A fully built, production-ready AI tool for video pattern analysis and UGC script generation

Built on Claude Code — so it's fully customizable without writing code yourself

Uses Gemini Embedding 2 (multimodal video vectors) + ChromaDB + K-means clustering — the same architecture used in production AI systems

Supports TikTok, Instagram Reels, Meta Ad Library, and your own local video files

Outputs directly to Google Docs + Sheets — ready to hand to a creative team or UGC creators