guanbear

OctoClaw is the TypeScript-first policy, delegation, status, and operator layer for OpenClaw. Use it when a turn should be routed through reply/delegate policy, WorkContract-backed delegation, runtime status, IM delivery, or feedback-loop tooling.

Apply Karpathy-inspired coding-agent discipline in Codex. Use when writing, reviewing, debugging, or refactoring code to state assumptions, avoid overengineering, keep edits surgical, and define verifiable success criteria.