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vision-expert

Analyze images and screenshots to extract layout patterns, UI components, and diagrams.

2|Updated Jan 23, 2026
Search Tags:#images#OCR#diagrams#analyze#visual-debugging#UI-analysis#code-from-images
One-click install
npx skills add https://github.com/traylinx/switchAILocal --skill vision-expert
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: vision-expert
Source: https://github.com/traylinx/switchAILocal/tree/main/plugins/cortex-router/skills/vision-expert
Command: npx skills add https://github.com/traylinx/switchAILocal --skill vision-expert

SYSTEM DOCUMENTATION & REQUIREMENTS

## What problem does it solve? This Skill helps teams quickly understand and interpret visual content by automatically analyzing images, diagrams, and UI screenshots to identify layout, components, and relationships.

## Core Features & Use Cases

  • UI/UX Analysis: Identify layout patterns, components, and accessibility concerns.
  • Diagram Interpretation: Analyze architecture diagrams, flowcharts, ER diagrams, and network layouts.
  • Code/Technical Images: Read code from screenshots, infer languages, and spot visible errors.
  • Data Visualization: Interpret charts and extract data values from visuals.
  • Use Case: For a UI audit, provide a screenshot to generate a component list and design notes.

### Quick Start Provide an image or screenshot (e.g., dashboard.png) to analyze. The model will return identified layout patterns, UI components, and a mapping of visual elements to code components.

Frequently Asked Questions about vision-expert

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze UI layouts and extract components from screenshots?▼

UI analysis extracts layout patterns and identifies visual components from screenshots. Upload a screenshot to automatically map UI elements, generate component lists, and assess accessibility concerns for design audits and system reviews.

Can I read code from images and identify programming errors visually?▼

Yes. The Skill reads code from screenshots, infers the programming language, and spots visible syntax or logic errors. Useful for code reviews, technical documentation images, and visual debugging workflows.

What kinds of diagrams can I interpret with image analysis?▼

Diagram interpretation covers architecture diagrams, flowcharts, entity-relationship diagrams, and network layouts. The Skill extracts structure, relationships, and spatial logic to clarify technical system design.

How do I extract data from charts and visualizations in images?▼

Data visualization analysis interprets charts and extracts numerical values, labels, and trends from image data. Useful for converting visual analytics into actionable insights without manual transcription.

Does OCR work across different image formats and resolutions?▼

OCR and visual recognition function across standard image formats. Quality depends on image clarity and resolution; higher-resolution screenshots and diagrams yield more accurate component and text extraction.

Can I use this for accessibility assessment of design systems?▼

Yes. The Skill identifies accessibility concerns in UI layouts, component visibility, and contrast patterns. Supports design system audits and inclusive UX reviews by flagging potential barriers to usability.

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