generate-ui-from-brand

To extract design tokens from a website URL, the pipeline analyzes the live site to pull raw styling values and normalizes them into a semantic token system. It automatically outputs a structured UI specification with color, typography, and spacing mappings.

A UI specification generated from a DESIGN.md is a concrete blueprint containing semantic design tokens, UX rules, and component structures. It translates raw documentation into an actionable design system ready for implementation and visual refactoring.

Auditing a brand design system for UI consistency requires extracting live design tokens and validating them against established UX rules. This process normalizes raw values into semantic tokens to align cross-product interfaces and output a concrete UI spec.

You do not need a DESIGN.md file exclusively; you can use a live URL to generate a UI spec. The pipeline accepts either input to extract, normalize, and map design tokens into a structured component system.

You need to normalize raw design tokens into a semantic system during brand refreshes, design audits, or UI refactoring. This ensures consistent visual outcomes by mapping extracted values into a unified design system across products.

The best way to align cross-product interfaces during a brand refresh is generating a concrete UI specification from a URL or DESIGN.md. This normalizes styling into semantic design tokens and applies UX rules for consistent implementation.