diff --git a/frontend/web/src/App.tsx b/frontend/web/src/App.tsx
index 838146e..b868969 100644
--- a/frontend/web/src/App.tsx
+++ b/frontend/web/src/App.tsx
@@ -74,6 +74,8 @@ const routeConfigs: RouteConfig[] = [
 const componentMap: Record<string, () => ReactNode> = {}
 routeConfigs.forEach((r) => { componentMap[r.path] = r.component })
 
+const PINNED_TAB_PATHS = new Set(['/', '/openclaw'])
+
 const menuItems: MenuProps['items'] = [
   { key: '/', icon: <DashboardOutlined />, label: '仪表盘' },
   { key: '/openclaw', icon: <RobotOutlined />, label: 'AI 助手' },
@@ -147,7 +149,7 @@ function App() {
         key: config.path,
         title: config.name,
         icon: config.icon,
-        closable: config.path !== '/',
+        closable: !PINNED_TAB_PATHS.has(config.path),
       }
       openTab(tab)
     } else {
@@ -163,7 +165,7 @@ function App() {
       key: config.path,
       title: config.name,
       icon: config.icon,
-      closable: config.path !== '/',
+      closable: !PINNED_TAB_PATHS.has(config.path),
     }
     openTab(tab)
     navigate(key)
diff --git a/frontend/web/src/components/intelligent_eval/EvalDetail.tsx b/frontend/web/src/components/intelligent_eval/EvalDetail.tsx
index adcf2ec..7faade1 100644
--- a/frontend/web/src/components/intelligent_eval/EvalDetail.tsx
+++ b/frontend/web/src/components/intelligent_eval/EvalDetail.tsx
@@ -1,12 +1,12 @@
-import { useState } from 'react'
+import { useEffect, useState } from 'react'
 import {
   Alert, Button, Card, Descriptions, Empty, Input, Modal, Popconfirm, Space, Spin, Tag, message,
 } from 'antd'
 import { ArrowLeftOutlined, FileTextOutlined, StopOutlined } from '@ant-design/icons'
-import { intelligentEvalsApi, type IntelligentEval } from '../../api'
+import { intelligentEvalsApi, type IntelligentEval, type IntelligentEvalSession } from '../../api'
 import { colors } from '../../tokens'
 import { formatDateTime, shortDateTime } from '../../utils/date'
-import { EVAL_STATUS } from './status'
+import { EVAL_STATUS, SESSION_STATUS } from './status'
 
 const sectionCard: React.CSSProperties = { marginBottom: 16 }
 
@@ -71,7 +71,21 @@ export default function EvalDetail({ ev, targetName, onBack, onOpenReport, onCha
   const [busy, setBusy] = useState(false)
   const [rejectOpen, setRejectOpen] = useState(false)
   const [feedback, setFeedback] = useState('')
+  const [sessions, setSessions] = useState<IntelligentEvalSession[] | null>(null)
   const meta = EVAL_STATUS[ev.status] ?? { label: ev.status, color: 'default' }
+  const showSessions = ev.status === 'executing' || ev.status === 'completed'
+
+  useEffect(() => {
+    if (!showSessions) { setSessions(null); return }
+    let cancelled = false
+    const load = () => intelligentEvalsApi.listSessions(ev.id)
+      .then((res) => { if (!cancelled) setSessions(res.data.sessions) })
+      .catch(() => undefined)
+    void load()
+    if (ev.status !== 'executing') return () => { cancelled = true }
+    const timer = setInterval(load, 5000)
+    return () => { cancelled = true; clearInterval(timer) }
+  }, [ev.id, ev.status, showSessions])
 
   const runAction = async (fn: () => Promise<unknown>, okMsg: string) => {
     setBusy(true)
@@ -177,15 +191,40 @@ export default function EvalDetail({ ev, targetName, onBack, onOpenReport, onCha
         </Card>
       )}
 
