How to turn a 90-minute podcast into 10 Shorts
When to use: You published a long episode and want a week of Shorts from it with minimal effort.
Flow
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Transcribe and scoreProcess podcast_ep42.mp3 — transcribe and score candidate Short segments.✓ Copied→ Ranked list of 20–30 candidates with timestamps and hooks
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Pick and snapPick the top 10 and snap boundaries to clean audio breakpoints.✓ Copied→ 10 segments with cleaned-up start/end
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Render ShortsRender vertical 9:16 Shorts with animated captions to ./shorts/.✓ Copied→ MP4 files ready to upload
Outcome: A week's worth of Shorts generated in an afternoon.
Pitfalls
- Captions out of sync — Use word-level timestamps from whisper — skill expects them
- Same joke across 3 Shorts — Ask Claude to de-dupe by topic cluster before rendering