Crabwalk is a companion monitor for AI agents that streams live activity from the OpenClaw gateway via WebSocket. It renders agent sessions as an interactive ReactFlow node graph, allowing developers to inspect thinking states, tool invocations, and action chains as they execute across WhatsApp, Telegram, Discord, and Slack. It runs as a CLI server with options for daemon mode, port configuration, and gateway authentication.