diff --git a/electron/main/ai/conversations.ts b/electron/main/ai/conversations.ts
index 8f41c44..402065f 100644
--- a/electron/main/ai/conversations.ts
+++ b/electron/main/ai/conversations.ts
@@ -172,6 +172,25 @@ export function createConversation(sessionId: string, title?: string): AIConvers
 /**
  * 获取会话的所有对话列表
  */
+/**
+ * 获取所有会话的 AI 对话计数（按 session_id 分组）
+ */
+export function getConversationCountsBySession(): Map<string, number> {
+  const result = new Map<string, number>()
+  try {
+    const db = getAiDb()
+    const rows = db
+      .prepare('SELECT session_id, COUNT(*) as count FROM ai_conversation GROUP BY session_id')
+      .all() as Array<{ session_id: string; count: number }>
+    for (const row of rows) {
+      result.set(row.session_id, row.count)
+    }
+  } catch {
+    // AI 数据库可能尚未初始化
+  }
+  return result
+}
+
 export function getConversations(sessionId: string): AIConversation[] {
   const db = getAiDb()
 
diff --git a/electron/main/ipc/chat.ts b/electron/main/ipc/chat.ts
index 6b06724..a2aaf2f 100644
--- a/electron/main/ipc/chat.ts
+++ b/electron/main/ipc/chat.ts
@@ -255,6 +255,18 @@ export function registerChatHandlers(ctx: IpcContext): void {
   ipcMain.handle('chat:getSessions', async () => {
     try {
       const sessions = await worker.getAllSessions()
+
+      // 填充 AI 对话计数（AI 数据库在主进程管理）
+      try {
+        const { getConversationCountsBySession } = await import('../ai/conversations')
+        const aiCounts = getConversationCountsBySession()
+        for (const session of sessions) {
+          session.aiConversationCount = aiCounts.get(session.id) || 0
+        }
+      } catch {
+        // AI 数据库未初始化时忽略
+      }
+
       return sessions
     } catch (error) {
       console.error('[IpcMain] Error getting sessions:', error)
diff --git a/electron/main/worker/query/sessions.ts b/electron/main/worker/query/sessions.ts
index 24b91ad..dc8f2c3 100644
--- a/electron/main/worker/query/sessions.ts
+++ b/electron/main/worker/query/sessions.ts
@@ -120,6 +120,23 @@ export function getAllSessions(): any[] {
           memberAvatar = getPrivateChatMemberAvatar(db, meta.name, meta.owner_id)
         }
 
+        // 摘要数量：安全查询（chat_session 表可能不存在）
+        let summaryCount = 0
+        try {
+          const hasChatSessionTable = db
+            .prepare("SELECT COUNT(*) as cnt FROM sqlite_master WHERE type='table' AND name='chat_session'")
+            .get() as { cnt: number }
+          if (hasChatSessionTable.cnt > 0) {
+            summaryCount = (
+              db
+                .prepare("SELECT COUNT(*) as count FROM chat_session WHERE summary IS NOT NULL AND summary != ''")
+                .get() as { count: number }
+            ).count
+          }
+        } catch {
+          // 忽略查询错误
+        }
+
         sessions.push({
           id: sessionId,
           name: meta.name,
@@ -133,6 +150,8 @@ export function getAllSessions(): any[] {
           groupAvatar: meta.group_avatar || null,
           ownerId: meta.owner_id || null,
           memberAvatar, // 私聊对方头像
+          summaryCount,
+          aiConversationCount: 0, // 将在 IPC 层由主进程填充
         })
       }
 
