ai-ugc-video-skills

End-to-end AI UGC ad production workflow for realistic AI creator videos. Use when a user wants Codex to turn a short ad brief into UGC video assets, coordinate UGC script writing, prepare creator/product references, create chunked scene prompts, set fal video generation settings, review clip failures, plan regenerations, and assemble TikTok/Reels/Shorts-ready ads.

Implement and operate fal.ai video generation for AI UGC clips, with Kling O3 Standard as the default cost-effective model and Seedance 2.0 as the higher-cost quality baseline. Use when generating or coding TikTok/Reels/Shorts videos with fal video models, choosing endpoints, setting aspect ratio/resolution/duration, uploading image references, submitting queue jobs, polling results, handling webhooks, or producing fal request payloads for AI UGC scene clips.

Build production-ready UGC ad scripts and AI-video generation prompts. Use when writing, auditing, varying, chunking, or scaling user-generated-content ads, creator scripts, organic captions, TikTok/Reels/Shorts UGC scripts, AI avatar prompts, product reveal scripts, or chunked AI video production prompts.