diff --git a/backend/agenteval/intelligent_eval/lifecycle.py b/backend/agenteval/intelligent_eval/lifecycle.py
index 056036d..ee8db62 100644
--- a/backend/agenteval/intelligent_eval/lifecycle.py
+++ b/backend/agenteval/intelligent_eval/lifecycle.py
@@ -10,7 +10,7 @@
 非法转换抛 IntelligentEvalTransitionError，路由层映射为 409。
 """
 
-from typing import Any
+from typing import Any, Optional
 
 from sqlmodel import Session
 
@@ -218,10 +218,17 @@ def list_evals(session: Session) -> list[IntelligentEval]:
     return IntelligentEvalRepository(session).list_all()
 
 
-def list_evals_page(session: Session, offset: int, limit: int) -> tuple[list[IntelligentEval], int]:
-    """Return one page of evals (newest first) plus the total count."""
+def list_evals_page(
+    session: Session, offset: int, limit: int, status: Optional[str] = None
+) -> tuple[list[IntelligentEval], int, dict[str, int]]:
+    """Return one page of evals (newest first), total count, and per-status counts."""
     repo = IntelligentEvalRepository(session)
-    return repo.list_page(offset, limit), repo.count()
+    return repo.list_page(offset, limit, status), repo.count(), repo.count_by_status()
+
+
+def eval_status_counts(session: Session) -> dict[str, int]:
+    """Count evaluations per status (for the list page stat bar)."""
+    return IntelligentEvalRepository(session).count_by_status()
 
 
 def _get_session_or_raise(repo: IntelligentEvalSessionRepository, session_id: str) -> IntelligentEvalSession:
diff --git a/backend/agenteval/intelligent_eval/repository.py b/backend/agenteval/intelligent_eval/repository.py
index 69ff4ce..7b28e71 100644
--- a/backend/agenteval/intelligent_eval/repository.py
+++ b/backend/agenteval/intelligent_eval/repository.py
@@ -101,20 +101,32 @@ class IntelligentEvalRepository:
         statement = select(IntelligentEvalDB).order_by(IntelligentEvalDB.created_at.desc())
         return [self._from_db(r) for r in self.session.exec(statement).all()]
 
-    def list_page(self, offset: int, limit: int) -> list[IntelligentEval]:
-        """Return one page of evals (created_at desc) with the same ordering as ``list_all``."""
-        statement = (
-            select(IntelligentEvalDB)
-            .order_by(IntelligentEvalDB.created_at.desc())
-            .offset(offset)
-            .limit(limit)
-        )
+    def list_page(
+        self, offset: int, limit: int, status: Optional[str] = None
+    ) -> list[IntelligentEval]:
+        """Return one page of evals (created_at desc), optionally filtered by status."""
+        statement = select(IntelligentEvalDB).order_by(IntelligentEvalDB.created_at.desc())
+        if status:
+            statement = statement.where(IntelligentEvalDB.status == status)
+        statement = statement.offset(offset).limit(limit)
         return [self._from_db(r) for r in self.session.exec(statement).all()]
 
     def count(self) -> int:
         """Total number of evaluations (for pagination metadata)."""
         return self.session.exec(select(func.count()).select_from(IntelligentEvalDB)).one()
 
+    def count_by_status(self) -> dict[str, int]:
+        """Count evaluations per status (for the list page stat bar)."""
+        rows = self.session.exec(
+            select(IntelligentEvalDB.status, func.count(IntelligentEvalDB.id)).group_by(
+                IntelligentEvalDB.status
+            )
+        ).all()
+        stats = {status.value: 0 for status in IntelligentEvalStatus}
+        for status, cnt in rows:
+            stats[status] = cnt
+        return stats
+
     def get(self, eval_id: str) -> Optional[IntelligentEval]:
         db = self.session.get(IntelligentEvalDB, eval_id)
         return self._from_db(db) if db else None
diff --git a/backend/agenteval/web/routers/intelligent_evals.py b/backend/agenteval/web/routers/intelligent_evals.py
index 5f1ac14..180138f 100644
--- a/backend/agenteval/web/routers/intelligent_evals.py
+++ b/backend/agenteval/web/routers/intelligent_evals.py
@@ -97,12 +97,14 @@ async def create_eval(request: CreateEvalRequest, session: Session = Depends(get
 async def list_evals(
     page: int | None = None,
     page_size: int = 20,
+    status: str | None = None,
     session: Session = Depends(get_db),
 ) -> dict:
-    """List intelligent evaluations, optionally paginated.
+    """List intelligent evaluations, optionally paginated and filtered by status.
 
     不传 ``page`` 时返回全部（向后兼容）；传 ``page``（从 1 起）时按
-    ``created_at`` 倒序分页，返回 ``total`` 供前端服务端分页。
+    ``created_at`` 倒序分页，返回 ``total`` + ``stats``（各状态计数）供前端
+    服务端分页与状态统计条。
     """
     reader = IntelligentEvalReadModel(session)
     if page is None:
@@ -110,10 +112,11 @@ async def list_evals(
         return {"intelligent_evals": [item.model_dump(mode="json") for item in reader.list_items(evals)]}
     page_size = max(1, min(page_size, 100))
     offset = (max(1, page) - 1) * page_size
-    evals, total = lifecycle.list_evals_page(session, offset, page_size)
+    evals, total, stats = lifecycle.list_evals_page(session, offset, page_size, status)
     return {
         "intelligent_evals": [item.model_dump(mode="json") for item in reader.list_items(evals)],
         "total": total,
+        "stats": stats,
         "page": page,
         "page_size": page_size,
     }
diff --git a/frontend/web/src/App.tsx b/frontend/web/src/App.tsx
index b86210a..9ccb85c 100644
--- a/frontend/web/src/App.tsx
+++ b/frontend/web/src/App.tsx
@@ -40,7 +40,6 @@ const FilesPage = lazy(() => import('./pages/Files'))
 const ModelConfigsPage = lazy(() => import('./pages/ModelConfigs'))
 const IntelligentEvalsPage = lazy(() => import('./pages/IntelligentEvals'))
 const IntelligentEvalTasksPage = lazy(() => import('./pages/IntelligentEvalTasks'))
-const IntelligentEvalDetailPage = lazy(() => import('./pages/IntelligentEvalDetail'))
 
