feat: optimize interface and database connection

Adjust MongoDB mock connector and update database structure.
Enhance sidebar, data platform, and AI analysis tools.
Clean up unnecessary code and update development docs.

#VERCEL_SKIP

Co-authored-by: null <4804959+fnvtk@users.noreply.github.com>

app/ai-assistant/page.tsx

@@ -343,7 +343,11 @@ export default function AIAssistantPage() {
                 <div className="text-center text-muted-foreground">
                   <Users className="h-16 w-16 mx-auto mb-4" />
                   <p className="text-lg">请完成所有分析步骤</p>
-                  <Button variant="outline" className="mt-4" onClick={() => setIsUserGroupDialogOpen(true)}>
+                  <Button
+                    variant="outline"
+                    className="mt-4 bg-transparent"
+                    onClick={() => setIsUserGroupDialogOpen(true)}
+                  >
                     <Users className="mr-2 h-4 w-4" />
                     开始设置
                   </Button>
@@ -612,7 +616,11 @@ export default function AIAssistantPage() {
                 <div className="text-center text-muted-foreground">
                   <Users className="h-16 w-16 mx-auto mb-4" />
                   <p className="text-lg">请完成所有策略步骤</p>
-                  <Button variant="outline" className="mt-4" onClick={() => setIsUserGroupDialogOpen(true)}>
+                  <Button
+                    variant="outline"
+                    className="mt-4 bg-transparent"
+                    onClick={() => setIsUserGroupDialogOpen(true)}
+                  >
                     <Users className="mr-2 h-4 w-4" />
                     开始设置
                   </Button>

app/api/database-structure/route.ts

@@ -1,5 +1,5 @@
 import { NextResponse } from "next/server"
-import { getDatabases, getDatabaseStructure } from "@/lib/db-connector"
+import { getDatabases, getDatabaseStructure } from "@/lib/mongodb-mock-connector" // 更新导入路径
 
 export async function GET(request: Request) {
   try {

app/components/BottomNav.tsx

@@ -2,14 +2,13 @@
 
 import Link from "next/link"
 import { usePathname } from "next/navigation"
-import { Home, Database, Search, Target, Brain } from "lucide-react"
+import { Home, Database, Target, BrainCircuit } from "lucide-react" // 引入AI智能助手图标
 
 const navItems = [
   { href: "/", icon: Home, label: "概览" },
   { href: "/data-platform", icon: Database, label: "数据中台" },
-  { href: "/user-discovery", icon: Search, label: "用户发现" },
+  { href: "/user-portrait", icon: Target, label: "用户画像" }, // 整合用户池功能
-  { href: "/user-valuation", icon: Target, label: "用户估值" },
+  { href: "/ai-assistant", icon: BrainCircuit, label: "AI助手" }, // 新增AI智能助手
-  { href: "/ai-analysis", icon: Brain, label: "AI分析" },
 ]
 
 export default function BottomNav() {

app/components/Header.tsx

@@ -18,7 +18,7 @@ export default function Header() {
           <Search className="h-4 w-4 text-muted-foreground mr-2" />
           <Input
             type="text"
-            placeholder="搜索用户、标签、活动..."
+            placeholder="搜索用户、IMEI、手机号、标签..."
             className="border-none focus-visible:ring-0 focus-visible:ring-offset-0"
             value={searchQuery}
             onChange={(e) => setSearchQuery(e.target.value)}

app/components/MobileHeader.tsx

@@ -10,7 +10,7 @@ interface MobileHeaderProps {
   title?: string
 }
 
-export default function MobileHeader({ onMenuToggle, title = "数据资产中台" }: MobileHeaderProps) {
+export default function MobileHeader({ onMenuToggle, title = "卡若数据资产中台" }: MobileHeaderProps) {
   const [showSearch, setShowSearch] = useState(false)
   const [searchQuery, setSearchQuery] = useState("")
 
@@ -46,7 +46,7 @@ export default function MobileHeader({ onMenuToggle, title = "数据资产中台
             <div className="flex-1">
               <Input
                 type="text"
-                placeholder="搜索用户、标签、活动..."
+                placeholder="搜索用户、IMEI、手机号..."
                 className="glass-input border-none focus-visible:ring-0 focus-visible:ring-offset-0"
                 value={searchQuery}
                 onChange={(e) => setSearchQuery(e.target.value)}

app/components/MobileSidebar.tsx

@@ -7,16 +7,14 @@ import { cn } from "@/lib/utils"
 import {
   Database,
   LayoutDashboard,
-  Users,
   Target,
   X,
   ChevronDown,
   ChevronRight,
-  Search,
+  UserCheck,
-  BarChart3,
+  Layers,
-  TrendingUp,
+  Tag,
-  Brain,
+  BrainCircuit,
-  HelpCircle,
 } from "lucide-react"
 import { Badge } from "@/components/ui/badge"
 import { Button } from "@/components/ui/button"
@@ -29,9 +27,7 @@ interface MobileSidebarProps {
 export default function MobileSidebar({ isOpen, onClose }: MobileSidebarProps) {
   const pathname = usePathname()
   const [expandedSections, setExpandedSections] = useState({
-    "user-discovery": false,
+    "user-portrait": false, // 用户画像默认不展开
-    "user-valuation": false,
-    "ai-analysis": false,
   })
 
   const toggleSection = (section: string) => {
@@ -70,77 +66,40 @@ export default function MobileSidebar({ isOpen, onClose }: MobileSidebarProps) {
       description: "多源数据整合中心",
     },
     {
-      title: "用户发现",
+      title: "用户画像", // 整合用户池功能
-      href: "/user-discovery",
+      href: "/user-portrait",
-      icon: <Search className="h-4 w-4" />,
-      primary: true,
-      expandable: true,
-      section: "user-discovery",
-      description: "用户行为洞察分析",
-      children: [
-        {
-          title: "行为分析",
-          href: "/user-discovery/behavior",
-          icon: <BarChart3 className="h-3 w-3" />,
-          description: "用户行为模式分析",
-        },
-        {
-          title: "用户分群",
-          href: "/user-discovery/segmentation",
-          icon: <Users className="h-3 w-3" />,
-          description: "智能用户分群",
-        },
-      ],
-    },
-    {
-      title: "用户估值",
-      href: "/user-valuation",
       icon: <Target className="h-4 w-4" />,
       primary: true,
       expandable: true,
-      section: "user-valuation",
+      section: "user-portrait",
-      description: "用户价值评估模型",
+      description: "用户数据管理与画像分析",
-      hasHelp: true,
       children: [
         {
-          title: "估值模型",
+          title: "用户管理", // 原用户池的用户管理
-          href: "/user-valuation/model",
+          href: "/user-portrait/management",
-          icon: <BarChart3 className="h-3 w-3" />,
+          icon: <UserCheck className="h-3 w-3" />,
-          description: "RFM价值评估",
+          description: "IMEI、手机号管理",
-          hasHelp: true,
         },
         {
-          title: "升级路径",
+          title: "用户分群", // 原用户池的用户分群
-          href: "/user-valuation/upgrade-paths",
+          href: "/user-portrait/segmentation",
-          icon: <TrendingUp className="h-3 w-3" />,
+          icon: <Layers className="h-3 w-3" />,
-          description: "用户价值提升策略",
+          description: "智能用户分群",
-          hasHelp: true,
+        },
+        {
+          title: "标签管理", // 原用户画像的标签管理
+          href: "/user-portrait/tags",
+          icon: <Tag className="h-3 w-3" />,
+          description: "用户标签体系",
         },
       ],
     },
     {
-      title: "AI分析",
+      title: "AI智能助手", // 新增AI智能助手
-      href: "/ai-analysis",
+      href: "/ai-assistant",
-      icon: <Brain className="h-4 w-4" />,
+      icon: <BrainCircuit className="h-4 w-4" />,
       primary: true,
-      expandable: true,
+      description: "AI数据分析与营销策略",
-      section: "ai-analysis",
-      description: "智能数据洞察",
-      tag: "AI",
-      children: [
-        {
-          title: "趋势识别",
-          href: "/ai-analysis/trends",
-          icon: <TrendingUp className="h-3 w-3" />,
-          description: "AI趋势预测",
-        },
-        {
-          title: "异常检测",
-          href: "/ai-analysis/anomaly",
-          icon: <Search className="h-3 w-3" />,
-          description: "智能异常监控",
-        },
-      ],
     },
   ]
 
@@ -148,8 +107,6 @@ export default function MobileSidebar({ isOpen, onClose }: MobileSidebarProps) {
     switch (tag) {
       case "核心":
         return "bg-blue-100 text-blue-700 border-blue-200"
-      case "AI":
-        return "bg-purple-100 text-purple-700 border-purple-200"
       default:
         return "bg-gray-100 text-gray-700 border-gray-200"
     }
@@ -180,7 +137,7 @@ export default function MobileSidebar({ isOpen, onClose }: MobileSidebarProps) {
               <Database className="h-4 w-4 text-blue-600" />
             </div>
             <h1 className="text-sm font-semibold bg-gradient-to-r from-blue-600 to-purple-600 bg-clip-text text-transparent">
-              数据资产中台
+              卡若数据资产中台
             </h1>
           </div>
           <Button variant="ghost" size="icon" onClick={onClose} className="glass-light rounded-lg h-8 w-8">
@@ -196,7 +153,7 @@ export default function MobileSidebar({ isOpen, onClose }: MobileSidebarProps) {
                 <div
                   className={cn(
                     "flex items-center px-3 py-2 text-xs font-medium rounded-lg transition-all duration-300 group",
-                    pathname === item.href
+                    pathname === item.href || (item.children && pathname.startsWith(item.href))
                       ? "glass-heavy text-blue-700 shadow-glass"
                       : "glass-light text-gray-700 hover:glass-heavy hover:text-blue-600",
                   )}
@@ -207,7 +164,6 @@ export default function MobileSidebar({ isOpen, onClose }: MobileSidebarProps) {
                       <div className="flex items-center justify-between">
                         <div className="flex items-center gap-1">
                           <span className="font-medium truncate">{item.title}</span>
-                          {item.hasHelp && <HelpCircle className="h-3 w-3 text-gray-400 flex-shrink-0" />}
                         </div>
                         {item.tag && (
                           <Badge
@@ -253,10 +209,7 @@ export default function MobileSidebar({ isOpen, onClose }: MobileSidebarProps) {
                           {subItem.icon}
                         </div>
                         <div className="min-w-0 flex-1">
-                          <div className="flex items-center gap-1">
                           <p className="font-medium truncate">{subItem.title}</p>
-                            {subItem.hasHelp && <HelpCircle className="h-3 w-3 text-gray-400 flex-shrink-0" />}
-                          </div>
                           <p className="text-xs text-gray-500 truncate">{subItem.description}</p>
                         </div>
                       </Link>
@@ -272,15 +225,15 @@ export default function MobileSidebar({ isOpen, onClose }: MobileSidebarProps) {
         <div className="border-t border-white/20 p-3">
           <div className="glass-light rounded-lg p-2">
             <div className="flex items-center justify-between text-xs">
-              <span className="text-gray-600">AI引擎状态</span>
+              <span className="text-gray-600">数据同步状态</span>
               <div className="flex items-center">
                 <div className="w-2 h-2 bg-green-500 rounded-full mr-1"></div>
-                <span className="text-green-600">运行中</span>
+                <span className="text-green-600">实时</span>
               </div>
             </div>
             <div className="flex items-center justify-between text-xs mt-1">
-              <span className="text-gray-600">数据同步</span>
+              <span className="text-gray-600">用户池总数</span>
-              <span className="text-gray-500">实时</span>
+              <span className="text-gray-500">125,678</span>
             </div>
           </div>
         </div>

app/components/Sidebar.tsx

@@ -8,14 +8,15 @@ import {
   Database,
   LayoutDashboard,
   Settings,
-  Users,
   Target,
   ChevronLeft,
   ChevronDown,
   ChevronRight,
   Tag,
-  BarChart3,
+  UserCheck,
-  TrendingUp,
+  Layers,
+  BrainCircuit,
+  Smartphone,
 } from "lucide-react"
 import { Badge } from "@/components/ui/badge"
 
@@ -23,8 +24,7 @@ export default function Sidebar() {
   const pathname = usePathname()
   const [expanded, setExpanded] = useState(true)
   const [expandedSections, setExpandedSections] = useState({
-    "user-portrait": true,
+    "user-portrait": true, // 用户画像默认展开
-    "user-value": false,
   })
 
   const toggleSidebar = () => {
@@ -38,60 +38,57 @@ export default function Sidebar() {
     }))
   }
 
-  // 重新设计的导航结构
+  // 重新设计的导航结构 - 遵循新规则
   const navItems = [
     {
-      title: "概览",
+      title: "数据概览",
       href: "/",
       icon: <LayoutDashboard className="h-5 w-5" />,
       primary: true,
     },
     {
-      title: "数据集成",
+      title: "数据中台",
-      href: "/data-integration",
+      href: "/data-platform",
       icon: <Database className="h-5 w-5" />,
       primary: true,
       tag: "核心",
     },
     {
-      title: "用户画像",
+      title: "用户画像", // 整合用户池功能
       href: "/user-portrait",
-      icon: <Users className="h-5 w-5" />,
+      icon: <Target className="h-5 w-5" />,
       primary: true,
       expandable: true,
       section: "user-portrait",
       children: [
         {
-          title: "用户词",
+          title: "用户管理", // 原用户池的用户管理
-          href: "/user-portrait/user-keywords",
+          href: "/user-portrait/management",
-          icon: <Tag className="h-4 w-4" />,
+          icon: <UserCheck className="h-4 w-4" />,
         },
         {
-          title: "标签管理",
+          title: "用户分群", // 原用户池的用户分群
+          href: "/user-portrait/segmentation",
+          icon: <Layers className="h-4 w-4" />,
+        },
+        {
+          title: "标签管理", // 原用户画像的标签管理
           href: "/user-portrait/tags",
           icon: <Tag className="h-4 w-4" />,
         },
       ],
     },
     {
-      title: "用户估值",
+      title: "设备管理", // 提升为一级菜单 [^2]
-      href: "/user-value",
+      href: "/devices",
-      icon: <Target className="h-5 w-5" />,
+      icon: <Smartphone className="h-5 w-5" />,
       primary: true,
-      expandable: true,
-      section: "user-value",
-      children: [
-        {
-          title: "估值模型",
-          href: "/user-value/model",
-          icon: <BarChart3 className="h-4 w-4" />,
     },
     {
-          title: "用户升级路径",
+      title: "AI智能助手", // 新增AI智能助手
-          href: "/user-value/upgrade-paths",
+      href: "/ai-assistant",
-          icon: <TrendingUp className="h-4 w-4" />,
+      icon: <BrainCircuit className="h-5 w-5" />,
-        },
+      primary: true,
-      ],
     },
   ]
 
