domains / families / research / auto-review-loop
Autonomous multi-round research review loop. Repeatedly reviews via Codex MCP, implements fixes, and re-reviews until positive assessment or max rounds reached. Use when user says "auto review loop", "review until it passes", or wants autonomous iterative improvement. Autonomous multi-round research review loop. In Copilot CLI it defaults to the native complementary rubber-duck subagent with host-event model evidence; elsewhere it uses Codex, while explicit external reviewer overrides remain available. Implements fixes and re-reviews until a policy-approved positive assessment or max rounds is reached.
The two copies implement the same review-fix-rereview loop but disagree on the stop condition, reviewer backend, and state persistence. The wanshuiyin copy is the more evolved procedure (Copilot-native reviewer, explicit AND stop condition, difficulty levels, output directory, HTML rendering, and a warning against external timers), while the brycewang copy adds a concrete REVIEW_STATE.json persistence and resume protocol that the wanshuiyin copy does not contain. Crowning one would hide a real alternative: the brycewang copy's state recovery is a material step absent from the other, and the wanshuiyin copy's reviewer routing and stop-condition correction are absent from the other.