OpenClaw-RL Training Skill by ara.so — Daily 2026 Skills collection. OpenClaw-RL is a fully asynchronous reinforcement learning framework that converts live multi-turn conversations into training signals for personalized AI agents. It wraps a self-hosted model as an OpenAI-compatible API via OpenClaw, intercepts conversations, and continuously optimizes the policy in the background without interrupting usage. It also supports scalable RL for terminal, GUI, SWE, and tool-call agents. Architecture Overview Four independent async loops that never block each other: 1. Agent Serving — OpenClaw-com…