Needs human (0): unsure / dual-AI disagree. Click tile to mark reject, then Approve all (+2). AI reject (−1): swim / multi / pet / text / >15s. Sensitive hold (−2): no thumbnail. Supervisor may Open. Approve-all never includes −2. Supervisor: restore (+3) or uphold (−4). Each tile has Run Gemini / Run Abacus (will not overwrite +3/−4).