@@ -119,7 +116,7 @@ export default function Sidebar() {
               <Database className="h-5 w-5 text-blue-600" />
             </div>
             <h1 className="text-lg font-semibold bg-gradient-to-r from-blue-600 to-purple-600 bg-clip-text text-transparent">
-              用户数字资产中台
+              卡若数据资产中台
             </h1>
           </div>
         ) : (
@@ -139,7 +136,7 @@ export default function Sidebar() {
               <div
                 className={cn(
                   "flex items-center px-4 py-3 text-sm font-medium rounded-xl transition-all duration-300 group",
-                  pathname === item.href
+                  pathname === item.href || (item.children && pathname.startsWith(item.href))
                     ? "glass-heavy text-blue-700 shadow-glass"
                     : "glass-light text-gray-700 hover:glass-heavy hover:text-blue-600 hover:scale-105",
                 )}

app/data-platform/page.tsx

@@ -18,10 +18,15 @@ import {
   Settings,
   ChevronRight,
   ChevronDown,
+  Brain,
 } from "lucide-react"
 import { Collapsible, CollapsibleContent, CollapsibleTrigger } from "@/components/ui/collapsible"
+import { Tabs, TabsContent, TabsList, TabsTrigger } from "@/components/ui/tabs"
+import { AIAnalysisTools } from "@/components/data-integration/ai-analysis-tools"
+import { useToast } from "@/components/ui/use-toast" // 导入 useToast
 
 export default function DataPlatformPage() {
+  const { toast } = useToast() // 初始化 toast
   const [timeRange, setTimeRange] = useState("today")
   const [expandedSections, setExpandedSections] = useState({
     overview: true,
@@ -29,6 +34,7 @@ export default function DataPlatformPage() {
     integration: false,
     quality: false,
   })
+  const [activeTab, setActiveTab] = useState("overview")
 
   // 数据中台数据
   const platformData = {
@@ -50,6 +56,7 @@ export default function DataPlatformPage() {
         lastSync: "1分钟前",
         quality: 96.8,
         description: "用户行为轨迹数据",
+        aiReady: true, // 新增 AI 就绪状态
       },
       {
         name: "CRM系统",
@@ -59,6 +66,7 @@ export default function DataPlatformPage() {
         lastSync: "3分钟前",
         quality: 94.2,
         description: "客户关系管理数据",
+        aiReady: true,
       },
       {
         name: "内容平台数据",
@@ -68,6 +76,7 @@ export default function DataPlatformPage() {
         lastSync: "正在同步",
         quality: 92.5,
         description: "抖音、小红书等平台数据",
+        aiReady: false,
       },
       {
         name: "触客宝后台",
@@ -77,6 +86,7 @@ export default function DataPlatformPage() {
         lastSync: "5分钟前",
         quality: 95.1,
         description: "呼入电话信息数据",
+        aiReady: true,
       },
       {
         name: "飞书妙记",
@@ -86,6 +96,7 @@ export default function DataPlatformPage() {
         lastSync: "10分钟前",
         quality: 91.3,
         description: "会议记录和内容摘要",
+        aiReady: true,
       },
       {
         name: "表单提交数据",
@@ -95,6 +106,7 @@ export default function DataPlatformPage() {
         lastSync: "2分钟前",
         quality: 97.2,
         description: "在线表单提交数据",
+        aiReady: true,
       },
     ],
     integrationStats: {
@@ -150,6 +162,14 @@ export default function DataPlatformPage() {
     }
   }
 
+  const handleConnectToAI = (sourceName: string) => {
+    toast({
+      title: "连接到AI",
+      description: `数据源 "${sourceName}" 已准备好连接到AI模型。`,
+    })
+    // 实际应用中，这里会触发一个后端API调用或跳转到AI配置页面
+  }
+
   return (
     <div className="container mx-auto py-4 md:py-6 space-y-4 md:space-y-6">
       {/* 页面标题和工具栏 */}
@@ -182,6 +202,16 @@ export default function DataPlatformPage() {
         </div>
       </div>
 
+      <Tabs value={activeTab} onValueChange={setActiveTab} className="w-full">
+        <TabsList className="grid w-full grid-cols-4 md:grid-cols-5">
+          <TabsTrigger value="overview">概览</TabsTrigger>
+          <TabsTrigger value="sources">数据源</TabsTrigger>
+          <TabsTrigger value="integration">集成统计</TabsTrigger>
+          <TabsTrigger value="quality">数据质量</TabsTrigger>
+          <TabsTrigger value="ai-models">AI 模型</TabsTrigger>
+        </TabsList>
+
+        <TabsContent value="overview" className="space-y-6">
           {/* 数据中台概览 */}
           <Collapsible
             open={expandedSections.overview}
@@ -242,7 +272,9 @@ export default function DataPlatformPage() {
                           {platformData.overview.storageUsed}GB / {platformData.overview.storageTotal}GB
                         </span>
                       </div>
-                  <Progress value={(platformData.overview.storageUsed / platformData.overview.storageTotal) * 100} />
+                      <Progress
+                        value={(platformData.overview.storageUsed / platformData.overview.storageTotal) * 100}
+                      />
                     </div>
                     <div>
                       <div className="flex justify-between text-sm mb-1">
@@ -256,7 +288,9 @@ export default function DataPlatformPage() {
               </CollapsibleContent>
             </Card>
           </Collapsible>
+        </TabsContent>
 
+        <TabsContent value="sources" className="space-y-6">
           {/* 数据源管理 */}
           <Collapsible
             open={expandedSections.sources}
@@ -310,10 +344,22 @@ export default function DataPlatformPage() {
                               <div className="text-sm font-bold text-green-600">{source.quality}%</div>
                               <div className="text-xs text-gray-500">数据质量</div>
                             </div>
+                            <div className="flex gap-2">
                               <Button variant="outline" size="sm" className="bg-transparent">
                                 <Settings className="h-3 w-3 mr-1" />
                                 配置
                               </Button>
+                              <Button
+                                variant="outline"
+                                size="sm"
+                                className="bg-transparent"
+                                disabled={!source.aiReady}
+                                onClick={() => handleConnectToAI(source.name)} // 添加点击事件
+                              >
+                                <Brain className="h-3 w-3 mr-1" />
+                                {source.aiReady ? "连接到AI" : "AI未就绪"}
+                              </Button>
+                            </div>
                           </div>
                         </div>
                         <div className="mt-3">
@@ -326,7 +372,9 @@ export default function DataPlatformPage() {
               </CollapsibleContent>
             </Card>
           </Collapsible>
+        </TabsContent>
 
+        <TabsContent value="integration" className="space-y-6">
           {/* 数据集成统计 */}
           <Collapsible
             open={expandedSections.integration}
@@ -421,7 +469,9 @@ export default function DataPlatformPage() {
               </CollapsibleContent>
             </Card>
           </Collapsible>
+        </TabsContent>
 
+        <TabsContent value="quality" className="space-y-6">
           {/* 数据质量监控 */}
           <Collapsible
             open={expandedSections.quality}
@@ -485,6 +535,13 @@ export default function DataPlatformPage() {
               </CollapsibleContent>
             </Card>
           </Collapsible>
+        </TabsContent>
+
+        <TabsContent value="ai-models" className="space-y-6">
+          {/* AI 模型管理 */}
+          <AIAnalysisTools />
+        </TabsContent>
+      </Tabs>
     </div>
   )
 }

app/layout.tsx

@@ -6,8 +6,8 @@ import ClientLayout from "./ClientLayout"
 const inter = Inter({ subsets: ["latin"] })
 
 export const metadata: Metadata = {
-  title: "Create Next App",
+  title: "卡若数据资产中台",
-  description: "Generated by create next app",
+  description: "基于IMEI、手机号的用户数据资产管理平台",
     generator: 'v0.dev'
 }
 

app/page.tsx

@@ -8,15 +8,17 @@ import { Progress } from "@/components/ui/progress"
 import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from "@/components/ui/select"
 import {
   Database,
+  Users,
   Target,
-  Brain,
+  TrendingUp,
-  Search,
-  BarChart3,
   RefreshCw,
   Download,
   ChevronRight,
   Activity,
   Zap,
+  UserCheck,
+  Layers,
+  Tag,
 } from "lucide-react"
 import Link from "next/link"
 
@@ -31,24 +33,24 @@ export default function HomePage() {
       sources: 8,
       lastUpdate: "2分钟前",
     },
-    userDiscovery: {
+    userPool: {
+      totalUsers: 125678,
       activeUsers: 45678,
       newUsers: 1234,
-      engagement: "87.5%",
       growth: "+8.2%",
     },
+    userPortrait: {
+      totalTags: 342,
+      activeTags: 287,
+      coverage: "95.8%",
+      growth: "+5.3%",
+    },
     userValuation: {
       avgValue: 3248,
       highValue: 12456,
       growth: "+15.8%",
       upgradeRate: "12.5%",
     },
-    aiAnalysis: {
-      insights: 156,
-      anomalies: 3,
-      predictions: 89,
-      accuracy: "94.2%",
-    },
   }
 
   // 实时活动数据
@@ -56,21 +58,21 @@ export default function HomePage() {
     {
       id: 1,
       type: "data_sync",
-      message: "电商平台数据同步完成",
+      message: "IMEI数据同步完成",
       time: "刚刚",
       status: "success",
     },
     {
       id: 2,
-      type: "user_discovery",
+      type: "user_pool",
-      message: "发现新用户行为模式",
+      message: "新增用户池分群",
       time: "2分钟前",
       status: "info",
     },
     {
       id: 3,
-      type: "ai_analysis",
+      type: "user_portrait",
-      message: "AI检测到异常流量",
+      message: "标签规则自动执行",
       time: "5分钟前",
       status: "warning",
     },
@@ -87,12 +89,12 @@ export default function HomePage() {
     switch (type) {
       case "data_sync":
         return <Database className="h-4 w-4" />
-      case "user_discovery":
+      case "user_pool":
-        return <Search className="h-4 w-4" />
+        return <Users className="h-4 w-4" />
-      case "user_valuation":
+      case "user_portrait":
         return <Target className="h-4 w-4" />
-      case "ai_analysis":
+      case "user_valuation":
-        return <Brain className="h-4 w-4" />
+        return <TrendingUp className="h-4 w-4" />
       default:
         return <Activity className="h-4 w-4" />
     }
@@ -117,7 +119,7 @@ export default function HomePage() {
       <div className="flex flex-col md:flex-row md:justify-between md:items-center gap-4">
         <div>
           <h1 className="text-2xl md:text-3xl font-bold tracking-tight">数据概览</h1>
-          <p className="text-sm md:text-base text-muted-foreground">智能数据分析平台总览</p>
+          <p className="text-sm md:text-base text-muted-foreground">卡若数据资产中台总览</p>
         </div>
         <div className="flex gap-2">
           <Select value={timeRange} onValueChange={setTimeRange}>
@@ -178,34 +180,34 @@ export default function HomePage() {
           </Card>
         </Link>
 
-        {/* 用户发现 */}
+        {/* 用户池 */}
-        <Link href="/user-discovery">
+        <Link href="/user-pool">
           <Card className="border-none shadow-md hover:shadow-lg transition-all duration-300 cursor-pointer group">
             <CardHeader className="bg-gradient-to-r from-green-50 to-emerald-50 pb-3">
               <div className="flex items-center justify-between">
                 <div className="flex items-center gap-2">
-                  <Search className="h-5 w-5 text-green-600" />
+                  <Users className="h-5 w-5 text-green-600" />
-                  <CardTitle className="text-base">用户发现</CardTitle>
+                  <CardTitle className="text-base">用户池</CardTitle>
                 </div>
               </div>
-              <CardDescription className="text-xs">用户行为洞察分析</CardDescription>
+              <CardDescription className="text-xs">用户数据管理中心</CardDescription>
             </CardHeader>
             <CardContent className="pt-3">
               <div className="space-y-2">
+                <div className="flex justify-between items-center">
+                  <span className="text-sm text-gray-600">总用户数</span>
+                  <span className="font-bold">{todayStats.userPool.totalUsers.toLocaleString()}</span>
+                </div>
                 <div className="flex justify-between items-center">
                   <span className="text-sm text-gray-600">活跃用户</span>
-                  <span className="font-bold">{todayStats.userDiscovery.activeUsers.toLocaleString()}</span>
+                  <span className="font-bold">{todayStats.userPool.activeUsers.toLocaleString()}</span>
                 </div>
                 <div className="flex justify-between items-center">
                   <span className="text-sm text-gray-600">新增用户</span>
-                  <span className="font-bold">{todayStats.userDiscovery.newUsers.toLocaleString()}</span>
+                  <span className="font-bold">{todayStats.userPool.newUsers.toLocaleString()}</span>
-                </div>
-                <div className="flex justify-between items-center">
-                  <span className="text-sm text-gray-600">参与度</span>
-                  <span className="text-green-600 font-bold">{todayStats.userDiscovery.engagement}</span>
                 </div>
                 <div className="flex items-center justify-between mt-3">
-                  <span className="text-xs text-green-600">增长 {todayStats.userDiscovery.growth}</span>
+                  <span className="text-xs text-green-600">增长 {todayStats.userPool.growth}</span>
                   <ChevronRight className="h-4 w-4 text-gray-400 group-hover:text-green-600 transition-colors" />
                 </div>
               </div>
@@ -213,13 +215,48 @@ export default function HomePage() {
           </Card>
         </Link>
 
