diff --git a/packages/node-runtime/src/services/session-service.ts b/packages/node-runtime/src/services/session-service.ts
index 2647237e..a62e8e06 100644
--- a/packages/node-runtime/src/services/session-service.ts
+++ b/packages/node-runtime/src/services/session-service.ts
@@ -24,6 +24,8 @@ export interface AnalysisSessionDTO extends CoreSessionInfo {
   dbPath: string
   memberAvatar: string | null
   aiConversationCount: number
+  ownerName: string | null
+  ownerStatus: 'resolved' | 'missing' | 'unresolved'
 }
 
 /**
@@ -64,7 +66,26 @@ function buildSession(
     memberAvatar = getPrivateChatMemberAvatar(db, meta.name, meta.ownerId)
   }
 
-  let dto: AnalysisSessionDTO = { ...info, id, dbPath, memberAvatar, aiConversationCount: 0 }
+  const ownerMember = meta.ownerId
+    ? (db
+        .prepare(
+          `SELECT COALESCE(NULLIF(group_nickname, ''), NULLIF(account_name, ''), platform_id) as displayName
+           FROM member
+           WHERE platform_id = ?
+           LIMIT 1`
+        )
+        .get(meta.ownerId) as { displayName: string } | undefined)
+    : undefined
+
+  let dto: AnalysisSessionDTO = {
+    ...info,
+    id,
+    dbPath,
+    memberAvatar,
+    aiConversationCount: 0,
+    ownerName: ownerMember?.displayName ?? null,
+    ownerStatus: !meta.ownerId ? 'missing' : ownerMember ? 'resolved' : 'unresolved',
+  }
   if (options?.enrichSession) {
     dto = options.enrichSession(dto)
   }
diff --git a/src/components/analysis/member/OwnerPromptModal.vue b/src/components/analysis/member/OwnerPromptModal.vue
index 5126f805..06ccb5bb 100644
--- a/src/components/analysis/member/OwnerPromptModal.vue
+++ b/src/components/analysis/member/OwnerPromptModal.vue
@@ -54,7 +54,9 @@ const isDismissing = ref(false)
 const searchQuery = ref('')
 const selectedPlatformId = ref<string | null>(null)
 
-const currentOwnerId = computed(() => sessionStore.currentSession?.ownerId ?? null)
+const currentOwnerId = computed(
+  () => sessionStore.sessions.find((session) => session.id === props.sessionId)?.ownerId ?? null
+)
 
 function getDisplayName(member: MemberWithStats): string {
   return member.groupNickname || member.accountName || member.platformId
@@ -154,18 +156,26 @@ function later() {
   isOpen.value = false
 }
 
-// 打开时加载成员并默认选中当前 owner
-watch(isOpen, (open) => {
-  if (open) {
-    searchQuery.value = ''
-    selectedPlatformId.value = currentOwnerId.value
-    loadMembers()
-  }
-})
+function prepareOwnerSelection() {
+  searchQuery.value = ''
+  selectedPlatformId.value = currentOwnerId.value
+  members.value = []
+  void loadMembers()
+}
+
+// 打开时加载成员并默认选中当前 owner。immediate 覆盖以打开状态首次挂载的场景。
+watch(
+  isOpen,
+  (open) => {
+    if (open) prepareOwnerSelection()
+  },
+  { immediate: true }
+)
 
 watch(
   () => props.sessionId,
   () => {
+    if (isOpen.value) prepareOwnerSelection()
     checkAndAutoOpen()
   }
 )
@@ -176,7 +186,7 @@ onMounted(() => {
 </script>
 
 <template>
-  <UModal v-model:open="isOpen" :ui="{ content: 'max-w-md' }">
+  <UModal v-model:open="isOpen" :ui="{ content: 'max-w-md z-[111]', overlay: 'z-[110]' }">
     <template #content>
       <div class="p-6">
         <!-- 头部 -->
@@ -270,8 +280,8 @@ onMounted(() => {
         <div class="mt-5 flex items-center justify-between gap-2">
           <UButton
             v-if="!currentOwnerId"
-            variant="ghost"
-            color="neutral"
+            variant="soft"
+            color="primary"
             size="sm"
             :loading="isDismissing"
             @click="dismissForever"
diff --git a/src/components/common/Settings/BatchManageTab.vue b/src/components/common/Settings/BatchManageTab.vue
index 51fdef97..bae274f3 100644
--- a/src/components/common/Settings/BatchManageTab.vue
+++ b/src/components/common/Settings/BatchManageTab.vue
@@ -1,5 +1,5 @@
 <script setup lang="ts">
-import { ref, computed, onMounted, watch } from 'vue'
+import { ref, computed, onMounted, watch, nextTick } from 'vue'
 import { useI18n } from 'vue-i18n'
 import { storeToRefs } from 'pinia'
 import { useVirtualizer } from '@tanstack/vue-virtual'
@@ -7,6 +7,7 @@ import { useToast } from '@/composables/useToast'
 import { useSessionStore } from '@/stores/session'
 import type { AnalysisSession } from '@/types/base'
 import LazyAvatar from '@/components/common/avatar/LazyAvatar.vue'
+import OwnerPromptModal from '@/components/analysis/member/OwnerPromptModal.vue'
 import dayjs from 'dayjs'
 import relativeTime from 'dayjs/plugin/relativeTime'
 import 'dayjs/locale/zh-cn'
@@ -15,12 +16,24 @@ dayjs.extend(relativeTime)
 const toast = useToast()
 const SESSION_ROW_HEIGHT = 48
 
