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Skills/AI & Agent Building
jimliu avatar

Content Analyzer

jimliu/illustrated-agent-skills

When you drop an article, tweet thread, or video transcript into Claude and want more than a summary, this skill runs a systematic teardown.

GitHub stars
375
last updated
Jun 3, 2026
View on GitHubSave

Install

$ npx -y skills add jimliu/illustrated-agent-skills --skill content-analyzer --agent claude-code

Installs into .claude/skills of the current project.

Sponsors

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What it does

It identifies content type first (long form, short post, or script), then walks through core arguments, author context, logical gaps, and what's actually reusable for your own work. The framework is thorough, maybe even rigid, asking specific questions about evidence, assumptions, counter-arguments, and narrative techniques. It'll flag when it needs to verify facts online and saves everything to a markdown file with metadata. Best for writers and researchers who need to extract frameworks and catch holes, not just get the gist.

Files

Select a file.

Details

Repository
github.com/jimliu/illustrated-agent-skills
Category
AI & Agent Building
First seen
Jun 11, 2026

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