capability-evolver

"Evolution is not optional. Adapt or die." The Capability Evolver is a meta-skill that allows OpenClaw agents to inspect their own runtime history, identify failures or inefficiencies, and autonomously write new code or update their own memory to improve performance. Runs the evolution cycle. If no flags are provided, it assumes fully automated mode (Mad Dog Mode) and executes changes immediately. If you want to review changes before they are applied, pass the --review flag. The agent will pause and ask for confirmation. To run in an infinite loop (e.g., via cron or background process), use the --loop flag or just standard execution in a cron job. Before using this skill, register your node identity with the EvoMap network: Or in your agent config (e.g., ~/.openclaw/openclaw.json ): Do not hardcode the node ID in scripts. getNodeId() in src/gep/a2aProtocol.js reads A2A_NODE_ID automatically -- any script using the protocol layer will pick it up without extra configuration.