+const props = withDefaults(
+  defineProps<{
+    focusOwnerIssues?: boolean
+  }>(),
+  {
+    focusOwnerIssues: false,
+  }
+)
+
 const { t, locale } = useI18n()
 const sessionStore = useSessionStore()
 const { sessions } = storeToRefs(sessionStore)
 
 // 搜索关键词
 const searchQuery = ref('')
+const ownerIssueCount = computed(
+  () => sessions.value.filter((session) => session.ownerStatus !== 'resolved').length
+)
 
 // 过滤后的会话列表
 const filteredSessions = computed(() => {
@@ -28,10 +41,12 @@ const filteredSessions = computed(() => {
     return sessions.value
   }
   const query = searchQuery.value.toLowerCase().trim()
-  return sessions.value.filter((s) => s.name.toLowerCase().includes(query) || s.platform.toLowerCase().includes(query))
+  return sessions.value.filter(
+    (session) => session.name.toLowerCase().includes(query) || session.platform.toLowerCase().includes(query)
+  )
 })
 
-type SortField = 'name' | 'platform' | 'messageCount' | 'importedAt'
+type SortField = 'name' | 'platform' | 'owner' | 'messageCount' | 'importedAt'
 type SortDirection = 'asc' | 'desc'
 type HeaderAlign = 'left' | 'center' | 'right'
 type HeaderColumn =
@@ -75,6 +90,14 @@ const headerColumns: HeaderColumn[] = [
     class: 'w-20',
     align: 'center',
   },
+  {
+    key: 'owner',
+    type: 'sortable',
+    field: 'owner',
+    labelKey: 'tools.batchManage.columns.owner',
+    class: 'w-28',
+    align: 'left',
+  },
   {
     key: 'messages',
     type: 'sortable',
@@ -108,8 +131,8 @@ const headerColumns: HeaderColumn[] = [
 ]
 
 const sortState = ref<{ field: SortField | null; direction: SortDirection | null }>({
-  field: null,
-  direction: null,
+  field: 'importedAt',
+  direction: 'desc',
 })
 
 function getDefaultDirection(_field: SortField): SortDirection {
@@ -173,6 +196,13 @@ const sortedSessions = computed(() => {
     if (field === 'platform') {
       return getPlatformLabel(a.platform).localeCompare(getPlatformLabel(b.platform), locale.value) * multiplier
     }
+    if (field === 'owner') {
+      const ownerValue = (session: AnalysisSession) => {
+        if (session.ownerStatus === 'resolved') return `0:${session.ownerName || session.ownerId || ''}`
+        return session.ownerStatus === 'unresolved' ? '1:' : '2:'
+      }
+      return ownerValue(a).localeCompare(ownerValue(b), locale.value) * multiplier
+    }
     if (field === 'messageCount') {
       return (a.messageCount - b.messageCount) * multiplier
     }
@@ -183,6 +213,20 @@ const sortedSessions = computed(() => {
 })
 
 const listScrollRef = ref<HTMLElement | null>(null)
+
+function prioritizeOwnerIssues() {
+  sortState.value = { field: 'owner', direction: 'desc' }
+  nextTick(() => listScrollRef.value?.scrollTo({ top: 0 }))
+}
+
+watch(
+  () => props.focusOwnerIssues,
+  (focus) => {
+    if (focus) prioritizeOwnerIssues()
+  },
+  { immediate: true }
+)
+
 const sessionVirtualizer = useVirtualizer(
   computed(() => ({
     count: sortedSessions.value.length,
@@ -215,6 +259,32 @@ const editingId = ref<string | null>(null)
 // 编辑中的名称
 const editingName = ref('')
 
