karpathy-rules

What problem does it solve?

Encode and enforce four critical gate checks to prevent unsafe or misleading code blocks in AI-generated outputs.

Core Features & Use Cases

• Gate 1 — Hallucinated APIs: verify external calls exist in dependency sources.
• Gate 2 — Over-engineering: avoid unnecessary abstractions; favor simple, direct solutions.
• Gate 3 — Missing error handling: ensure robust handling of IO, network, and async operations.
• Gate 4 — Unverified assumptions: verify environment facts, paths, and versions against the codebase.
• Use Case: integrate into a code-generation workflow to ensure every block is production-ready and auditable.

Quick Start

Run Gate 1–4 verification for every code block; fix failures until all gates pass.