Andersonlimahw 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:
# From the root of your project
bash ~/.claude/skills/karpathy-guidelines/scripts/inject.sh
Note: The script will backup your existing
AGENTS.mdorCLAUDE.mdif they don't already contain the Lemon AI Hub marker.
Philosophy
Following Karpathy's recipe means:
- Understand first: No implementation without explicit assumptions.
- Minimize noise: Change only the lines that need changing.
- Verify always: Every task must have a verifiable success criterion.