feat: Wave 3 - Dashboard redesign + RBAC + AI assistant updates

- Redesign index.html from system-monitor to user-centric workspace
  (welcome banner, summary cards, 今日待办, AI 智能建议, collapsible admin section)
- Add fetchTodos/fetchSuggestions/getPriorityClass/isOverdue methods
- Update uni-nav current-page from 'dashboard' to 'workspace'
- Add require_role to 10 admin router imports (RBAC foundation)
- Update ai-assistant.js: add factory/insights pages, org_id in chat requests

.omo/run-continuation/ses_1dede8a7affeG6DxtfPUOviXrp.json

@@ -1,10 +1,11 @@
 {
   "sessionID": "ses_1dede8a7affeG6DxtfPUOviXrp",
-  "updatedAt": "2026-06-17T07:11:26.600Z",
+  "updatedAt": "2026-06-17T08:18:52.213Z",
   "sources": {
     "background-task": {
-      "state": "idle",
-      "updatedAt": "2026-06-17T07:11:26.600Z"
+      "state": "active",
+      "reason": "2 background task(s) active",
+      "updatedAt": "2026-06-17T08:18:52.213Z"
     }
   }
 }

platform/backend/app/api/admin.py

@@ -9,7 +9,7 @@ from ..database import get_db
 from ..models import User, Topic, SystemConfig
 from ..schemas import UserCreate, UserUpdate, UserResponse
 from ..core.audit_logger import audit_log
-from .auth import get_current_admin, org_filter
+from .auth import get_current_admin, require_role, org_filter
 import json
 
 router = APIRouter(prefix="/api/admin", tags=["admin"])

platform/backend/app/api/collector_mgmt.py

@@ -7,7 +7,7 @@ from typing import Optional
 
 from ..database import get_db
 from ..models import CollectorCategory, CollectorSource
-from .auth import get_current_admin
+from .auth import get_current_admin, require_role
 
 router = APIRouter(prefix="/api/admin/collector", tags=["collector_mgmt"], dependencies=[Depends(get_current_admin)])
 

platform/backend/app/api/config_items.py

@@ -7,7 +7,7 @@ import json
 
 from ..database import get_db
 from ..models import KeywordDomainMap, SensitiveWord, ContentCleanRule, TrendFieldMapping, CollectorCategory
-from .auth import get_current_admin
+from .auth import get_current_admin, require_role
 
 router = APIRouter(prefix="/api/admin/config", tags=["admin"])
 

platform/backend/app/api/llm_configs.py

@@ -5,7 +5,7 @@ from typing import List
 from ..database import get_db
 from ..models import LLMConfig
 from ..schemas import LLMConfigBase, LLMConfigResponse
-from .auth import get_current_admin
+from .auth import get_current_admin, require_role
 
 router = APIRouter(prefix="/api/admin/llmconfigs", tags=["admin"])
 

platform/backend/app/api/menu_configs.py

@@ -5,7 +5,7 @@ from typing import List
 from ..database import get_db
 from ..models import Menu, User
 from ..schemas import MenuCreate, MenuUpdate, MenuResponse
-from .auth import get_current_admin, get_current_user
+from .auth import get_current_admin, require_role, get_current_user
 
 router = APIRouter(prefix="/api/admin/menus", tags=["admin"])
 public_router = APIRouter(prefix="/api/menus", tags=["menus"])

platform/backend/app/api/prompt_configs.py

@@ -6,7 +6,7 @@ from datetime import datetime
 
 from ..database import get_db
 from ..models import PromptConfig
-from .auth import get_current_admin
+from .auth import get_current_admin, require_role
 
 router = APIRouter(prefix="/api/admin/prompt-configs", tags=["admin"])
 

platform/backend/app/api/role_configs.py

@@ -5,7 +5,7 @@ from typing import List
 from ..database import get_db
 from ..models import Role, User
 from ..schemas import RoleCreate, RoleUpdate, RoleResponse
-from .auth import get_current_admin
+from .auth import get_current_admin, require_role
 
 router = APIRouter(prefix="/api/admin/roles", tags=["admin"])
 

platform/backend/app/api/search_providers.py

@@ -9,7 +9,7 @@ from datetime import datetime, timezone
 
 from ..database import get_db
 from ..models import SearchProvider
-from .auth import get_current_admin
+from .auth import get_current_admin, require_role
 
 logger = logging.getLogger(__name__)
 router = APIRouter(prefix="/api/search-providers", tags=["search_providers"])