+const ownerSessionId = ref<string | null>(null)
+const showOwnerModal = ref(false)
+const continueOwnerSetup = ref(false)
+const ownerSession = computed(() => sessions.value.find((session) => session.id === ownerSessionId.value) ?? null)
+
+function openOwnerModal(session: AnalysisSession, event: Event) {
+  event.stopPropagation()
+  ownerSessionId.value = session.id
+  continueOwnerSetup.value = session.ownerStatus !== 'resolved'
+  showOwnerModal.value = true
+}
+
+async function refreshAfterOwnerChange() {
+  await sessionStore.loadSessions()
+  if (!continueOwnerSetup.value) return
+
+  await nextTick()
+  const nextSession = sortedSessions.value.find((session) => session.ownerStatus !== 'resolved')
+  if (nextSession) {
+    ownerSessionId.value = nextSession.id
+    showOwnerModal.value = true
+  } else {
+    continueOwnerSetup.value = false
+  }
+}
+
 const selectedMergeSessions = computed(() => sessions.value.filter((s) => selectedIds.value.has(s.id)))
 const selectedMergeTypes = computed(() => new Set(selectedMergeSessions.value.map((s) => s.type)))
 
@@ -538,6 +608,17 @@ onMounted(() => {
 
 <template>
   <div class="flex h-full flex-col">
+    <button
+      v-if="ownerIssueCount > 0"
+      type="button"
+      class="mb-3 inline-flex w-fit max-w-full items-center gap-2 rounded-lg bg-amber-50 px-3 py-2 text-left text-xs text-amber-800 transition-colors hover:bg-amber-100 dark:bg-amber-950/20 dark:text-amber-300 dark:hover:bg-amber-950/30"
+      @click="prioritizeOwnerIssues"
+    >
+      <UIcon name="i-heroicons-user-circle" class="h-4 w-4 shrink-0" />
+      <span>{{ t('tools.batchManage.ownerIssues', { count: ownerIssueCount }) }}</span>
+      <UIcon name="i-heroicons-arrow-right" class="h-3.5 w-3.5 shrink-0 opacity-70" />
+    </button>
+
     <!-- 搜索栏 -->
     <div class="mb-4">
       <UInput
@@ -713,6 +794,28 @@ onMounted(() => {
               </span>
             </div>
 
+            <!-- 我是谁 -->
+            <button
+              type="button"
+              class="flex w-28 min-w-0 items-center gap-1.5 text-left text-xs transition-colors hover:text-primary-600 dark:hover:text-primary-400"
+              :class="session.ownerStatus === 'resolved' ? 'text-gray-600 dark:text-gray-300' : 'text-amber-600 dark:text-amber-400'"
+              :title="session.ownerId || t('tools.batchManage.ownerStatus.missing')"
+              @click="openOwnerModal(session, $event)"
+            >
+              <UIcon
+                :name="session.ownerStatus === 'resolved' ? 'i-heroicons-user-circle' : 'i-heroicons-exclamation-circle'"
+                class="h-3.5 w-3.5 shrink-0"
+              />
+              <span class="truncate">
+                {{
+                  session.ownerStatus === 'resolved'
+                    ? session.ownerName || session.ownerId
+                    : t(`tools.batchManage.ownerStatus.${session.ownerStatus}`)
+                }}
+              </span>
+              <UIcon name="i-heroicons-chevron-right" class="h-3 w-3 shrink-0 opacity-60" />
+            </button>
+
             <!-- 消息数 -->
             <div class="w-24 text-right text-sm text-gray-600 dark:text-gray-300">
               {{ session.messageCount.toLocaleString() }}
@@ -737,6 +840,15 @@ onMounted(() => {
       </div>
     </div>
 
