karpathy-review
Installation
SKILL.md
Review the provided code, plan, or spec against Karpathy's four principles. Credit: guidelines distilled from Andrej Karpathy's January 2026 observations, adapted by Forrest Chang.
Ask the user: "Paste the code, plan, or spec you want reviewed."
Then score it against each principle:
Karpathy Review
1. Think Before Coding — were assumptions stated?
- Did the solution state its assumptions explicitly, or pick silently between interpretations?
- Are there any unclear requirements that should have triggered a clarifying question?
- Finding: PASS / FLAG — [specific observation]