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Updated 5mo ago

by lennoxsaint

ai-content-forensics

Reverse-engineer any YouTuber's content strategy with data, not guesswork. A Claude Code / Cowork skill that analyzes titles, thumbnails, hooks, and structure — then produces a viral-ready thread with carousel visuals.

Works with
  • Claude
View on GitHub (opens in a new tab)

26 GitHub stars (26)

Steady at 26 stars — no new stars in the 16 days since Sep 30.

  • 1 skill (1 skills found in its SKILL.md files)
  • 4 forks (4 forks)
  • 5mo ago last update (Last updated 5mo ago)

Install

Skills CLI

npx skills add lennoxsaint/ai-content-forensics

Asks which agents to install it for. Add -g to install it for every project.

Claude Code

git clone https://github.com/lennoxsaint/ai-content-forensicscp -r "ai-content-forensics/skills/ai-content-forensics" ~/.claude/skills/

Copies the ai-content-forensics skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project).

Plugin

/plugin marketplace add lennoxsaint/ai-content-forensics

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • ai-content-forensics

    Autonomous research pipeline that scrapes, analyzes, and synthesizes a target YouTuber's or Threads creator's corpus — then produces a data-backed viral thread with production-ready visuals. Trigger when the user wants to analyze a creator's content strategy, reverse-engineer their packaging patterns (titles/openers, thumbnails/media, hooks, structure), or build a research-backed Threads post. Ph…

    skills/ai-content-forensics/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.