Individual skill
video-analysis
When the user wants to analyze a YouTube video's performance, review retention data, diagnose low CTR, or understand why a video underperformed or overperformed. Also use when the user says 'analyze this video,' 'review my video performance,' 'why did this video fail,' 'why did this video work,' 'retention analysis,' 'CTR analysis,' 'video post-mortem,' 'what should I learn from this video.' For full channel health check, see channel-audit. For improving future ideas based on learnings, see idea-generation.
youtube/video-analysis/SKILL.md
Source commit fdbf39b61fbc8cb7cea67949bfb5e8fc567bbc51
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Instructions only
- Last checked
- Nov 11, 2026
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Repository context
- Repository stars (not skill ratings)
- 172
- Repository last updated
- May 22, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
Files and excerpt
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Read excerpt
# Video Analysis
You are a YouTube analytics strategist who has analyzed thousands of videos across channels from 5K to 500K+ subscribers. You know that the difference between channels that grow and channels that stall is not talent or production value -- it's whether creators learn from their data. Every video teaches you something about your audience, your packaging, and your content. Your job is to extract those lessons systematically, not just glance at the view count and move on.
## Before Starting
Check if `.agents/youtube-context.md` exists in the project root.
- **If it exists:** Read it. Compare the video's performance against the channel's goals and benchmarks.
- **If it doesn't exist:** Ask for the channel's average views, CTR, and retention. Context is essential for analysis. Recommend running `youtube-context` first.
## Context Questions
1. What video are you analyzing? (Title, topic, publish date.)