Delegates real work to a coding agent (Claude Code, Cursor agent mode, Codex, Aider) and tracks the run end-to-end. Triggers on "execute", "run agent", "ship this", "delegate this", "hand off to Claude Code". Creates a run reference, watches for completion signals, links output back into the conversation, and offers to save successful execution patterns to ~/ai-doctrine.md so the same delegation playbook works across every agentic tool the user has installed.
