multimodal-looker

To extract design tokens and UI components from a screenshot, you need a multimodal visual analysis tool that identifies layouts, colors, typography, and spacing patterns directly from the image asset. This process automatically parses visual elements to generate structured UI specifications.

Yes, you can perform an accessibility audit on UI mockups by applying WCAG-based visual checks to the image. This analyzes color contrast, structural layout, and component visibility to identify potential accessibility issues before development begins.

The best way to detect visual regressions between UI screenshots is by using a compare_visuals function that analyzes changes between image assets. This supports visual QA by highlighting structural, layout, and color differences across product interfaces.

You can analyze architecture diagrams by applying a structured pipeline that identifies flowcharts, sequence relationships, and structural components within the visual content. This extracts the underlying connections and hierarchy directly from the diagram image.

Yes, multimodal visual analysis works without external dependencies, using an internal structured pipeline to process diagrams and UI mockups. It independently identifies components, design tokens, and accessibility issues from the provided visual assets.