-      {ev.status === 'executing' && (
-        <Card size="small" title="执行进度" style={sectionCard}>
-          <div style={{ fontSize: 13, color: colors.textSecondary, marginBottom: 8 }}>
-            已完成会话 {ev.completed_sessions} / 已创建 {ev.session_count}
-            {ev.plan?.estimated_sessions ? ` / 预估 ${ev.plan.estimated_sessions}` : ''}
-          </div>
-          <div style={{ fontSize: 12, color: colors.textMuted }}>
-            会话由 OpenClaw 按粗计划的时间分布自唤醒创建，最近活动于 {shortDateTime(ev.updated_at)}
-          </div>
+      {showSessions && (
+        <Card size="small" title={`会话进度（${ev.completed_sessions}/${ev.session_count}）`} style={sectionCard}>
+          {sessions === null && <Spin size="small" />}
+          {sessions !== null && sessions.length === 0 && (
+            <div style={{ fontSize: 13, color: colors.textSecondary }}>
+              等待 OpenClaw 按粗计划的时间分布创建会话…
+            </div>
+          )}
+          {sessions?.map((s) => {
+            const sMeta = SESSION_STATUS[s.status]
+            return (
+              <div
+                key={s.id}
+                style={{
+                  display: 'flex', alignItems: 'center', gap: 8, flexWrap: 'wrap',
+                  padding: '6px 0', borderBottom: `1px solid ${colors.border}`, fontSize: 13,
+                }}
+              >
+                <b style={{ color: colors.text }}>{personaLabel(s.persona)}</b>
+                <Tag color={sMeta.color} style={{ margin: 0 }}>{sMeta.label}</Tag>
+                {s.dimension && <Tag style={{ margin: 0 }}>{s.dimension}</Tag>}
+                <span style={{ color: colors.textSecondary, flex: 1, minWidth: 120 }}>{s.goal}</span>
+                <span style={{ color: colors.textMuted }}>{s.turn_count} 轮</span>
+                {s.created_at && (
+                  <span style={{ color: colors.textMuted }}>{shortDateTime(s.created_at)}</span>
+                )}
+              </div>
+            )
+          })}
+          {ev.status === 'executing' && (
+            <div style={{ fontSize: 12, color: colors.textMuted, marginTop: 8 }}>
+              会话由 OpenClaw 按粗计划的时间分布自唤醒创建，本页每 5 秒自动刷新
+            </div>
+          )}
         </Card>
       )}
 
diff --git a/frontend/web/src/pages/IntelligentEvals.tsx b/frontend/web/src/pages/IntelligentEvals.tsx
index f89689c..24b33f9 100644
--- a/frontend/web/src/pages/IntelligentEvals.tsx
+++ b/frontend/web/src/pages/IntelligentEvals.tsx
@@ -1,4 +1,4 @@
-import { useState } from 'react'
+import { useEffect, useState } from 'react'
 import {
   Button, Drawer, Empty, Form, Input, InputNumber, Select, Space, Table, Tag, message,
 } from 'antd'
@@ -45,11 +45,20 @@ export default function IntelligentEvalsPage() {
     { tabPath: '/intelligent-evals' },
   )
 
-  const { data: selected } = useResource(
+  const { data: selected, reload: reloadSelected } = useResource(
     () => (selectedId ? intelligentEvalsApi.get(selectedId).then((r) => r.data) : Promise.resolve(null)),
     { deps: [selectedId, detailTick] },
   )
 
+  const pollActive = view === 'detail' && selected != null
+    && (selected.status === 'planning' || selected.status === 'executing' || selected.status === 'pending_approval')
+
+  useEffect(() => {
+    if (!pollActive) return
+    const timer = setInterval(() => void reloadSelected(true), 5000)
+    return () => clearInterval(timer)
+  }, [pollActive, reloadSelected])
+
   const targetName = (id: string) =>
     targets?.find((t) => t.id === id)?.name ?? id.slice(0, 8)
 
diff --git a/frontend/web/src/stores/tabStore.tsx b/frontend/web/src/stores/tabStore.tsx
index 240166d..c7ebf35 100644
--- a/frontend/web/src/stores/tabStore.tsx
+++ b/frontend/web/src/stores/tabStore.tsx
@@ -1,4 +1,5 @@
 import { create } from 'zustand'
+import { RobotOutlined } from '@ant-design/icons'
 
 export interface TabItem {
   key: string
@@ -16,7 +17,10 @@ interface TabStore {
 }
 
 export const useTabStore = create<TabStore>((set, get) => ({
-  tabs: [{ key: '/', title: '仪表盘', closable: false }],
+  tabs: [
+    { key: '/', title: '仪表盘', closable: false },
+    { key: '/openclaw', title: 'AI 助手', icon: <RobotOutlined />, closable: false },
+  ],
   activeKey: '/',
 
   openTab: (tab) => {