zai-vision

Analyze visual inputs via an MCP server with stdio transport.

1|Updated Jan 7, 2026
One-click install
npx skills add https://github.com/Dwsy/zai-vision-skill --skill zai-vision
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: zai-vision
Source: https://github.com/Dwsy/zai-vision-skill/tree/main
Command: npx skills add https://github.com/Dwsy/zai-vision-skill --skill zai-vision

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires mcp, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill bridges the gap between visual information (screenshots, diagrams, videos) and actionable digital content like code, text, and analysis, streamlining development and understanding workflows.

Core Features & Use Cases

  • UI to Code: Convert UI screenshots directly into code, prompts, or design specifications.
  • OCR & Text Extraction: Extract text from any image or screenshot.
  • Error Diagnosis: Analyze error messages from screenshots to suggest fixes.
  • Diagram Understanding: Interpret technical diagrams like architecture and flowcharts.
  • Video Analysis: Process video files for insights.

Quick Start

Use the zai-vision skill to convert the UI screenshot at '/path/to/ui-screenshot.png' into React code.

Frequently Asked Questions about zai-vision

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

FAQPage Schema
How do I convert a UI screenshot into code automatically?

To convert a UI screenshot into code, this Skill analyzes the visual input and generates structured code, prompts, or design specifications. It uses an MCP server to process the image and output the corresponding code implementation directly.

Can I extract text from an image or screenshot using OCR?

Yes, you can extract text from any image or screenshot using OCR capabilities. The Skill processes the visual input through its MCP server to identify and output the embedded text, streamlining data entry and documentation workflows.

How do I analyze technical diagrams like architecture and flowcharts?

To analyze technical diagrams like architecture and flowcharts, the Skill interprets the visual structure and translates it into structured data or textual descriptions. This allows you to understand complex visual logic and integrate it into your development context.

Do I need an MCP server to run visual analysis on screenshots?

Yes, an MCP server is required to run visual analysis. The Skill leverages a Model Context Protocol server with stdio transport to dynamically load tools and execute visual processing tasks while optimizing context window usage.

What is the best way to diagnose errors from a screenshot?

The best way to diagnose errors from a screenshot is to use the Skill's visual analysis to interpret the error message. It analyzes the visual input and suggests actionable fixes, bridging visual information and troubleshooting workflows.

Can I process video files for visual insights and analysis?

Yes, you can process video files for insights. The Skill provides multimodal video analysis capabilities, allowing you to extract structured data, textual descriptions, and actionable insights from visual video inputs.