frontend-design-review
Frontend Design Review
Most AI-generated interfaces fail the same way: they compile, they look plausible in code, and they render as the average of every landing page in the training data. Dark blue for a developer tool. Purple gradient for a music app. Three icon cards in a row. A tiny uppercase eyebrow above every section.
This skill replaces taste-by-vibes with thresholds. It gives Claude a design contract to lock before writing CSS, numeric laws to satisfy while writing it, a list of banned defaults with the specific replacement for each, and a render-and-compare loop so nothing is called done from reading code. It works on product UI, dashboards, marketing pages, component systems, and app store assets.
Core principle: strip the logo and the surface must still be unmistakably this product, and render the result before claiming it works.