Codex Auto Clip Workflow

Turn one viral reference video + your own asset library into a finished, editable CapCut draft, mostly automatically, by driving an AI coding agent (Codex / Claude Code) that runs FFmpeg, does visual shot-matching, generates voiceover, and assembles the draft.

The underlying bet: the fastest way to get views is to reproduce a validated viral structure. A hit video's shot order, rhythm, and pacing are already market-tested, so you keep its structure and swap in your own footage. This is "copy the structure," not re-uploading someone else's clip — the visuals are yours.

Positioning: this is automated production, not premium craft. It shines for multi-clip montage content — e-commerce product videos, promos, montage Vlogs — where a reference supplies structure/rhythm and your asset library supplies the visuals. For highly polished original work, edit by hand instead.