+    <OwnerPromptModal
+      v-if="ownerSession"
+      v-model="showOwnerModal"
+      :session-id="ownerSession.id"
+      :chat-type="ownerSession.type"
+      @saved="refreshAfterOwnerChange"
+      @cleared="refreshAfterOwnerChange"
+    />
+
     <!-- 合并确认弹窗 -->
     <UModal v-model:open="showMergeModal" :ui="{ content: 'z-[101]', overlay: 'z-[100]' }">
       <template #content>
diff --git a/src/components/common/SettingsModal.vue b/src/components/common/SettingsModal.vue
index e3b4beec..2155df95 100644
--- a/src/components/common/SettingsModal.vue
+++ b/src/components/common/SettingsModal.vue
@@ -116,7 +116,11 @@ watch(showSettings, async (visible) => {
                 :ref="(el: unknown) => setTabRef('ai', el)"
                 @config-changed="handleAIConfigChanged"
               />
-              <BatchManageTab v-else-if="activeTab === 'data'" key="data" />
+              <BatchManageTab
+                v-else-if="activeTab === 'data'"
+                key="data"
+                :focus-owner-issues="settingsSubTab === 'missing-owner'"
+              />
               <ApiSettingsTab v-else-if="activeTab === 'api'" key="api" />
               <StorageTab
                 v-else-if="activeTab === 'storage'"
diff --git a/src/i18n/locales/en-US/tools.json b/src/i18n/locales/en-US/tools.json
index 8e2a239e..3b479205 100644
--- a/src/i18n/locales/en-US/tools.json
+++ b/src/i18n/locales/en-US/tools.json
@@ -2,6 +2,11 @@
   "batchManage": {
     "searchPlaceholder": "Search conversation name",
     "searchResult": "Found {count} / {total}",
+    "ownerIssues": "{count} conversations have not set who you are",
+    "ownerStatus": {
+      "missing": "Not set",
+      "unresolved": "Needs review"
+    },
     "noSearchResult": "No matching chat records found",
     "selectAll": "Select All",
     "shiftClickHint": "Hold Shift to select a range",
@@ -14,6 +19,7 @@
     "columns": {
       "name": "Name",
       "platform": "Platform",
+      "owner": "Me",
       "messages": "Messages",
       "summaries": "AI Summaries",
       "aiChats": "AI Chats",
diff --git a/src/i18n/locales/ja-JP/tools.json b/src/i18n/locales/ja-JP/tools.json
index 347e400e..f89f9b3f 100644
--- a/src/i18n/locales/ja-JP/tools.json
+++ b/src/i18n/locales/ja-JP/tools.json
@@ -2,6 +2,11 @@
   "batchManage": {
     "searchPlaceholder": "チャット名を検索",
     "searchResult": "{count} / {total} 件を検出",
+    "ownerIssues": "{count} 件の会話で自分が未設定です",
+    "ownerStatus": {
+      "missing": "未設定",
+      "unresolved": "要確認"
+    },
     "noSearchResult": "一致するチャット履歴が見つかりません",
     "selectAll": "すべて選択",
     "shiftClickHint": "Shiftキーを押しながらクリックで範囲選択できます",
@@ -14,6 +19,7 @@
     "columns": {
       "name": "名前",
       "platform": "プラットフォーム",
+      "owner": "自分",
       "messages": "メッセージ数",
       "summaries": "AI要約",
       "aiChats": "AI チャット",
diff --git a/src/i18n/locales/zh-CN/tools.json b/src/i18n/locales/zh-CN/tools.json
index 6a9946d3..35c35d9a 100644
--- a/src/i18n/locales/zh-CN/tools.json
+++ b/src/i18n/locales/zh-CN/tools.json
@@ -2,6 +2,11 @@
   "batchManage": {
     "searchPlaceholder": "搜索对话名称",
     "searchResult": "找到 {count} / {total} 个",
+    "ownerIssues": "{count} 个会话尚未设置“我是谁”",
+    "ownerStatus": {
+      "missing": "未设置",
+      "unresolved": "需确认"
+    },
     "noSearchResult": "未找到匹配的聊天记录",
     "selectAll": "全选",
     "shiftClickHint": "按住 Shift 点击可范围多选",
@@ -14,6 +19,7 @@
     "columns": {
       "name": "名称",
       "platform": "平台",
+      "owner": "我是谁",
       "messages": "消息数",
       "summaries": "AI摘要",
       "aiChats": "AI 对话",
diff --git a/src/i18n/locales/zh-TW/tools.json b/src/i18n/locales/zh-TW/tools.json
index b11bd69a..65ebb0a6 100644
--- a/src/i18n/locales/zh-TW/tools.json
+++ b/src/i18n/locales/zh-TW/tools.json
@@ -2,6 +2,11 @@
   "batchManage": {
     "searchPlaceholder": "搜尋聊天名稱",
     "searchResult": "找到 {count} / {total} 筆",
+    "ownerIssues": "{count} 個會話尚未設定「我是誰」",
+    "ownerStatus": {
+      "missing": "未設定",
+      "unresolved": "需確認"
+    },
     "noSearchResult": "未找到匹配的聊天紀錄",
     "selectAll": "全選",
     "shiftClickHint": "按住 Shift 點擊可範圍多選",
@@ -14,6 +19,7 @@
     "columns": {
       "name": "名稱",
       "platform": "平台",
+      "owner": "我是誰",
       "messages": "訊息數",
       "summaries": "AI摘要",
       "aiChats": "AI 對話",
diff --git a/src/pages/insight/annual-summary/index.vue b/src/pages/insight/annual-summary/index.vue
index e6a4fa76..1175110c 100644
--- a/src/pages/insight/annual-summary/index.vue
+++ b/src/pages/insight/annual-summary/index.vue
@@ -1,7 +1,7 @@
 <script setup lang="ts">
 import { computed, onBeforeUnmount, ref, watch } from 'vue'
 import { useI18n } from 'vue-i18n'
-import { useRouter } from 'vue-router'
+import { useLayoutStore } from '@/stores/layout'
 import type { AnnualSummaryFetchOptions } from '@/services/data/types'
 import type { AnnualSummaryResponse } from '@openchatlab/shared-types'
 import LoadingState from '@/components/UI/LoadingState.vue'
@@ -11,7 +11,7 @@ import { useAnnualSummaryTimeRange } from '../annual-summary-time-range'
 import AnnualInsightBoard from './components/AnnualInsightBoard.vue'
 
