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vtroisWhite / andrej-karpathy-skills

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中文翻译: https://github.com/forrestchang/andrej-karpathy-skills

48
7
100% credibility
Found Apr 16, 2026 at 25 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
AI Summary

A single guidelines file inspired by Andrej Karpathy to improve AI coding assistants by encouraging explicit thinking, simplicity, precise edits, and verifiable goals.

How It Works

1
🔍 Discover smarter AI coding tips

You hear about simple rules from an expert that help your AI coding helper make better, cleaner code without overcomplicating things.

2
📖 Explore the four friendly principles

You read easy guidelines like think before jumping in, keep it super simple, only tweak what's needed, and always check if the goal is met.

3
💡 Pick your favorite way to add them

Choose to share these tips across all your projects or just slip them into one folder for quick use.

4
Decide on setup style
🌍
Share across all projects

Your AI picks up the smarts automatically wherever you work.

📂
Add to one project

Drop the helpful note right into your current work space.

5
🚀 AI helper now follows the rules

Everything is set, and your AI starts thinking more carefully on every task.

6
✨ Give it a coding job

Ask for code, and it plans simply, changes precisely, and verifies success before finishing.

🎉 Enjoy perfect, hassle-free code

You get straightforward code that does exactly what you want, saving time and frustration.

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AI-Generated Review

What is andrej-karpathy-skills?

This project delivers Andrej Karpathy agent skills as concise guidelines for Claude Code, fixing common LLM coding flaws like silent wrong assumptions, overcomplicated APIs, and stray edits to unrelated code. Inspired by Karpathy's viral X post on andrej karpathy claude code skills, it enforces four principles—think before coding, simplicity first, surgical changes, goal-driven execution—to produce cleaner, more reliable outputs. Install via Claude Code's marketplace plugin (`/plugin install andrej-karpathy-skills@karpathy-skills`) or curl into projects from github forrestchang/andrej-karpathy-skills.

Why is it gaining traction?

It stands out by distilling Karpathy's exact critiques into actionable andrej karpathy skills claude md rules that devs see working instantly in diffs: fewer bloat, targeted changes, proactive questions. Unlike vague prompts, these loop Claude toward verifiable goals via tests-first plans. Bilingual docs (English/Chinese at https://github.com/forrestchang/andrej-karpathy-skills) hook global users tired of LLM drift.

Who should use this?

Claude Code users debugging andrej karpathy skills claude pitfalls, like solo devs refactoring without breaking adjacent code or teams enforcing minimal PRs. Backend engineers fixing bugs via repro tests, or frontend folks avoiding abstraction creep in components.

Verdict

Promising fix for Claude's code quirks, but 18 stars and 1.0% credibility score signal early-stage maturity—docs are solid yet unproven at scale, no tests mentioned. Grab it from github andrej karpathy skills if LLMs waste your cycles; skip for production pipelines until more adoption.

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