 function PageLoader({ children }: { children: ReactNode }) {
   return (
@@ -71,7 +70,6 @@ const routeConfigs: RouteConfig[] = [
   { path: '/reports', name: '评测报告', icon: <BarChartOutlined />, component: () => <PageLoader><ReportsPage /></PageLoader> },
   { path: '/intelligent-evals', name: '智能评估', icon: <BulbOutlined />, component: () => <PageLoader><IntelligentEvalsPage /></PageLoader> },
   { path: '/intelligent-evals/tasks', name: '任务队列', icon: <UnorderedListOutlined />, component: () => <PageLoader><IntelligentEvalTasksPage /></PageLoader> },
-  { path: '/intelligent-evals/detail', name: '评估详情', icon: <FileTextOutlined />, component: () => <PageLoader><IntelligentEvalDetailPage /></PageLoader> },
   { path: '/models', name: '模型配置', icon: <CloudServerOutlined />, component: () => <PageLoader><ModelConfigsPage /></PageLoader> },
   { path: '/files', name: '原始文件', icon: <FolderOpenOutlined />, component: () => <PageLoader><FilesPage /></PageLoader> },
 ]
diff --git a/frontend/web/src/api.ts b/frontend/web/src/api.ts
index c4362e0..56b61b0 100644
--- a/frontend/web/src/api.ts
+++ b/frontend/web/src/api.ts
@@ -785,8 +785,14 @@ export interface TaskQueueList {
 }
 
 export const intelligentEvalsApi = {
-  list: (params?: { page?: number; page_size?: number }) =>
-    api.get<{ intelligent_evals: IntelligentEval[]; total?: number; page?: number; page_size?: number }>(
+  list: (params?: { page?: number; page_size?: number; status?: string }) =>
+    api.get<{
+      intelligent_evals: IntelligentEval[]
+      total?: number
+      stats?: Record<string, number>
+      page?: number
+      page_size?: number
+    }>(
       '/intelligent-evals',
       { params },
     ),
diff --git a/frontend/web/src/components/intelligent_eval/EvalOverview.tsx b/frontend/web/src/components/intelligent_eval/EvalOverview.tsx
index ac6ffe0..1c46be7 100644
--- a/frontend/web/src/components/intelligent_eval/EvalOverview.tsx
+++ b/frontend/web/src/components/intelligent_eval/EvalOverview.tsx
@@ -64,7 +64,7 @@ interface EvalOverviewProps {
 
 /**
  * 评估详情"概览"子视图（纯展示）：基本信息、用户输入、粗计划、会话进度。
- * 审批/取消等动作由详情页（IntelligentEvalDetail）统一管理。
+ * 审批/取消等动作由评估列表页的详情抽屉头部统一管理。
  */
 export default function EvalOverview({ ev, targetName }: EvalOverviewProps) {
   const meta = EVAL_STATUS[ev.status] ?? { label: ev.status, color: 'default' }
diff --git a/frontend/web/src/components/intelligent_eval/TaskQueueMonitor.tsx b/frontend/web/src/components/intelligent_eval/TaskQueueMonitor.tsx
index 3ca373d..9655dd4 100644
--- a/frontend/web/src/components/intelligent_eval/TaskQueueMonitor.tsx
+++ b/frontend/web/src/components/intelligent_eval/TaskQueueMonitor.tsx
@@ -1,44 +1,49 @@
 import { useEffect, useState } from 'react'
 import {
-  Alert, Button, Empty, Select, Space, Statistic, Table, Tag, Tooltip, message,
+  Button, Empty, Space, Table, Tag, Tooltip, message,
 } from 'antd'
 import type { ColumnsType } from 'antd/es/table'
 import { ReloadOutlined } from '@ant-design/icons'
 import { intelligentEvalsApi, type TaskQueueItem, type TaskQueueStatus } from '../../api'
 import { usePolling } from '../../hooks/usePolling'
-import { colors, statusColors } from '../../tokens'
+import { colors } from '../../tokens'
 import { formatDateTime } from '../../utils/date'
 
 const STATUS_META: Record<TaskQueueStatus, { label: string; color: string }> = {
-  pending: { label: '待处理', color: 'orange' },
+  pending: { label: '待认领', color: 'orange' },
   assigned: { label: '执行中', color: 'blue' },
   completed: { label: '已完成', color: 'green' },
   failed: { label: '失败', color: 'red' },
 }
 
-const STATUS_OPTIONS = (Object.keys(STATUS_META) as TaskQueueStatus[]).map((s) => ({
-  value: s,
-  label: STATUS_META[s].label,
-}))
+const EVAL_STATUS_META: Record<string, { label: string; color: string }> = {
+  executing: { label: '执行中', color: 'blue' },
+  completed: { label: '已完成', color: 'green' },
+  cancelled: { label: '已取消', color: 'default' },
+  failed: { label: '失败', color: 'red' },
+}
+
+type FilterKey = 'all' | 'unresolved' | TaskQueueStatus
 
 /**
- * 任务队列监控（方案③可视化）。
+ * 任务队列监控（方案③可视化，与评估列表页统一 stat-chip + 单行表格）。
  *
- * 方案③的"定时触发"（scan loop 每 60s 扫描入队 + 触发 OpenClaw worker）
- * 此前只有 Worker 消费端 API，无可查看的列表。这里展示任务队列明细与
- * 状态分布，5s 轮询，让平台侧的定时触发对用户可见。
+ * 平台每 60s 扫描 executing 评估入队 + 触发 OpenClaw worker 执行。本组件
+ * 展示任务明细与状态分布，5s 轮询；统计条点击筛选。
  */
 export default function TaskQueueMonitor() {
   const [tasks, setTasks] = useState<TaskQueueItem[] | null>(null)
-  const [stats, setStats] = useState<{ pending: number; assigned: number; completed: number; failed: number; unresolved: number } | null>(null)
-  const [statusFilter, setStatusFilter] = useState<TaskQueueStatus | 'all'>('all')
+  const [stats, setStats] = useState<{
+    pending: number; assigned: number; completed: number; failed: number; unresolved: number
+  } | null>(null)
+  const [filter, setFilter] = useState<FilterKey>('all')
   const [loading, setLoading] = useState(false)
 
   const loadData = async () => {
     setLoading(true)
     try {
       const res = await intelligentEvalsApi.listTasks(
-        statusFilter === 'all' ? undefined : { status: statusFilter },
+        filter === 'all' || filter === 'unresolved' ? undefined : { status: filter },
       )
       setTasks(res.data.tasks)
       setStats(res.data.stats)
@@ -49,111 +54,97 @@ export default function TaskQueueMonitor() {
     }
   }
 
-  // Initial fetch (usePolling owns the 5s interval + visibility pause).
+  // Initial fetch + reload on filter change (usePolling owns the 5s interval).
   useEffect(() => {
     void loadData()
     // eslint-disable-next-line react-hooks/exhaustive-deps
-  }, [statusFilter])
+  }, [filter])
 
   usePolling(() => { void loadData() }, 5000, true)
 