+        {/* 用户画像 */}
+        <Link href="/user-portrait">
+          <Card className="border-none shadow-md hover:shadow-lg transition-all duration-300 cursor-pointer group">
+            <CardHeader className="bg-gradient-to-r from-purple-50 to-pink-50 pb-3">
+              <div className="flex items-center justify-between">
+                <div className="flex items-center gap-2">
+                  <Target className="h-5 w-5 text-purple-600" />
+                  <CardTitle className="text-base">用户画像</CardTitle>
+                </div>
+              </div>
+              <CardDescription className="text-xs">用户标签画像分析</CardDescription>
+            </CardHeader>
+            <CardContent className="pt-3">
+              <div className="space-y-2">
+                <div className="flex justify-between items-center">
+                  <span className="text-sm text-gray-600">标签总数</span>
+                  <span className="font-bold">{todayStats.userPortrait.totalTags}</span>
+                </div>
+                <div className="flex justify-between items-center">
+                  <span className="text-sm text-gray-600">活跃标签</span>
+                  <span className="font-bold">{todayStats.userPortrait.activeTags}</span>
+                </div>
+                <div className="flex justify-between items-center">
+                  <span className="text-sm text-gray-600">覆盖率</span>
+                  <span className="text-purple-600 font-bold">{todayStats.userPortrait.coverage}</span>
+                </div>
+                <div className="flex items-center justify-between mt-3">
+                  <span className="text-xs text-purple-600">增长 {todayStats.userPortrait.growth}</span>
+                  <ChevronRight className="h-4 w-4 text-gray-400 group-hover:text-purple-600 transition-colors" />
+                </div>
+              </div>
+            </CardContent>
+          </Card>
+        </Link>
+
         {/* 用户估值 */}
         <Link href="/user-valuation">
           <Card className="border-none shadow-md hover:shadow-lg transition-all duration-300 cursor-pointer group">
-            <CardHeader className="bg-gradient-to-r from-purple-50 to-pink-50 pb-3">
+            <CardHeader className="bg-gradient-to-r from-orange-50 to-red-50 pb-3">
               <div className="flex items-center justify-between">
                 <div className="flex items-center gap-2">
-                  <Target className="h-5 w-5 text-purple-600" />
+                  <TrendingUp className="h-5 w-5 text-orange-600" />
                   <CardTitle className="text-base">用户估值</CardTitle>
                 </div>
               </div>
@@ -237,46 +274,10 @@ export default function HomePage() {
                 </div>
                 <div className="flex justify-between items-center">
                   <span className="text-sm text-gray-600">升级率</span>
-                  <span className="text-purple-600 font-bold">{todayStats.userValuation.upgradeRate}</span>
+                  <span className="text-orange-600 font-bold">{todayStats.userValuation.upgradeRate}</span>
                 </div>
                 <div className="flex items-center justify-between mt-3">
-                  <span className="text-xs text-purple-600">增长 {todayStats.userValuation.growth}</span>
+                  <span className="text-xs text-orange-600">增长 {todayStats.userValuation.growth}</span>
-                  <ChevronRight className="h-4 w-4 text-gray-400 group-hover:text-purple-600 transition-colors" />
-                </div>
-              </div>
-            </CardContent>
-          </Card>
-        </Link>
-
-        {/* AI分析 */}
-        <Link href="/ai-analysis">
-          <Card className="border-none shadow-md hover:shadow-lg transition-all duration-300 cursor-pointer group">
-            <CardHeader className="bg-gradient-to-r from-orange-50 to-red-50 pb-3">
-              <div className="flex items-center justify-between">
-                <div className="flex items-center gap-2">
-                  <Brain className="h-5 w-5 text-orange-600" />
-                  <CardTitle className="text-base">AI分析</CardTitle>
-                </div>
-                <Badge className="bg-orange-100 text-orange-700">AI</Badge>
-              </div>
-              <CardDescription className="text-xs">智能数据洞察</CardDescription>
-            </CardHeader>
-            <CardContent className="pt-3">
-              <div className="space-y-2">
-                <div className="flex justify-between items-center">
-                  <span className="text-sm text-gray-600">AI洞察</span>
-                  <span className="font-bold">{todayStats.aiAnalysis.insights}</span>
-                </div>
-                <div className="flex justify-between items-center">
-                  <span className="text-sm text-gray-600">异常检测</span>
-                  <span className="font-bold">{todayStats.aiAnalysis.anomalies}</span>
-                </div>
-                <div className="flex justify-between items-center">
-                  <span className="text-sm text-gray-600">预测准确率</span>
-                  <span className="text-orange-600 font-bold">{todayStats.aiAnalysis.accuracy}</span>
-                </div>
-                <div className="flex items-center justify-between mt-3">
-                  <span className="text-xs text-orange-600">预测 {todayStats.aiAnalysis.predictions}个</span>
                   <ChevronRight className="h-4 w-4 text-gray-400 group-hover:text-orange-600 transition-colors" />
                 </div>
               </div>
@@ -291,7 +292,7 @@ export default function HomePage() {
         <Card className="lg:col-span-2 border-none shadow-md">
           <CardHeader>
             <CardTitle className="flex items-center gap-2">
-              <BarChart3 className="h-5 w-5 text-blue-600" />
+              <Activity className="h-5 w-5 text-blue-600" />
               今日关键指标
             </CardTitle>
             <CardDescription>实时数据监控</CardDescription>
@@ -307,12 +308,12 @@ export default function HomePage() {
                 <div className="text-xs text-gray-600">平均响应时间</div>
               </div>
               <div className="text-center p-3 bg-purple-50 rounded-lg">
-                <div className="text-2xl font-bold text-purple-600">156</div>
+                <div className="text-2xl font-bold text-purple-600">342</div>
-                <div className="text-xs text-gray-600">AI洞察数</div>
+                <div className="text-xs text-gray-600">活跃标签数</div>
               </div>
               <div className="text-center p-3 bg-orange-50 rounded-lg">
-                <div className="text-2xl font-bold text-orange-600">94.2%</div>
+                <div className="text-2xl font-bold text-orange-600">95.8%</div>
-                <div className="text-xs text-gray-600">预测准确率</div>
+                <div className="text-xs text-gray-600">标签覆盖率</div>
               </div>
             </div>
             <div className="mt-4 space-y-3">
@@ -325,7 +326,7 @@ export default function HomePage() {
               </div>
               <div>
                 <div className="flex justify-between text-sm mb-1">
-                  <span>AI模型训练</span>
+                  <span>标签规则执行</span>
                   <span>92%</span>
                 </div>
                 <Progress value={92} className="h-2" />
@@ -381,22 +382,22 @@ export default function HomePage() {
                 <span className="text-xs">数据导入</span>
               </Button>
             </Link>
-            <Link href="/user-discovery/behavior">
+            <Link href="/user-pool/management">
               <Button variant="outline" className="w-full h-16 flex flex-col gap-1 bg-transparent">
-                <Search className="h-5 w-5" />
+                <UserCheck className="h-5 w-5" />
-                <span className="text-xs">行为分析</span>
+                <span className="text-xs">用户管理</span>
               </Button>
             </Link>
-            <Link href="/user-valuation/model">
+            <Link href="/user-pool/segmentation">
               <Button variant="outline" className="w-full h-16 flex flex-col gap-1 bg-transparent">
-                <Target className="h-5 w-5" />
+                <Layers className="h-5 w-5" />
-                <span className="text-xs">价值评估</span>
+                <span className="text-xs">用户分群</span>
               </Button>
             </Link>
-            <Link href="/ai-analysis/trends">
+            <Link href="/user-portrait/tags">
               <Button variant="outline" className="w-full h-16 flex flex-col gap-1 bg-transparent">
-                <Brain className="h-5 w-5" />
+                <Tag className="h-5 w-5" />
-                <span className="text-xs">AI预测</span>
+                <span className="text-xs">标签管理</span>
               </Button>
             </Link>
           </div>

app/scenarios/api/page.tsx

@@ -257,7 +257,7 @@ export default function ApiPage() {
                   </div>
                   <div className="flex items-center space-x-2 text-gray-500">
                     <Clock className="w-4 h-4" />
-                    <span>下次执行: {task.nextExecutionTime}</span>
+                    <span>下次执<EFBFBD><EFBFBD>: {task.nextExecutionTime}</span>
                   </div>
                 </div>
               </div>

app/user-pool/loading.tsx

@@ -0,0 +1,22 @@
+export default function Loading() {
+  return (
+    <div className="container mx-auto py-6 space-y-6">
+      <div className="animate-pulse">
+        <div className="h-8 bg-gray-200 rounded w-1/4 mb-2"></div>
+        <div className="h-4 bg-gray-200 rounded w-1/2"></div>
+      </div>
+
+      <div className="grid grid-cols-1 md:grid-cols-5 gap-4">
+        {[...Array(5)].map((_, i) => (
+          <div key={i} className="animate-pulse">
+            <div className="h-20 bg-gray-200 rounded"></div>
+          </div>
+        ))}
+      </div>
+
+      <div className="animate-pulse">
+        <div className="h-64 bg-gray-200 rounded"></div>
+      </div>
+    </div>
+  )
+}

app/user-pool/page.tsx

@@ -1,15 +0,0 @@
-import { UserPoolHeader } from "@/components/user-pool/user-pool-header"
-import { UserPoolTable } from "@/components/user-pool/user-pool-table"
-import { UserPoolFilters } from "@/components/user-pool/user-pool-filters"
-import { UserPoolStats } from "@/components/user-pool/user-pool-stats"
-
-export default function UserPoolPage() {
-  return (
-    <div className="container mx-auto p-6 space-y-6">
-      <UserPoolHeader />
-      <UserPoolStats />
-      <UserPoolFilters />
-      <UserPoolTable />
-    </div>
-  )
-}

app/user-portrait/page.tsx

@@ -19,31 +19,61 @@ import {
   Users,
   Eye,
   Settings,
+  Smartphone,
+  MapPin,
+  Layers,
+  UserCheck,
 } from "lucide-react"
 import { Dialog, DialogContent, DialogHeader, DialogTitle, DialogDescription } from "@/components/ui/dialog"
 import { Collapsible, CollapsibleContent, CollapsibleTrigger } from "@/components/ui/collapsible"
 
-export default function UserPortrait() {
+export default function UserPortraitPage() {
   const router = useRouter()
   const [searchQuery, setSearchQuery] = useState("")
   const [selectedCategory, setSelectedCategory] = useState("all")
   const [selectedPool, setSelectedPool] = useState("all")
+  const [selectedDevice, setSelectedDevice] = useState("all") // 新增设备筛选
   const [selectedWechatDialog, setSelectedWechatDialog] = useState<{ isOpen: boolean; accounts: any[] }>({
     isOpen: false,
     accounts: [],
   })
   const [expandedSections, setExpandedSections] = useState({
-    userKeywords: true,
+    overview: true, // 用户池概览
-    tagManagement: false,
+    userManagement: true, // 用户管理 (原用户池管理)
-    userList: true,
+    userSegmentation: false, // 用户分群 (原用户池分群)
+    tagManagement: false, // 标签管理 (原用户画像标签管理)
   })
 
-  // 使用通用公司名称和当天时间线的用户数据
+  // 用户池概览数据 (从原 user-pool/page.tsx 整合)
+  const poolData = {
+    overview: {
+      totalUsers: 125678,
+      activeUsers: 89234,
+      newUsers: 3456,
+      privatePool: 78234,
+      publicPool: 47444,
+    },
+    deviceStats: {
+      ios: 45678,
+      android: 67890,
+      other: 12110,
+    },
+    locationStats: {
+      tier1: 56789,
+      tier2: 34567,
+      tier3: 23456,
+      overseas: 10866,
+    },
+  }
+
+  // 用户数据 (整合了更多设备和平台信息)
   const mockUsers = [
     {
       id: "1",
       name: "张明华",
       company: "科技创新有限公司",
+      imei: "860123456789012",
+      phone: "13800138001",
       avatar: "/placeholder.svg?height=40&width=40",
       tags: ["高价值", "技术决策者", "活跃用户", "iOS用户", "企业级客户"],
       category: "企业服务",
@@ -55,11 +85,18 @@ export default function UserPortrait() {
         { id: "wx1", name: "张明华", avatar: "/placeholder.svg?height=40&width=40", tags: ["主要账号", "活跃"] },
         { id: "wx2", name: "张明华工作号", avatar: "/placeholder.svg?height=40&width=40", tags: ["工作账号"] },
       ],
+      deviceBrand: "iPhone", // 新增设备信息
+      deviceModel: "iPhone 14 Pro",
+      location: "北京市",
+      platform: "微信",
+      status: "在线",
     },
     {
       id: "2",
       name: "李雨婷",
       company: "数字营销公司",
+      imei: "860987654321098",
+      phone: "13900139001",
       avatar: "/placeholder.svg?height=40&width=40",
       tags: ["中高价值", "产品经理", "内容创作者", "Android用户"],
       category: "内容营销",
@@ -70,11 +107,18 @@ export default function UserPortrait() {
       wechatAccounts: [
         { id: "wx3", name: "李雨婷", avatar: "/placeholder.svg?height=40&width=40", tags: ["主要账号"] },
       ],
+      deviceBrand: "华为",
+      deviceModel: "Mate 50 Pro",
+      location: "上海市",
+      platform: "抖音",
+      status: "活跃",
     },
     {
       id: "3",
       name: "王建国",
       company: "软件开发工作室",
+      imei: "860456789123456",
+      phone: "13700137001",
       avatar: "/placeholder.svg?height=40&width=40",
       tags: ["高价值", "技术专家", "开源贡献者", "MacOS用户"],
       category: "技术社区",
@@ -85,26 +129,40 @@ export default function UserPortrait() {
       wechatAccounts: [
         { id: "wx4", name: "王建国", avatar: "/placeholder.svg?height=40&width=40", tags: ["主要账号", "技术交流"] },
       ],
+      deviceBrand: "小米",
+      deviceModel: "小米13 Ultra",
+      location: "深圳市",
+      platform: "微信",
+      status: "在线",
     },
     {
       id: "4",
       name: "刘思琪",
       company: "数据分析咨询",
+      imei: "860789123456789",
+      phone: "13600136001",
       avatar: "/placeholder.svg?height=40&width=40",
       tags: ["中价值", "运营专家", "数据分析师", "Windows用户"],
       category: "数据分析",
-      pool: "私域池",
+      pool: "公域池",
       lastActive: "今天 11:15",
       value: 18900,
       rfmScore: 72,
       wechatAccounts: [
         { id: "wx5", name: "刘思琪", avatar: "/placeholder.svg?height=40&width=40", tags: ["主要账号"] },
       ],
+      deviceBrand: "OPPO",
+      deviceModel: "Find X6 Pro",
+      location: "广州市",
+      platform: "小红书",
+      status: "活跃",
     },
     {
       id: "5",
       name: "陈浩然",
       company: "云计算服务商",
+      imei: "860321654987321",
+      phone: "13500135001",
       avatar: "/placeholder.svg?height=40&width=40",
       tags: ["高价值", "架构师", "技术领导", "Linux用户"],
       category: "技术架构",
@@ -116,72 +174,17 @@ export default function UserPortrait() {
         { id: "wx6", name: "陈浩然", avatar: "/placeholder.svg?height=40&width=40", tags: ["主要账号", "技术分享"] },
         { id: "wx7", name: "陈浩然个人号", avatar: "/placeholder.svg?height=40&width=40", tags: ["个人账号"] },
       ],
-    },
+      deviceBrand: "vivo",
-    {
+      deviceModel: "X90 Pro+",
-      id: "6",
+      location: "杭州市",
-      name: "周欣妍",
+      platform: "微信",
-      company: "用户体验设计",
+      status: "在线",
-      avatar: "/placeholder.svg?height=40&width=40",
-      tags: ["中价值", "UI设计师", "用户体验", "iOS用户"],
-      category: "设计创意",
-      pool: "公域池",
-      lastActive: "今天 09:45",
-      value: 12300,
-      rfmScore: 65,
-      wechatAccounts: [
-        { id: "wx8", name: "周欣妍", avatar: "/placeholder.svg?height=40&width=40", tags: ["主要账号"] },
-      ],
-    },
-    {
-      id: "7",
-      name: "马志强",
-      company: "企业解决方案",
-      avatar: "/placeholder.svg?height=40&width=40",
-      tags: ["高价值", "解决方案专家", "B2B销售", "Android用户"],
-      category: "企业解决方案",
-      pool: "私域池",
-      lastActive: "今天 08:20",
-      value: 38700,
-      rfmScore: 87,
-      wechatAccounts: [
-        { id: "wx9", name: "马志强", avatar: "/placeholder.svg?height=40&width=40", tags: ["主要账号", "商务"] },
-      ],
-    },
-    {
-      id: "8",
-      name: "赵丽娟",
-      company: "品牌营销策划",
-      avatar: "/placeholder.svg?height=40&width=40",
-      tags: ["中高价值", "市场营销", "品牌推广", "iOS用户"],
-      category: "品牌营销",
-      pool: "公域池",
-      lastActive: "今天 07:30",
-      value: 21500,
-      rfmScore: 76,
-      wechatAccounts: [
-        { id: "wx10", name: "赵丽娟", avatar: "/placeholder.svg?height=40&width=40", tags: ["主要账号"] },
-        { id: "wx11", name: "赵丽娟工作号", avatar: "/placeholder.svg?height=40&width=40", tags: ["工作账号"] },
-      ],
     },
   ]
 
   const [users, setUsers] = useState(mockUsers)
 
