diff --git a/frontend/src/views/Home.vue b/frontend/src/views/Home.vue
index 0bc7746..ee866c7 100644
--- a/frontend/src/views/Home.vue
+++ b/frontend/src/views/Home.vue
@@ -4,7 +4,7 @@ import { useRouter } from 'vue-router'
 import { useI18n } from 'vue-i18n'
 import { useUserStore } from '../stores/user'
 import { api } from '../api/client'
-import type { VoiceSessionSummary } from '../types/voiceSession'
+import type { VoiceSessionAnalytics, VoiceSessionSummary } from '../types/voiceSession'
 import BaseButton from '../components/ui/BaseButton.vue'
 import LoginDialog from '../components/ui/LoginDialog.vue'
 import {
@@ -28,6 +28,7 @@ function switchLocale(lang: 'en' | 'zh') {
 // ========== 登录对话框状态 ==========
 const showLoginDialog = ref(false)
 const activeVoiceSession = ref<VoiceSessionSummary | null>(null)
+const voiceAnalytics = ref<VoiceSessionAnalytics | null>(null)
 
 // ========== 创作入口 ==========
 // 旧的创作变量已移除，现在只负责跳转
@@ -68,6 +69,18 @@ async function loadActiveVoiceSession() {
   }
 }
 
+async function loadVoiceAnalytics() {
+  if (!userStore.user) {
+    voiceAnalytics.value = null
+    return
+  }
+  try {
+    voiceAnalytics.value = await api.get<VoiceSessionAnalytics>('/api/voice-sessions/analytics?days=30')
+  } catch {
+    voiceAnalytics.value = null
+  }
+}
+
 function scrollToFeatures() {
   document.getElementById('features')?.scrollIntoView({ behavior: 'smooth' })
 }
@@ -82,12 +95,14 @@ onMounted(async () => {
     await userStore.fetchSession()
   }
   await loadActiveVoiceSession()
+  await loadVoiceAnalytics()
 })
 
 watch(
   () => userStore.user?.id,
   () => {
     void loadActiveVoiceSession()
+    void loadVoiceAnalytics()
   },
 )
 
@@ -202,6 +217,55 @@ watch(
                    了解更多功能
                 </button>
              </div>
+
+             <div
+               v-if="activeVoiceSession || (voiceAnalytics && voiceAnalytics.total_sessions)"
+               class="mt-6 rounded-2xl border border-stone-200 bg-white/80 p-4 shadow-sm backdrop-blur-sm"
+             >
+               <div class="flex flex-col gap-4 lg:flex-row lg:items-center lg:justify-between">
+                 <div class="space-y-2">
+                   <p
+                     v-if="activeVoiceSession"
+                     class="text-sm text-stone-700"
+                   >
+                     最近的语音共创会话
+                     <span class="font-semibold text-stone-900">
+                       {{ activeVoiceSession.working_title || '未命名会话' }}
+                     </span>
+                     仍可继续，当前已完成 {{ activeVoiceSession.total_turns }} 轮。
+                   </p>
+                   <p
+                     v-if="activeVoiceSession?.latest_requires_confirmation"
+                     class="text-sm text-amber-700"
+                   >
+                     上一轮仍在等待家长确认，回到工作台后可以选择继续、重说或切到文本输入。
+                   </p>
+                   <p
+                     v-else-if="activeVoiceSession?.latest_safety_message"
+                     class="text-sm text-rose-700"
+                   >
+                     最近一轮触发了儿童内容安全兜底，工作台里可以查看完整记录。
+                   </p>
+                   <p
+                     v-else-if="voiceAnalytics && voiceAnalytics.total_sessions"
+                     class="text-sm text-stone-600"
+                   >
+                     最近 30 天语音共创 {{ voiceAnalytics.total_sessions }} 个会话，
+                     turn 成功率 {{ Math.round(voiceAnalytics.turn_success_rate * 100) }}%，
+                     finalize 转化率 {{ Math.round(voiceAnalytics.finalize_conversion_rate * 100) }}%。
+                   </p>
+                 </div>
+                 <BaseButton
+                   v-if="activeVoiceSession"
+                   size="sm"
+                   variant="secondary"
+                   @click="continueVoiceStudio"
+                 >
+                   <MicrophoneIcon class="h-4 w-4 mr-2" />
+                   回到语音共创
+                 </BaseButton>
+               </div>
+             </div>
              
              <!-- Trust Indicators -->
              <div class="mt-12 flex items-center gap-8 text-stone-500">
diff --git a/frontend/src/views/MyStories.vue b/frontend/src/views/MyStories.vue
index 9582500..58ac96f 100644
--- a/frontend/src/views/MyStories.vue
+++ b/frontend/src/views/MyStories.vue
@@ -8,7 +8,7 @@ import BaseCard from '../components/ui/BaseCard.vue'
 import EmptyState from '../components/ui/EmptyState.vue'
 import LoadingSpinner from '../components/ui/LoadingSpinner.vue'
 import type { GenerationOpsSummary, GenerationProviderAnalytics } from '../types/generation'
-import type { VoiceSessionSummary } from '../types/voiceSession'
+import type { VoiceSessionAnalytics, VoiceSessionSummary } from '../types/voiceSession'
 import {
   getAssetStatusMeta,
   getGenerationStatusMeta,
@@ -42,6 +42,7 @@ const stories = ref<StoryItem[]>([])
 const providerAnalytics = ref<GenerationProviderAnalytics | null>(null)
 const opsSummary = ref<GenerationOpsSummary | null>(null)
 const activeVoiceSession = ref<VoiceSessionSummary | null>(null)
+const voiceAnalytics = ref<VoiceSessionAnalytics | null>(null)
 const loading = ref(true)
 const error = ref('')
 const showCreateModal = ref(false)
@@ -63,6 +64,14 @@ const providerSuccessRate = computed(() => {
 })
 const topProvider = computed(() => providerAnalytics.value?.by_provider[0] ?? null)
 const topFailureReason = computed(() => providerAnalytics.value?.failure_reasons[0] ?? null)
+const voiceTurnSuccessRate = computed(() => {
+  if (!voiceAnalytics.value) return null
+  return Math.round(voiceAnalytics.value.turn_success_rate * 100)
+})
+const voiceFinalizeRate = computed(() => {
+  if (!voiceAnalytics.value) return null
+  return Math.round(voiceAnalytics.value.finalize_conversion_rate * 100)
+})
 
