/social-yt-competitive
Analyze YouTube channels for outlier videos and packaging patterns. Identifies what's working (2x+ average views) across any set of channels. Use when asked for YouTube competitive analysis, viral video patterns, or packaging/title inspiration.
$ npx -y skills add evolution-foundation/evo-nexus --skill social-yt-competitive --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/social-yt-competitive
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Analyze YouTube channels for outlier videos and packaging patterns. Identifies what's working (2x+ average views) across any set of channels. Use when asked for YouTube competitive analysis, viral video patterns, or packaging/title inspiration.
SKILL.md
social-yt-competitive.SKILL.mdname: social-yt-competitive
description: >-
Analyze YouTube channels for outlier videos and packaging patterns. Identifies
what's working (2x+ average views) across any set of channels. Use when asked for
YouTube competitive analysis, viral video patterns, or packaging/title inspiration.
YouTube Competitive Analysis
Outlier detection and packaging pattern extraction for YouTube channels.
When to Use
- User asks for YouTube competitive analysis
- User wants to find viral video patterns
- User wants packaging/title inspiration from specific creators
- User wants to track competitor YouTube performance
Prerequisites
- YouTube Data API v3 key set as `$YOUTUBE_API_KEY`
Usage
# Analyze specific channels
python3 analyze.py "$YOUTUBE_API_KEY" --channels "@handle1,@handle2" --days 30
# Use predefined sets
python3 analyze.py "$YOUTUBE_API_KEY" --set ai
python3 analyze.py "$YOUTUBE_API_KEY" --set business
python3 analyze.py "$YOUTUBE_API_KEY" --set both
# Export formats
python3 analyze.py "$YOUTUBE_API_KEY" --set both --output json
python3 analyze.py "$YOUTUBE_API_KEY" --set both --output console
Predefined Channel Sets
**AI Creators:** Jeff Su, Alex Finn, Riley Brown, Dan Martell, Matt Wolfe, Nate Herk, Grace Leung, Matt Berman
**Business Creators:** Alex Hormozi, Gary Vaynerchuk, Patrick Bet-David, Codie Sanchez, Leila Hormozi, Iman Gadzhi, My First Million
Output Interpretation
- **Multiplier**: Times above channel average (2.0x = double normal)
- **Outlier threshold**: 2x average. Study anything above this.
- **Title patterns**: Common words in outlier titles indicate proven formats
- **Cadence**: Videos per week. Higher cadence creators may have lower per-video averages.
Packaging Skeletons (Proven Formats)
**Long-form:**
- "X, Clearly Explained"
- "X hours of Y in Z minutes"
- "The Laziest Way to X"
- "Give me X minutes and I'll Y"
- "X INSANE Use Cases for Y"
**Shorts:**
- "2024 vs 2025 X" (year comparison)
- "Bad Good Great X" (tier ranking)
- "Stop doing X, do Y instead" (contrarian)
Read more
name: social-yt-competitive description: >- Analyze YouTube channels for outlier videos and packaging patterns. Identifies what's working (2x+ average views) across any set of channels. Use when asked for YouTube competitive analysis, viral video patterns, or packaging/title inspiration.
YouTube Competitive Analysis
Outlier detection and packaging pattern extraction for YouTube channels.
When to Use
- User asks for YouTube competitive analysis
- User wants to find viral video patterns
- User wants packaging/title inspiration from specific creators
- User wants to track competitor YouTube performance
Prerequisites
- YouTube Data API v3 key set as `$YOUTUBE_API_KEY`
Usage
# Analyze specific channels python3 analyze.py "$YOUTUBE_API_KEY" --channels "@handle1,@handle2" --days 30 # Use predefined sets python3 analyze.py "$YOUTUBE_API_KEY" --set ai python3 analyze.py "$YOUTUBE_API_KEY" --set business python3 analyze.py "$YOUTUBE_API_KEY" --set both # Export formats python3 analyze.py "$YOUTUBE_API_KEY" --set both --output json python3 analyze.py "$YOUTUBE_API_KEY" --set both --output console
Predefined Channel Sets
**AI Creators:** Jeff Su, Alex Finn, Riley Brown, Dan Martell, Matt Wolfe, Nate Herk, Grace Leung, Matt Berman
**Business Creators:** Alex Hormozi, Gary Vaynerchuk, Patrick Bet-David, Codie Sanchez, Leila Hormozi, Iman Gadzhi, My First Million
Output Interpretation
- **Multiplier**: Times above channel average (2.0x = double normal)
- **Outlier threshold**: 2x average. Study anything above this.
- **Title patterns**: Common words in outlier titles indicate proven formats
- **Cadence**: Videos per week. Higher cadence creators may have lower per-video averages.
Packaging Skeletons (Proven Formats)
**Long-form:**
- "X, Clearly Explained"
- "X hours of Y in Z minutes"
- "The Laziest Way to X"
- "Give me X minutes and I'll Y"
- "X INSANE Use Cases for Y"
**Shorts:**
- "2024 vs 2025 X" (year comparison)
- "Bad Good Great X" (tier ranking)
- "Stop doing X, do Y instead" (contrarian)
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