+  const chipMeta: { key: FilterKey; label: string; color?: string; get: () => number }[] = [
+    { key: 'all', label: '全部任务', get: () => (stats ? Object.values(stats).reduce((a, b) => a + b, 0) : (tasks?.length ?? 0)) },
+    { key: 'unresolved', label: '待处理', color: colors.warning, get: () => stats?.unresolved ?? 0 },
+    { key: 'pending', label: '待认领', get: () => stats?.pending ?? 0 },
+    { key: 'assigned', label: '执行中', color: colors.primary, get: () => stats?.assigned ?? 0 },
+    { key: 'completed', label: '已完成', color: '#52c41a', get: () => stats?.completed ?? 0 },
+    { key: 'failed', label: '失败', color: '#ff4d4f', get: () => stats?.failed ?? 0 },
+  ]
+
   const columns: ColumnsType<TaskQueueItem> = [
     {
-      title: '入队时间', dataIndex: 'created_at', key: 'created_at', width: 170,
+      title: '入队时间', dataIndex: 'created_at', key: 'created_at', width: 165,
       render: (v: string | null) => (v ? formatDateTime(v) : '—'),
     },
     {
-      title: '评估', dataIndex: 'eval_name', key: 'eval_name',
-      render: (name: string | null, t) => (
-        <Space size={6} direction="vertical" style={{ gap: 2 }}>
-          <span style={{ fontWeight: 500 }}>{name ?? t.eval_id.slice(0, 8)}</span>
-          {t.eval_status && (
-            <span style={{ fontSize: 12, color: colors.textSecondary }}>{t.eval_status}</span>
+      title: '评估', key: 'eval', width: 230, ellipsis: true,
+      render: (_, t) => (
+        <Space size={6}>
+          <span style={{ fontWeight: 500 }}>{t.eval_name ?? t.eval_id.slice(0, 8)}</span>
+          {t.eval_status && EVAL_STATUS_META[t.eval_status] && (
+            <Tag color={EVAL_STATUS_META[t.eval_status].color} style={{ margin: 0, fontSize: 11 }}>
+              {EVAL_STATUS_META[t.eval_status].label}
+            </Tag>
           )}
         </Space>
       ),
     },
     {
-      title: '状态', dataIndex: 'status', key: 'status', width: 100,
+      title: '队列状态', dataIndex: 'status', key: 'status', width: 96,
       render: (s: TaskQueueStatus) => {
         const meta = STATUS_META[s]
         return <Tag color={meta.color}>{meta.label}</Tag>
       },
     },
     {
-      title: '优先级', dataIndex: 'priority', key: 'priority', width: 80,
+      title: '优先级', dataIndex: 'priority', key: 'priority', width: 76,
       render: (p: number) => <Tag>{p}</Tag>,
     },
     {
-      title: '原因', dataIndex: 'reason', key: 'reason',
-      render: (r: string) => (
-        <Tooltip title={r}>
-          <span style={{ display: 'inline-block', maxWidth: 220, overflow: 'hidden', textOverflow: 'ellipsis', whiteSpace: 'nowrap' }}>
-            {r}
-          </span>
-        </Tooltip>
-      ),
+      title: '原因', dataIndex: 'reason', key: 'reason', ellipsis: true,
+      render: (r: string) => <Tooltip title={r}><span>{r}</span></Tooltip>,
     },
     {
-      title: '认领方', dataIndex: 'assigned_cron_id', key: 'assigned_cron_id', width: 140,
-      render: (v: string | null, t) => {
-        if (!v) return <span style={{ color: colors.textSecondary }}>—</span>
-        return (
-          <Tooltip title={t.assigned_at ? `认领于 ${formatDateTime(t.assigned_at)}` : undefined}>
-            <span style={{ fontFamily: 'monospace', fontSize: 12 }}>{v}</span>
-          </Tooltip>
-        )
-      },
-    },
-    {
-      title: '完成时间', dataIndex: 'completed_at', key: 'completed_at', width: 170,
+      title: '完成时间', dataIndex: 'completed_at', key: 'completed_at', width: 165,
       render: (v: string | null, t) => {
         if (t.status === 'failed' && t.error) {
-          return <Tooltip title={t.error}><span style={{ color: statusColors.failed }}>失败</span></Tooltip>
+          return <Tooltip title={t.error}><span style={{ color: '#ff4d4f' }}>失败</span></Tooltip>
         }
-        return v ? formatDateTime(v) : '—'
+        return v ? formatDateTime(v) : <span style={{ color: colors.textMuted }}>—</span>
       },
     },
   ]
 
   return (
-    <div style={{ height: '100%', display: 'flex', flexDirection: 'column', gap: 16 }}>
-      <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center', flexWrap: 'wrap', gap: 8 }}>
-        <Space size={16} wrap>
-          <Statistic title="待处理" value={stats?.unresolved ?? 0} valueStyle={{ color: colors.warning }} />
-          <Statistic title="待认领" value={stats?.pending ?? 0} />
-          <Statistic title="执行中" value={stats?.assigned ?? 0} valueStyle={{ color: colors.primary }} />
-          <Statistic title="已完成" value={stats?.completed ?? 0} valueStyle={{ color: statusColors.completed }} />
-          <Statistic title="失败" value={stats?.failed ?? 0} valueStyle={{ color: statusColors.failed }} />
-        </Space>
-        <Space>
-          <Select
-            value={statusFilter}
-            onChange={(v) => setStatusFilter(v)}
-            style={{ width: 110 }}
-            options={[{ value: 'all', label: '全部状态' }, ...STATUS_OPTIONS]}
-          />
-          <Button icon={<ReloadOutlined />} onClick={() => void loadData()} />
-        </Space>
+    <div style={{ height: '100%', display: 'flex', flexDirection: 'column' }}>
+      <div className="stat-bar">
+        {chipMeta.map((c) => (
+          <div
+            key={c.key}
+            className={`stat-chip ${filter === c.key ? 'active' : ''}`}
+            onClick={() => setFilter(c.key)}
+          >
+            <div className="n" style={{ color: c.color ?? colors.text }}>{c.get()}</div>
+            <div className="l">{c.label}</div>
+          </div>
+        ))}
       </div>
 
-      <Alert
-        type="info"
-        showIcon
-        message="平台每 60 秒扫描 executing 评估并入队，有任务时通过 docker exec 触发 OpenClaw worker 执行（取代外部 Channel 的方案③）。"
-        style={{ fontSize: 12 }}
-      />
-
-      <div style={{ flex: 1, overflowY: 'auto' }}>
-        <Table
-          rowKey="id"
-          size="small"
-          loading={loading}
-          dataSource={tasks ?? []}
-          columns={columns}
-          pagination={(tasks?.length ?? 0) > 50 ? { pageSize: 50, showTotal: (t) => `共 ${t} 条` } : false}
-          locale={{ emptyText: <Empty description="暂无任务" /> }}
-        />
+      <div style={{ background: colors.bgContainer, borderRadius: 8, padding: 16, flex: 1, minHeight: 0, overflow: 'hidden' }}>
+        <div style={{ display: 'flex', justifyContent: 'flex-end', marginBottom: 12 }}>
+          <Button icon={<ReloadOutlined />} onClick={() => void loadData()} />
+        </div>
+        <div style={{ height: 'calc(100% - 44px)', overflowY: 'auto' }}>
+          <Table
+            rowKey="id"
+            size="middle"
+            loading={loading}
+            dataSource={tasks ?? []}
+            columns={columns}
+            pagination={(tasks?.length ?? 0) > 10 ? { pageSize: 10, showTotal: (t) => `共 ${t} 条` } : false}
+            locale={{ emptyText: <Empty description="暂无任务" /> }}
+          />
+        </div>
       </div>
     </div>
   )
diff --git a/frontend/web/src/index.css b/frontend/web/src/index.css
index e4e2aac..34715bc 100644
--- a/frontend/web/src/index.css
+++ b/frontend/web/src/index.css
@@ -64,6 +64,39 @@ body {
   display: none !important;
 }
 
