youtube-rl-tracker

Installation
SKILL.md

What I Do

Track YouTube video performance to discover patterns in what works. This is "poor man's reinforcement learning" - manually logging outcomes to improve over time.

The RL Loop

1. PUBLISH  -> Upload video with hypothesis (thumbnail style, title hook, topic)
2. WAIT     -> Let it run for 48-72 hours
3. LOG      -> Record in Notion with views, CTR, retention
4. ANALYZE  -> Compare winners vs losers
5. REPEAT   -> Apply learnings to next video

Key Insight from First Data Point

Video 1: "Using AI agents to pay bills and send invoices"

  • 8 views in 1 day
Related skills
Installs
2
GitHub Stars
213
First Seen
Mar 10, 2026