| name | zai-vision |
| description | Dynamic access to zai-vision MCP server (8 tools, transport: stdio) |
zai-vision Skill
This skill provides dynamic access to the zai-vision MCP server with progressive disclosure loading.
Transport Protocol
Protocol: Standard Input/Output (stdio)
Context Efficiency
Traditional MCP approach:
- All 8 tools loaded at startup
- Estimated context: 4000 tokens
This skill approach:
- Metadata only: ~150 tokens
- Full instructions (when used): ~5k tokens
- Tool execution: 0 tokens (runs externally)
Available Tools
ui_to_artifact - Convert UI screenshots into various artifacts: code, prompts, design specifications, or descriptions.
extract_text_from_screenshot - Extract and recognize text from screenshots using advanced OCR capabilities.
diagnose_error_screenshot - Diagnose and analyze error messages, stack traces, and exception screenshots.
understand_technical_diagram - Analyze and explain technical diagrams including architecture diagrams, flowcharts, UML, ER diagrams, and system design diagrams.
analyze_data_visualization - Analyze data visualizations, charts, graphs, and dashboards to extract insights and trends.
ui_diff_check - Compare two UI screenshots to identify visual differences and implementation discrepancies.
analyze_image - General-purpose image analysis for scenarios not covered by specialized tools.
analyze_video - Analyze video content using advanced AI vision models.
Usage Pattern
When the user's request matches this skill's capabilities: