youtube-analysis-pipeline - Analyze and audit YouTube videos
Extracts YouTube metadata and transcripts, summarizes video content, classifies claims, and performs epistemic and factual audits.
Tags
Updated: 2026-10-04Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Extract YouTube metadata
- Download video subtitles
- Condense VTT transcripts
- Summarize timestamped content
- Classify epistemic claims
- Audit factual assertions
- Inspect SaaS JavaScript bundles
- Calculate economic friction
Inputs
- YouTube URLs
- Copied YouTube comments
- Video identifiers
- Subtitle files
- Web search results
Outputs
- Structured video summaries
- Epistemic classification matrices
- Factual audit tables
- Transcript text files
- Quantitative JSON results
Requirements
- yt-dlp
- jq
- Python 3
- parse_vtt.py script
- run_command access
- search_web access