karpathy-guidelines is agent-read markdown (skill) from andersonlimahw/lemon-ai-hub: Injects Lemon AI Hub's standard AGENTS.md and CLAUDE.md guidelines into the current workspace. Enforces Andrej Karpathy's surgical coding style, simplicity, and goal-driven execution..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# Karpathy Guidelines
This skill injects the high-engineering standards of the Lemon AI Hub into your project. It ensures that any AI agent working on this codebase follows the **Andrej Karpathy surgical coding style**.
## Purpose
- **AGENTS.md**: Standardizes behavioral guidelines (Think before coding, Simplicity first, Surgical changes, Goal-driven execution).
- **CLAUDE.md**: Configures session setup rules and entry points for the active agent.
## Usage
Use this skill when you want to:
- Initialize a new project with professional AI-native guidelines.
- Update an existing project to match the Lemon.dev engineering philosophy.
- Fix "vibe coding" issues by enforcing structured reasoning and minimal changes.
## Commands
Run the injection script from your terminal:
```bash
# From the root of your project
bash ~/.claude/skills/karpathy-guidelines/scripts/inject.sh
```
> **Note:** The script will backup your existing `AGENTS.md` or `CLAUDE.md` if they don't already contain the Lemon AI Hub marker.
## Philosophy
Following Karpathy's recipe means:
1. **Understand first:** No implementation without explicit assumptions.
…
Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
GET https://markdownregistry.com/api/v1/artifacts/art_cylq6i6rwufo6sci
GET https://markdownregistry.com/api/v1/resolve?ref=andersonlimahw/lemon-ai-hub/karpathy-guidelines
GET https://markdownregistry.com/api/v1/blob/9ce6f3d50984018b7781777b423bf7284a1ecc0644223d677e069ad1f339b648
Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
andersonlimahw/lemon-ai-hub · plugins/ads/SKILL.md · When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X…
andersonlimahw/lemon-ai-hub · plugins/agent-sdk-dev/SKILL.md · agent-sdk-dev plugin. Routes to its sub-skills: agent-sdk-dev, agent-sdk-verifier-py. Use when the task matches any of…
andersonlimahw/lemon-ai-hub · plugins/agent-sdk-dev/skills/agent-sdk-dev/SKILL.md · A comprehensive skill for creating new Agent SDK applications. Guides through creating TypeScript or Python SDK apps…
mxyhi/ok-skills · karpathy-guidelines/SKILL.md · Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid…
coco-research/coco · skills/karpathy-guidelines/SKILL.md · Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid…
openyida/openyida · .agents/skills/karpathy-guidelines/SKILL.md · Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid…
youdotcom-oss/agent-skills · .agents/skills/karpathy-guidelines/SKILL.md · Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid…
jjmartres/ai-coding-agents · shared/.ai-agents/skills/karpathy-guidelines/SKILL.md · Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid…
