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genpark-shortform-hook-retention-scorer-skill

genpark-shortform-hook-retention-scorer-skill

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      Enables AI agents and MCP clients to deterministically score creator short-video hooks for 3-second retention and scroll-stop effectiveness, returning structured JSON telemetry. It runs as a zero-dependency Python MCP server for seamless integration with Claude Desktop, Cursor, and Windsurf.
      8
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    • F
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      Enables creators to analyze supplied short-form video transcripts and metadata into structured hook, retention, remix, script, content-gap, and creator-pack outputs without API keys or paid external services.
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    • F
      license
      Not graded
      quality
      A
      maintenance
      Analyzes video footage to rank license-safe, royalty-free or user-owned background music, returning a 12–20s hook window, beat/cut suggestions, and an ffmpeg ducking and mix spec for agents and editors. Every recommendation prints its license and attribution, and it never auto-recommends non-commercial tracks.
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