+/* 状态统计条（评估列表 / 任务队列页共用）：一排可点击的状态计数卡 */
+.stat-bar {
+  display: flex;
+  gap: 12px;
+  margin-bottom: 16px;
+  flex-wrap: wrap;
+}
+.stat-chip {
+  background: #fff;
+  border: 1px solid #f0f0f0;
+  border-radius: 8px;
+  padding: 8px 20px;
+  cursor: pointer;
+  min-width: 110px;
+  transition: all 0.15s;
+}
+.stat-chip:hover {
+  border-color: #1677ff;
+}
+.stat-chip.active {
+  border-color: #1677ff;
+  box-shadow: 0 0 0 1px #1677ff inset;
+}
+.stat-chip .n {
+  font-size: 22px;
+  font-weight: 600;
+  line-height: 1.1;
+}
+.stat-chip .l {
+  font-size: 12px;
+  color: #6b7280;
+}
+
 /*
  * intelligent-detail-tabs：评估详情页的 Tabs 需承载内容面板（概览/决策过程/
  * 配置历史/报告）。建立高度链：Tabs 撑满父容器，content-holder 占剩余空间，
diff --git a/frontend/web/src/pages/IntelligentEvalDetail.tsx b/frontend/web/src/pages/IntelligentEvalDetail.tsx
deleted file mode 100644
index 70e1b96..0000000
--- a/frontend/web/src/pages/IntelligentEvalDetail.tsx
+++ /dev/null
@@ -1,193 +0,0 @@
-import { useEffect, useState } from 'react'
-import {
-  Button, Empty, Input, Modal, Popconfirm, Space, Spin, Tabs, Tag, message,
-} from 'antd'
-import type { TabsProps } from 'antd'
-import { StopOutlined } from '@ant-design/icons'
-import { intelligentEvalsApi, targetsApi, type IntelligentEval } from '../api'
-import PageWrapper from '../components/PageWrapper'
-import EvalOverview from '../components/intelligent_eval/EvalOverview'
-import DecisionProcess from '../components/intelligent_eval/DecisionProcess'
-import ConfigSnapshots from '../components/intelligent_eval/ConfigSnapshots'
-import EvalReport from '../components/intelligent_eval/EvalReport'
-import { EVAL_STATUS } from '../components/intelligent_eval/status'
-import { useResource } from '../hooks/useResource'
-import { usePolling } from '../hooks/usePolling'
-import { useIntelligentEvalNav, type EvalDetailTab } from '../stores/intelligentEvalNav'
-import { colors } from '../tokens'
-
-const ACTIVE_STATUSES = new Set(['planning', 'pending_approval', 'executing'])
-
-function isActive(status: string | undefined): boolean {
-  return status != null && ACTIVE_STATUSES.has(status)
-}
-
-/**
- * 评估详情独立页（keep-alive 多页模式下的子 tab 页）。
- *
- * 由评估列表页点击"详情/报告"进入：选中评估 id 通过 intelligentEvalNav store
- * 传递，本页读取并加载，用页内 Tabs 承载概览/决策过程/配置历史/报告子视图，
- * 取代原列表页内的 Drawer 嵌套。
- */
-export default function IntelligentEvalDetailPage() {
-  const evalId = useIntelligentEvalNav((s) => s.selectedEvalId)
-  const initialTab = useIntelligentEvalNav((s) => s.detailTab)
-  const [detail, setDetail] = useState<IntelligentEval | null>(null)
-  const [busy, setBusy] = useState(false)
-  const [rejectOpen, setRejectOpen] = useState(false)
-  const [feedback, setFeedback] = useState('')
-  const [activeTab, setActiveTab] = useState<EvalDetailTab>(initialTab)
-  const { data: targets } = useResource(
-    () => targetsApi.list().then((r) => r.data),
-    { tabPath: '/intelligent-evals/detail' },
-  )
-
-  const load = async () => {
-    if (!evalId) return
-    try {
-      const res = await intelligentEvalsApi.get(evalId)
-      setDetail(res.data)
-    } catch {
-      message.error('加载评估详情失败')
-    }
-  }
-
-  useEffect(() => {
-    if (evalId) {
-      setActiveTab(initialTab)
-      void load()
-    }
-    // eslint-disable-next-line react-hooks/exhaustive-deps
-  }, [evalId, initialTab])
-
-  usePolling(() => { void load() }, 5000, evalId != null && isActive(detail?.status))
-
-  const runAction = async (fn: () => Promise<unknown>, okMsg: string) => {
-    setBusy(true)
-    try {
-      await fn()
-      message.success(okMsg)
-      await load()
-    } finally {
-      setBusy(false)
-    }
-  }
-
-  const approve = () => runAction(() => intelligentEvalsApi.approve(evalId!), '已批准，进入执行')
-  const cancel = () => runAction(() => intelligentEvalsApi.cancel(evalId!), '已取消')
-  const submitReject = () => runAction(async () => {
-    await intelligentEvalsApi.reject(evalId!, feedback)
-    setRejectOpen(false)
-    setFeedback('')
-  }, '已打回，等待重新规划')
-
-  if (!evalId) {
-    return (
-      <PageWrapper title="评估详情" inline fullHeight>
-        <div style={{ height: '100%', display: 'flex', alignItems: 'center', justifyContent: 'center' }}>
-          <Empty description="从「智能评估 → 评估列表」点击某条评估进入详情" />
-        </div>
-      </PageWrapper>
-    )
-  }
-
-  if (!detail) {
-    return (
-      <PageWrapper title="评估详情" inline fullHeight>
-        <div style={{ height: '100%', display: 'flex', alignItems: 'center', justifyContent: 'center' }}>
-          <Spin />
-        </div>
-      </PageWrapper>
-    )
-  }
-
-  const meta = EVAL_STATUS[detail.status] ?? { label: detail.status, color: 'default' }
-  const targetName = (id: string) =>
-    targets?.find((t) => t.id === id)?.name ?? id.slice(0, 8)
-  const canApprove = detail.status === 'pending_approval'
-  const canCancel = detail.status === 'pending_approval' || detail.status === 'executing'
-
-  const items: TabsProps['items'] = [
-    {
-      key: 'overview',
-      label: '概览',
-      children: (
-        <div style={{ height: '100%', overflowY: 'auto', padding: '0 16px 16px' }}>
-          <EvalOverview ev={detail} targetName={targetName(detail.target_id)} />
-        </div>
-      ),
-    },
-    {
-      key: 'decision',
-      label: '决策过程',
-      children: <DecisionProcess evalId={evalId} />,
-    },
-    {
-      key: 'history',
-      label: '配置历史',
-      children: <ConfigSnapshots evalId={evalId} />,
-    },
-  ]
-  if (detail.status === 'completed') {
-    items.push({
-      key: 'report',
-      label: '评估报告',
-      children: <EvalReport ev={detail} />,
-    })
-  }
-
-  return (
-    <PageWrapper title="评估详情" inline fullHeight>
-      <div style={{ height: '100%', display: 'flex', flexDirection: 'column' }}>
-        <div
-          style={{
-            display: 'flex', alignItems: 'center', gap: 8, flexWrap: 'wrap',
-            padding: '8px 16px', background: colors.bgContainer, borderBottom: `1px solid ${colors.border}`,
-          }}
-        >
-          <span style={{ fontSize: 15, fontWeight: 600, color: colors.text }}>{detail.name}</span>
-          <Tag color={meta.color}>{meta.label}</Tag>
-          <div style={{ flex: 1 }} />
-          <Space>
-            {canApprove && (
-              <>
-                <Button danger loading={busy} onClick={() => setRejectOpen(true)}>打回</Button>
-                <Button type="primary" loading={busy} onClick={approve}>批准并执行</Button>
-              </>
-            )}
-            {canCancel && (
-              <Popconfirm title="取消该智能评估？" onConfirm={cancel}>
-                <Button danger icon={<StopOutlined />} loading={busy}>取消</Button>
-              </Popconfirm>
-            )}
-          </Space>
-        </div>
-
-        <div style={{ flex: 1, minHeight: 0, padding: '0 16px', background: colors.bgLayout }}>
-          <Tabs
-            className="intelligent-detail-tabs"
-            activeKey={activeTab}
-            onChange={(k) => setActiveTab(k as EvalDetailTab)}
-            items={items}
-          />
-        </div>
-      </div>
-
-      <Modal
-        title="打回计划"
-        open={rejectOpen}
-        onCancel={() => setRejectOpen(false)}
-        onOk={submitReject}
-        okText="打回"
-        okButtonProps={{ danger: true, disabled: !feedback.trim(), loading: busy }}
-      >
-        <Input.TextArea
-          rows={4}
-          value={feedback}
-          onChange={(e) => setFeedback(e.target.value)}
-          placeholder="请填写打回原因与改进方向，OpenClaw 会据此重新规划"
-        />
-      </Modal>
-    </PageWrapper>
-  )
-}
diff --git a/frontend/web/src/pages/IntelligentEvals.tsx b/frontend/web/src/pages/IntelligentEvals.tsx
index 43e4a9d..962e38e 100644
--- a/frontend/web/src/pages/IntelligentEvals.tsx
+++ b/frontend/web/src/pages/IntelligentEvals.tsx
@@ -1,21 +1,25 @@
 import { useState } from 'react'
 import { useNavigate } from 'react-router-dom'
 import {
-  Button, Empty, Form, Input, InputNumber, Select, Space, Table, Tag, Tooltip, message,
+  Button, Drawer, Empty, Form, Input, InputNumber, Popconfirm, Progress, Select, Space, Spin, Table, Tabs, Tag, message,
 } from 'antd'
+import type { TabsProps } from 'antd'
 import type { ColumnsType } from 'antd/es/table'
 import {
-  PlusOutlined, ReloadOutlined, EyeOutlined, FileTextOutlined, UnorderedListOutlined,
+  PlusOutlined, ReloadOutlined, StopOutlined, UnorderedListOutlined,
 } from '@ant-design/icons'
 import FormDrawer from '../components/FormDrawer'
 import PageWrapper from '../components/PageWrapper'
+import EvalOverview from '../components/intelligent_eval/EvalOverview'
+import DecisionProcess from '../components/intelligent_eval/DecisionProcess'
+import ConfigSnapshots from '../components/intelligent_eval/ConfigSnapshots'
+import EvalReport from '../components/intelligent_eval/EvalReport'
 import { EVAL_STATUS } from '../components/intelligent_eval/status'
 import { useResource } from '../hooks/useResource'
 import {
   intelligentEvalsApi, targetsApi,
   type CreateIntelligentEvalPayload, type IntelligentEval, type Target,
 } from '../api'
-import { useIntelligentEvalNav, type EvalDetailTab } from '../stores/intelligentEvalNav'
 import { useTabStore, type TabItem } from '../stores/tabStore'
 import { colors } from '../tokens'
 import { formatDateTime } from '../utils/date'
@@ -31,47 +35,74 @@ interface CreateFormValues {
   time_window_hours: number
 }
 
