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为 AI 开发者构建。每个 components 都经过审查。

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语言
首页>Recipes>Frontend AI Design Studio

Frontend AI Design Studio

intermediate

Generate, inspect, motion-audit, and browser-test frontend UI iterations.

架构

Extract Design System
Extracts token candidates and visual references
74/100
npx skills add arvindrk/extract-design-system
Stitch Skills
Provides structured UI generation skills
80/100
npx skills add google-labs-code/stitch-skills --list
21st.dev Magic MCP
Generates frontend components through MCP
76/100
npx @21st-dev/cli@latest install <client> --api-key <key>
Design Motion Principles
Audits motion, accessibility, and interaction polish
73/100
npx add-skill kylezantos/design-motion-principles
Playwright MCP
Verifies the result in a real browser
92/100
npx @playwright/mcp@latest

预期输出

Frontend AI Design Studio Design references extracted: 4 UI variants generated: 6 Motion findings: 5 Browser checks: 14 passed -> Reviewable frontend iteration ready

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全部安装

npx skills add arvindrk/extract-design-system
npx skills add google-labs-code/stitch-skills --list
npx @21st-dev/cli@latest install <client> --api-key <key>
npx add-skill kylezantos/design-motion-principles
npx @playwright/mcp@latest

难度

intermediate

Components

5

创建时间

May 1, 2026

场景

frontend
design
testing