andrej-karpathy-skills

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

21 articles 59.1k View on GitHub ↗
21 articles
Skills vs CLAUDE.md vs Cursor Rules for Effectiveness: A Complete Technical Guide

Unlock AI assistant effectiveness with our technical guide on Skills CLAUDE.md and Cursor rules. Learn how this layered governance model boosts reliability and reduces cognitive load.

deep-dive
Apr 19, 2026
How to Create a Feedback Loop for Guideline Improvement in LLM-Assisted Development

Learn to build an effective feedback loop for guideline improvement in LLM-assisted development. Capture failures, map principles, and validate fixes for better AI guidance.

how-to-guide
Apr 19, 2026
Debugging Techniques for Incorrect Guideline Application in Karpathy Coding Guidelines

Fix Karpathy coding guideline errors. Learn to debug plugin config, YAML front matter, and workflow integration issues for smoother development. Improve your application now.

debugging-guide
Apr 19, 2026
How to Adapt Guidelines to Different Programming Languages: Language-Agnostic Principles for LLM-Assisted Development

Learn how the Karpathy guidelines adapt to any programming language. Discover language-agnostic principles for effective LLM-assisted development, focusing on behavior not syntax.

best-practices
Apr 19, 2026
Real-World Performance Impact of Test-First Verification

Discover the real-world performance impact of test-first verification. Reduce latency spikes and CPU usage with this agile approach for measurable improvements.

testing
Apr 19, 2026
Handling "Simplicity First" Conflicts with Existing Complex Architecture

Resolve 'Simplicity First' conflicts with complex architecture. Evaluate abstractions, apply surgical changes, and verify impact through goal-driven execution for cleaner systems.

best-practices
Apr 19, 2026
4 Common LLM Coding Mistakes the Karpathy Guidelines Prevent

Avoid common LLM coding mistakes like fabricating APIs or over-engineering. The Karpathy Guidelines offer proven methods to build robust AI systems.

best-practices
Apr 19, 2026
How the Plugin System Handles Guideline Updates in the Andrej Karpathy Skills Repository

Discover how the plugin system automatically handles guideline updates in the Andrej Karpathy Skills Repository. Simply edit SKILL.md to propagate changes to users.

how-to-guide
Apr 19, 2026
How to Override or Customize Guidelines for Specific Files in Cursor

Customize file guidelines in multica-ai/andrej-karpathy-skills. Disable global settings and use glob patterns in .cursor/rules to apply rules to specific files.

how-to-guide
Apr 19, 2026
Relationship Between Claude Code Skills and Cursor Rules: A Complete Guide

Explore the relationship between Claude Code skills and Cursor rules. Understand how these mirrored configurations enforce identical behavioral guidelines for developers.

deep-dive
Apr 19, 2026
How to Measure Guideline Impact on Code Quality: A Practical Guide to Karpathy-Inspired Metrics

Measure guideline impact on code quality using Karpathy inspired metrics. Track diff size, review requests, lint warnings, test failures and PR cycle time to see real improvements.

tutorial
Apr 19, 2026
What Happens When Test‑First Verification Finds Issues in Andrej Karpathy Skills

Discover what happens when test-first verification finds issues. Learn how developers fix bugs, iterate on code, and prevent regressions in the Andrej Karpathy skills repo.

deep-dive
Apr 19, 2026

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Works with
Claude Codex Cursor VS Code OpenClaw Any MCP Client

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