AskRoundtable

AskRoundtable / expert-skills

Public

Make your AI think like Munger, Feynman, or Paul Graham — load real mental models, not personas.

ai claude claude-code cursor decision-making
37
3
100% credibility
Found Apr 04, 2026 at 33 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
AI Summary

A collection of modules that enhance AI assistants by loading decision-making frameworks and mental models from experts like Charlie Munger, Richard Feynman, and Paul Graham.

How It Works

1
🔍 Discover Expert Skills

You stumble upon a clever way to supercharge your AI chat buddy to think like wise experts such as investors and scientists.

2
📖 Explore the Experts

You read simple examples showing how each expert helps with real-life questions on investing, careers, or ideas.

3
🚀 Add Skills to Your AI

In one quick step, you bring these expert thinking tools into your everyday AI helper, and it's ready to go.

4
🧠 Choose Your Expert

Pick the thinker that fits your situation, like the investment whiz for money advice or the explainer for tricky concepts.

5
💬 Ask Your Question

Share your dilemma with your upgraded AI, such as whether to take a new job or chase a business idea.

6
💡 Receive Wise Guidance

Your AI delivers sharp, insightful advice using the expert's real ways of thinking, spotting pitfalls you missed.

🎉 Make Smarter Choices

With this expert-powered AI at your side, you confidently tackle big decisions in life, work, and beyond.

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AI-Generated Review

What is expert-skills?

Expert Skills equips AI tools like Claude or Cursor with mental models from experts like Munger, Feynman, or Paul Graham, delivering sharper analysis on investments, startups, or biases—instead of fluffy role-playing. Run `npx openskills install https://github.com/AskRoundtable/expert-skills` to load them into any SKILL.md-compatible setup, and query for career advice or idea validation. It fixes generic AI responses by applying real frameworks like inversion or first principles, with expert skills examples showing immediate depth.

Why is it gaining traction?

Unlike "act as Munger" prompts that add decoration, this loads decision engines for 18-83% better pattern recognition and actionability per benchmarks. Users see the hook in before/after examples: bland advice turns into leverage traps or schlep blindness calls. Multilingual READMEs and MIT license make expert skills reviews straightforward, standing out in crowded prompt libraries.

Who should use this?

Indie hackers testing startup ideas with Paul Graham models, devs weighing job switches via Naval's leverage lens, or analysts spotting Kahneman biases in data. Ideal for AI-assisted workflows in Cursor or Windsurf where you need expert skills legit for decisions, not chit-chat.

Verdict

Early stage at 20 stars and 1.0% credibility score, but strong docs and examples make it worth a spin—make github repo private after forking to test privately. Solid for SKILL.md users; scale up if it compounds your prompts. (178 words)

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