karpathy-guidelines

Apply behavioral coding guidelines for simplicity and surgical changes.

1|Updated May 2, 2026

Search Tags:#code quality #code review #best practices #coding guidelines #LLM coding

Ready to run

npx skills add https://github.com/dushyantkhosla/agent-skills --skill karpathy-guidelines-dushyantkhosla

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: karpathy-guidelines
Source: https://github.com/dushyantkhosla/agent-skills/tree/main/skills/karpathy-guidelines
Command: npx skills add https://github.com/dushyantkhosla/agent-skills --skill karpathy-guidelines-dushyantkhosla

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps developers avoid common LLM coding mistakes, promoting clarity, simplicity, and maintainability in code.

Core Features & Use Cases

Behavioral Guidelines: Offers explicit guidelines to reduce overcomplication and improve code quality.
Surgical Changes: Encourages minimal changes to existing code, focusing on the user's request.
Goal-Driven Execution: Emphasizes defining and verifying success criteria for each task.

Quick Start

Implement the karpathy-guidelines to improve your coding practices and reduce common pitfalls.

Frequently Asked Questions about karpathy-guidelines

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I prevent overcomplicated code when using LLMs for coding?▼

To prevent overcomplicated code, apply behavioral coding guidelines that enforce simplicity, surgical changes, and goal-driven execution. This reduces common LLM mistakes and promotes clarity, simplicity, and maintainability in your codebase.

What are the best practices for LLM code review and refactoring?▼

Best practices for LLM code review involve enforcing behavioral guidelines that demand surgical changes and goal-driven execution. This ensures minimal modifications to existing code and verifies success criteria for each refactoring task.

How do I make surgical changes to existing code without overcomplicating it?▼

Make surgical changes by applying coding guidelines that focus strictly on the user's request and emphasize minimal modifications. This goal-driven execution approach prevents unnecessary overcomplication and maintains code quality.

Why does LLM generated code often lack maintainability and simplicity?▼

LLM generated code often lacks maintainability because it misses explicit behavioral guidelines. Without enforcing simplicity and surgical changes, LLMs tend to overcomplicate solutions and ignore standard coding best practices.

Do I need prior knowledge of coding best practices to use these behavioral guidelines?▼

Yes, implementing these behavioral guidelines requires an existing awareness of coding best practices. The guidelines build upon this foundation to reduce common LLM coding pitfalls during code reviews, refactoring, and writing new code.