What problem does it solve? Rendered films that pass structural gates can still be visually weak, and review sessions typically end when the author loses patience rather than when quality stops improving. This Skill wraps the existing gates, judge sheets, and critic roster into one loop with an explicit stopping rule so review ends on evidence. ## Core Features & Use Cases - Structured review rounds: Runs make ship, make judge, make beats, and make reveal per round, then scores every frame on seven dimensions (readability, hierarchy, composition, brand fidelity, asset fidelity, produced-not-generated, value). - Independent verdicts: Requires a separate critic subagent to confirm a PASS verdict, preventing the author from self-certifying their own film. - Written stopping rule: Stops after two consecutive finding-free rounds, when fixes stop raising the lowest score, or at round five with a concept-level diagnosis; includes regression and gate-is-wrong guards. - Use Case: After rendering a scene JSON to video, run the loop to catch unreadable captions, flashing seams, focal-point-free beats, and type-only frames before shipping the film. ## Quick Start Review the film I just rendered from films/scene/my-film.json and keep fixing it until the stopping rule says it is done.