 function buildProviderAnalyticsPath() {
   const params = new URLSearchParams()
@@ -78,16 +87,18 @@ function buildProviderAnalyticsPath() {
 
 async function fetchStories() {
   try {
-    const [storyList, analytics, ops, activeSession] = await Promise.all([
+    const [storyList, analytics, ops, activeSession, voiceOverview] = await Promise.all([
       api.get<StoryItem[]>('/api/stories'),
       api.get<GenerationProviderAnalytics>(buildProviderAnalyticsPath()),
       api.get<GenerationOpsSummary>('/api/generations/ops-summary'),
       api.get<VoiceSessionSummary | null>('/api/voice-sessions/active').catch(() => null),
+      api.get<VoiceSessionAnalytics>('/api/voice-sessions/analytics?days=30').catch(() => null),
     ])
     stories.value = storyList
     providerAnalytics.value = analytics
     opsSummary.value = ops
     activeVoiceSession.value = activeSession
+    voiceAnalytics.value = voiceOverview
   } catch (e) {
     error.value = e instanceof Error ? e.message : '加载失败'
   } finally {
@@ -221,6 +232,18 @@ watch([selectedWindow, selectedCapability], () => {
               {{ activeVoiceSession.working_title || '未命名语音会话' }}，
               当前状态 {{ activeVoiceSession.status }}，已完成 {{ activeVoiceSession.total_turns }} 轮。
             </p>
+            <p
+              v-if="activeVoiceSession.latest_requires_confirmation"
+              class="mt-2 text-sm text-amber-700"
+            >
+              上一轮仍在等待家长确认，建议优先回到语音共创工作台处理。
+            </p>
+            <p
+              v-else-if="activeVoiceSession.latest_safety_message"
+              class="mt-2 text-sm text-rose-700"
+            >
+              最近一轮触发了儿童内容安全兜底，建议回到工作台查看详细记录。
+            </p>
           </div>
           <BaseButton @click="goToVoiceStudio">
             <SparklesIcon class="h-5 w-5 mr-2" />
@@ -229,6 +252,55 @@ watch([selectedWindow, selectedCapability], () => {
         </div>
       </BaseCard>
 
+      <BaseCard
+        v-if="voiceAnalytics && voiceAnalytics.total_sessions"
+        class="mb-8 border border-violet-100 bg-violet-50/40"
+        padding="lg"
+      >
+        <div class="flex flex-col gap-5 lg:flex-row lg:items-center lg:justify-between">
+          <div>
+            <h2 class="text-xl font-bold text-gray-800">语音共创运营摘要</h2>
+            <p class="mt-2 text-sm leading-6 text-gray-600">
+              最近 {{ voiceAnalytics.window_days ?? 30 }} 天，你的语音共创已经累计
+              {{ voiceAnalytics.total_sessions }} 个会话、{{ voiceAnalytics.total_turns }} 个 turn。
+            </p>
+            <p
+              v-if="voiceAnalytics.low_confidence_turns || voiceAnalytics.safety_interventions"
+              class="mt-2 text-sm text-gray-500"
+            >
+              低置信度确认 {{ voiceAnalytics.low_confidence_turns }} 次，
+              安全介入 {{ voiceAnalytics.safety_interventions }} 次。
+            </p>
+          </div>
+          <div class="grid grid-cols-2 gap-3 sm:grid-cols-4 lg:min-w-[520px]">
+            <div class="rounded-lg border border-white/80 bg-white px-3 py-3">
+              <div class="text-xs text-gray-500">Turn 成功率</div>
+              <div class="mt-1 text-lg font-semibold text-gray-800">
+                {{ voiceTurnSuccessRate }}%
+              </div>
+            </div>
+            <div class="rounded-lg border border-white/80 bg-white px-3 py-3">
+              <div class="text-xs text-gray-500">Finalize 转化率</div>
+              <div class="mt-1 text-lg font-semibold text-emerald-700">
+                {{ voiceFinalizeRate }}%
+              </div>
+            </div>
+            <div class="rounded-lg border border-white/80 bg-white px-3 py-3">
+              <div class="text-xs text-gray-500">ASR / TTS 失败</div>
+              <div class="mt-1 text-lg font-semibold text-gray-800">
+                {{ voiceAnalytics.asr_failures }} / {{ voiceAnalytics.tts_failures }}
+              </div>
+            </div>
+            <div class="rounded-lg border border-white/80 bg-white px-3 py-3">
+              <div class="text-xs text-gray-500">已完成会话</div>
+              <div class="mt-1 text-lg font-semibold text-violet-700">
+                {{ voiceAnalytics.finalized_sessions }}
+              </div>
+            </div>
+          </div>
+        </div>
+      </BaseCard>
+
       <BaseCard class="mb-8" padding="lg">
         <div class="grid grid-cols-2 lg:grid-cols-4 gap-4">
           <div class="text-center px-4 py-2">