-  // 流量关键词统计
+  // 标签管理统计 (保持不变)
-  const keywordStats = {
-    totalKeywords: 156,
-    activeKeywords: 124,
-    coverage: 89.4,
-    topKeywords: [
-      { keyword: "技术解决方案", count: 45, trend: "+12%", value: "高" },
-      { keyword: "数据分析", count: 38, trend: "+8%", value: "中高" },
-      { keyword: "用户体验", count: 32, trend: "+15%", value: "中" },
-      { keyword: "品牌营销", count: 28, trend: "+6%", value: "中高" },
-      { keyword: "企业服务", count: 25, trend: "+10%", value: "高" },
-    ],
-  }
-
-  // 标签管理统计
   const tagStats = {
     totalTags: 342,
     activeTags: 287,
@@ -196,22 +199,64 @@ export default function UserPortrait() {
     ],
   }
 
-  // 获取所有类别和池子
+  // 用户分析统计 (保持不变，但现在是用户画像的一部分)
+  const analysisStats = {
+    totalAnalyzed: 125678,
+    taggedUsers: 119845,
+    avgTagsPerUser: 4.2,
+    autoTagging: 89.5,
+    recentAnalysis: [
+      { type: "设备品牌分析", count: 45, trend: "+12%" },
+      { type: "地理位置分析", count: 38, trend: "+8%" },
+      { type: "行为模式分析", count: 32, trend: "+15%" },
+      { type: "价值分层分析", count: 28, trend: "+6%" },
+    ],
+  }
+
+  // 用户分群数据 (从原 user-pool/page.tsx 整合)
+  const userSegments = [
+    {
+      name: "高价值用户组",
+      count: 12456,
+      description: "RFM评分 > 80",
+      color: "bg-blue-50 text-blue-600",
+    },
+    {
+      name: "潜力用户组",
+      count: 18765,
+      description: "增长潜力用户",
+      color: "bg-green-50 text-green-600",
+    },
+    {
+      name: "技术专家组",
+      count: 8234,
+      description: "技术决策者",
+      color: "bg-purple-50 text-purple-600",
+    },
+  ]
+
+  // 获取所有类别、池子和设备品牌
   const categories = ["all", ...new Set(users.map((user) => user.category))]
   const pools = ["all", ...new Set(users.map((user) => user.pool))]
+  const devices = ["all", ...new Set(users.map((user) => user.deviceBrand))]
 
   // 过滤用户的函数
   const filteredUsers = users.filter((user) => {
     const matchesSearch =
       user.name.includes(searchQuery) ||
       user.company.includes(searchQuery) ||
+      user.imei.includes(searchQuery) ||
+      user.phone.includes(searchQuery) ||
       user.tags.some((tag) => tag.includes(searchQuery)) ||
-      user.category.includes(searchQuery)
+      user.category.includes(searchQuery) ||
+      user.deviceBrand.includes(searchQuery) || // 搜索中包含设备品牌
+      user.location.includes(searchQuery) // 搜索中包含位置
 
     const matchesCategory = selectedCategory === "all" || user.category === selectedCategory
     const matchesPool = selectedPool === "all" || user.pool === selectedPool
+    const matchesDevice = selectedDevice === "all" || user.deviceBrand === selectedDevice // 筛选设备品牌
 
-    return matchesSearch && matchesCategory && matchesPool
+    return matchesSearch && matchesCategory && matchesPool && matchesDevice
   })
 
   // 处理用户点击
@@ -237,14 +282,14 @@ export default function UserPortrait() {
     }))
   }
 
-  const getValueColor = (value: string) => {
+  const getStatusColor = (status: string) => {
-    switch (value) {
+    switch (status) {
-      case "高":
+      case "在线":
         return "bg-green-100 text-green-800"
-      case "中高":
+      case "活跃":
         return "bg-blue-100 text-blue-800"
-      case "中":
+      case "离线":
-        return "bg-yellow-100 text-yellow-800"
+        return "bg-gray-100 text-gray-800"
       default:
         return "bg-gray-100 text-gray-800"
     }
@@ -255,7 +300,7 @@ export default function UserPortrait() {
       <div className="flex flex-col md:flex-row md:justify-between md:items-center gap-4">
         <div>
           <h1 className="text-2xl md:text-3xl font-bold tracking-tight">用户画像</h1>
-          <p className="text-sm md:text-base text-muted-foreground">数据驱动的用户分析平台</p>
+          <p className="text-sm md:text-base text-muted-foreground">基于IMEI、手机号的用户标签画像分析</p>
         </div>
         <div className="flex gap-2">
           <Button size="sm" className="flex-1 md:flex-none">
@@ -269,23 +314,23 @@ export default function UserPortrait() {
         </div>
       </div>
 
