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Podcast To Article
Podcast To Article is an agent skill that converts podcast transcripts into publishable long-form articles.
Podcast To Article is an agent skill that turns raw podcast transcripts into polished, publishable articles. It works with multi-speaker chats, solo interviews, and handles both Chinese and English source material. The tool shifts the structure from speaker-and-time axes to topic-and-judgment axes while cutting filler and self-checking against artificial text patterns. It processes input formats such as SRT, VTT, Markdown, and text files containing speaker labels. Written in pure Python 3 using the standard library, it relies on SKILL.md instructions for AI agents and includes specific scripts for text checks.
Podcast To Article at a glance
Key features
- Clean transcripts
- Extract key points
- Determine main storylines
- Restructure into articles using original quotes
- Calibrate speaker names
- Shorten text volume
- Self-check against artificial writing patterns
Use it for
- Convert multi-speaker podcast transcripts into long articles
- Process solo interview recordings into readable essays
- Clean and summarize SRT or VTT subtitle files
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