platform/backend/app/api/system_configs.py

@@ -5,7 +5,7 @@ from typing import List, Dict, Any
 from ..database import get_db
 from ..models import SystemConfig
 from ..schemas import SystemConfigBase, SystemConfigResponse
-from .auth import get_current_admin
+from .auth import get_current_admin, require_role
 
 router = APIRouter(prefix="/api/admin/systemconfigs", tags=["admin"])
 

platform/backend/app/api/task_configs.py

@@ -6,7 +6,7 @@ from typing import List, Optional
 from ..database import get_db
 from ..models import TaskConfig, TaskLog
 from ..schemas import TaskConfigBase, TaskConfigUpdate, TaskConfigResponse, TaskLogResponse
-from .auth import get_current_admin
+from .auth import get_current_admin, require_role
 
 router = APIRouter(prefix="/api/admin/task-configs", tags=["admin"])
 

platform/frontend/ai-assistant.js

@@ -174,7 +174,9 @@
         'topics.html': 'topics', 'metrics.html': 'metrics',
         'calendar.html': 'calendar', 'assets.html': 'assets',
         'tasks.html': 'tasks', 'platforms.html': 'platforms',
-    'admin.html': 'admin'
+        'admin.html': 'admin',
+        'factory.html': 'factory',
+        'insights.html': 'insights'
     };
   var path = window.location.pathname;
   var currentPage = pageMap[path] || pageMap['/'];
@@ -188,6 +190,8 @@
     'tasks': '⚡ 任务页面跟踪所有创作任务。我可以解释各任务的含义、查看执行进度，或排查任务失败原因。',
     'platforms': '🔗 平台配置管理各发布渠道。我可以帮你了解如何配置平台参数、设置发布格式。',
         'admin': '⚙️ 系统管理页面。我可以帮你管理用户、配置 LLM、查看运行日志，或设置采集类别和信息源。',
+        'factory': '🏭 这里是内容工厂。我可以帮你了解创作流程，从选题到发布的全链路跟踪，或排查任务失败原因。',
+        'insights': '📈 数据洞察页面。我可以帮你解读内容表现数据、搜索排名变化趋势，或建议如何提升 GEO 就绪度。',
     };
 
   var HISTORY_KEY = 'ai_assistant_history_' + currentPage;
@@ -289,7 +293,9 @@
       var resp = await fetch('/api/assistant/chat', {
         method: 'POST',
         headers: { 'Content-Type': 'application/json', 'Authorization': 'Bearer ' + token },
-        body: JSON.stringify({ message: text, page: currentPage, history: history })
+        var currentUser = null;
+        try { currentUser = JSON.parse(localStorage.getItem('currentUser')); } catch(e) {}
+        body: JSON.stringify({ message: text, page: currentPage, history: history, org_id: currentUser?.org_id || 'default' })
       });
       removeTyping();
       if (resp.ok) {