-const DETAIL_TAB: TabItem = {
-  key: '/intelligent-evals/detail', title: '评估详情', icon: <EyeOutlined />, closable: true,
-}
+type DetailTab = 'overview' | 'decision' | 'history' | 'report'
+
 const TASKS_TAB: TabItem = {
   key: '/intelligent-evals/tasks', title: '任务队列', icon: <UnorderedListOutlined />, closable: true,
 }
 
+// 状态统计条：全部 + 5 个主要状态（cancelled 不单列）
+const STAT_CHIPS: { key: string; label: string; color?: string }[] = [
+  { key: 'all', label: '全部评估' },
+  { key: 'planning', label: '规划中' },
+  { key: 'pending_approval', label: '待审批' },
+  { key: 'executing', label: '执行中' },
+  { key: 'completed', label: '已完成', color: '#52c41a' },
+  { key: 'failed', label: '失败', color: '#ff4d4f' },
+]
+
 export default function IntelligentEvalsPage() {
   const navigate = useNavigate()
   const openTab = useTabStore((s) => s.openTab)
-  const openDetailNav = useIntelligentEvalNav((s) => s.openDetail)
+  const [selectedId, setSelectedId] = useState<string | null>(null)
+  const [detailTab, setDetailTab] = useState<DetailTab>('overview')
   const [createOpen, setCreateOpen] = useState(false)
+  const [statusFilter, setStatusFilter] = useState('all')
   const [page, setPage] = useState(1)
   const [pageSize, setPageSize] = useState(20)
   const [submitting, setSubmitting] = useState(false)
   const [form] = Form.useForm<CreateFormValues>()
 
-  const { list, reloadList } = useIntelligentEvalRead(null, undefined, page, pageSize)
+  const { list, detail, reloadList, reloadDetail } = useIntelligentEvalRead(
+    selectedId,
+    undefined,
+    page,
+    pageSize,
+    statusFilter === 'all' ? undefined : statusFilter,
+  )
   const evals = list.value
   const loading = list.phase === 'loading'
+  const stats = list.stats
   const { data: targets } = useResource(
     () => targetsApi.list().then((r) => r.data),
     { tabPath: '/intelligent-evals' },
   )
 
