agentic-os/skills/codebase-inspection-loop/learnings.md

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# Learnings
Add lessons learned from each run here.
## Initial Setup
- Skill created: a *looping* (multi-round, finding-driven) codebase inspection
orchestration, distinct from the single-shot fan-out skills.
- Deterministic engine `loop.py` owns all loop state (manifest + ledger) so the
agent never hand-maintains the work queue — reproducible and resumable.
- Subagents are THIS session's `delegate_task` leaf workers only (single-source).