
Twitch Clip Maker in Practice: VOD Download, Highlight Heuristics, 9:16 Export
A hands-on twitch clip maker workflow: download your own Twitch VOD with yt-dlp, test audio-peak vs chat-spike heuristics, then export 9:16 with ffmpeg.

A hands-on twitch clip maker workflow: download your own Twitch VOD with yt-dlp, test audio-peak vs chat-spike heuristics, then export 9:16 with ffmpeg.
Run MediaPipe Face Landmarker (478 points) on a synthetic plaster bust, compute length/width, forehead, jaw and jaw-angle ratios, then see where oval, oblong, diamond and triangle rules flip.

Transcribing is the easy half. Finding where the hook ends and the ask begins is the useful one.

Gaming content creation has a burnout problem. The creators who do it well — the ones posting consistently on YouTube, TikTok, and Twitch highlights — are often spending as much time editing as they a
