YouTube Outlier Research

Jakeschincariol/youtube-agent-skill

Compare videos with their channels’ own median performance and identify repeatable patterns.

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About this Skill

Compare videos with their channels’ own median performance and identify repeatable patterns.

Why we picked it

Part of the YouTube Agent Skill collection; review results before applying them.

What it helps with

  • Compare videos with their channels’ own median performance and identify repeatable patterns.

Before you use it

  • The upstream package targets Claude Code; install the full skill set so cross-skill references and Python tools remain available.
  • Python 3 is needed for the bundled command-line checks. Bring transcripts or analytics exports where the task requires them.
  • The package drafts recommendations; it does not upload or publish videos. Hook scores are heuristics, not predictions.

Supported agents

Claude Code

Sources & references

Original sources are linked below. Practical starting points are editorial suggestions from SkillHey.