Self-improvement loop: - Created via --create-loop --from-template self-improvement - Scheduled via launchd (3600s interval) - State: running model-divergence-enforcement task: - Research approved, decomposed into 3 sequential subtasks: 1. mde-manifest-detection (models.json + detect_models.py) 2. mde-interactive-enforcement (conflict matrix + --model args + audit) 3. mde-loop-enforcement (loop.json roles + {model} substitution + check-gate) - Parent at decomposition:approved (stays active until subtasks complete) - Each subtask has BRIEF.md with scope, deliverables, acceptance criteria