+  const selected = selectedId != null && detail.value?.id === selectedId ? detail.value : null
+
   const targetName = (id: string) =>
     targets?.find((t) => t.id === id)?.name ?? id.slice(0, 8)
 
-  const openDetail = (id: string, tab: EvalDetailTab = 'overview') => {
-    openDetailNav(id, tab)
-    openTab(DETAIL_TAB)
-    navigate('/intelligent-evals/detail')
+  const openDetail = (id: string, tab: DetailTab = 'overview') => {
+    setSelectedId(id)
+    setDetailTab(tab)
   }
 
-  const openReport = (id: string) => openDetail(id, 'report')
+  const closeDrawer = () => {
+    setSelectedId(null)
+    void reloadList()
+  }
 
   const openTasks = () => {
     openTab(TASKS_TAB)
     navigate('/intelligent-evals/tasks')
   }
 
+  const setFilter = (key: string) => {
+    setStatusFilter(key)
+    setPage(1)
+  }
+
   const submitCreate = async () => {
     const values = await form.validateFields()
     let seeds: Record<string, unknown> = {}
@@ -112,45 +143,61 @@ export default function IntelligentEvalsPage() {
 
   const columns: ColumnsType<IntelligentEval> = [
     {
-      title: '名称', dataIndex: 'name', key: 'name',
+      title: '名称', dataIndex: 'name', key: 'name', width: 300, ellipsis: true,
       render: (name: string) => <span style={{ fontWeight: 500 }}>{name}</span>,
     },
     {
-      title: '评测对象', dataIndex: 'target_id', key: 'target', width: 180,
-      render: (id: string) => targetName(id),
+      title: '评测对象', dataIndex: 'target_id', key: 'target', width: 180, ellipsis: true,
+      render: (id: string) => <span style={{ fontSize: 13, color: colors.textSecondary }}>{targetName(id)}</span>,
     },
     {
-      title: '状态', dataIndex: 'status', key: 'status', width: 110,
+      title: '状态', dataIndex: 'status', key: 'status', width: 96,
       render: (status: IntelligentEval['status']) => {
         const meta = EVAL_STATUS[status] ?? { label: status, color: 'default' }
         return <Tag color={meta.color}>{meta.label}</Tag>
       },
     },
     {
-      title: '会话进度', key: 'progress', width: 120,
-      render: (_, ev) => `${ev.completed_sessions}/${ev.session_count}`,
+      title: '会话进度', key: 'progress', width: 170,
+      render: (_, ev) => {
+        const pct = ev.session_count ? Math.round((ev.completed_sessions / ev.session_count) * 100) : 0
+        return (
+          <Space size={6}>
+            <Progress percent={pct} size="small" style={{ width: 90 }} />
+            <span style={{ fontSize: 12, color: colors.textSecondary }}>{ev.completed_sessions}/{ev.session_count}</span>
+          </Space>
+        )
+      },
     },
     {
-      title: '创建时间', dataIndex: 'created_at', key: 'created_at', width: 170,
+      title: '创建时间', dataIndex: 'created_at', key: 'created_at', width: 160,
       render: (v: string | null) => (v ? formatDateTime(v) : '—'),
     },
     {
-      title: '操作', key: 'action', width: 110, fixed: 'right' as const,
+      title: '操作', key: 'action', width: 88, fixed: 'right' as const,
       render: (_, ev) => (
-        <Space size={4}>
-          <Tooltip title="详情">
-            <Button size="small" type="text" icon={<EyeOutlined />} onClick={() => openDetail(ev.id)} />
-          </Tooltip>
-          {ev.status === 'completed' && (
-            <Tooltip title="查看报告">
-              <Button size="small" type="text" icon={<FileTextOutlined />} onClick={() => openReport(ev.id)} />
-            </Tooltip>
-          )}
-        </Space>
+        <Button size="small" onClick={() => openDetail(ev.id)}>查看</Button>
       ),
     },
   ]
 
+  const drawerItems: TabsProps['items'] = selected
+    ? [
+      {
+        key: 'overview',
+        label: '概览',
+        children: (
+          <div style={{ height: '100%', overflowY: 'auto', padding: '0 16px 16px' }}>
+            <EvalOverview ev={selected} targetName={targetName(selected.target_id)} />
+          </div>
+        ),
+      },
+      { key: 'decision', label: '决策过程', children: <DecisionProcess evalId={selected.id} /> },
+      { key: 'history', label: '配置历史', children: <ConfigSnapshots evalId={selected.id} /> },
+      ...(selected.status === 'completed' ? [{ key: 'report' as const, label: '评估报告', children: <EvalReport ev={selected} /> }] : []),
+    ]
+    : []
+
   return (
     <PageWrapper
       title="智能评估"
@@ -170,27 +217,86 @@ export default function IntelligentEvalsPage() {
       }
     >
       <div style={{ height: '100%', overflowY: 'auto', padding: '0 16px 16px' }}>
-        <Table
-          rowKey="id"
-          loading={loading}
-          dataSource={evals ?? []}
-          columns={columns}
-          pagination={{
-            current: page,
-            pageSize,
-            total: list.total,
-            showSizeChanger: true,
-            pageSizeOptions: [10, 20, 50],
-            showTotal: (t) => `共 ${t} 个`,
-            onChange: (p, ps) => {
-              setPage(p)
-              setPageSize(ps)
-            },
-          }}
-          locale={{ emptyText: <Empty description="还没有智能评估" /> }}
-        />
+        <div className="stat-bar">
+          {STAT_CHIPS.map((c) => {
+            const n = c.key === 'all'
+              ? (stats ? Object.values(stats).reduce((a, b) => a + b, 0) : list.total)
+              : (stats?.[c.key] ?? 0)
+            return (
+              <div key={c.key} className={`stat-chip ${statusFilter === c.key ? 'active' : ''}`} onClick={() => setFilter(c.key)}>
+                <div className="n" style={{ color: c.color ?? colors.text }}>{n}</div>
+                <div className="l">{c.label}</div>
+              </div>
+            )
+          })}
+        </div>
+
+        <div style={{ background: colors.bgContainer, borderRadius: 8, padding: 16 }}>
+          <Table
+            rowKey="id"
+            loading={loading}
+            dataSource={evals ?? []}
+            columns={columns}
+            onRow={(record) => ({ onClick: () => openDetail(record.id), style: { cursor: 'pointer' } })}
+            pagination={{
+              current: page,
+              pageSize,
+              total: list.total,
+              showSizeChanger: true,
+              pageSizeOptions: [10, 20, 50],
+              showTotal: (t) => `共 ${t} 个`,
+              onChange: (p, ps) => {
+                setPage(p)
+                setPageSize(ps)
+              },
+            }}
+            locale={{ emptyText: <Empty description="该状态下暂无评估" /> }}
+          />
+        </div>
       </div>
 
