Auto Review

Review a change across every dimension at once, then keep only the findings that survive an adversarial check — autonomously. It fans out independent reviewers over the diff (correctness, security, performance, maintainability/readability, test adequacy, API/contract & compatibility), dedups their findings, and puts each through a majority-refute verification so false positives never reach you or drive a fix. Survivors come back severity-labeled and actionable (file:line, why, suggested fix), and — if you ask — a bounded fix loop resolves the confirmed blockers. It fails closed: a dimension that didn't actually run is reported as a gap, never as "clean". This is the REVIEW phase. Composes fan-out-work (dimensions), adversarial-verify (confirm findings), converge-loop (optional fix), and checkpoint-resume.

ulpi-io 6ad2b88 2 files · 20.0 KB Updated

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ulpi-io/autonomous-engineering/tree/main/auto-review commit 6ad2b88a2a

Frequently asked questions

npx skillmds@latest add ulpi-io/auto-review