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    "title": "Ad Creative → Shot Spec",
    "description": "Turn any video ad into a per-shot reconstruction spec — camera, lighting, grade, composition, on-screen text, and a ready-to-paste prompt for Veo, Kling, Runway & Sora. Reconstruction, not scoring. Bring your own LLM key; runs for pennies.",
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            "type": "array",
            "description": "Direct MP4 (or mov/webm) URLs to analyze. Leave empty if piping in a dataset from an ad-library scraper instead.",
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              "type": "string"
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          },
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            "maximum": 180,
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          },
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            "maximum": 0.6,
            "type": "number",
            "description": "ffmpeg scene score threshold (0.2 = many cuts, 0.4 = only hard cuts). 0.3 is a good default for ads.",
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          }
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