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    "title": "Levels.fyi Salary Scraper",
    "description": "Scrape tech salary and total-compensation data from Levels.fyi by company and role. Returns per-level pay breakdowns (base, stock, bonus, total, median, percentiles) plus individual offer samples, with built-in new-offer detection to track pay changes over time.",
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        "properties": {
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            "title": "Companies",
            "type": "array",
            "description": "Company slugs as they appear in a Levels.fyi URL (levels.fyi/companies/<slug>). E.g. \"google\", \"amazon\", \"meta\", \"microsoft\".",
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          },
          "jobFamily": {
            "title": "Role (job family)",
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            "description": "Role slug as it appears in a Levels.fyi URL (levels.fyi/companies/<company>/salaries/<role>). E.g. \"software-engineer\", \"product-manager\", \"data-scientist\", \"engineering-manager\".",
            "default": "software-engineer"
          },
          "country": {
            "title": "Country filter (optional)",
            "type": "string",
            "description": "Optional Levels.fyi numeric country id to restrict results to one country (e.g. \"254\" = United States, \"43\" = Canada). Leave empty for worldwide (default)."
          },
          "maxSamplesPerCompany": {
            "title": "Max salary samples per company",
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