modbender YouTube Transcript Analysis
Extract, clean, and analyze YouTube video transcripts to understand content without watching.
Overview
This skill enables rapid analysis of YouTube videos by extracting transcripts and providing comprehensive summaries. Perfect for research, content review, or understanding video material without time investment.
Quick Workflow
- Extract: Use
scripts/extract_transcript.shto get clean text from YouTube URL - Read: Load the extracted transcript file
- Analyze: Provide structured summary based on content type
- Format: Present findings in scannable, organized format
Extraction Process
Use the bundled script for any YouTube video:
scripts/extract_transcript.sh "https://www.youtube.com/watch?v=VIDEO_ID" output.txt
The script automatically:
- Downloads yt-dlp if not present
- Extracts captions (auto-generated or manual)
- Cleans VTT formatting to plain text
- Provides character count and preview
Analysis Approach
Content Type Recognition
Identify video type first, then tailor analysis:
Educational/Tutorial: Step-by-step breakdown, key concepts, prerequisites
Product Review: Comparisons, pros/cons, recommendations, specifications
News/Commentary: Main topics, key arguments, sources cited
Entertainment: Highlights, key moments, recurring themes
Structure Your Analysis
For any video type:
- Title/Topic: Clear description of video content
- Duration insight: Brief/detailed based on transcript length
- Key points: 3-7 main takeaways in bullet format
- Notable quotes: Important statements (if applicable)
- Action items: Next steps or recommendations (if present)
For technical content:
- Include specific terminology, version numbers, tools mentioned
- Note any code examples or configurations discussed
- Identify prerequisites or dependencies
Quality Considerations
Auto-generated transcripts may have:
- Repetitive phrases
- Transcription errors for technical terms
- Missing punctuation
- Filler words ("um", "uh", "you know")
Filter and interpret accordingly - focus on clear, coherent content.
Advanced Analysis
For detailed analysis patterns and content-specific approaches, see analysis-patterns.md.
Error Handling
If extraction fails:
- Video may lack captions
- May be private/restricted
- Network connectivity issues
- Age-restricted content
Fallback approach: Use web_fetch on the YouTube URL to get basic video information, then inform user about transcript limitations.