platform/frontend/index.html

@@ -30,66 +30,274 @@
         .plan-item:hover { border-color: var(--color-primary); }
         .plan-date { font-size: var(--font-size-caption); color: var(--color-text-secondary); font-weight: 600; min-width: 36px; }
         .plan-title { flex: 1; font-size: var(--font-size-body); color: var(--color-text-primary); }
-        @media (max-width: 768px) { .module-grid { grid-template-columns: 1fr; } }
+
+        /* ===== Workspace summary cards ===== */
+        .workspace-summary { display: grid; grid-template-columns: repeat(auto-fit, minmax(180px, 1fr)); gap: var(--spacing-md); margin-bottom: var(--spacing-xl); }
+        .ws-summary-card {
+            border-radius: var(--radius-lg); padding: var(--spacing-lg); cursor: pointer;
+            transition: all 0.3s var(--ease-out); position: relative; overflow: hidden;
+            border: 1px solid transparent;
+        }
+        .ws-summary-card:hover { transform: translateY(-4px); box-shadow: var(--shadow-lg); }
+        .ws-summary-card .ws-icon { font-size: 28px; margin-bottom: var(--spacing-sm); display: block; }
+        .ws-summary-card .ws-value { font-size: var(--font-size-h1); font-weight: 800; line-height: 1.2; }
+        .ws-summary-card .ws-label { font-size: var(--font-size-small); margin-top: var(--spacing-xs); opacity: 0.85; }
+        .ws-summary-card .ws-action { font-size: var(--font-size-caption); margin-top: var(--spacing-sm); opacity: 0.7; display: flex; align-items: center; gap: 4px; }
+        .ws-summary-card.ws-pending { background: linear-gradient(135deg, #fff7ed, #ffedd5); border-color: #fed7aa; }
+        .ws-summary-card.ws-pending .ws-value { color: #c2410c; }
+        .ws-summary-card.ws-review { background: linear-gradient(135deg, #fef2f2, #fee2e2); border-color: #fecaca; }
+        .ws-summary-card.ws-review .ws-value { color: #dc2626; }
+        .ws-summary-card.ws-ready { background: linear-gradient(135deg, #ecfdf5, #d1fae5); border-color: #a7f3d0; }
+        .ws-summary-card.ws-ready .ws-value { color: #059669; }
+        .ws-summary-card.ws-goal { background: linear-gradient(135deg, #eff6ff, #dbeafe); border-color: #bfdbfe; }
+        .ws-summary-card.ws-goal .ws-value { color: #2563eb; }
+
+        /* ===== Today Todo ===== */
+        .todo-list { display: flex; flex-direction: column; gap: var(--spacing-sm); }
+        .todo-item {
+            display: flex; align-items: flex-start; gap: var(--spacing-md);
+            padding: var(--spacing-md) var(--spacing-lg);
+            background: var(--color-bg-raised); border: 1px solid var(--color-border);
+            border-radius: var(--radius-md); transition: all 0.2s; cursor: pointer;
+        }
+        .todo-item:hover { border-color: var(--color-primary); box-shadow: var(--shadow-sm); }
+        .todo-priority { width: 8px; height: 8px; border-radius: 50%; margin-top: 6px; flex-shrink: 0; }
+        .todo-priority.high { background: var(--color-danger); box-shadow: 0 0 6px rgba(245,108,108,0.5); }
+        .todo-priority.medium { background: var(--color-warning); }
+        .todo-priority.low { background: var(--color-success); }
+        .todo-overdue { background: #fef2f2; border-color: #fecaca; }
+        .todo-overdue .todo-priority.high { animation: pulse-glow 2s infinite; }
+        .todo-content { flex: 1; min-width: 0; }
+        .todo-title { font-size: var(--font-size-body); font-weight: 600; color: var(--color-text-primary); margin-bottom: 2px; }
+        .todo-meta { font-size: var(--font-size-small); color: var(--color-text-secondary); }
+        .todo-tag { font-size: var(--font-size-caption); padding: 2px 8px; border-radius: var(--radius-sm); flex-shrink: 0; }
+        .todo-tag.overdue { background: #fef2f2; color: #dc2626; }
+        .todo-tag.priority { background: #fff7ed; color: #c2410c; }
+
+        /* ===== AI Suggestions ===== */
+        .ai-suggestion-card {
+            background: linear-gradient(135deg, var(--color-bg-raised), var(--color-bg-subtle));
+            border: 1px solid var(--color-border); border-radius: var(--radius-lg);
+            padding: var(--spacing-lg); margin-bottom: var(--spacing-sm);
+            transition: all 0.3s var(--ease-out);
+        }
+        .ai-suggestion-card:hover { border-color: var(--color-primary-light); box-shadow: var(--shadow-md); }
+        .ai-suggestion-header { display: flex; align-items: center; gap: var(--spacing-sm); margin-bottom: var(--spacing-sm); }
+        .ai-suggestion-icon { font-size: 20px; }
+        .ai-suggestion-title { font-size: var(--font-size-body); font-weight: 600; color: var(--color-text-primary); }
+        .ai-suggestion-body { font-size: var(--font-size-small); color: var(--color-text-regular); line-height: 1.6; margin-bottom: var(--spacing-sm); }
+        .ai-suggestion-actions { display: flex; gap: var(--spacing-sm); flex-wrap: wrap; }
+
+        /* ===== Admin Section ===== */
+        .admin-section-toggle {
+            display: flex; align-items: center; gap: var(--spacing-sm);
+            cursor: pointer; user-select: none; color: var(--color-text-secondary);
+            font-size: var(--font-size-small); margin-bottom: var(--spacing-md);
+            transition: color 0.2s;
+        }
+        .admin-section-toggle:hover { color: var(--color-text-regular); }
+        .admin-section-toggle .toggle-icon { transition: transform 0.3s var(--ease-out); }
+        .admin-section-toggle.collapsed .toggle-icon { transform: rotate(-90deg); }
+
+        /* ===== Welcome Banner ===== */
+        .welcome-banner {
+            background: linear-gradient(135deg, var(--color-primary), var(--color-accent));
+            border-radius: var(--radius-lg); padding: var(--spacing-xl) var(--spacing-xl);
+            color: white; margin-bottom: var(--spacing-xl); position: relative; overflow: hidden;
+        }
+        .welcome-banner::before {
+            content: ''; position: absolute; top: -50%; right: -20%;
+            width: 300px; height: 300px; border-radius: 50%;
+            background: rgba(255,255,255,0.08);
+        }
+        .welcome-banner::after {
+            content: ''; position: absolute; bottom: -60%; left: -10%;
+            width: 250px; height: 250px; border-radius: 50%;
+            background: rgba(255,255,255,0.05);
+        }
+        .welcome-greeting { font-size: var(--font-size-h2); font-weight: 700; margin-bottom: var(--spacing-xs); position: relative; z-index: 1; }
+        .welcome-sub { font-size: var(--font-size-body); opacity: 0.9; position: relative; z-index: 1; }
+
+        /* ===== Section Headers ===== */
+        .section-header {
+            display: flex; align-items: center; justify-content: space-between;
+            margin-bottom: var(--spacing-md); margin-top: var(--spacing-xl);
+        }
+        .section-header:first-of-type { margin-top: 0; }
+        .section-title {
+            font-size: var(--font-size-h3); font-weight: 600;
+            color: var(--color-text-primary); display: flex; align-items: center; gap: var(--spacing-sm);
+        }
+
+        @media (max-width: 768px) {
+            .module-grid { grid-template-columns: 1fr; }
+            .workspace-summary { grid-template-columns: repeat(2, 1fr); }
+            .ws-summary-card { padding: var(--spacing-md); }
+            .ws-summary-card .ws-value { font-size: 24px; }
+            .welcome-banner { padding: var(--spacing-lg); }
+            .welcome-greeting { font-size: var(--font-size-h3); }
+        }
     </style>
 
