# Generative UI

> Use this tool when you need to generate consistent and streaming-safe interactive visualizations, such as charts, diagrams, and UI layouts, to solve problems like inconsistent design and high system prompt token usage. It provides structured design guidelines for AI models to produce five module types, including interactive HTML controls and SVG illustrations, with on-demand loading to reduce token usage. Ideal for use cases requiring dynamic and standardized visualizations, such as data analysis and user interface design.

Canonical page: https://skillsregistry.net/skills/gh-op7418-generative-ui  
JSON: https://api.skillsregistry.net/v1/skills/gh-op7418-generative-ui

## Description

Provides structured design guidelines that AI models load on demand to produce consistent, streaming-safe interactive visualizations. Covers five module types: interactive HTML controls, Chart.js patterns, UI mockup layouts, SVG illustrations, and diagram types including flowcharts, timelines, and matrices. Reduces system prompt token usage by letting models request guidelines only when needed.

## Trust

- **Trust score (0–1):** 0.98
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/gh-op7418-generative-ui)
- **Repository:** <https://github.com/op7418/generative-ui-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "gh-op7418-generative-ui"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/gh-op7418-generative-ui` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/gh-op7418-generative-ui/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt