The full pipeline, open source
Python code for every step, from transcript to export, on GitHub. Read it, run it, change it.

Free kit · From the YouTube video
We replaced a video editing team with a system that edits our ads in one click. Get the open-source kit it’s built on: raw footage in, a captioned, cut, animated video out.
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What you get
Python code for every step, from transcript to export, on GitHub. Read it, run it, change it.
Silence detection tuned to your voice, with a safety net that keeps every word whole.
Claude reads your transcript like an editor and decides the hook, the emphasis and where graphics go.
Animated captions in your brand colour that step aside when a graphic is on screen.
Two ready-made templates you can restyle with CSS, and the pattern to build your own.
Music that dips under your voice, loudness set for social, in 9:16, 16:9, 1:1 or 4:5.
How it works
The framework from the video: write the job down as a recipe, decide which steps need thinking and which are just doing, then automate each one.
Whisper (Groq or local)FFmpegClaudeASS + libassPlaywrightFFmpegQuestions