Design, audit, redesign, or polish websites and application interfaces so they are useful, on-brand, and intentional rather than recognizably AI-generated. Use automatically for substantial visual hierarchy, layout, typography, colour, component, responsive, interaction-state, or accessibility work. Research current AI-design tells and strong and weak comparable examples. Require a user brief, reference, or existing product direction before creating a visual design. Exclude non-visual code and tiny copy-only or token-only edits.