01 · READ AND MATCH
Break the source down, map it to a design system
The AI extracts design tokens (colors, typography, spacing, radius, shadows) and detects UI components, grouped as atoms, molecules, organisms and templates. Every value carries a confidence level, High, Medium or Low, so reviewers see what to check first.
- Screenshot · available
- URL · preview
- Repository · preview
- Figma file · via plugin
Each detected component is resolved against a component catalog instead of being redrawn freehand. Today that catalog is shadcn/ui with Tailwind, so Figma components and code components share one vocabulary. Using your own repository as the catalog is the next step.