     <script src="uni-nav.js"></script>
 </head>
 <body>
     <div id="app" v-cloak>
-        <uni-nav title="仪表盘" :username="currentUser.username" :is-admin="isAdmin" current-page="dashboard" @navigate="redirectToPage" @logout="handleLogout">
+        <uni-nav title="宇之然" :username="currentUser.username" :is-admin="isAdmin" current-page="workspace" @navigate="redirectToPage" @logout="handleLogout">
         </uni-nav>
 <div class="main-content" v-if="isLoggedIn">
             <main class="content-area">
-                <!-- 系统概览页面 -->
+                <!-- 工作台页面 -->
                 <div id="page-overview" class="page" :class="{ active: currentPage === 'overview' }">
-                    <h2 style="font-size: var(--font-size-h1); font-weight: 700; margin-bottom: var(--spacing-xl); color: var(--color-text-primary);">
-                        <el-icon style="vertical-align:-2px;"><IconDashboard /></el-icon> 系统概览
-                    </h2>
+                    <!-- Welcome Banner -->
+                    <div class="welcome-banner">
+                        <div class="welcome-greeting">☀️ 早上好，{{ currentUser.username || '创作者' }}</div>
+                        <div class="welcome-sub">
+                            你的团队本月已完成 {{ stats.published }} 篇内容发布
+                            <template v-if="stats.today"> · 今天新增 {{ stats.today }} 个选题</template>
+                        </div>
+                    </div>
 