 const { t } = useI18n()
-const router = useRouter()
+const layoutStore = useLayoutStore()
 const currentYear = new Date().getFullYear()
 const timeRange = useAnnualSummaryTimeRange()
 const response = ref<AnnualSummaryResponse | null>(null)
@@ -103,7 +103,7 @@ function switchToLatestYear(): void {
 }
 
 function openSessions(): void {
-  void router.push('/')
+  layoutStore.openSettings('data', 'missing-owner')
 }
 </script>
 
diff --git a/src/pages/settings/index.vue b/src/pages/settings/index.vue
index 544f0fe8..9cd7ff8e 100644
--- a/src/pages/settings/index.vue
+++ b/src/pages/settings/index.vue
@@ -119,7 +119,11 @@ onMounted(async () => {
             :ref="(el) => setTabRef('ai', el)"
             @config-changed="handleAIConfigChanged"
           />
-          <BatchManageTab v-else-if="activeTab === 'data'" key="data" />
+          <BatchManageTab
+            v-else-if="activeTab === 'data'"
+            key="data"
+            :focus-owner-issues="route.query.subTab === 'missing-owner'"
+          />
           <ApiSettingsTab v-else-if="activeTab === 'api'" key="api" />
           <StorageTab v-else-if="activeTab === 'storage'" key="storage" :ref="(el) => setTabRef('storage', el)" />
           <AboutTab v-else-if="activeTab === 'about'" key="about" />
diff --git a/src/stores/session.ts b/src/stores/session.ts
index 5e616a91..a6cab524 100644
--- a/src/stores/session.ts
+++ b/src/stores/session.ts
@@ -679,6 +679,8 @@ export const useSessionStore = defineStore(
           const session = sessions.value.find((s) => s.id === id)
           if (session) {
             session.ownerId = ownerId
+            session.ownerName = null
+            session.ownerStatus = ownerId ? 'unresolved' : 'missing'
           }
         }
         return success
@@ -698,6 +700,8 @@ export const useSessionStore = defineStore(
         const session = sessions.value.find((s) => s.id === sessionId)
         if (session) {
           session.ownerId = result.updatedSessionOwnerIds[sessionId] ?? result.ownerId
+          session.ownerName = session.ownerId
+          session.ownerStatus = 'resolved'
         }
       }
       return result
@@ -712,6 +716,8 @@ export const useSessionStore = defineStore(
         const session = sessions.value.find((s) => s.id === id)
         if (session) {
           session.ownerId = result.ownerId
+          session.ownerName = result.ownerId
+          session.ownerStatus = 'resolved'
         }
       }
       return result
diff --git a/src/types/base.ts b/src/types/base.ts
index fc09e704..a3ca9365 100644
--- a/src/types/base.ts
+++ b/src/types/base.ts
@@ -128,6 +128,8 @@ export interface AnalysisSession {
   groupId: string | null // 群ID（群聊类型有值，私聊为空）
   groupAvatar: string | null // 群头像（base64 Data URL）
   ownerId: string | null // 所有者/导出者的 platformId
+  ownerName: string | null // 所有者在当前会话中的显示名称
+  ownerStatus: 'resolved' | 'missing' | 'unresolved' // 所有者是否能匹配当前会话成员
   memberAvatar: string | null // 私聊对方头像（base64 Data URL）
   lastMessageTs: number | null // 最后一条消息时间戳（秒）
   summaryCount: number // 已生成摘要的会话片段数