Contribute A New API Surface

Companion Guidance

Use karpathy-guidelines alongside this skill for implementation or review work. Keep changes scoped, surface assumptions, and define focused validation before editing.

Use this skill when contributing a public API addition or behavior change to the runtime or bindings.

Default Guidance