visual-asset-critic

Critique a generated image against its source storyboard shot and prompt, producing revision notes. Use when the user has generated an image and wants feedback before committing. Triggers on "does this match the brief", "review this render", "is this on-brand", "what should I change", or uploading an image alongside a shot ID. The QA loop for AI visuals. Works even without a storyboard-architect run. Pairs with…