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ugc-fixloop

separate

the UGC fix-loop toolkit — surgically re-render a bad window/beat of a single-take UGC master (stitch_replacement.py, pure FFmpeg) and GPT cross-model review a Seedance prompt before render (vet_seedance_prompt.py, routed through the openai-proxy). Fetch it into a one-shot UGC recipe so both scripts resolve on any machine and the vet call charged to your GooseWorks credits.

When to use

• re-render a bad window/beat of a single-take UGC master
• GPT cross-model review a Seedance prompt before render
• surgical beat/window swap
• structured review of Seedance prompts

When not to use

• direct fal.run calls
• direct OpenAI calls
• local key usage

Skill page

Source