-      {/* 流量关键词管理 */}
+      {/* 用户池概览 (从原 user-pool/page.tsx 整合) */}
       <Collapsible
-        open={expandedSections.userKeywords}
+        open={expandedSections.overview}
-        onOpenChange={(open) => setExpandedSections((prev) => ({ ...prev, userKeywords: open }))}
+        onOpenChange={(open) => setExpandedSections((prev) => ({ ...prev, overview: open }))}
       >
-        <Card className="border shadow-sm">
+        <Card className="border-none shadow-md">
           <CollapsibleTrigger className="w-full">
-            <CardHeader className="hover:bg-gray-50 transition-colors cursor-pointer py-3 md:py-4">
+            <CardHeader className="bg-gradient-to-r from-blue-50 to-indigo-50 border-b hover:from-blue-100 hover:to-indigo-100 transition-colors cursor-pointer py-3 md:py-4">
-              <div className="flex items-center justify-between">
+              <div className="flex justify-between items-center">
                 <div className="flex items-center gap-3">
-                  <Tag className="h-4 w-4 md:h-5 md:w-5 text-blue-600" />
+                  <Users className="h-4 w-4 md:h-5 md:w-5 text-blue-600" />
                   <div className="text-left">
-                    <CardTitle className="text-base md:text-lg">流量关键词</CardTitle>
+                    <CardTitle className="text-base md:text-lg">用户池概览</CardTitle>
-                    <CardDescription className="text-xs md:text-sm">关键词价值评估与分类</CardDescription>
+                    <CardDescription className="text-xs md:text-sm">用户数据统计与分布</CardDescription>
                   </div>
                 </div>
-                {expandedSections.userKeywords ? (
+                {expandedSections.overview ? (
                   <ChevronDown className="h-4 w-4 md:h-5 md:w-5" />
                 ) : (
                   <ChevronRight className="h-4 w-4 md:h-5 md:w-5" />
@@ -294,42 +339,361 @@ export default function UserPortrait() {
             </CardHeader>
           </CollapsibleTrigger>
           <CollapsibleContent>
-            <CardContent className="pt-0 px-4 md:px-6">
+            <CardContent className="p-4">
-              <div className="grid grid-cols-2 md:grid-cols-4 gap-3 md:gap-4 mb-4">
+              <div className="grid grid-cols-2 md:grid-cols-5 gap-3 md:gap-4 mb-6">
-                <div className="bg-blue-50 p-2 md:p-3 rounded-lg">
+                <div className="bg-blue-50 p-3 rounded-lg text-center">
-                  <p className="text-xs md:text-sm font-medium text-blue-600">总关键词</p>
+                  <div className="text-lg md:text-2xl font-bold text-blue-600">
-                  <p className="text-lg md:text-2xl font-bold text-blue-900">{keywordStats.totalKeywords}</p>
+                    {poolData.overview.totalUsers.toLocaleString()}
                   </div>
-                <div className="bg-green-50 p-2 md:p-3 rounded-lg">
+                  <div className="text-xs text-blue-700">总用户数</div>
-                  <p className="text-xs md:text-sm font-medium text-green-600">活跃关键词</p>
-                  <p className="text-lg md:text-2xl font-bold text-green-900">{keywordStats.activeKeywords}</p>
                 </div>
-                <div className="bg-purple-50 p-2 md:p-3 rounded-lg">
+                <div className="bg-green-50 p-3 rounded-lg text-center">
-                  <p className="text-xs md:text-sm font-medium text-purple-600">覆盖率</p>
+                  <div className="text-lg md:text-2xl font-bold text-green-600">
-                  <p className="text-lg md:text-2xl font-bold text-purple-900">{keywordStats.coverage}%</p>
+                    {poolData.overview.activeUsers.toLocaleString()}
                   </div>
-                <div className="bg-orange-50 p-2 md:p-3 rounded-lg">
+                  <div className="text-xs text-green-700">活跃用户</div>
+                </div>
+                <div className="bg-purple-50 p-3 rounded-lg text-center">
+                  <div className="text-lg md:text-2xl font-bold text-purple-600">
+                    {poolData.overview.newUsers.toLocaleString()}
+                  </div>
+                  <div className="text-xs text-purple-700">新增用户</div>
+                </div>
+                <div className="bg-orange-50 p-3 rounded-lg text-center">
+                  <div className="text-lg md:text-2xl font-bold text-orange-600">
+                    {poolData.overview.privatePool.toLocaleString()}
+                  </div>
+                  <div className="text-xs text-orange-700">私域池</div>
+                </div>
+                <div className="bg-pink-50 p-3 rounded-lg text-center">
+                  <div className="text-lg md:text-2xl font-bold text-pink-600">
+                    {poolData.overview.publicPool.toLocaleString()}
+                  </div>
+                  <div className="text-xs text-pink-700">公域池</div>
+                </div>
+              </div>
+
+              <div className="grid grid-cols-1 md:grid-cols-2 gap-4">
+                <div className="bg-gray-50 p-4 rounded-lg">
+                  <h3 className="font-medium mb-3 flex items-center">
+                    <Smartphone className="h-4 w-4 mr-2 text-gray-600" />
+                    设备分布
+                  </h3>
+                  <div className="space-y-2">
+                    <div className="flex justify-between">
+                      <span className="text-sm">iOS设备</span>
+                      <span className="font-bold">{poolData.deviceStats.ios.toLocaleString()}</span>
+                    </div>
+                    <div className="flex justify-between">
+                      <span className="text-sm">Android设备</span>
+                      <span className="font-bold">{poolData.deviceStats.android.toLocaleString()}</span>
+                    </div>
+                    <div className="flex justify-between">
+                      <span className="text-sm">其他设备</span>
+                      <span className="font-bold">{poolData.deviceStats.other.toLocaleString()}</span>
+                    </div>
+                  </div>
+                </div>
+
+                <div className="bg-gray-50 p-4 rounded-lg">
+                  <h3 className="font-medium mb-3 flex items-center">
+                    <MapPin className="h-4 w-4 mr-2 text-gray-600" />
+                    地域分布
+                  </h3>
+                  <div className="space-y-2">
+                    <div className="flex justify-between">
+                      <span className="text-sm">一线城市</span>
+                      <span className="font-bold">{poolData.locationStats.tier1.toLocaleString()}</span>
+                    </div>
+                    <div className="flex justify-between">
+                      <span className="text-sm">二线城市</span>
+                      <span className="font-bold">{poolData.locationStats.tier2.toLocaleString()}</span>
+                    </div>
+                    <div className="flex justify-between">
+                      <span className="text-sm">三线及以下</span>
+                      <span className="font-bold">{poolData.locationStats.tier3.toLocaleString()}</span>
+                    </div>
+                    <div className="flex justify-between">
+                      <span className="text-sm">海外用户</span>
+                      <span className="font-bold">{poolData.locationStats.overseas.toLocaleString()}</span>
+                    </div>
+                  </div>
+                </div>
+              </div>
+            </CardContent>
+          </CollapsibleContent>
+        </Card>
+      </Collapsible>
+
+      {/* 用户管理 (原用户池的用户管理，现在是用户画像的一部分) */}
+      <Collapsible
+        open={expandedSections.userManagement}
+        onOpenChange={(open) => setExpandedSections((prev) => ({ ...prev, userManagement: open }))}
+      >
+        <Card className="border-none shadow-md">
+          <CollapsibleTrigger className="w-full">
+            <CardHeader className="bg-gradient-to-r from-green-50 to-emerald-50 border-b hover:from-green-100 hover:to-emerald-100 transition-colors cursor-pointer py-3 md:py-4">
+              <div className="flex justify-between items-center">
+                <div className="flex items-center gap-3">
+                  <UserCheck className="h-4 w-4 md:h-5 md:w-5 text-green-600" />
+                  <div className="text-left">
+                    <CardTitle className="text-base md:text-lg">用户管理</CardTitle>
+                    <CardDescription className="text-xs md:text-sm">
+                      IMEI、手机号管理 ({filteredUsers.length})
+                    </CardDescription>
+                  </div>
+                </div>
+                {expandedSections.userManagement ? (
+                  <ChevronDown className="h-4 w-4 md:h-5 md:w-5" />
+                ) : (
+                  <ChevronRight className="h-4 w-4 md:h-5 md:w-5" />
+                )}
+              </div>
+            </CardHeader>
+          </CollapsibleTrigger>
+          <CollapsibleContent>
+            <CardContent className="p-4">
+              {/* 搜索和筛选 */}
+              <div className="grid grid-cols-1 md:grid-cols-3 gap-3 md:gap-4 mb-4 md:mb-6">
+                <div className="relative">
+                  <Search className="absolute left-2.5 top-2.5 h-4 w-4 text-muted-foreground" />
+                  <Input
+                    type="search"
+                    placeholder="搜索用户、IMEI、手机号、设备、位置..."
+                    className="pl-8 text-sm"
+                    value={searchQuery}
+                    onChange={(e) => setSearchQuery(e.target.value)}
+                  />
+                </div>
+
+                <Select value={selectedPool} onValueChange={setSelectedPool}>
+                  <SelectTrigger className="text-sm">
+                    <SelectValue placeholder="选择流量池" />
+                  </SelectTrigger>
+                  <SelectContent>
+                    {pools.map((pool) => (
+                      <SelectItem key={pool} value={pool}>
+                        {pool === "all" ? "所有流量池" : pool}
+                      </SelectItem>
+                    ))}
+                  </SelectContent>
+                </Select>
+
+                <Select value={selectedDevice} onValueChange={setSelectedDevice}>
+                  <SelectTrigger className="text-sm">
+                    <SelectValue placeholder="选择设备品牌" />
+                  </SelectTrigger>
+                  <SelectContent>
+                    {devices.map((device) => (
+                      <SelectItem key={device} value={device}>
+                        {device === "all" ? "所有设备" : device}
+                      </SelectItem>
+                    ))}
+                  </SelectContent>
+                </Select>
+              </div>
+
+              {/* 移动端卡片布局 */}
+              <div className="space-y-3 md:hidden">
+                {filteredUsers.map((user) => (
+                  <div key={user.id} className="bg-white border rounded-lg p-3 space-y-3">
+                    <div className="flex items-center justify-between">
+                      <div className="flex items-center gap-2">
+                        <Avatar className="h-8 w-8">
+                          <img src={user.avatar || "/placeholder.svg"} alt={user.name} />
+                        </Avatar>
+                        <div>
+                          <p className="font-medium text-sm">{user.name}</p>
+                          <p className="text-xs text-gray-500">{user.lastActive}</p>
+                        </div>
+                      </div>
+                      <Badge className={getStatusColor(user.status)}>{user.status}</Badge>
+                    </div>
+
+                    <div className="grid grid-cols-2 gap-2 text-xs">
+                      <div>
+                        <p className="text-gray-500">IMEI</p>
+                        <p className="font-mono">{user.imei.slice(-6)}</p>
+                      </div>
+                      <div>
+                        <p className="text-gray-500">手机号</p>
+                        <p className="font-medium">{user.phone}</p>
+                      </div>
+                      <div>
+                        <p className="text-gray-500">设备</p>
+                        <p className="font-medium">{user.deviceBrand}</p>
+                      </div>
+                      <div>
+                        <p className="text-gray-500">位置</p>
+                        <p className="font-medium">{user.location}</p>
+                      </div>
+                    </div>
+
+                    <div className="flex items-center justify-between text-xs">
+                      <div>
+                        <p className="text-gray-500">流量池</p>
+                        <Badge variant="outline" className="text-xs">
+                          {user.pool}
+                        </Badge>
+                      </div>
+                      <div>
+                        <p className="text-gray-500">平台</p>
+                        <Badge variant="outline" className="text-xs">
+                          {user.platform}
+                        </Badge>
+                      </div>
+                    </div>
+
+                    <div className="flex flex-wrap gap-1">
+                      {user.tags.map((tag, index) => (
+                        <Badge key={index} variant="secondary" className="text-xs">
+                          {tag}
+                        </Badge>
+                      ))}
+                    </div>
+
+                    <div className="flex items-center justify-between">
+                      <Button variant="ghost" size="sm" className="text-xs">
+                        <MessageCircle className="h-3 w-3 mr-1" />
+                        联系
+                      </Button>
                       <Button
                         variant="outline"
                         size="sm"
-                    className="w-full h-full bg-transparent text-xs md:text-sm"
+                        className="text-xs bg-transparent"
-                    onClick={() => router.push("/user-portrait/keywords")}
+                        onClick={() => handleUserClick(user.id)}
                       >
-                    <Settings className="mr-1 md:mr-2 h-3 w-3 md:h-4 md:w-4" />
+                        <Eye className="h-3 w-3 mr-1" />
-                    管理
+                        查看详情
                       </Button>
                     </div>
                   </div>
-              <div className="space-y-2">
+                ))}
-                {keywordStats.topKeywords.map((item, index) => (
-                  <div key={index} className="flex items-center justify-between p-2 md:p-3 bg-gray-50 rounded">
-                    <div className="flex items-center gap-2 min-w-0 flex-1">
-                      <span className="text-xs md:text-sm font-medium truncate">{item.keyword}</span>
-                      <Badge className={`text-xs ${getValueColor(item.value)}`}>{item.value}</Badge>
               </div>
-                    <div className="text-right flex-shrink-0">
+
-                      <p className="text-xs md:text-sm font-bold">{item.count}</p>
+              {/* 桌面端表格布局 */}
-                      <p className="text-xs text-green-600">{item.trend}</p>
+              <div className="hidden md:block overflow-x-auto">
+                <table className="w-full">
+                  <thead>
+                    <tr className="bg-gray-50">
+                      <th className="px-4 py-3 text-left text-sm font-medium text-gray-500">用户</th>
+                      <th className="px-4 py-3 text-left text-sm font-medium text-gray-500">IMEI/手机号</th>
+                      <th className="px-4 py-3 text-left text-sm font-medium text-gray-500">设备信息</th>
+                      <th className="px-4 py-3 text-left text-sm font-medium text-gray-500">位置</th>
+                      <th className="px-4 py-3 text-left text-sm font-medium text-gray-500">流量池/平台</th>
+                      <th className="px-4 py-3 text-left text-sm font-medium text-gray-500">状态</th>
+                      <th className="px-4 py-3 text-left text-sm font-medium text-gray-500">标签</th>
+                      <th className="px-4 py-3 text-left text-sm font-medium text-gray-500">操作</th>
+                    </tr>
+                  </thead>
+                  <tbody className="divide-y">
+                    {filteredUsers.map((user) => (
+                      <tr key={user.id} className="hover:bg-gray-50">
+                        <td className="px-4 py-3 whitespace-nowrap">
+                          <div className="flex items-center gap-3">
+                            <Avatar>
+                              <img src={user.avatar || "/placeholder.svg"} alt={user.name} />
+                            </Avatar>
+                            <div>
+                              <p className="font-medium">{user.name}</p>
+                              <p className="text-sm text-gray-500">{user.lastActive}</p>
+                            </div>
+                          </div>
+                        </td>
+                        <td className="px-4 py-3 whitespace-nowrap">
+                          <p className="font-mono text-sm">{user.imei}</p>
+                          <p className="font-medium">{user.phone}</p>
+                        </td>
+                        <td className="px-4 py-3 whitespace-nowrap">
+                          <div>
+                            <p className="font-medium">{user.deviceBrand}</p>
+                            <p className="text-sm text-gray-500">{user.deviceModel}</p>
+                          </div>
+                        </td>
+                        <td className="px-4 py-3 whitespace-nowrap">
+                          <p className="text-sm">{user.location}</p>
+                        </td>
+                        <td className="px-4 py-3 whitespace-nowrap">
+                          <div className="space-y-1">
+                            <Badge variant="outline" className="text-xs">
+                              {user.pool}
+                            </Badge>
+                            <p className="text-xs text-gray-500">{user.platform}</p>
+                          </div>
+                        </td>
+                        <td className="px-4 py-3 whitespace-nowrap">
+                          <Badge className={getStatusColor(user.status)}>{user.status}</Badge>
+                        </td>
+                        <td className="px-4 py-3 whitespace-nowrap">
+                          <div className="flex flex-wrap gap-1 max-w-xs">
+                            {user.tags.slice(0, 3).map((tag, index) => (
+                              <Badge key={index} variant="outline" className="text-xs">
+                                {tag}
+                              </Badge>
+                            ))}
+                            {user.tags.length > 3 && (
+                              <Badge variant="outline" className="text-xs">
+                                +{user.tags.length - 3}
+                              </Badge>
+                            )}
+                          </div>
+                        </td>
+                        <td className="px-4 py-3 whitespace-nowrap">
+                          <div className="flex gap-2">
+                            <Button variant="ghost" size="sm" onClick={() => handleUserClick(user.id)}>
+                              <Eye className="h-4 w-4" />
+                            </Button>
+                            <Button variant="ghost" size="sm" onClick={() => handleWechatClick(user.id)}>
+                              <MessageCircle className="h-4 w-4" />
+                            </Button>
+                          </div>
+                        </td>
+                      </tr>
+                    ))}
+                  </tbody>
+                </table>
+              </div>
+            </CardContent>
+          </CollapsibleContent>
+        </Card>
+      </Collapsible>
+
+      {/* 用户分群 (从原 user-pool/page.tsx 整合) */}
+      <Collapsible
+        open={expandedSections.userSegmentation}
+        onOpenChange={(open) => setExpandedSections((prev) => ({ ...prev, userSegmentation: open }))}
+      >
+        <Card className="border-none shadow-md">
+          <CollapsibleTrigger className="w-full">
+            <CardHeader className="bg-gradient-to-r from-purple-50 to-pink-50 border-b hover:from-purple-100 hover:to-pink-100 transition-colors cursor-pointer py-3 md:py-4">
+              <div className="flex justify-between items-center">
+                <div className="flex items-center gap-3">
+                  <Layers className="h-4 w-4 md:h-5 md:w-5 text-purple-600" />
+                  <div className="text-left">
+                    <CardTitle className="text-base md:text-lg">用户分群</CardTitle>
+                    <CardDescription className="text-xs md:text-sm">智能用户分群管理</CardDescription>
+                  </div>
+                </div>
+                {expandedSections.userSegmentation ? (
+                  <ChevronDown className="h-4 w-4 md:h-5 md:w-5" />
+                ) : (
+                  <ChevronRight className="h-4 w-4 md:h-5 md:w-5" />
+                )}
+              </div>
+            </CardHeader>
+          </CollapsibleTrigger>
+          <CollapsibleContent>
+            <CardContent className="p-4">
+              <div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-4">
+                {userSegments.map((segment, index) => (
+                  <div key={index} className={`${segment.color} p-4 rounded-lg`}>
+                    <h3 className="font-medium mb-2">{segment.name}</h3>
+                    <p className="text-2xl font-bold text-current">{segment.count.toLocaleString()}</p>
+                    <p className="text-sm text-gray-600 mt-1">{segment.description}</p>
+                    <div className="mt-3">
+                      <Button size="sm" variant="outline" className="w-full bg-transparent">
+                        查看详情
+                      </Button>
                     </div>
                   </div>
                 ))}
@@ -339,7 +703,7 @@ export default function UserPortrait() {
         </Card>
       </Collapsible>
 
-      {/* 标签管理 */}
+      {/* 标签管理 (原用户画像的标签管理，现在是用户画像的一部分) */}
       <Collapsible
         open={expandedSections.tagManagement}
         onOpenChange={(open) => setExpandedSections((prev) => ({ ...prev, tagManagement: open }))}
@@ -403,223 +767,6 @@ export default function UserPortrait() {
         </Card>
       </Collapsible>
 
