Use only when the user explicitly invokes $agent-autonomous-loop or explicitly says to use the agent autonomous loop skill. Runs a bounded multi-round handoff/subagent loop for well-scoped implementation, refactor, documentation, review-fix, or verification tasks. Do not use implicitly, for ordinary tasks, Q&A, brainstorming, or every session.