-                    <!-- 加载状态 -->
+                    <!-- Loading State -->
                     <div v-if="loadingStats" style="text-align:center;padding:40px 0;color:#909399;">
                         <el-icon style="font-size:32px;margin-bottom:12px;" class="is-loading"><IconLoading /></el-icon>
                         <div>加载中...</div>
                     </div>
-                    <!-- 空状态 -->
-                    <div v-else-if="!stats.total && !loadingStats" class="empty-state">
-                        <el-icon style="font-size:48px;color:#c0c4cc;"><IconDashboard /></el-icon>
-                        <div class="empty-text">暂无数据</div>
+
+                    <!-- Workspace Content -->
+                    <template v-else>
+                        <!-- Summary Cards Row -->
+                        <div class="workspace-summary">
+                            <div class="ws-summary-card ws-pending" @click="goToTopics('pending')">
+                                <span class="ws-icon">📋</span>
+                                <div class="ws-value">{{ stats.pending }}</div>
+                                <div class="ws-label">待处理选题</div>
+                                <div class="ws-action">点击查看 →</div>
                             </div>
-                    <!-- 统计卡片 -->
-                    <div v-else class="stats-grid">
-                        <div class="stat-card primary" @click="goToTopics('')">
-                            <div class="stat-title">选题总数</div>
-                            <div class="stat-value">{{ stats.total }}</div>
+                            <div class="ws-summary-card ws-review" @click="redirectToPage('/factory.html')">
+                                <span class="ws-icon">🔍</span>
+                                <div class="ws-value">{{ stats.review }}</div>
+                                <div class="ws-label">待审查文章</div>
+                                <div class="ws-action">内容工厂 →</div>
                             </div>
-                        <div class="stat-card warning" @click="goToTopics('pending')">
-                            <div class="stat-title">待处理</div>
-                            <div class="stat-value">{{ stats.pending }}</div>
+                            <div class="ws-summary-card ws-ready" @click="goToTopics('ready')">
+                                <span class="ws-icon">📦</span>
+                                <div class="ws-value">{{ stats.ready }}</div>
+                                <div class="ws-label">待发布内容</div>
+                                <div class="ws-action">去发布 →</div>
                             </div>
-                        <div class="stat-card danger" @click="goToTopics('review')">
-                            <div class="stat-title">待审查</div>
-                            <div class="stat-value">{{ stats.review }}</div>
-                        </div>
-                        <div class="stat-card success" @click="goToTopics('ready')">
-                            <div class="stat-title">待发布</div>
-                            <div class="stat-value">{{ stats.ready }}</div>
-                        </div>
-                        <div class="stat-card info" @click="goToTopics('published')">
-                            <div class="stat-title">已发布</div>
-                            <div class="stat-value">{{ stats.published }}</div>
-                        </div>
-                        <div class="stat-card primary" @click="goToTopics('today')">
-                            <div class="stat-title">今日新增</div>
-                            <div class="stat-value">{{ stats.today }}</div>
+                            <div class="ws-summary-card ws-goal">
+                                <span class="ws-icon">🎯</span>
+                                <div class="ws-value">{{ monthlyGoal }}</div>
+                                <div class="ws-label">本月目标</div>
+                                <div class="ws-action">{{ monthlyProgress }}% 完成</div>
                             </div>
                         </div>
 