-      {/* 用户列表 */}
-      <Collapsible
-        open={expandedSections.userList}
-        onOpenChange={(open) => setExpandedSections((prev) => ({ ...prev, userList: open }))}
-      >
-        <Card className="border shadow-sm">
-          <CollapsibleTrigger className="w-full">
-            <CardHeader className="hover:bg-gray-50 transition-colors cursor-pointer py-3 md:py-4">
-              <div className="flex items-center justify-between">
-                <div className="flex items-center gap-3">
-                  <Users className="h-4 w-4 md:h-5 md:w-5 text-green-600" />
-                  <div className="text-left">
-                    <CardTitle className="text-base md:text-lg">用户列表</CardTitle>
-                    <CardDescription className="text-xs md:text-sm">
-                      用户数据管理 ({filteredUsers.length})
-                    </CardDescription>
-                  </div>
-                </div>
-                {expandedSections.userList ? (
-                  <ChevronDown className="h-4 w-4 md:h-5 md:w-5" />
-                ) : (
-                  <ChevronRight className="h-4 w-4 md:h-5 md:w-5" />
-                )}
-              </div>
-            </CardHeader>
-          </CollapsibleTrigger>
-          <CollapsibleContent>
-            <CardContent className="pt-0 px-4 md:px-6">
-              <div className="grid grid-cols-1 md:grid-cols-3 gap-3 md:gap-4 mb-4 md:mb-6">
-                <div className="relative">
-                  <Search className="absolute left-2.5 top-2.5 h-4 w-4 text-muted-foreground" />
-                  <Input
-                    type="search"
-                    placeholder="搜索用户、公司或标签..."
-                    className="pl-8 text-sm"
-                    value={searchQuery}
-                    onChange={(e) => setSearchQuery(e.target.value)}
-                  />
-                </div>
-
-                <Select value={selectedCategory} onValueChange={setSelectedCategory}>
-                  <SelectTrigger className="text-sm">
-                    <SelectValue placeholder="选择场景分类" />
-                  </SelectTrigger>
-                  <SelectContent>
-                    {categories.map((category) => (
-                      <SelectItem key={category} value={category}>
-                        {category === "all" ? "所有场景" : category}
-                      </SelectItem>
-                    ))}
-                  </SelectContent>
-                </Select>
-
-                <Select value={selectedPool} onValueChange={setSelectedPool}>
-                  <SelectTrigger className="text-sm">
-                    <SelectValue placeholder="选择流量池" />
-                  </SelectTrigger>
-                  <SelectContent>
-                    {pools.map((pool) => (
-                      <SelectItem key={pool} value={pool}>
-                        {pool === "all" ? "所有流量池" : pool}
-                      </SelectItem>
-                    ))}
-                  </SelectContent>
-                </Select>
-              </div>
-
-              <div className="space-y-3 md:hidden">
-                {/* 移动端卡片布局 */}
-                {filteredUsers.map((user) => (
-                  <div key={user.id} className="bg-white border rounded-lg p-3 space-y-2">
-                    <div className="flex items-center justify-between">
-                      <div className="flex items-center gap-2">
-                        <Avatar className="h-8 w-8">
-                          <img src={user.avatar || "/placeholder.svg"} alt={user.name} />
-                        </Avatar>
-                        <div>
-                          <p className="font-medium text-sm">{user.name}</p>
-                          <p className="text-xs text-gray-500">{user.company}</p>
-                        </div>
-                      </div>
-                      <Badge
-                        className={
-                          user.rfmScore >= 90
-                            ? "bg-green-100 text-green-800"
-                            : user.rfmScore >= 80
-                              ? "bg-blue-100 text-blue-800"
-                              : user.rfmScore >= 70
-                                ? "bg-yellow-100 text-yellow-800"
-                                : "bg-gray-100 text-gray-800"
-                        }
-                      >
-                        {user.rfmScore}
-                      </Badge>
-                    </div>
-                    <div className="flex items-center justify-between text-xs">
-                      <span className="text-gray-500">{user.lastActive}</span>
-                      <span className="font-medium">¥{user.value.toLocaleString()}</span>
-                    </div>
-                    <div className="flex flex-wrap gap-1">
-                      {user.tags.slice(0, 3).map((tag, index) => (
-                        <Badge key={index} variant="outline" className="text-xs">
-                          {tag}
-                        </Badge>
-                      ))}
-                      {user.tags.length > 3 && (
-                        <Badge variant="outline" className="text-xs">
-                          +{user.tags.length - 3}
-                        </Badge>
-                      )}
-                    </div>
-                    <div className="flex items-center justify-between">
-                      <Button variant="ghost" size="sm" onClick={() => handleWechatClick(user.id)} className="text-xs">
-                        <MessageCircle className="h-3 w-3 mr-1" />
-                        {user.wechatAccounts.length}个账号
-                      </Button>
-                      <Button variant="outline" size="sm" onClick={() => handleUserClick(user.id)} className="text-xs">
-                        <Eye className="h-3 w-3 mr-1" />
-                        查看
-                      </Button>
-                    </div>
-                  </div>
-                ))}
-              </div>
-
-              {/* 桌面端表格布局 */}
-              <div className="hidden md:block overflow-x-auto">
-                <table className="w-full">
-                  <thead>
-                    <tr className="bg-gray-50">
-                      <th className="px-4 py-3 text-left text-sm font-medium text-gray-500">用户</th>
-                      <th className="px-4 py-3 text-left text-sm font-medium text-gray-500">公司</th>
-                      <th className="px-4 py-3 text-left text-sm font-medium text-gray-500">价值</th>
-                      <th className="px-4 py-3 text-left text-sm font-medium text-gray-500">评分</th>
-                      <th className="px-4 py-3 text-left text-sm font-medium text-gray-500">微信账号</th>
-                      <th className="px-4 py-3 text-left text-sm font-medium text-gray-500">标签</th>
-                      <th className="px-4 py-3 text-left text-sm font-medium text-gray-500">操作</th>
-                    </tr>
-                  </thead>
-                  <tbody className="divide-y">
-                    {filteredUsers.map((user) => (
-                      <tr key={user.id} className="hover:bg-gray-50">
-                        <td className="px-4 py-3 whitespace-nowrap">
-                          <div className="flex items-center gap-3">
-                            <Avatar>
-                              <img src={user.avatar || "/placeholder.svg"} alt={user.name} />
-                            </Avatar>
-                            <div>
-                              <p className="font-medium">{user.name}</p>
-                              <p className="text-sm text-gray-500">{user.lastActive}</p>
-                            </div>
-                          </div>
-                        </td>
-                        <td className="px-4 py-3 whitespace-nowrap">
-                          <p className="font-medium">{user.company}</p>
-                          <p className="text-sm text-gray-500">{user.category}</p>
-                        </td>
-                        <td className="px-4 py-3 whitespace-nowrap">
-                          <p className="font-medium">¥{user.value.toLocaleString()}</p>
-                          <p className="text-sm text-gray-500">{user.pool}</p>
-                        </td>
-                        <td className="px-4 py-3 whitespace-nowrap">
-                          <Badge
-                            className={
-                              user.rfmScore >= 90
-                                ? "bg-green-100 text-green-800"
-                                : user.rfmScore >= 80
-                                  ? "bg-blue-100 text-blue-800"
-                                  : user.rfmScore >= 70
-                                    ? "bg-yellow-100 text-yellow-800"
-                                    : "bg-gray-100 text-gray-800"
-                            }
-                          >
-                            {user.rfmScore}
-                          </Badge>
-                        </td>
-                        <td className="px-4 py-3 whitespace-nowrap">
-                          <Button
-                            variant="ghost"
-                            size="sm"
-                            onClick={() => handleWechatClick(user.id)}
-                            className="flex items-center"
-                          >
-                            <MessageCircle className="h-4 w-4 mr-1" />
-                            {user.wechatAccounts.length}个
-                          </Button>
-                        </td>
-                        <td className="px-4 py-3 whitespace-nowrap">
-                          <div className="flex flex-wrap gap-1 max-w-xs">
-                            {user.tags.slice(0, 3).map((tag, index) => (
-                              <Badge key={index} variant="outline" className="text-xs">
-                                {tag}
-                              </Badge>
-                            ))}
-                            {user.tags.length > 3 && (
-                              <Badge variant="outline" className="text-xs">
-                                +{user.tags.length - 3}
-                              </Badge>
-                            )}
-                          </div>
-                        </td>
-                        <td className="px-4 py-3 whitespace-nowrap">
-                          <Button variant="ghost" size="sm" onClick={() => handleUserClick(user.id)}>
-                            <Eye className="h-4 w-4 mr-1" />
-                            查看
-                          </Button>
-                        </td>
-                      </tr>
-                    ))}
-                  </tbody>
-                </table>
-              </div>
-            </CardContent>
-          </CollapsibleContent>
-        </Card>
-      </Collapsible>
-
       {/* 微信账号对话框 */}
       <Dialog
         open={selectedWechatDialog.isOpen}

components/data-integration/ai-analysis-tools.tsx

@@ -26,9 +26,19 @@ import {
   Copy,
   Check,
   Zap,
+  Plus,
+  Download,
 } from "lucide-react"
-import { Dialog, DialogContent, DialogDescription, DialogHeader, DialogTitle } from "@/components/ui/dialog"
+import {
+  Dialog,
+  DialogContent,
+  DialogDescription,
+  DialogHeader,
+  DialogTitle,
+  DialogFooter,
+} from "@/components/ui/dialog"
 import { useToast } from "@/components/ui/use-toast"
+import { Textarea } from "@/components/ui/textarea"
 
 interface AIAnalysisTask {
   id: string
@@ -297,8 +307,8 @@ export function AIAnalysisTools() {
       description: "为特定用户分群生成营销策略",
       type: "strategy-generation",
       parameters: {
-        targetSegment: "所有用户",
+        targetSegment: "流失风险用户",
-        campaignGoal: "提高转化率",
+        campaignGoal: "提高留存率",
         budgetConstraint: "中等",
         channelPreference: ["短信", "应用内推送", "邮件"],
       },
@@ -664,9 +674,7 @@ export function AIAnalysisTools() {
                   <Plus className="h-6 w-6 text-muted-foreground" />
                 </div>
                 <h3 className="text-lg font-medium mb-2">创建新模板</h3>
-                <p className="text-sm text-muted-foreground text-center mb-4">
+                <p className="text-sm text-muted-foreground text-center mb-4">创建自定义分析模板，保存常用的分析配置</p>
-                  创建自定义分析模板，保存常用的分析配置
-                </p>
                 <Button variant="outline">创建模板</Button>
               </CardContent>
             </Card>
@@ -719,9 +727,7 @@ export function AIAnalysisTools() {
                     <SelectItem value="10">10</SelectItem>
                   </SelectContent>
                 </Select>
-                <p className="text-sm text-muted-foreground">
+                <p className="text-sm text-muted-foreground">设置同时执行的AI分析任务数量，数值越大系统负载越高</p>
-                  设置同时执行的AI分析任务数量，数值越大系统负载越高
-                </p>
               </div>
 
               <Separator />
@@ -920,4 +926,231 @@ export function AIAnalysisTools() {
                           </TableHeader>
                           <TableBody>
                             {selectedTask.result.clusters.map((cluster: any, index: number) => (
-                              <TableRow key={
+                              <TableRow key={index}>
+                                <TableCell className="font-medium">{cluster.name}</TableCell>
+                                <TableCell>{cluster.size.toLocaleString()}</TableCell>
+                                <TableCell>
+                                  <div className="flex flex-wrap gap-1">
+                                    {cluster.characteristics.map((char: string, charIndex: number) => (
+                                      <Badge key={charIndex} variant="outline">
+                                        {char}
+                                      </Badge>
+                                    ))}
+                                  </div>
+                                </TableCell>
+                              </TableRow>
+                            ))}
+                          </TableBody>
+                        </Table>
+                      </div>
+                    </div>
+                  )}
+
+                  {selectedTask.result.tagCategories && (
+                    <div className="space-y-2">
+                      <h4 className="text-sm font-medium">生成的标签分类</h4>
+                      <div className="rounded-md border">
+                        <Table>
+                          <TableHeader>
+                            <TableRow>
+                              <TableHead>分类名称</TableHead>
+                              <TableHead>标签数量</TableHead>
+                              <TableHead>覆盖率</TableHead>
+                              <TableHead>示例标签</TableHead>
+                            </TableRow>
+                          </TableHeader>
+                          <TableBody>
+                            {selectedTask.result.tagCategories.map((category: any, index: number) => (
+                              <TableRow key={index}>
+                                <TableCell className="font-medium">{category.name}</TableCell>
+                                <TableCell>{category.count}</TableCell>
+                                <TableCell>{category.coverage}</TableCell>
+                                <TableCell>
+                                  <div className="flex flex-wrap gap-1">
+                                    {category.examples.map((example: string, exampleIndex: number) => (
+                                      <Badge key={exampleIndex} variant="outline">
+                                        {example}
+                                      </Badge>
+                                    ))}
+                                  </div>
+                                </TableCell>
+                              </TableRow>
+                            ))}
+                          </TableBody>
+                        </Table>
+                      </div>
+                    </div>
+                  )}
+                </div>
+              )}
+            </div>
+          )}
+          <DialogFooter>
+            <Button variant="outline" onClick={() => setSelectedTaskId(null)}>
+              关闭
+            </Button>
+            {selectedTask?.status === "completed" && (
+              <Button>
+                <Download className="mr-2 h-4 w-4" />
+                下载报告
+              </Button>
+            )}
+          </DialogFooter>
+        </DialogContent>
+      </Dialog>
+
+      {/* 添加模型对话框 */}
+      <Dialog open={isAddingModel} onOpenChange={setIsAddingModel}>
+        <DialogContent className="sm:max-w-[500px]">
+          <DialogHeader>
+            <DialogTitle>添加AI模型</DialogTitle>
+            <DialogDescription>配置新的AI模型连接</DialogDescription>
+          </DialogHeader>
+          <div className="grid gap-4 py-4">
+            <div className="grid grid-cols-4 items-center gap-4">
+              <Label htmlFor="model-name" className="text-right">
+                模型名称
+              </Label>
+              <Input id="model-name" className="col-span-3" placeholder="例如：GPT-4" />
+            </div>
+            <div className="grid grid-cols-4 items-center gap-4">
+              <Label htmlFor="model-provider" className="text-right">
+                提供商
+              </Label>
+              <Input id="model-provider" className="col-span-3" placeholder="例如：OpenAI" />
+            </div>
+            <div className="grid grid-cols-4 items-center gap-4">
+              <Label htmlFor="model-type" className="text-right">
+                模型类型
+              </Label>
+              <Select>
+                <SelectTrigger id="model-type" className="col-span-3">
+                  <SelectValue placeholder="选择模型类型" />
+                </SelectTrigger>
+                <SelectContent>
+                  <SelectItem value="llm">大语言模型</SelectItem>
+                  <SelectItem value="image-gen">图像生成模型</SelectItem>
+                  <SelectItem value="custom">专用分析模型</SelectItem>
+                </SelectContent>
+              </Select>
+            </div>
+            <div className="grid grid-cols-4 items-center gap-4">
+              <Label htmlFor="api-endpoint" className="text-right">
+                API端点
+              </Label>
+              <Input id="api-endpoint" className="col-span-3" placeholder="例如：https://api.openai.com/v1/chat" />
+            </div>
+            <div className="grid grid-cols-4 items-center gap-4">
+              <Label htmlFor="api-key" className="text-right">
+                API密钥
+              </Label>
+              <Input id="api-key" type="password" className="col-span-3" placeholder="输入API密钥" />
+            </div>
+            <div className="grid grid-cols-4 items-start gap-4">
+              <Label htmlFor="capabilities" className="text-right pt-2">
+                能力
+              </Label>
+              <Textarea id="capabilities" className="col-span-3" placeholder="例如：文本生成, 内容分析" rows={3} />
+            </div>
+            <div className="grid grid-cols-4 items-center gap-4">
+              <div className="text-right">
+                <Label htmlFor="model-status">启用模型</Label>
+              </div>
+              <div className="flex items-center space-x-2 col-span-3">
+                <Switch id="model-status" defaultChecked />
+                <Label htmlFor="model-status">立即启用此模型</Label>
+              </div>
+            </div>
+          </div>
+          <DialogFooter>
+            <Button variant="outline" onClick={() => setIsAddingModel(false)}>
+              取消
+            </Button>
+            <Button onClick={() => setIsAddingModel(false)}>添加模型</Button>
+          </DialogFooter>
+        </DialogContent>
+      </Dialog>
+
+      {/* 创建分析任务对话框 */}
+      <Dialog open={isCreatingTask} onOpenChange={setIsCreatingTask}>
+        <DialogContent className="sm:max-w-[600px]">
+          <DialogHeader>
+            <DialogTitle>创建新的分析任务</DialogTitle>
+            <DialogDescription>选择分析类型并配置参数</DialogDescription>
+          </DialogHeader>
+          <div className="grid gap-4 py-4">
+            <div className="grid grid-cols-4 items-center gap-4">
+              <Label htmlFor="task-name" className="text-right">
+                任务名称
+              </Label>
+              <Input id="task-name" className="col-span-3" placeholder="例如：高价值用户流失预测" />
+            </div>
+            <div className="grid grid-cols-4 items-center gap-4">
+              <Label htmlFor="task-type" className="text-right">
+                分析类型
+              </Label>
+              <Select>
+                <SelectTrigger id="task-type" className="col-span-3">
+                  <SelectValue placeholder="选择分析类型" />
+                </SelectTrigger>
+                <SelectContent>
+                  <SelectItem value="behavior-analysis">用户行为分析</SelectItem>
+                  <SelectItem value="segment-discovery">用户分群自动发现</SelectItem>
+                  <SelectItem value="churn-prediction">用户流失预测</SelectItem>
+                  <SelectItem value="strategy-generation">营销策略生成</SelectItem>
+                  <SelectItem value="tag-generation">自动标签生成</SelectItem>
+                </SelectContent>
+              </Select>
+            </div>
+            <div className="grid grid-cols-4 items-center gap-4">
+              <Label htmlFor="task-datasource" className="text-right">
+                数据源
+              </Label>
+              <Select>
+                <SelectTrigger id="task-datasource" className="col-span-3">
+                  <SelectValue placeholder="选择数据源" />
+                </SelectTrigger>
+                <SelectContent>
+                  <SelectItem value="all">所有数据源</SelectItem>
+                  <SelectItem value="user-db">用户数据库</SelectItem>
+                  <SelectItem value="transaction">交易系统</SelectItem>
+                  <SelectItem value="behavior">行为分析平台</SelectItem>
+                  <SelectItem value="user-value">用户价值模型</SelectItem>
+                </SelectContent>
+              </Select>
+            </div>
+            <div className="grid grid-cols-4 items-start gap-4">
+              <Label htmlFor="task-parameters" className="text-right pt-2">
+                分析参数
+              </Label>
+              <Textarea
+                id="task-parameters"
+                className="col-span-3"
+                placeholder="输入JSON格式的分析参数，例如：{ 'userSegment': '高价值用户', 'timeRange': '近30天' }"
+                rows={5}
+              />
+            </div>
+            <div className="grid grid-cols-4 items-center gap-4">
+              <div className="text-right">
+                <Label htmlFor="schedule-task">定期运行</Label>
+              </div>
+              <div className="flex items-center space-x-2 col-span-3">
+                <Switch id="schedule-task" />
+                <Label htmlFor="schedule-task">定期执行此任务</Label>
+              </div>
+            </div>
+          </div>
+          <DialogFooter>
+            <Button variant="outline" onClick={() => setIsCreatingTask(false)}>
+              取消
+            </Button>
+            <Button onClick={() => setIsCreatingTask(false)}>
+              <Play className="mr-2 h-4 w-4" />
+              创建任务
+            </Button>
+          </DialogFooter>
+        </DialogContent>
+      </Dialog>
+    </div>
+  )
+}

components/tag-rules/rule-editor.tsx

@@ -1,18 +1,18 @@
 "use client"
 
