Drop a raw clip. Get a UGC cut.

Gemini watches and listens to the whole clip, with the word-timed transcript, measured pauses and every repeated take’s stats alongside. It picks the hook, chooses the best takes, cuts the dead air, crops to 9:16, punches in and captions every word. ffmpeg renders it, then Gemini reviews the render. Nothing is generated.