-                    <!-- 模块状态 -->
-                    <h3 style="font-size: var(--font-size-h2); font-weight: 600; margin-bottom: var(--spacing-lg); color: var(--color-text-primary);">
-                        <el-icon style="vertical-align:-2px;"><IconSetting /></el-icon> 模块状态
+                        <!-- 今日待办 -->
+                        <div class="section-header">
+                            <div class="section-title">
+                                <el-icon><IconList /></el-icon> 今日待办
+                            </div>
+                            <el-button size="small" text type="primary" @click="goToTopics('')">查看全部选题</el-button>
+                        </div>
+                        <div v-if="loadingTodos" style="text-align:center;padding:20px;color:#909399;">
+                            <el-icon style="font-size:24px;" class="is-loading"><IconLoading /></el-icon>
+                        </div>
+                        <div v-else-if="todoTopics.length === 0" class="empty-state" style="padding:20px;">
+                            <el-icon style="font-size:36px;color:#c0c4cc;"><IconCheck /></el-icon>
+                            <div class="empty-text">暂无待办事项，太棒了！</div>
+                        </div>
+                        <div v-else class="todo-list">
+                            <div v-for="topic in todoTopics" :key="topic.id"
+                                :class="['todo-item', { 'todo-overdue': isOverdue(topic) }]"
+                                @click="goToTopics('')">
+                                <span class="todo-priority" :class="getPriorityClass(topic)"></span>
+                                <div class="todo-content">
+                                    <div class="todo-title">{{ topic.title }}</div>
+                                    <div class="todo-meta">{{ getStatusLabel(topic.status) }}
+                                        <span v-if="topic.platform_names"> · {{ topic.platform_names }}</span>
+                                    </div>
+                                </div>
+                                <el-tag v-if="isOverdue(topic)" type="danger" size="small" class="todo-tag overdue">逾期</el-tag>
+                                <el-tag v-else :type="getPriorityTagType(topic)" size="small" class="todo-tag priority">{{ getPriorityLabel(topic) }}</el-tag>
+                            </div>
+                        </div>
+
+                        <!-- AI 智能建议 -->
+                        <div class="section-header">
+                            <div class="section-title">
+                                <el-icon><IconLightning /></el-icon> AI 智能建议
+                            </div>
+                        </div>
+                        <div v-if="loadingSuggestions" style="text-align:center;padding:20px;color:#909399;">
+                            <el-icon style="font-size:24px;" class="is-loading"><IconLoading /></el-icon>
+                        </div>
+                        <div v-else>
+                            <div class="ai-suggestion-card">
+                                <div class="ai-suggestion-header">
+                                    <span class="ai-suggestion-icon">💡</span>
+                                    <span class="ai-suggestion-title">快速创建选题</span>
+                                </div>
+                                <div class="ai-suggestion-body">
+                                    根据近期热点趋势，建议创建新的选题来保持内容输出节奏。
+                                </div>
+                                <div class="ai-suggestion-actions">
+                                    <el-button size="small" type="primary" @click="redirectToPage('/topics.html?action=create')">
+                                        <el-icon style="margin-right:4px;"><IconPlus /></el-icon> 一键创建选题
+                                    </el-button>
+                                    <el-button size="small" @click="goToTopics('')">浏览现有选题</el-button>
+                                </div>
+                            </div>
+                            <div class="ai-suggestion-card" v-if="topTrendingTopic">
+                                <div class="ai-suggestion-header">
+                                    <span class="ai-suggestion-icon">📈</span>
+                                    <span class="ai-suggestion-title">热门趋势推荐</span>
+                                </div>
+                                <div class="ai-suggestion-body">
+                                    「{{ topTrendingTopic.title }}」是当前高热度选题方向
+                                    <span v-if="topTrendingTopic.score">（评分 {{ topTrendingTopic.score }}）</span>。
+                                    建议优先安排创作。
+                                </div>
+                                <div class="ai-suggestion-actions">
