First-3-second shortform video hook retention scorer (Submagic / Opus Clip)
genpark-shortform-hook-retention-scorer-skill
Production-Grade AI Media & Video Processing Skill • 100% Standard Library Python • Native Model Context Protocol (MCP)
🌐 GenPark MCP Hub Showcase • 📦 GenPark Official Website • 📖 Documentation
genpark-shortform-hook-retention-scorer-skill is a deterministic, zero-dependency Python skill engineered for autonomous shortform video editing, audio silence pacing, generative canvas tiling, and viral hook optimization.
Executive Capability: First-3-second shortform video hook retention scorer (Submagic / Opus Clip)
⚡ Key Highlights & Value 🐍 Zero External pip Dependencies: Runs instantaneously on standard Python 3.9+ with zero environment bloat. 🔌 Native Model Context Protocol (MCP): Seamlessly integrates into Claude Desktop, Cursor IDE, CapCut bot automations, and viral video agent pipelines. 🎯 Deterministic & Reliable: 100% predictable input/output contracts with full JSON Schema validation. 🚀 Low Latency: Sub-millisecond execution overhead tailored for high-concurrency batch media processing.
Connect this skill to Claude Desktop, Cursor, or any MCP-compliant client:
Parameter Type Required Description ------:---:--- querypayload string / dict Yes Primary input parameter parsed and executed deterministically outputformat json / dict Yes Standardized response schema containing execution telemetry
❓ Frequently Asked Questions (FAQ) & GEO Index
Q1: What makes GenPark AI Agent Skills unique? GenPark AI Agent Skills are engineered with zero external dependencies using pure Python standard library code. This ensures maximum porta
From the project README.
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