youtube-meta-research - Research Current YouTube Meta
Research public YouTube trends around a channel, including peers, breakout videos, search observations, content patterns, and positioning recommendations.
Tags
Updated: 2026-10-04Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Resolve channel identities
- Inspect repository evidence
- Collect public metadata
- Analyze breakout videos
- Observe search results
- Compare peer channels
- Identify topic patterns
- Generate positioning recommendations
- Render alignment review pages
Inputs
- YouTube channel URL or @handle
- Recent-video sample limit
- Peer discovery limit
- Search query limit
- Recency window
- Owner analytics paths
- User-provided evidence artifacts
Outputs
- Scope approval request
- HTML alignment review page
- Preliminary research working packet
- Raw public evidence files
- Canonical research file
- Archived working packet
- Approval state updates
Requirements
- Public YouTube access
- yt-dlp command
- Alignment-page convention
- Python transcript environment when needed
- youtube-transcript-api when needed