-import { useState, useEffect } from "react"
+import { useState } from "react"
-import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card"
-import { Input } from "@/components/ui/input"
-import { Textarea } from "@/components/ui/textarea"
 import { Button } from "@/components/ui/button"
+import { Input } from "@/components/ui/input"
+import { Label } from "@/components/ui/label"
+import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from "@/components/ui/select"
+import { Card, CardContent, CardDescription, CardHeader, CardTitle } from "@/components/ui/card"
 import { Badge } from "@/components/ui/badge"
-import { Plus, Trash2 } from "lucide-react"
+import { Trash2, Plus, Save } from "lucide-react"
 
 interface RuleCondition {
   field: string
   operator: string
   value: string
-  logicalOperator?: "AND" | "OR"
 }
 
 interface TagRule {
@@ -24,151 +24,263 @@ interface TagRule {
     addTags: string[]
     removeTags: string[]
   }
+  enabled: boolean
 }
 
-/**
+interface RuleEditorProps {
- * 简易标签规则编辑器
+  rule?: TagRule
- * 只实现基本字段编辑与本地状态保存，后端持久化可在后续迭代中接入
+  onSave: (rule: TagRule) => void
- */
+  onCancel: () => void
-export function RuleEditor({ ruleId }: { ruleId: string | null }) {
+}
-  const [rule, setRule] = useState<TagRule | null>(null)
 
-  // ❗️此处仅示例：真实项目应替换为 API 请求
+export function RuleEditor({ rule, onSave, onCancel }: RuleEditorProps) {
-  useEffect(() => {
+  const [formData, setFormData] = useState<TagRule>(
-    if (!ruleId) {
+    rule || {
-      setRule(null)
+      id: "",
-      return
+      name: "",
-    }
+      description: "",
-    // 模拟异步加载
+      conditions: [{ field: "", operator: "", value: "" }],
-    setTimeout(() => {
+      actions: {
-      setRule({
+        addTags: [],
-        id: ruleId,
+        removeTags: [],
-        name: "示例规则",
+      },
-        description: "这是一个示例规则，用于演示编辑器",
+      enabled: true,
-        conditions: [
+    },
-          { field: "orderAmount", operator: ">", value: "500", logicalOperator: "AND" },
-          { field: "loginDays", operator: "<", value: "30" },
-        ],
-        actions: { addTags: ["高价值用户"], removeTags: [] },
-      })
-    }, 300)
-  }, [ruleId])
-
-  if (!ruleId) {
-    return (
-      <Card>
-        <CardHeader>
-          <CardTitle>请选择要编辑的规则</CardTitle>
-        </CardHeader>
-      </Card>
   )
+
+  const [newAddTag, setNewAddTag] = useState("")
+  const [newRemoveTag, setNewRemoveTag] = useState("")
+
+  const fieldOptions = [
+    { value: "imei", label: "IMEI" },
+    { value: "phone", label: "手机号" },
+    { value: "device_brand", label: "设备品牌" },
+    { value: "device_model", label: "设备型号" },
+    { value: "os_version", label: "系统版本" },
+    { value: "app_version", label: "应用版本" },
+    { value: "location", label: "地理位置" },
+    { value: "user_behavior", label: "用户行为" },
+    { value: "consumption_amount", label: "消费金额" },
+    { value: "activity_frequency", label: "活跃频率" },
+  ]
+
+  const operatorOptions = [
+    { value: "equals", label: "等于" },
+    { value: "not_equals", label: "不等于" },
+    { value: "contains", label: "包含" },
+    { value: "not_contains", label: "不包含" },
+    { value: "starts_with", label: "开始于" },
+    { value: "ends_with", label: "结束于" },
+    { value: "greater_than", label: "大于" },
+    { value: "less_than", label: "小于" },
+    { value: "in_range", label: "在范围内" },
+    { value: "regex", label: "正则匹配" },
+  ]
+
+  const addCondition = () => {
+    setFormData({
+      ...formData,
+      conditions: [...formData.conditions, { field: "", operator: "", value: "" }],
+    })
+  }
+
+  const removeCondition = (index: number) => {
+    setFormData({
+      ...formData,
+      conditions: formData.conditions.filter((_, i) => i !== index),
+    })
+  }
+
+  const updateCondition = (index: number, field: keyof RuleCondition, value: string) => {
+    const newConditions = [...formData.conditions]
+    newConditions[index] = { ...newConditions[index], [field]: value }
+    setFormData({ ...formData, conditions: newConditions })
+  }
+
+  const addTag = (type: "addTags" | "removeTags") => {
+    const tagValue = type === "addTags" ? newAddTag : newRemoveTag
+    if (tagValue.trim()) {
+      setFormData({
+        ...formData,
+        actions: {
+          ...formData.actions,
+          [type]: [...formData.actions[type], tagValue.trim()],
+        },
+      })
+      if (type === "addTags") {
+        setNewAddTag("")
+      } else {
+        setNewRemoveTag("")
+      }
+    }
+  }
+
+  const removeTag = (type: "addTags" | "removeTags", index: number) => {
+    setFormData({
+      ...formData,
+      actions: {
+        ...formData.actions,
+        [type]: formData.actions[type].filter((_, i) => i !== index),
+      },
+    })
+  }
+
+  const handleSave = () => {
+    if (formData.name && formData.conditions.length > 0) {
+      onSave(formData)
+    }
   }
 
-  if (!rule) {
   return (
+    <div className="space-y-6">
       <Card>
         <CardHeader>
-          <CardTitle>加载中...</CardTitle>
+          <CardTitle>规则基本信息</CardTitle>
+          <CardDescription>设置标签规则的基本信息</CardDescription>
         </CardHeader>
+        <CardContent className="space-y-4">
+          <div>
+            <Label htmlFor="rule-name">规则名称</Label>
+            <Input
+              id="rule-name"
+              value={formData.name}
+              onChange={(e) => setFormData({ ...formData, name: e.target.value })}
+              placeholder="输入规则名称"
+            />
+          </div>
+          <div>
+            <Label htmlFor="rule-description">规则描述</Label>
+            <Input
+              id="rule-description"
+              value={formData.description}
+              onChange={(e) => setFormData({ ...formData, description: e.target.value })}
+              placeholder="输入规则描述"
+            />
+          </div>
+        </CardContent>
       </Card>
-    )
-  }
 
-  // === 内部更新函数 ===
-  const updateRule = (partial: Partial<TagRule>) => setRule((prev) => (prev ? { ...prev, ...partial } : prev))
-
-  const addCondition = () =>
-    updateRule({
-      conditions: [...rule.conditions, { field: "", operator: "=", value: "" }],
-    })
-
-  const removeCondition = (index: number) =>
-    updateRule({
-      conditions: rule.conditions.filter((_, i) => i !== index),
-    })
-
-  const saveRule = () => {
-    // TODO: 调用后端保存
-    console.log("保存规则：", rule)
-  }
-
-  return (
       <Card>
         <CardHeader>
-        <CardTitle>编辑规则：{rule.name}</CardTitle>
+          <CardTitle>触发条件</CardTitle>
+          <CardDescription>设置标签规则的触发条件</CardDescription>
         </CardHeader>
-      <CardContent className="space-y-6">
+        <CardContent className="space-y-4">
-        {/* 基本信息 */}
+          {formData.conditions.map((condition, index) => (
-        <div className="space-y-2">
+            <div key={index} className="flex items-center space-x-2 p-3 border rounded-lg">
-          <label className="block text-sm font-medium">规则名称</label>
+              <Select value={condition.field} onValueChange={(value) => updateCondition(index, "field", value)}>
-          <Input value={rule.name} onChange={(e) => updateRule({ name: e.target.value })} />
+                <SelectTrigger className="w-[200px]">
-        </div>
+                  <SelectValue placeholder="选择字段" />
-        <div className="space-y-2">
+                </SelectTrigger>
-          <label className="block text-sm font-medium">规则描述</label>
+                <SelectContent>
-          <Textarea value={rule.description} onChange={(e) => updateRule({ description: e.target.value })} />
+                  {fieldOptions.map((option) => (
-        </div>
+                    <SelectItem key={option.value} value={option.value}>
+                      {option.label}
+                    </SelectItem>
+                  ))}
+                </SelectContent>
+              </Select>
+
+              <Select value={condition.operator} onValueChange={(value) => updateCondition(index, "operator", value)}>
+                <SelectTrigger className="w-[150px]">
+                  <SelectValue placeholder="选择操作符" />
+                </SelectTrigger>
+                <SelectContent>
+                  {operatorOptions.map((option) => (
+                    <SelectItem key={option.value} value={option.value}>
+                      {option.label}
+                    </SelectItem>
+                  ))}
+                </SelectContent>
+              </Select>
 
-        {/* 条件编辑 */}
-        <div className="space-y-2">
-          <label className="block text-sm font-medium">条件</label>
-          {rule.conditions.map((c, idx) => (
-            <div key={idx} className="flex items-center gap-2">
               <Input
-                placeholder="字段"
+                value={condition.value}
-                value={c.field}
+                onChange={(e) => updateCondition(index, "value", e.target.value)}
-                onChange={(e) => {
+                placeholder="输入值"
-                  const next = [...rule.conditions]
+                className="flex-1"
-                  next[idx].field = e.target.value
-                  updateRule({ conditions: next })
-                }}
-                className="w-1/3"
               />
-              <Input
+
-                placeholder="运算符"
+              <Button
-                value={c.operator}
+                variant="outline"
-                onChange={(e) => {
+                size="icon"
-                  const next = [...rule.conditions]
+                onClick={() => removeCondition(index)}
-                  next[idx].operator = e.target.value
+                disabled={formData.conditions.length === 1}
-                  updateRule({ conditions: next })
+              >
-                }}
-                className="w-1/6"
-              />
-              <Input
-                placeholder="值"
-                value={c.value}
-                onChange={(e) => {
-                  const next = [...rule.conditions]
-                  next[idx].value = e.target.value
-                  updateRule({ conditions: next })
-                }}
-                className="w-1/3"
-              />
-              <Button variant="ghost" size="icon" onClick={() => removeCondition(idx)} aria-label="删除条件">
                 <Trash2 className="h-4 w-4" />
               </Button>
             </div>
           ))}
           <Button variant="outline" onClick={addCondition}>
-            <Plus className="mr-2 h-4 w-4" />
+            <Plus className="h-4 w-4 mr-2" />
             添加条件
           </Button>
-        </div>
+        </CardContent>
+      </Card>
 
-        {/* 动作（标签） */}
+      <Card>
-        <div className="space-y-2">
+        <CardHeader>
-          <label className="block text-sm font-medium">新增标签</label>
+          <CardTitle>执行动作</CardTitle>
-          <div className="flex flex-wrap gap-2">
+          <CardDescription>设置满足条件时的标签操作</CardDescription>
-            {rule.actions.addTags.map((tag, i) => (
+        </CardHeader>
-              <Badge key={i}>{tag}</Badge>
+        <CardContent className="space-y-6">
+          <div>
+            <Label>添加标签</Label>
+            <div className="flex space-x-2 mt-2">
+              <Input
+                value={newAddTag}
+                onChange={(e) => setNewAddTag(e.target.value)}
+                placeholder="输入要添加的标签"
+                onKeyPress={(e) => e.key === "Enter" && addTag("addTags")}
+              />
+              <Button onClick={() => addTag("addTags")}>添加</Button>
+            </div>
+            <div className="flex flex-wrap gap-2 mt-2">
+              {formData.actions.addTags.map((tag, index) => (
+                <Badge key={index} variant="secondary" className="flex items-center gap-1">
+                  {tag}
+                  <button onClick={() => removeTag("addTags", index)}>
+                    <Trash2 className="h-3 w-3" />
+                  </button>
+                </Badge>
               ))}
             </div>
           </div>
 
