frame-qalisted

# Frame QA - Storyboard Quality Gate This skill reviews storyboard frames after generation. It acts like a motion-design art director and production QA pass: keep what works, reject what damages product truth, and write precise regeneration direction. ## Activation Use this skill for requests like: - "go through all the frames" - "make sure these look professional" - "vet against what we built" - "which frames should regenerate?" - "this looks amateurish" - "does this honor the screenshots?" - "is this good for Higgsfield / Omni?" Do not use this skill to generate new frames unless the user explicitly asks for regeneration and `videos:storyboard` + `imagegen` are also used. ## Inputs Inspect as available: - individual generated frames - contact sheet - prompt logs - source product screenshots - accepted prior versions - rejected examples - style contract - narrative beat list - target video tool constraints Use visual inspection for image files. Do not judge from filenames alone. ## Review Axes Score each frame against: 1. Product truth: real UI language, real brand, correct feature premise. 2. Cohesion: belongs to the same sequence as the other frames. 3. Motion plausibility: looks like a still from an actual launch animation. 4. Composition: hierarchy, spacing, crop, negative space. 5. Text quality: no gibberish, fake paragraphs, bad labels, or overcrowding. 6. Logo/brand fidelity: no invented marks or mutated brand assets. 7. AI-video readiness: stable enough