knownasnaffy Cleanup Review
python scripts/_cleanup.py is an optional cleanup helper for the Podcast Summarize skill. It may recursively remove ~/.cache/skill_tmp, ~/.skill_state. Show the exact paths first, explain whether they are skill-private temporary paths or user state, and run the cleanup only after the user confirms.
Podcast Summarize
Transform podcast episodes into structured, actionable summaries.
When to Use
- User wants podcast episode key points
- User needs to quickly review podcast content
- User prefers reading over listening
- User wants to extract actionable insights from podcasts
- User shares podcast and wants a summary accompany
Supported Inputs
- Audio file path - Local MP3, M4A, WAV files
- Audio URL - Direct link to audio file
- YouTube video - Podcast on YouTube
- RSS feed URL - Podcast RSS feed
- Podcast episode URL - Link to episode on podcast platforms
Summary Format
Provide summaries in this structure:
## 🎙️ 播客摘要
### 基本信息
- **标题**: [Episode Title]
- **时长**: [Duration]
- **日期**: [Publish Date]
- **播客**: [Podcast Name]
### 💡 核心要点 (3-5条)
1. [Key point 1]
2. [Key point 2]
3. ...
### 📝 详细摘要
[2-3 paragraph summary]
### 🎯 行动项 (如有)
- [Actionable insight 1]
- [Actionable insight 2]
### 🔗 相关链接
- [Mentioned resources]
Process
Audio Extraction
- For YouTube: Use yt-dlp to extract audio
- For local files: Verify format and duration
- For URLs: Download if needed
Transcription
- Use Whisper (local or API) for transcription
- Support multiple languages
- Handle long audio (chunk if needed)
Summarization
- Extract key themes
- Identify actionable insights
- Note timestamps for important sections
- Highlight guest/host insights
Tips
- Ask user preference: Brief (3 bullets) vs Detailed (full summary)
- Offer to extract specific segments if user has timestamps
- Provide follow-up questions based on content
- Suggest related podcasts if available
Example Triggers
- "summarize this podcast"
- "这个播客讲的什么"
- "podcast summary"
- "播客摘要"