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Iteration-1 profiling: implementers and per-dispatch overhead dominate (429 of 686 subagent turns; controller coordination is half the dollars and scales with dispatch count), reviewers are individually lean, and the controller pasted the diff in only 2 of 22 review dispatches when the guidance was phrased as optional. Changes: spec-reviewer-prompt.md + code-quality-reviewer-prompt.md replaced by task-reviewer-prompt.md (one reviewer, one reading of a pasted diff, two verdicts: spec compliance ✅/❌/⚠️ and task quality); one fix dispatch can address both kinds of findings; controller now runs git diff itself and pastes it (imperative, not optional); implementers run focused tests while iterating and the full suite once before committing; flowchart, example, Red Flags, tool tables updated. The broad final whole-branch review is unchanged.