yt-outlier
CommunityFind viral YouTube patterns with outlier analysis
Content & Communication#youtube#yt-dlp#trend-analysis#content-ideation#competitor-research#video-metrics#outlier-analysis
Authorcdeistopened
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Content creators and strategists often struggle to identify which topics, formats, and thumbnails drive engagement. This Skill analyzes YouTube data to surface patterns that outperform channel averages, enabling data-driven content ideation.
Core Features & Use Cases
- Outlier-driven ideas: Surface topics and title formats that outperform averages.
- Channel benchmarking: Compare patterns across channels, niches, and time windows.
- Data sources & tools: Uses yt-dlp to scrape recent video data and can leverage Apify for broader scraping when available.
- Use Case: Validate a niche by predicting which video formats will likely outperform existing content.
Quick Start
Provide a topic or keyword to analyze and let the tool scrape recent videos, compute outlier scores, and surface actionable patterns.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: yt-outlier Download link: https://github.com/cdeistopened/skill-stack-skills/archive/main.zip#yt-outlier Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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