Use when designing, implementing, auditing, hardening, or operating autonomous agent loops in this repository, including Codex/Grok/Claude Code style `/loop` workflows, explicit `/goal` runs, Git worktree orchestration, connector-backed automation, sub-agent execution, STATE.md handoffs, cost controls, maker/checker verification, and AgentShield security gates.