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).