karpathy-guidelines

Apply Karpathy-inspired behavioral guidelines to coding, reviewing, and refactoring tasks.

50|14|Updated Mar 11, 2026

Search Tags:#refactoring #llm #safety #coding #guidelines #code-review

Ready to run

npx skills add https://github.com/All-The-Vibes/ATV-StarterKit --skill karpathy-guidelines-all-the-vibes

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: karpathy-guidelines
Source: https://github.com/All-The-Vibes/ATV-StarterKit/tree/main/pkg/scaffold/templates/skills/karpathy-guidelines
Command: npx skills add https://github.com/All-The-Vibes/ATV-StarterKit --skill karpathy-guidelines-all-the-vibes

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Behavioral guidelines to reduce common LLM coding mistakes and promote safer, more deliberate coding practices.

Core Features & Use Cases

Explicit guidelines that encourage thinking before coding and surfacing assumptions.
Emphasis on minimal, surgical changes to existing code.
Framework for defining verifiable success criteria during writing, reviewing, and refactoring.

Quick Start

Apply the Karpathy Guidelines to a coding task and articulate the minimal, verifiable steps needed.

Frequently Asked Questions about karpathy-guidelines

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

FAQPage Schema

How do I enforce safe coding guidelines for LLMs during software refactoring?▼

To enforce safe coding guidelines for LLMs, you apply behavioral rules to refactoring tasks that surface assumptions, avoid overcomplication, and enforce surgical changes. This ensures LLM-generated code modifications remain minimal and well-scoped during development.

What is the best way to prevent LLM coding mistakes when reviewing code?▼

The best way to prevent LLM coding mistakes during code review is to apply explicit guidelines that encourage thinking before coding and defining verifiable success criteria. This framework surfaces underlying assumptions and enforces deliberate, surgical changes to the existing codebase.

How do I define verifiable success criteria for LLM-generated code changes?▼

You define verifiable success criteria for LLM-generated code by applying behavioral guidelines that articulate minimal, well-scoped steps needed for the task. This framework enforces surgical changes and ensures assumptions are surfaced before code is written or reviewed.

Can I use these coding guidelines to reduce overcomplication in LLM refactoring tasks?▼

Yes, you can use these coding guidelines to reduce overcomplication in LLM refactoring tasks. The guidelines explicitly emphasize minimal, surgical changes to existing code and encourage thinking before coding to avoid unnecessary complexity during development.

When do I need behavioral guidelines for LLM coding and code review?▼

You need behavioral guidelines for LLM coding and code review when you want to reduce common coding mistakes and promote safer, more deliberate practices. They are required when writing, reviewing, or refactoring code to ensure changes are surgical and success criteria are verifiable.