Writes `.agent/{branch}/walkthrough.md`, a one-page post-hoc review of finished work — what changed, what was assumed, and the evidence — for the reviewer to read after the fact. Use at Phase 6 before the draft PR; triggers on create walkthrough, generate walkthrough, write walkthrough artifact.