feat: add team-frontend skill with ui-ux-pro-max integration

5-role frontend dev team (coordinator/analyst/architect/developer/qa)
- analyst: Skill-based ui-ux-pro-max integration for design intelligence
- architect: data-driven design tokens from design-intelligence.json
- developer: token-aware code generation with anti-pattern constraints
- qa: 5-dimension audit (code/a11y/design/ux/pre-delivery)
- 3 pipelines: page(CP-1), feature(CP-1+CP-2+CP-8), system(CP-9 dual-track)

.claude/skills/team-frontend/roles/analyst/commands/design-intelligence.md

@@ -0,0 +1,150 @@
+# Command: design-intelligence
+
+> 通过 Skill 调用 ui-ux-pro-max 获取行业设计智能，生成 design-intelligence.json。
+
+## When to Use
+
+- Phase 3 of analyst role: Core design intelligence retrieval
+- ui-ux-pro-max skill 已安装
+
+## Strategy
+
+### Delegation Mode
+
+**Mode**: Skill invocation
+**Skill**: `ui-ux-pro-max`
+
+## Execution Steps
+
+### Step 1: 调用 ui-ux-pro-max 生成设计系统
+
+analyst 在 subagent 中通过 Skill 调用 ui-ux-pro-max，获取完整设计系统推荐：
+
+```javascript
+// 核心调用：生成完整设计系统
+// ui-ux-pro-max 的 Step 2 会自动执行 search.py --design-system
+Task({
+  subagent_type: "general-purpose",
+  run_in_background: false,
+  description: "Retrieve design intelligence via ui-ux-pro-max skill",
+  prompt: `调用 ui-ux-pro-max skill 获取设计系统推荐。
+
+## 需求
+- 产品类型/行业: ${industry}
+- 关键词: ${keywords}
+- 技术栈: ${detectedStack}
+
+## 执行步骤
+
+### 1. 生成设计系统（必须）
+Skill(skill="ui-ux-pro-max", args="${industry} ${keywords} --design-system")
+
+### 2. 补充 UX 指南
+Skill(skill="ui-ux-pro-max", args="accessibility animation responsive --domain ux")
+
+### 3. 获取技术栈指南
+Skill(skill="ui-ux-pro-max", args="${keywords} --stack ${detectedStack}")
+
+## 输出
+将所有结果整合写入: ${sessionFolder}/analysis/design-intelligence-raw.md
+
+包含:
+- 设计系统推荐（pattern, style, colors, typography, effects, anti-patterns）
+- UX 最佳实践
+- 技术栈指南
+- 行业反模式列表
+`
+})
+```
+
+### Step 2: 解析 Skill 输出
+
+```javascript
+// 读取 ui-ux-pro-max 的原始输出
+let rawOutput = ''
+try {
+  rawOutput = Read(`${sessionFolder}/analysis/design-intelligence-raw.md`)
+} catch {}
+
+// 解析为结构化 design-intelligence.json
+const designIntelligence = {
+  _source: "ui-ux-pro-max-skill",
+  _generated_at: new Date().toISOString(),
+  industry: industry,
+  detected_stack: detectedStack,
+  design_system: parseDesignSystem(rawOutput),
+  ux_guidelines: parseUxGuidelines(rawOutput),
+  stack_guidelines: parseStackGuidelines(rawOutput),
+  recommendations: {
+    style: null,
+    color_palette: null,
+    typography: null,
+    anti_patterns: parseAntiPatterns(rawOutput),
+    must_have: industryConfig?.mustHave || []
+  }
+}
+
+Write(`${sessionFolder}/analysis/design-intelligence.json`, JSON.stringify(designIntelligence, null, 2))
+```
+
+### Step 3: Fallback
+
+```javascript
+// 若 ui-ux-pro-max skill 不可用（未安装），降级为 LLM 通用设计知识
+// analyst 在 Phase 3 中直接基于 LLM 知识生成设计推荐
+if (!skillAvailable) {
+  return {
+    _source: "llm-general-knowledge",
+    _fallback: true,
+    note: "ui-ux-pro-max skill not installed. Install via: /plugin install ui-ux-pro-max@ui-ux-pro-max-skill"
+  }
+}
+```
+
+## Skill 调用参考
+
+ui-ux-pro-max 支持的调用方式：
+
+| 用途 | 调用 |
+|------|------|
+| 完整设计系统 | `Skill(skill="ui-ux-pro-max", args="<query> --design-system")` |
+| 持久化设计系统 | `Skill(skill="ui-ux-pro-max", args="<query> --design-system --persist -p <name>")` |
+| 领域搜索 | `Skill(skill="ui-ux-pro-max", args="<query> --domain <domain>")` |
+| 技术栈指南 | `Skill(skill="ui-ux-pro-max", args="<query> --stack <stack>")` |
+
+可用领域: product, style, typography, color, landing, chart, ux, web
+可用技术栈: html-tailwind, react, nextjs, vue, svelte, shadcn, swiftui, react-native, flutter
+
+## Output Format
+
+```json
+{
+  "_source": "ui-ux-pro-max-skill",
+  "design_system": {
+    "pattern": "...",
+    "style": "...",
+    "colors": { "primary": "...", "secondary": "...", "cta": "..." },
+    "typography": { "heading": "...", "body": "..." },
+    "effects": "...",
+    "anti_patterns": []
+  },
+  "ux_guidelines": [],
+  "stack_guidelines": {},
+  "recommendations": {
+    "style": null,
+    "color_palette": null,
+    "typography": null,
+    "anti_patterns": [],
+    "must_have": []
+  }
+}
+```
+
+## Error Handling
+
+| Scenario | Resolution |
+|----------|------------|
+| ui-ux-pro-max skill not installed | Fallback to LLM general knowledge, suggest install command |
+| Skill execution error | Retry once, then fallback |
+| Partial output | Use available data, fill gaps with defaults |
+| Timeout | Use partial results, log warning |