video-analysis

Analyzes YouTube video performance using CTR, retention, impressions, and traffic sources.

Updated Apr 11, 2026
One-click install
npx skills add https://github.com/Jlsiles/Craig---Skills --skill video-analysis
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: video-analysis
Source: https://github.com/Jlsiles/Craig---Skills/tree/main/youtube/video-analysis
Command: npx skills add https://github.com/Jlsiles/Craig---Skills --skill video-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Video performance data is scattered and hard to interpret. This skill analyzes YouTube metrics to reveal why a video underperformed or overperformed and to inform improvements across your channel (retention, CTR, impressions, and audience signals).

Core Features & Use Cases

  • Comprehensive Analysis: Evaluate CTR, retention, impressions, traffic sources to diagnose performance.
  • Channel Benchmarking: Compare video results against channel averages to identify gaps.
  • Actionable Recommendations: Provide concrete steps to improve future videos, including hooks, thumbnails, and pacing.
  • Use Case: Example: analyze a video and extract learnings to inform the next video.

Quick Start

Input a video metrics snapshot and channel goal to generate an actionable performance analysis for a YouTube video.

Frequently Asked Questions about video-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze YouTube video performance using CTR and retention data?

To analyze YouTube video performance, you evaluate CTR, retention, impressions, and traffic sources to diagnose why a video succeeded or failed. This skill applies a structured analytical framework to compare metrics against channel benchmarks and generate actionable takeaways for future content.

What is the best way to compare a YouTube video's metrics against channel benchmarks?

The best way to compare YouTube video metrics against channel benchmarks is to input a video metrics snapshot alongside your channel averages. This identifies performance gaps and generates concrete recommendations for improving future hooks, thumbnails, and pacing.

Can I use this skill to analyze a YouTube channel period instead of a single video?

Yes, you can apply this skill to analyze a YouTube channel period instead of a single video. It diagnoses performance patterns across multiple videos, handles data gaps, and preserves your channel goals while delivering actionable insights for future content.

What YouTube traffic sources and metrics do I need to collect for video analysis?

For YouTube video analysis, you need to collect metrics including CTR, retention, impressions, and traffic sources. The skill provides a structured framework for data collection, pattern diagnosis, and recommendations, while handling any data gaps you encounter.

How do I get actionable recommendations from YouTube analytics data?

To get actionable recommendations from YouTube analytics data, you input a video metrics snapshot and channel goal. The skill transforms scattered performance data into clear takeaways, providing concrete steps to improve future videos including hooks, thumbnails, and pacing.