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karpathy-guidelines

Apply Andrej Karpathy's behavioral guidelines to LLM code for simpler, safer development.

Updated Dec 28, 2025
Search Tags:#code quality#best practices#code refactoring#software safety#LLM coding
One-click install
npx skills add https://github.com/kvnaponte/Cinema_Puntuacion --skill karpathy-guidelines-kvnaponte
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: karpathy-guidelines
Source: https://github.com/kvnaponte/Cinema_Puntuacion/tree/main/.claude/skills/karpathy-guidelines
Command: npx skills add https://github.com/kvnaponte/Cinema_Puntuacion --skill karpathy-guidelines-kvnaponte

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Reduces common mistakes in code development, leading to cleaner, more efficient, and safer codebases.

Core Features & Use Cases

  • Reduce Complexity: Identifies overcomplications and promotes simpler solutions.
  • Surgical Refactoring: Ensures only necessary code changes are made, leaving the codebase clean.
  • Verifiable Success: Sets clear criteria for success to loop improvements until confirmed.
  • Use Case: Refactor legacy code with confidence, reducing future bugs and maintenance challenges.

Quick Start

Use the 'karpathy-guidelines' skill to apply Andrej Karpathy's coding guidelines to your current project.

Frequently Asked Questions about karpathy-guidelines

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

FAQPage Schema
How do I apply LLM coding best practices to reduce code complexity?▼

Use behavioral guidelines to identify overcomplications and promote simpler solutions in LLM code. This minimizes common mistakes during development, leading to cleaner, more efficient codebases.

What is surgical refactoring and how does it improve software safety?▼

Surgical refactoring ensures only necessary code changes are made, leaving the codebase clean. It improves software safety by reducing future bugs and maintenance challenges during legacy updates.

How do I set verifiable success criteria for code refactoring?▼

Set clear criteria for success to loop improvements until confirmed. This ensures code refactoring meets defined safety and quality benchmarks, reducing overcomplication and verifying the final output.

Can I use these guidelines to review legacy code for common mistakes?▼

Yes, you can refactor legacy code with confidence using these guidelines. The approach identifies overcomplications and enforces surgical changes, reducing future bugs and maintenance challenges.

When should I not use automated guidelines for code refactoring?▼

Avoid automated guidelines when surgical changes are unnecessary or success criteria cannot be clearly defined. Overcomplicated codebases requiring complex, non-surgical interventions may need manual review first.

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