+                                    <el-button size="small" @click="goToTopics('')">查看详情 →</el-button>
+                                </div>
+                            </div>
+                        </div>
+
+                        <!-- 近期计划 -->
+                        <div class="section-header">
+                            <div class="section-title">
+                                <el-icon><IconCalendar /></el-icon> 近期计划
+                            </div>
+                        </div>
+                        <div v-if="loadingPlan" style="text-align:center;padding:20px 0;color:#909399;">
+                            <el-icon style="font-size:24px;" class="is-loading"><IconLoading /></el-icon>
+                            <div style="margin-top:8px;">加载中...</div>
+                        </div>
+                        <div v-else-if="upcomingEntries.length === 0" class="empty-state" style="padding:20px;">
+                            <el-icon style="font-size:36px;color:#c0c4cc;"><IconCalendar /></el-icon>
+                            <div class="empty-text">近期暂无计划</div>
+                        </div>
+                        <div v-else class="plan-list">
+                            <div v-for="entry in upcomingEntries" :key="entry.id || entry.date" class="plan-item">
+                                <span class="plan-date">{{ entry.date.slice(5) }}</span>
+                                <span class="plan-title">{{ entry.title }}</span>
+                                <el-tag v-if="entry.status" :type="entry.status === 'published' ? 'success' : 'warning'" size="small">{{ entry.status === 'published' ? '已发布' : '计划' }}</el-tag>
+                            </div>
+                        </div>
+
+                        <!-- 管理员模块状态 (可折叠) -->
+                        <div v-if="isAdmin" style="margin-top: var(--spacing-xl);">
+                            <div :class="['admin-section-toggle', { collapsed: adminCollapsed }]" @click="adminCollapsed = !adminCollapsed">
+                                <el-icon class="toggle-icon"><IconArrowRight /></el-icon>
+                                <span>系统模块状态（管理员）</span>
+                            </div>
+                            <div v-show="!adminCollapsed">
+                                <h3 style="font-size: var(--font-size-h3); font-weight: 600; margin-bottom: var(--spacing-md); color: var(--color-text-primary);">
+                                    <el-icon style="vertical-align:-2px;"><IconSetting /></el-icon> 定时任务模块
                                     <span style="font-size: var(--font-size-small); font-weight: 400; color: var(--color-text-secondary); margin-left: var(--spacing-sm);">
-                            定时任务:
+                                        调度器:
                                         <el-icon v-if="schedulerRunning" style="color:#67C23A;vertical-align:-2px;"><IconCheck /></el-icon>
                                         <el-icon v-else style="color:#F56C6C;vertical-align:-2px;"><IconClose /></el-icon>
                                         {{ schedulerRunning ? '运行中' : '未启动' }}
@@ -125,26 +333,9 @@
                                         </div>
                                     </div>
                                 </div>
-
-                    <!-- 近期计划 -->
-                    <h3 style="font-size: var(--font-size-h2); font-weight: 600; margin-bottom: var(--spacing-lg); color: var(--color-text-primary);">
-                        <el-icon style="vertical-align:-2px;"><IconCalendar /></el-icon> 近期计划
-                    </h3>
-                    <div v-if="loadingPlan" style="text-align:center;padding:20px 0;color:#909399;">
-                        <el-icon style="font-size:24px;" class="is-loading"><IconLoading /></el-icon>
-                        <div style="margin-top:8px;">加载中...</div>
-                    </div>
-                    <div v-else-if="upcomingEntries.length === 0" class="empty-state" style="padding:20px;">
-                        <el-icon style="font-size:36px;color:#c0c4cc;"><IconCalendar /></el-icon>
-                        <div class="empty-text">近期暂无计划</div>
-                    </div>
-                    <div v-else class="plan-list">
-                        <div v-for="entry in upcomingEntries" :key="entry.id || entry.date" class="plan-item">
-                            <span class="plan-date">{{ entry.date.slice(5) }}</span>
-                            <span class="plan-title">{{ entry.title }}</span>
-                            <el-tag v-if="entry.status" :type="entry.status === 'published' ? 'success' : 'warning'" size="small">{{ entry.status === 'published' ? '已发布' : '计划' }}</el-tag>
                             </div>
                         </div>
+                    </template>
                 </div>
 
