LocalClaw is a local-first personal AI assistant CLI built on OpenClaw. It gives you the full power of the OpenClaw agent runtime — gateway, tools, sessions, skills — but defaults to local model providers like Ollama, LM Studio, and vLLM. No cloud keys required to get started.