+      <Drawer
+        title={selected?.name ?? '评估详情'}
+        open={selectedId != null}
+        onClose={closeDrawer}
+        width={1000}
+        destroyOnClose
+        styles={{ body: { padding: 0, display: 'flex', flexDirection: 'column' } }}
+        extra={selected && (
+          <Space>
+            <Tag color={EVAL_STATUS[selected.status]?.color ?? 'default'}>
+              {EVAL_STATUS[selected.status]?.label ?? selected.status}
+            </Tag>
+            {selected.status === 'pending_approval' && (
+              <Button type="primary" onClick={() => void intelligentEvalsApi.approve(selected.id).then(() => { message.success('已批准，进入执行'); void reloadDetail() })}>
+                批准并执行
+              </Button>
+            )}
+            {(selected.status === 'pending_approval' || selected.status === 'executing') && (
+              <Popconfirm
+                title="取消该智能评估？"
+                onConfirm={() => void intelligentEvalsApi.cancel(selected.id).then(() => { message.success('已取消'); void reloadDetail() })}
+              >
+                <Button danger icon={<StopOutlined />}>取消</Button>
+              </Popconfirm>
+            )}
+          </Space>
+        )}
+      >
+        {selected == null ? (
+          <div style={{ padding: 48, textAlign: 'center' }}><Spin /></div>
+        ) : (
+          <div style={{ flex: 1, minHeight: 0, padding: '0 16px', background: colors.bgLayout }}>
+            <Tabs
+              className="intelligent-detail-tabs"
+              activeKey={detailTab}
+              onChange={(k) => setDetailTab(k as DetailTab)}
+              items={drawerItems}
+            />
+          </div>
+        )}
+      </Drawer>
+
       <FormDrawer
         title="新建智能评估"
         open={createOpen}
diff --git a/frontend/web/src/read/intelligentEval.test.ts b/frontend/web/src/read/intelligentEval.test.ts
index efc798e..75e078b 100644
--- a/frontend/web/src/read/intelligentEval.test.ts
+++ b/frontend/web/src/read/intelligentEval.test.ts
@@ -16,21 +16,22 @@ describe('intelligent evaluation read state', () => {
       type: 'list_succeeded',
       value: [evaluation],
       total: 42,
+      stats: { planning: 1 },
     })
-    expect(ready.list).toEqual({ phase: 'ready', value: [evaluation], error: null, total: 42 })
+    expect(ready.list).toEqual({ phase: 'ready', value: [evaluation], error: null, total: 42, stats: { planning: 1 } })
   })
 
   it('keeps the last list snapshot during silent refresh and failure', () => {
     const ready: IntelligentEvalReadState = {
       ...initialIntelligentEvalReadState,
-      list: { phase: 'ready', value: [evaluation], error: null, total: 1 },
+      list: { phase: 'ready', value: [evaluation], error: null, total: 1, stats: null },
     }
     const refreshing = intelligentEvalReadReducer(ready, { type: 'list_requested', silent: true })
     expect(refreshing.list.phase).toBe('refreshing')
     expect(refreshing.list.total).toBe(1)
 
     const afterFailure = intelligentEvalReadReducer(refreshing, { type: 'list_failed', error: '网络错误' })
-    expect(afterFailure.list).toEqual({ phase: 'ready', value: [evaluation], error: null, total: 1 })
+    expect(afterFailure.list).toEqual({ phase: 'ready', value: [evaluation], error: null, total: 1, stats: null })
   })
 
   it('surfaces an initial detail failure without an existing snapshot', () => {
diff --git a/frontend/web/src/read/intelligentEval.ts b/frontend/web/src/read/intelligentEval.ts
index 9e6966f..4827511 100644
--- a/frontend/web/src/read/intelligentEval.ts
+++ b/frontend/web/src/read/intelligentEval.ts
@@ -9,7 +9,7 @@ export interface ReadSlot<T> {
 }
 
 export interface IntelligentEvalReadState {
-  list: ReadSlot<IntelligentEval[]> & { total: number }
+  list: ReadSlot<IntelligentEval[]> & { total: number; stats: Record<string, number> | null }
   detail: ReadSlot<IntelligentEval | null> & {
     selectedId: string | null
     requestId: number
@@ -18,7 +18,7 @@ export interface IntelligentEvalReadState {
 
 export type IntelligentEvalReadAction =
   | { type: 'list_requested'; silent?: boolean }
-  | { type: 'list_succeeded'; value: IntelligentEval[]; total: number }
+  | { type: 'list_succeeded'; value: IntelligentEval[]; total: number; stats: Record<string, number> | null }
   | { type: 'list_failed'; error: string }
   | { type: 'detail_cleared'; requestId: number }
   | { type: 'detail_requested'; id: string; requestId: number; silent?: boolean }
@@ -26,24 +26,33 @@ export type IntelligentEvalReadAction =
   | { type: 'detail_failed'; id: string; requestId: number; error: string }
 
 export interface IntelligentEvalReadAdapter {
-  list: (page?: number, pageSize?: number) => Promise<{ items: IntelligentEval[]; total: number }>
+  list: (page?: number, pageSize?: number, status?: string) => Promise<{
+    items: IntelligentEval[]
+    total: number
+    stats: Record<string, number> | null
+  }>
   get: (id: string) => Promise<IntelligentEval>
 }
 
 export const intelligentEvalReadAdapter: IntelligentEvalReadAdapter = {
-  list: (page, pageSize) =>
+  list: (page, pageSize, status) =>
     intelligentEvalsApi
-      .list(page != null ? { page, page_size: pageSize ?? 20 } : undefined)
+      .list(
+        page != null
+          ? { page, page_size: pageSize ?? 20, ...(status ? { status } : {}) }
+          : undefined,
+      )
       .then((response) => ({
         items: response.data.intelligent_evals,
         // 兼容不分页响应：无 total 时以本页长度为总数
         total: response.data.total ?? response.data.intelligent_evals.length,
+        stats: response.data.stats ?? null,
       })),
   get: (id) => intelligentEvalsApi.get(id).then((response) => response.data),
 }
 
 export const initialIntelligentEvalReadState: IntelligentEvalReadState = {
-  list: { phase: 'idle', value: [], error: null, total: 0 },
+  list: { phase: 'idle', value: [], error: null, total: 0, stats: null },
   detail: { phase: 'idle', value: null, error: null, selectedId: null, requestId: 0 },
 }
 