                 <!-- 模块详情抽屉 -->
@@ -214,6 +405,8 @@
                     currentUser: { username: '' },
                     currentPage: 'overview',
                     loadingStats: false,
+                    loadingTodos: false,
+                    loadingSuggestions: false,
                     stats: {
                         total: 0,
                         pending: 0,
@@ -222,6 +415,11 @@
                         published: 0,
                         today: 0
                     },
+                    todoTopics: [],
+                    monthlyGoal: 0,
+                    monthlyProgress: 0,
+                    topTrendingTopic: null,
+                    adminCollapsed: true,
                     modules: [],
                     schedulerStatus: '',
                     schedulerRunning: false,
@@ -254,6 +452,10 @@
                         this.isLoggedIn = true;
                         this.currentPage = 'overview';
                         this.fetchStats();
+                        this.fetchModules();
+                        this.fetchUpcomingPlan();
+                        this.fetchTopTopics();
+                        this.computeMonthlyGoal();
                     } catch (error) {
                         this.loginError = '用户名或密码错误';
                     } finally {
@@ -443,6 +645,145 @@
                         this.$message.success('已保存');
                     } catch (e) { this.$message.error('保存失败: ' + e.message); }
                     finally { this.promptSaving = null; }
+                },
+                async fetchTodos() {
+                    this.loadingTodos = true;
+                    try {
+                        const token = localStorage.getItem('authToken');
+                        const resp = await fetch('/api/topics?limit=10&sort_by=priority_score&order=desc', {
+                            headers: { 'Authorization': 'Bearer ' + token }
+                        });
+                        if (resp.ok) {
+                            const data = await resp.json();
+                            this.todoTopics = (data || []).filter(t => t.status === 'pending' || t.status === 'review' || t.status === 'ready');
+                        }
+                    } catch (e) {
+                        console.error('获取待办失败:', e);
+                    } finally { this.loadingTodos = false; }
+                },
+                async fetchSuggestions() {
+                    this.loadingSuggestions = true;
+                    try {
+                        const token = localStorage.getItem('authToken');
+                        const resp = await fetch('/api/topics?limit=5&sort_by=priority_score&order=desc', {
+                            headers: { 'Authorization': 'Bearer ' + token }
+                        });
+                        if (resp.ok) {
+                            const data = await resp.json();
+                            if (data && data.length > 0) {
+                                this.topTrendingTopic = {
+                                    title: data[0].title,
+                                    score: data[0].total_score || data[0].priority_score
+                                };
+                            }
+                        }
+                    } catch (e) {
+                        console.error('获取建议失败:', e);
+                    } finally { this.loadingSuggestions = false; }
+                },
+                getPriorityClass(topic) {
+                    const p = topic.priority || '';
+                    if (p === '高' || p === 'high' || topic.priority_score >= 80) return 'high';
+                    if (p === '中' || p === 'medium' || topic.priority_score >= 40) return 'medium';
+                    return 'low';
+                },
+                getPriorityTagType(topic) {
+                    const cls = this.getPriorityClass(topic);
+                    return cls === 'high' ? 'danger' : cls === 'medium' ? 'warning' : 'info';
+                },
+                getPriorityLabel(topic) {
+                    const p = topic.priority || '';
+                    if (p === '高' || p === 'high' || topic.priority_score >= 80) return '高优先级';
+                    if (p === '中' || p === 'medium' || topic.priority_score >= 40) return '中优先级';
+                    return '普通';
+                },
+                isOverdue(topic) {
+                    if (!topic.ready_at && !topic.published_at) return false;
+                    const target = new Date(topic.ready_at || topic.published_at);
+                    const today = new Date();
+                    today.setHours(0, 0, 0, 0);
+                    return target < today && topic.status !== 'published';
+                },
+                getStatusLabel(status) {
+                    const map = { 'pending': '待处理', 'review': '待审查', 'ready': '待发布', 'published': '已发布', 'draft': '草稿' };
+                    return map[status] || status;
+                },
+                getPriorityClass(topic) {
+                    if (topic.priority_score >= 80) return 'high';
+                    if (topic.priority_score >= 50) return 'medium';
+                    return 'low';
+                },
+                getPriorityLabel(topic) {
+                    if (topic.priority_score >= 80) return '高优先级';
+                    if (topic.priority_score >= 50) return '中优先级';
+                    return '低优先级';
+                },
+                getPriorityTagType(topic) {
+                    if (topic.priority_score >= 80) return 'danger';
+                    if (topic.priority_score >= 50) return 'warning';
+                    return 'success';
+                },
+                getStatusLabel(status) {
+                    const map = {
+                        'pending': '待处理', 'review': '待审查', 'draft': '草稿',
+                        'ready': '待发布', 'published': '已发布'
+                    };
+                    return map[status] || status;
+                },
+                isOverdue(topic) {
+                    if (!topic.due_date) return false;
+                    try {
+                        const due = new Date(topic.due_date);
+                        const now = new Date();
+                        now.setHours(23, 59, 59, 999);
+                        return due < now;
+                    } catch (e) { return false; }
+                },
+                computeMonthlyGoal() {
+                    try {
+                        const now = new Date();
+                        const year = now.getFullYear();
+                        const month = now.getMonth() + 1;
+                        const published = this.stats.published || 0;
+                        // Goal: 10 articles/month minimum, shown as percentage
+                        const goal = Math.max(10, published * 1.5);
+                        this.monthlyGoal = Math.round(goal);
+                        this.monthlyProgress = Math.min(100, Math.round((published / goal) * 100));
+                    } catch (e) {
+                        this.monthlyGoal = 10;
+                        this.monthlyProgress = 0;
+                    }
+                },
+                async fetchTopTopics() {
+                    this.loadingTodos = true;
+                    this.loadingSuggestions = true;
+                    try {
+                        const token = localStorage.getItem('authToken');
+                        if (!token) return;
+                        // Top priority topics for todo list
+                        const topicsResp = await fetch('/api/topics?limit=10&sort_by=priority_score&order=desc', {
+                            headers: { 'Authorization': 'Bearer ' + token }
+                        });
+                        if (topicsResp.ok) {
+                            const topics = await topicsResp.json();
+                            // Filter to pending/review/ready for todo list
+                            this.todoTopics = (topics || []).filter(t =>
+                                ['pending', 'review', 'draft', 'ready'].includes(t.status)
+                            ).slice(0, 5);
+                            // Top trending for AI suggestion
+                            if (this.todoTopics.length > 0) {
+                                this.topTrendingTopic = this.todoTopics[0];
+                            }
+                        }
+                    } catch (e) {
+                        console.error('获取待办话题失败:', e);
+                    } finally {
+                        this.loadingTodos = false;
+                        this.loadingSuggestions = false;
+                    }
+                },
+                toggleAdminSection() {
+                    this.adminCollapsed = !this.adminCollapsed;
                 }
             },
             mounted() {
@@ -463,6 +804,10 @@
                     this.fetchStats();
                     this.fetchModules();
                     this.fetchUpcomingPlan();
+                    this.fetchTopTopics();
+                    this.computeMonthlyGoal();
+                    this.fetchTodos();
+                    this.fetchSuggestions();
                 })
                 .catch(() => {
                     localStorage.removeItem('authToken');