video-analytics-interpreter

Analyze YouTube and TikTok video metrics to identify performance trends.

276|46|Updated Jan 16, 2026
One-click install
npx skills add https://github.com/nicepkg/ai-workflow --skill video-analytics-interpreter
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: video-analytics-interpreter
Source: https://github.com/nicepkg/ai-workflow/tree/main/workflows/video-creator-workflow/.claude/skills/video-analytics-interpreter
Command: npx skills add https://github.com/nicepkg/ai-workflow --skill video-analytics-interpreter

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps creators and marketers understand complex video analytics data, identify performance bottlenecks, and translate metrics into actionable strategies for channel growth.

Core Features & Use Cases

  • Metric Explanation: Clearly defines key metrics across platforms like YouTube and TikTok.
  • Performance Diagnosis: Analyzes retention graphs and traffic sources to pinpoint why a video is succeeding or failing.
  • Actionable Recommendations: Provides specific, data-driven advice for improving future content and optimizing current videos.
  • Use Case: A YouTuber uploads a new video and sees low watch time. They use this Skill to input their analytics, get a diagnosis of a weak hook, and receive suggestions for improving their intro in the next video.

Quick Start

Analyze the provided YouTube analytics data for my latest video and suggest three ways to improve audience retention.

Frequently Asked Questions about video-analytics-interpreter

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

FAQPage Schema
How do I interpret YouTube analytics to improve audience retention?

Interpreting YouTube analytics involves analyzing retention graphs to pinpoint where viewers drop off, diagnosing weak hooks or pacing issues, and translating those insights into actionable content adjustments for future videos.

Why does my TikTok video have high impressions but low watch time?

High impressions with low watch time on a TikTok video indicates a discovery-to-engagement bottleneck. Analyzing audience retention metrics helps diagnose weak intro hooks or poor pacing that fail to capture viewers' attention after they are served the video.

What is a good click-through rate for YouTube videos?

A good YouTube click-through rate depends on content type and benchmark data. By comparing your video's CTR against diagnostic frameworks for similar content, you can identify if your thumbnails and titles effectively convert impressions into views.

How do I analyze video performance data to find channel growth opportunities?

Analyzing video performance data to find growth opportunities requires evaluating key metrics like views, watch time, and engagement rates. This diagnostic process identifies performance trends and translates them into actionable content strategies for channel growth.

Can I use video analytics to diagnose why a specific video is failing?

Yes, you can use video analytics to diagnose video failures by evaluating traffic sources and audience retention graphs. This pinpoints exact performance bottlenecks, explaining why the video is underperforming and offering data-driven recommendations for optimization.