video-analytics-interpreter
Interpret YouTube Analytics, TikTok Analytics, and video performance data. Identifies trends, explains metrics, and provides actionable recommendations for growth. Use when analyzing video performance, understanding metrics, or optimizing channel strategy.
npx skills add majiayu000/claude-skill-registry --skill video-analytics-interpreter-nicepkg-ai-workflow --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Video Analytics Interpreter Transform raw video metrics into actionable growth strategies. ## Key Metrics Explained ### YouTube Analytics ``` 📊 CORE METRICS: VIEWS - What: Total video plays (30+ seconds or full if shorter) - Good: Trending upward week-over-week - Warning: Sudden drops may indicate algorithm changes WATCH TIME - What: Total minutes watched - Why it matters: #1 factor for YouTube algorithm - Good: Higher than channel average AVERAGE VIEW DURATION (AVD) - What: Average time viewers watch - Benchmark: 50%+ of video length is good - Tip: Longer videos = lower % is acceptable CLICK-THROUGH RATE (CTR) - What: Impressions → Clicks percentage - Good: 4-10% (varies by content type) - Excellent: 10%+ - Warning: <2% needs thumbnail/title work IMPRESSIONS - What: Times thumbnail shown to users - Note: Higher impressions = YouTube promoting you - Tip: CTR × Impressions = Views potential AUDIENCE RETENTION - What: Graph showing when viewers leave - Key: Look for drop-off points - Goal: Flat line is ideal, gradual decline acceptable ENGAGEMENT RATE - What: (Likes + Comments) / Views - Good: 4-8% - Excellent: 8%+ ``` ### TikTok Analytics ``` 📊 TIKTOK METRICS: VIDEO VIEWS - Incl
- Key Metrics Explained
- YouTube Analytics
- TikTok Analytics
- Analytics Interpretation Framework
- Step 1: Identify the Pattern
- Step 2: Diagnose the Problem
- Step 3: Read the Retention Graph
- Analytics Report Template
- How to Use
- Full Analytics Review
- Quick Diagnosis
- Trend Analysis
- Channel Health Check
- Benchmarks by Content Type
What does the video-analytics-interpreter skill do?
Interpret YouTube Analytics, TikTok Analytics, and video performance data. Identifies trends, explains metrics, and provides actionable recommendations for growth. Use when analyzing video performance, understanding metrics, or optimizing channel strategy.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill video-analytics-interpreter-nicepkg-ai-workflow --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.