AI AGENT ADDONS

Good code is clear, simple, and focused. This skill helps you follow Andrej Karpathy's four coding principles. It stops hidden assumptions and overcomplicated designs. It keeps your changes small and your goals clear.

The four principles are Think Before Coding, Simplicity First, Surgical Changes, and Goal-Driven Execution. Each one catches a common mistake LLMs make. For example, the tool checks if you add features nobody asked for. It finds lines that do not match your stated goal.

You can run a slash command called /karpathy-check on your staged changes. There are also Python scripts to check complexity, diff noise, hidden assumptions, and weak goals. Use them to keep your code clean and honest.

Add Karpathy Coder skill to your workflow

Global

mkdir -p ~/.claude/skills/karpathy-coder

Project

mkdir -p .claude/skills/karpathy-coder

Source Repository

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MIT
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3 months ago
Created
11 months ago