@@ -59,7 +68,10 @@ export function intelligentEvalReadReducer(
     case 'list_requested':
       return { ...state, list: requestPhase(state.list, action.silent) }
     case 'list_succeeded':
-      return { ...state, list: { phase: 'ready', value: action.value, error: null, total: action.total } }
+      return {
+        ...state,
+        list: { phase: 'ready', value: action.value, error: null, total: action.total, stats: action.stats },
+      }
     case 'list_failed':
       return {
         ...state,
diff --git a/frontend/web/src/read/useIntelligentEvalRead.test.tsx b/frontend/web/src/read/useIntelligentEvalRead.test.tsx
index 87ed795..84c09a5 100644
--- a/frontend/web/src/read/useIntelligentEvalRead.test.tsx
+++ b/frontend/web/src/read/useIntelligentEvalRead.test.tsx
@@ -28,7 +28,7 @@ describe('useIntelligentEvalRead', () => {
   it('refreshes active evaluations every five seconds and stops at terminal state', async () => {
     vi.useFakeTimers()
     const adapter: IntelligentEvalReadAdapter = {
-      list: vi.fn().mockResolvedValue({ items: [evaluation], total: 1 }),
+      list: vi.fn().mockResolvedValue({ items: [evaluation], total: 1, stats: null }),
       get: vi.fn().mockResolvedValue(evaluation),
     }
     const { result } = renderHook(() => useIntelligentEvalRead(null, adapter))
@@ -41,7 +41,7 @@ describe('useIntelligentEvalRead', () => {
     expect(adapter.list).toHaveBeenCalledTimes(2)
 
     const terminal = { ...evaluation, status: 'completed' } as IntelligentEval
-    vi.mocked(adapter.list).mockResolvedValue({ items: [terminal], total: 1 })
+    vi.mocked(adapter.list).mockResolvedValue({ items: [terminal], total: 1, stats: null })
     await act(async () => { await vi.advanceTimersByTimeAsync(5000) })
     await settle()
     await act(async () => { await vi.advanceTimersByTimeAsync(10000) })
@@ -68,7 +68,7 @@ describe('useIntelligentEvalRead', () => {
 
   it('passes page/pageSize to the adapter and reloads on change', async () => {
     const adapter: IntelligentEvalReadAdapter = {
-      list: vi.fn().mockResolvedValue({ items: [], total: 0 }),
+      list: vi.fn().mockResolvedValue({ items: [], total: 0, stats: null }),
       get: vi.fn().mockResolvedValue(evaluation),
     }
     const { rerender } = renderHook(
@@ -76,11 +76,11 @@ describe('useIntelligentEvalRead', () => {
       { initialProps: { page: 1 } },
     )
     await settle()
-    expect(adapter.list).toHaveBeenCalledWith(1, 20)
+    expect(adapter.list).toHaveBeenCalledWith(1, 20, undefined)
 
     rerender({ page: 2 })
     await settle()
-    expect(adapter.list).toHaveBeenCalledWith(2, 20)
+    expect(adapter.list).toHaveBeenCalledWith(2, 20, undefined)
   })
 
   it('clears the old detail and ignores a response for the previous selection', async () => {
@@ -88,7 +88,7 @@ describe('useIntelligentEvalRead', () => {
     const second = deferred<IntelligentEval>()
     const secondEvaluation = { ...evaluation, id: 'eval-2', name: '评估二' } as IntelligentEval
     const adapter: IntelligentEvalReadAdapter = {
-      list: vi.fn().mockResolvedValue({ items: [], total: 0 }),
+      list: vi.fn().mockResolvedValue({ items: [], total: 0, stats: null }),
       get: vi.fn((id: string) => (id === 'eval-1' ? first.promise : second.promise)),
     }
     const { result, rerender } = renderHook(
@@ -109,7 +109,7 @@ describe('useIntelligentEvalRead', () => {
 
   it('surfaces failure for a newly selected detail instead of retaining the old snapshot', async () => {
     const adapter: IntelligentEvalReadAdapter = {
-      list: vi.fn().mockResolvedValue({ items: [], total: 0 }),
+      list: vi.fn().mockResolvedValue({ items: [], total: 0, stats: null }),
       get: vi.fn()
         .mockResolvedValueOnce(evaluation)
         .mockRejectedValueOnce(new Error('不存在')),
diff --git a/frontend/web/src/read/useIntelligentEvalRead.ts b/frontend/web/src/read/useIntelligentEvalRead.ts
index 0020e29..1fd8e1e 100644
--- a/frontend/web/src/read/useIntelligentEvalRead.ts
+++ b/frontend/web/src/read/useIntelligentEvalRead.ts
@@ -23,6 +23,7 @@ export function useIntelligentEvalRead(
   adapter: IntelligentEvalReadAdapter = intelligentEvalReadAdapter,
   page: number = 1,
   pageSize: number = 20,
+  status?: string,
 ): IntelligentEvalReadState & { reloadList: () => Promise<void>; reloadDetail: () => Promise<void> } {
   const [state, dispatch] = useReducer(intelligentEvalReadReducer, initialIntelligentEvalReadState)
   const detailRequestId = useRef(0)
@@ -30,12 +31,12 @@ export function useIntelligentEvalRead(
   const loadList = useCallback(async (silent = false) => {
     dispatch({ type: 'list_requested', silent })
     try {
-      const { items, total } = await adapter.list(page, pageSize)
-      dispatch({ type: 'list_succeeded', value: items, total })
+      const { items, total, stats } = await adapter.list(page, pageSize, status)
+      dispatch({ type: 'list_succeeded', value: items, total, stats })
     } catch (error) {
       dispatch({ type: 'list_failed', error: errorMessage(error) })
     }
-  }, [adapter, page, pageSize])
+  }, [adapter, page, pageSize, status])
 
   const loadDetail = useCallback(async (id: string, silent = false) => {
     const requestId = ++detailRequestId.current
diff --git a/frontend/web/src/stores/intelligentEvalNav.ts b/frontend/web/src/stores/intelligentEvalNav.ts
deleted file mode 100644
index ed0c3d2..0000000
--- a/frontend/web/src/stores/intelligentEvalNav.ts
+++ /dev/null
@@ -1,22 +0,0 @@
-import { create } from 'zustand'
-
-export type EvalDetailTab = 'overview' | 'decision' | 'history' | 'report'
-
-interface IntelligentEvalNav {
-  /** 当前详情页展示的评估 id（由评估列表页进入时设置）。 */
-  selectedEvalId: string | null
-  /** 详情页初始激活的子视图 tab。 */
-  detailTab: EvalDetailTab
-  openDetail: (id: string, tab?: EvalDetailTab) => void
-}
-
-/**
- * 评估列表 → 详情页 之间的选中状态桥（keep-alive 多页模式）。
- * 详情页是独立 tab（/intelligent-evals/detail），与列表页同时挂载，
- * 选中哪个评估由这里传递；列表页导航前调用 openDetail 再 openTab + navigate。
- */
-export const useIntelligentEvalNav = create<IntelligentEvalNav>((set) => ({
-  selectedEvalId: null,
-  detailTab: 'overview',
-  openDetail: (id, tab = 'overview') => set({ selectedEvalId: id, detailTab: tab }),
-}))