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multica-ai/andrej-karpathy-skills

A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.

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What it does

A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.

Summary based on the GitHub description (opens in a new tab)

What the README covers

  • Karpathy-Inspired Claude Code Guidelines
  • The Problems
  • The Solution
  • The Four Principles in Detail
  • 1. Think Before Coding
  • 2. Simplicity First
  • 3. Surgical Changes
  • 4. Goal-Driven Execution
  • Install
  • Using with Cursor
  • Key Insight
  • How to Know It's Working

Getting started

Excerpt from the README · Checked 15 Oct 2026

bash
curl -o CLAUDE.md https://raw.githubusercontent.com/forrestchang/andrej-karpathy-skills/main/CLAUDE.md

Shown exactly as published. Top 200 Repos has not run or tested it. View in README (opens in a new tab)

Ranking trend

Global rank in each recorded snapshot. A lower number is a higher rank.

Global Rank · 2 Observed Snapshots · Lower Is Better · Gaps Indicate Missing Ranks

From #24 to #23 across 2 snapshots since 15 Oct 2026.

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