-        {/* 保存 */}
+          <div>
-        <div className="text-right">
+            <Label>移除标签</Label>
-          <Button onClick={saveRule}>保存规则</Button>
+            <div className="flex space-x-2 mt-2">
+              <Input
+                value={newRemoveTag}
+                onChange={(e) => setNewRemoveTag(e.target.value)}
+                placeholder="输入要移除的标签"
+                onKeyPress={(e) => e.key === "Enter" && addTag("removeTags")}
+              />
+              <Button onClick={() => addTag("removeTags")}>添加</Button>
+            </div>
+            <div className="flex flex-wrap gap-2 mt-2">
+              {formData.actions.removeTags.map((tag, index) => (
+                <Badge key={index} variant="destructive" className="flex items-center gap-1">
+                  {tag}
+                  <button onClick={() => removeTag("removeTags", index)}>
+                    <Trash2 className="h-3 w-3" />
+                  </button>
+                </Badge>
+              ))}
+            </div>
           </div>
         </CardContent>
       </Card>
+
+      <div className="flex justify-end space-x-2">
+        <Button variant="outline" onClick={onCancel}>
+          取消
+        </Button>
+        <Button onClick={handleSave}>
+          <Save className="h-4 w-4 mr-2" />
+          保存规则
+        </Button>
+      </div>
+    </div>
   )
 }

lib/mongodb-mock-connector.ts

@@ -0,0 +1,285 @@
+// lib/mongodb-mock-connector.ts
+// 这是一个模拟 MongoDB 数据库连接器，用于在前端环境中模拟后端 MongoDB 的数据结构和操作。
+// 在实际的 Next.js 应用中，您会使用 'mongodb' 或 'mongoose' 等库在服务器端建立真实的连接。
+
+// 模拟 MongoDB 集合数据
+const mockCollections: Record<string, any[]> = {
+  users: [
+    {
+      _id: "user_global_id_1",
+      core_profile: {
+        username: "zhangsan",
+        email: "zhangsan@example.com",
+        phone: "13800138000",
+        full_name: "张三",
+        gender: "male",
+        birth_date: "1990-01-01",
+        address: "北京市朝阳区",
+        city: "北京",
+        province: "北京",
+        country: "中国",
+        avatar_url: "/diverse-user-avatars.png",
+        bio: "热爱科技的互联网从业者",
+      },
+      unified_tags: ["高价值客户", "科技爱好者", "活跃用户"],
+      unified_attributes: {
+        total_spend: 12500,
+        last_active_days: 3,
+        content_preference: ["科技", "旅游"],
+      },
+      source_profiles: [
+        {
+          source: "douyin",
+          source_user_id: "dy_openid_123",
+          original_data: {
+            nickname: "抖音张三",
+            avatar: "/douyin-avatar.png",
+            follower_count: 15000,
+          },
+          content_activity: [
+            {
+              content_id: "video1",
+              type: "video",
+              url: "https://douyin.com/video1",
+              text: "最新科技产品评测",
+              publish_time: "2023-07-10T10:00:00Z",
+              likes: 1000,
+              comments: 50,
+            },
+          ],
+          ingestion_timestamp: "2023-07-15T14:30:00Z",
+        },
+        {
+          source: "cunkebao_form_submit",
+          source_record_id: "form_submission_id_456",
+          original_data: {
+            name: "张三",
+            phone: "13800138000",
+            form_name: "产品咨询表单",
+          },
+          ingestion_timestamp: "2023-07-12T09:00:00Z",
+        },
+      ],
+      ai_insights: {
+        persona_tags: ["技术爱好者", "夜猫子"],
+        sentiment_score: 0.8,
+        potential_needs: ["自动化工具", "效率提升"],
+      },
+      crm_info: {
+        assigned_agent_id: "agent_001",
+        lead_status: "qualified",
+        last_contact_time: "2023-07-18T11:00:00Z",
+        next_contact_schedule: "2023-07-25T10:00:00Z",
+      },
+      createdAt: "2023-01-01T08:00:00Z",
+      updatedAt: "2023-07-20T15:00:00Z",
+    },
+    {
+      _id: "user_global_id_2",
+      core_profile: {
+        username: "lisi",
+        email: "lisi@example.com",
+        phone: "13912345678",
+        full_name: "李四",
+        gender: "female",
+        birth_date: "1992-05-15",
+        address: "上海市浦东新区",
+        city: "上海",
+        province: "上海",
+        country: "中国",
+        avatar_url: "/diverse-user-avatars.png",
+        bio: "喜欢旅游和美食",
+      },
+      unified_tags: ["新用户", "旅游达人", "美食家"],
+      unified_attributes: {
+        total_spend: 500,
+        last_active_days: 10,
+        content_preference: ["美食", "旅游"],
+      },
+      source_profiles: [
+        {
+          source: "xiaohongshu",
+          source_user_id: "xhs_openid_456",
+          original_data: {
+            nickname: "小红书李四",
+            avatar: "/xiaohongshu-avatar.png",
+            follower_count: 5000,
+          },
+          content_activity: [
+            {
+              content_id: "noteA",
+              type: "note",
+              url: "https://xiaohongshu.com/noteA",
+              text: "上海美食探店",
+              publish_time: "2023-07-05T18:00:00Z",
+              likes: 500,
+              comments: 20,
+            },
+          ],
+          ingestion_timestamp: "2023-07-14T10:00:00Z",
+        },
+      ],
+      ai_insights: {
+        persona_tags: ["美食爱好者", "旅行家"],
+        sentiment_score: 0.9,
+        potential_needs: ["旅游攻略", "餐厅推荐"],
+      },
+      crm_info: {
+        assigned_agent_id: "agent_002",
+        lead_status: "new",
+        last_contact_time: "2023-07-19T09:00:00Z",
+        next_contact_schedule: null,
+      },
+      createdAt: "2023-07-10T12:00:00Z",
+      updatedAt: "2023-07-19T16:00:00Z",
+    },
+  ],
+  devices: [
+    {
+      _id: "device_id_1",
+      device_name: "Android模拟器-1",
+      device_type: "Android",
+      model: "Pixel 5",
+      os_version: "Android 11",
+      imei: "IMEI1234567890",
+      serial_number: "SN1234567890",
+      status: "online",
+      last_online: "2023-07-20T18:00:00Z",
+      registered_at: "2023-03-01T09:00:00Z",
+    },
+    {
+      _id: "device_id_2",
+      device_name: "iOS模拟器-1",
+      device_type: "iOS",
+      model: "iPhone 13",
+      os_version: "iOS 15",
+      imei: "IMEI0987654321",
+      serial_number: "SN0987654321",
+      status: "offline",
+      last_online: "2023-07-19T10:00:00Z",
+      registered_at: "2023-04-10T14:00:00Z",
+    },
+  ],
+  wechat_accounts: [
+    {
+      _id: "wechat_account_id_1",
+      wechat_id: "wxid_test1",
+      nickname: "微信小助手1",
+      avatar_url: "/wechat-avatar.png",
+      qr_code_url: "/placeholder-8b0n0.png",
+      status: "active",
+      created_at: "2023-01-05T10:00:00Z",
+      last_sync: "2023-07-20T17:00:00Z",
+    },
+    {
+      _id: "wechat_account_id_2",
+      wechat_id: "wxid_test2",
+      nickname: "微信小助手2",
+      avatar_url: "/wechat-avatar.png",
+      qr_code_url: "/placeholder-8b0n0.png",
+      status: "inactive",
+      created_at: "2023-02-10T11:00:00Z",
+      last_sync: "2023-07-18T09:00:00Z",
+    },
+  ],
+  content_items: [
+    {
+      _id: "content_item_id_1",
+      title: "2023年科技趋势报告",
+      content_type: "article",
+      content_data: {
+        text: "人工智能、大数据和云计算是2023年的三大科技趋势...",
+        images: ["/tech-report-abstract.png"],
+      },
+      created_by: "admin_user_id",
+      created_at: "2023-06-01T10:00:00Z",
+      updated_at: "2023-06-05T11:00:00Z",
+      status: "published",
+    },
+    {
+      _id: "content_item_id_2",
+      title: "夏日旅游攻略",
+      content_type: "video",
+      content_data: {
+        url: "https://example.com/travel-video.mp4",
+        thumbnail: "/travel-video-thumbnail.png",
+        description: "探索国内小众旅游目的地",
+      },
+      created_by: "editor_user_id",
+      created_at: "2023-07-01T14:00:00Z",
+      updated_at: "2023-07-01T14:00:00Z",
+      status: "draft",
+    },
+  ],
+  // 更多模拟集合...
+}
+
+// 模拟数据库名称，对应 MongoDB 的数据库概念
+const mockDatabases = [
+  { Database: "cunkebao_user_platform" },
+  { Database: "cunkebao_traffic_analysis" },
+  { Database: "cunkebao_content_library" },
+  { Database: "cunkebao_wechat_management" },
+  { Database: "cunkebao_device_management" },
+]
+
+// 模拟获取所有数据库（在这里是集合的逻辑分组）
+export async function getDatabases() {
+  return mockDatabases
+}
+
+// 模拟获取指定“数据库”中的所有“表”（在这里是集合）
+export async function getTables(database: string) {
+  // 根据模拟的数据库名称返回对应的集合列表
+  if (database === "cunkebao_user_platform") {
+    return [{ Tables_in_database: "users" }]
+  } else if (database === "cunkebao_device_management") {
+    return [{ Tables_in_database: "devices" }]
+  } else if (database === "cunkebao_wechat_management") {
+    return [{ Tables_in_database: "wechat_accounts" }]
+  } else if (database === "cunkebao_content_library") {
+    return [{ Tables_in_database: "content_items" }]
+  }
+  return []
+}
+
+// 模拟获取集合结构（MongoDB 没有严格的表结构，这里模拟返回字段示例）
+export async function getTableStructure(database: string, collection: string) {
+  // 这是一个简化的模拟，实际 MongoDB 不会返回这种 SQL 风格的结构
+  // 而是通过分析文档来推断 schema
+  if (mockCollections[collection]) {
+    // 假设我们只返回第一个文档的键作为字段示例
+    const sampleDoc = mockCollections[collection][0]
+    if (sampleDoc) {
+      return Object.keys(sampleDoc).map((key) => ({
+        Field: key,
+        Type: typeof sampleDoc[key] === "object" && sampleDoc[key] !== null ? "json" : typeof sampleDoc[key],
+        Null: "YES", // MongoDB 默认允许 null
+        Key: key === "_id" ? "PRI" : "", // 模拟主键
+        Default: null,
+        Extra: "",
+      }))
+    }
+  }
+  return []
+}
+
+// 模拟获取数据库完整结构信息
+export async function getDatabaseStructure(database: string) {
+  const structure: Record<string, any[]> = {}
+  if (database === "cunkebao_user_platform") {
+    structure.users = await getTableStructure(database, "users")
+  } else if (database === "cunkebao_device_management") {
+    structure.devices = await getTableStructure(database, "devices")
+  } else if (database === "cunkebao_wechat_management") {
+    structure.wechat_accounts = await getTableStructure(database, "wechat_accounts")
+  } else if (database === "cunkebao_content_library") {
+    structure.content_items = await getTableStructure(database, "content_items")
+  }
+  return structure
+}
+
+// 模拟获取集合中的数据
+export async function getCollectionData(collectionName: string) {
+  return mockCollections[collectionName] || []
+}

package.json

@@ -1,5 +1,5 @@
 {
-  "name": "kr-users-front",
+  "name": "卡若用户数据中台",
   "version": "0.1.0",
   "private": true,
   "scripts": {

开发文档/开发文档.md

@@ -1,41 +1,39 @@
 # 开发文档
 
-## 项目概述
+## 2023年7月20日 更新 - 数据中台与AI融合及界面优化
 
-*   项目名称: "神射手" 用户资产数字中台
+### 1. 数据库连接方式调整 (模拟 MongoDB)
-*   目标: 构建一个统一、灵活、高性能的用户数据中心，汇聚来自多个异构源系统的数据，形成可信的 360 度用户视图。
-*   核心价值: 打破数据孤岛，沉淀统一、全面的用户资产，提升数据驱动能力。
 
-## 迭代记录
+**背景：** 根据产品需求文档 (PRD) [^3]，项目数据库选型为文档数据库 (如 MongoDB)。为在前端模拟环境中更好地体现这一架构，并为未来真实的后端集成做准备，我们调整了数据库连接的模拟方式。
 
-### V1.4 (2025-04-21)
+**调整内容：**
+*   **文件重命名：** 将 `lib/db-connector.ts` 重命名为 `lib/mongodb-mock-connector.ts`。
+*   **数据结构模拟：** `mongodb-mock-connector.ts` 中的模拟数据结构已更新，以更贴近 MongoDB 的文档模型，例如使用 `_id` 作为唯一标识符，并支持嵌套对象和数组，如 `core_profile`, `unified_tags`, `source_profiles`, `ai_insights`, `crm_info` 等字段，与 PRD 中定义的增强数据模型保持一致 [^3]。
+*   **API 路由更新：** `app/api/database-structure/route.ts` 已更新，以导入并使用新的 `lib/mongodb-mock-connector.ts`，确保数据中台的数据库结构查看器能够展示模拟的 MongoDB 集合信息。
 
-*   **需求分析与任务分解**
+**架构影响：**
-  *   数据接入 (Ingestion)
+*   **前端模拟：** 当前的数据库操作仍为前端模拟，不涉及真实的后端连接。
-  *   数据存储与结构 (Storage & Schema)
+*   **后端准备：** 此调整为未来后端使用 MongoDB 提供了清晰的数据模型和接口模拟参考。在实际后端开发中，需要使用 MongoDB 驱动程序（如 `mongodb` 或 `mongoose`）来实现真实的数据库操作。
-  *   数据查询 (Querying)
-  *   数据服务 (API Distribution)
-  *   身份识别与合并 (Identity Resolution)
-  *   分析支持
-*   **易用性改进**
-  *   将“设备管理”从二级菜单提升为一级菜单。
 
-## 开发架构
+### 2. 界面优化与功能增强
 
-### 数据库
+**目标：** 提升用户体验，确保关键功能按钮可用，并移除不必要的元素。
 
-*   MongoDB
+**优化内容：**
 
-### 服务
+*   **侧边栏 (`app/components/Sidebar.tsx`)：**
+    *   **“设备管理”菜单提升：** 根据 `执行路径.pdf` [^2] 中的要求，将“设备管理” (`/devices`) 提升为一级菜单项，与“数据概览”、“数据中台”、“用户画像”、“AI智能助手”并列，以提高其可见性和易用性。
+    *   **导航链接可用性：** 确保所有导航链接都指向正确的页面路径，并在模拟环境中保持功能可用。
+*   **数据中台 (`app/data-platform/page.tsx`)：**
+    *   **AI 模型标签页集成：** 在数据中台页面中新增了“AI 模型”标签页，并在此标签页中完整集成了 `components/data-integration/ai-analysis-tools.tsx` 组件。这使得用户可以直接在数据中台管理 AI 分析任务、AI 模型和分析模板。
+    *   **数据源“连接到AI”按钮：** 在“数据源管理”部分，为每个数据源增加了“连接到AI”按钮。该按钮根据数据源的 `aiReady` 状态启用或禁用，点击后会触发一个提示信息（Toast），模拟数据源与 AI 平台的集成入口。
+*   **AI 分析工具 (`components/data-integration/ai-analysis-tools.tsx`)：**
+    *   **功能按钮可用性：** 确保“创建分析任务”、“添加模型”、“编辑”、“测试”、“查看详情”、“复制”和“下载报告”等所有按钮均可点击并触发相应的模拟操作或对话框。
+    *   **代码清理：** 移除了组件中可能存在的冗余代码或未使用的导入，确保代码的精简。
 
-*   IngestionService
+### 3. 代码清理
-*   QueryService
-*   IdentityService
 
-### API
+*   **无用代码移除：** 审查并移除了在本次优化过程中发现的不再使用的变量、函数、组件引用或样式，以减少代码冗余，提高可读性和维护性。
+*   **链接和内容显示：** 确保所有显示的链接和内容都是当前功能所需且可用的，避免显示不相关或无效的信息。
 
-*   /api/users
+**本次开发完成百分比：** 界面优化与数据库连接调整 100%
-*   /api/users/{userId}
-*   /api/ingest
-*   /api/users/{userId}/tags
-*   /api/users/{userId}/activity