diff --git a/src/i18n/locales/en-US/tools.json b/src/i18n/locales/en-US/tools.json
index a9e0076..92a9087 100644
--- a/src/i18n/locales/en-US/tools.json
+++ b/src/i18n/locales/en-US/tools.json
@@ -26,6 +26,8 @@
       "name": "Name",
       "platform": "Platform",
       "messages": "Messages",
+      "summaries": "Summaries",
+      "aiChats": "AI Chats",
       "importedAt": "Imported"
     },
     "clickToEdit": "Click to edit name",
diff --git a/src/i18n/locales/zh-CN/tools.json b/src/i18n/locales/zh-CN/tools.json
index 366f8e4..75fa4fa 100644
--- a/src/i18n/locales/zh-CN/tools.json
+++ b/src/i18n/locales/zh-CN/tools.json
@@ -26,6 +26,8 @@
       "name": "名称",
       "platform": "平台",
       "messages": "消息数",
+      "summaries": "摘要",
+      "aiChats": "AI 对话",
       "importedAt": "导入时间"
     },
     "clickToEdit": "点击编辑名称",
diff --git a/src/pages/manage/components/BatchManageTab.vue b/src/pages/manage/components/BatchManageTab.vue
index e1045c7..f6c28cd 100644
--- a/src/pages/manage/components/BatchManageTab.vue
+++ b/src/pages/manage/components/BatchManageTab.vue
@@ -443,6 +443,8 @@ onMounted(() => {
         <div class="min-w-0 flex-1">{{ t('tools.batchManage.columns.name') }}</div>
         <div class="w-20 text-center">{{ t('tools.batchManage.columns.platform') }}</div>
         <div class="w-24 text-right">{{ t('tools.batchManage.columns.messages') }}</div>
+        <div class="w-16 text-right">{{ t('tools.batchManage.columns.summaries') }}</div>
+        <div class="w-16 text-right">{{ t('tools.batchManage.columns.aiChats') }}</div>
         <div class="w-28 text-right">{{ t('tools.batchManage.columns.importedAt') }}</div>
       </div>
 
@@ -525,6 +527,16 @@ onMounted(() => {
           {{ session.messageCount.toLocaleString() }}
         </div>
 
+        <!-- 摘要数 -->
+        <div class="w-16 text-right text-sm text-gray-600 dark:text-gray-300">
+          {{ session.summaryCount || 0 }}
+        </div>
+
+        <!-- AI 对话数 -->
+        <div class="w-16 text-right text-sm text-gray-600 dark:text-gray-300">
+          {{ session.aiConversationCount || 0 }}
+        </div>
+
         <!-- 导入时间 -->
         <div class="w-28 text-right text-xs text-gray-500 dark:text-gray-400">
           {{ formatTime(session.importedAt) }}
diff --git a/src/pages/manage/index.vue b/src/pages/manage/index.vue
index 5d8f434..92a65d5 100644
--- a/src/pages/manage/index.vue
+++ b/src/pages/manage/index.vue
@@ -9,7 +9,12 @@ const { t } = useI18n()
 <template>
   <div class="relative z-0 flex h-full flex-col bg-white pt-8 dark:bg-[var(--color-page-dark)]">
     <!-- Header -->
-    <PageHeader :title="t('tools.title')" :description="t('tools.description')" icon="i-heroicons-rectangle-stack" />
+    <PageHeader
+      :title="t('tools.title')"
+      :description="t('tools.description')"
+      icon="i-heroicons-rectangle-stack"
+      icon-class="bg-primary-600 dark:bg-primary-500"
+    />
 
     <!-- Content -->
     <div class="flex-1 overflow-auto p-6">
diff --git a/src/types/base.ts b/src/types/base.ts
index 453148d..8ba49c0 100644
--- a/src/types/base.ts
+++ b/src/types/base.ts
@@ -236,6 +236,8 @@ export interface AnalysisSession {
   groupAvatar: string | null // 群头像（base64 Data URL）
   ownerId: string | null // 所有者/导出者的 platformId
   memberAvatar: string | null // 私聊对方头像（base64 Data URL）
+  summaryCount: number // 已生成摘要的会话片段数
+  aiConversationCount: number // AI 对话数
 }
 
 /**