multica-ai/andrej-karpathy-skills
multica-ai/andrej-karpathy-skills
A configuration plugin that makes Claude Code write more reliable code, preventing AI hallucinations and over-engineering.
A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.
AI Summary
What This Project Does
This is a "behavior guideline" config file for Claude Code, making the AI listen better and write more reliable code.
What Problems It Solves
Solves issues where AI makes assumptions, over-complicates code, or accidentally changes unrelated files, avoiding useless code bloat.
Who It's For
Developers using the Claude Code CLI tool, especially those wanting to reduce AI hallucinations and optimize code quality.
Typical Use Cases
1. When adding features, forcing AI to write tests before code.
2. When fixing bugs, preventing AI from modifying other correct logic.
3. When refactoring, ensuring only necessary parts are changed without extra abstractions.
Key Strengths & Highlights
Based on Andrej Karpathy's observations on LLM pitfalls, it forces AI to follow "think before acting" and "simplicity" principles for higher quality code.
Getting Started Requirements
Requires basic command line skills, install the plugin within Claude Code, no extra server deployment needed.
Purpose
Suitable for developers wanting stricter AI coding and less rework. Not for non-Claude users or those unfamiliar with CLI, nor for scenarios needing complex backend deployment.
Category
Tech Stack
Project Info
- Primary Language
- —
- Default Branch
- main
- License
- —
- Homepage
- —
- Created
- Jan 27, 2026
- Last Commit
- 1 months ago
- Last Push
- 1 months ago
- Indexed
- Apr 18, 2026