Individual skill
conference-transcribe
Transcribe a multi-talk conference livestream or long YouTube video into separate per-talk transcripts. Parses timestamps from the video description to split talks, downloads audio/video, transcribes each segment, then uses an LLM to clean up and format the transcripts with key takeaways and frequent timestamps. Use when user says "transcribe this conference", "split this livestream into talks", "transcribe each talk separately", or provides a YouTube URL of a multi-hour event stream with chapter timestamps.
conference-transcribe/SKILL.md
Source commit 1acf58f08cca24b764a4352a6c30fed1f7fb9fb6
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- Network or broad shell
- Last checked
- Nov 11, 2026
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- Repository last updated
- Nov 9, 2026
- License
- MIT
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- engineering Derived category
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# Conference Transcribe
Input: a YouTube URL with chapter timestamps or another multi-talk recording.
Transcribe a multi-talk conference livestream into individual, cleaned-up per-talk markdown files with key takeaways and frequent timestamps.
## Lessons Learned (from AIE Europe Day 1, April 2026)
This skill was born from a real transcription session. Here's what worked and what didn't:
### What Worked
1. **YouTube auto-captions as primary source** -- YouTube's English auto-captions (VTT) are surprisingly good and *instant*. No download wait, no model download, no GPU needed. Prefer this over Whisper for YouTube videos that have captions available.
2. **`yt-dlp --write-sub --write-auto-sub --sub-lang en`** to grab captions directly, then parse the VTT file.