plan-design-review

Review a UI design plan before implementation by scoring typography, visual hierarchy, color, spacing, components, states, accessibility, and microcopy from 0 to 10 to identify weak decisions. It interactively asks focused design questions and applies concrete corrections to raise every dimension to at least 6 out of 10.

AI slop detection in UI design identifies generic typography, unnecessary gradients, weak layouts, excessive cards, and vague microcopy that make interfaces feel low-quality. It scans feature plans, wireframes, and design descriptions to flag these generic AI-generated patterns before development begins.

Validate wireframes and feature plans for accessibility and interface states by reviewing feature context, design system, audience, platform, and competitive context. This process scores accessibility, evaluates component choices, and designs necessary error, loading, and interactive states to ensure implementation readiness.

Yes, you can use interactive design review for enterprise dashboards and developer tools. The process applies to feature plans, wireframes, and design descriptions across consumer products, developer tools, and enterprise dashboards to validate type scale, semantic color tokens, responsive layout, and keyboard interactions.

The best way to improve microcopy and component choices in a feature plan is through interactive plan improvement. It asks one focused design question at a time, explains what a perfect 10 looks like, and outputs an edited plan with before-and-after decisions, component requirements, and state designs.