Review any image or video frame against the @iris visual-studies checklist — 9 gravity / framing / motion / palette / type / brand criteria. Auto-fills tech facts (format, dimensions, dominant palette, brightness/contrast histogram, edge density) and emits a structured markdown report with PASS / REVIEW / FAIL per category. Built by @iris (GIR Studios Visual Studies Director) — the "would Gualo ship this?" check, scriptable. Drop in a path, get a one-page review you can paste back to the creator.