From aef17058d1349a22f5fd022858779160807fc5e3 Mon Sep 17 00:00:00 2001
From: digua <i@digua.me>
Date: Sun, 2 Aug 2026 21:26:36 +0800
Subject: [PATCH] fix(insights): unify loading transitions

---
 .../session/insights/SessionInsights.vue      | 157 ++++++-------
 apps/web-wasm/src/pages/SessionDetailPage.vue |  42 +++-
 src/components/UI/InsightLoadingDots.vue      |  61 +++++
 src/components/UI/InsightViewTransition.vue   | 221 ++++++++++++++++++
 src/components/UI/LoadingState.vue            |  10 +-
 src/components/UI/index.ts                    |   1 +
 .../UI/insight-view-loading.test.ts           |  33 +++
 src/components/UI/insight-view-loading.ts     |  48 ++++
 .../analysis/quotes/WordcloudTab.vue          |   4 +-
 .../analysis/relationships/ClusterView.vue    |   2 +
 .../relationships/InteractionView.vue         |   2 +
 src/components/common/TimeSelect.vue          |  31 ++-
 .../layout/session/SessionAnalysisHeader.vue  |   6 +-
 .../useSessionAnalysisPageBase.test.ts        | 164 ++++++++++++-
 src/composables/useSessionAnalysisPageBase.ts | 107 +++++++--
 .../components/insights/GroupChatInsights.vue |  87 +++----
 src/pages/group-chat/index.vue                |  31 ++-
 .../insights/PrivateChatInsights.vue          | 115 +++++----
 src/pages/private-chat/index.vue              |  35 ++-
 19 files changed, 889 insertions(+), 268 deletions(-)
 create mode 100644 src/components/UI/InsightLoadingDots.vue
 create mode 100644 src/components/UI/InsightViewTransition.vue
 create mode 100644 src/components/UI/insight-view-loading.test.ts
 create mode 100644 src/components/UI/insight-view-loading.ts

diff --git a/apps/web-wasm/src/components/session/insights/SessionInsights.vue b/apps/web-wasm/src/components/session/insights/SessionInsights.vue
index 2ed986cf..627f401f 100644
--- a/apps/web-wasm/src/components/session/insights/SessionInsights.vue
+++ b/apps/web-wasm/src/components/session/insights/SessionInsights.vue
@@ -11,6 +11,7 @@ import { LanguagePreferenceTab, WordcloudTab } from '@/components/analysis/quote
 import type { TimeFilter } from '@openchatlab/shared-types'
 import type { AnalysisSession, MessageType } from '@/types/base'
 import type { DailyActivity, HourlyActivity, MemberActivity } from '@/types/analysis'
+import { InsightViewTransition } from '@/components/UI'
 import GroupRelationshipInsights from './GroupRelationshipInsights.vue'
 import GroupOverview from './GroupOverview.vue'
 import PrivateOverview from './PrivateOverview.vue'
@@ -80,89 +81,79 @@ const viewTimeFilter = computed(() => ({ ...props.timeFilter, memberId: selected
     </SectionTabs>
 
     <div class="min-h-0 flex-1 overflow-auto">
-      <Transition name="fade" mode="out-in">
-        <PrivateOverview
-          v-if="activeSubTab === 'overview' && isPrivateChat"
-          :session="props.session"
-          :member-activity="props.memberActivity"
-          :message-types="props.messageTypes"
-          :hourly-activity="props.hourlyActivity"
-          :daily-activity="props.dailyActivity"
-          :time-range="props.timeRange"
-          :filtered-message-count="props.filteredMessageCount"
-          :filtered-member-count="props.filteredMemberCount"
-          :time-filter="props.timeFilter"
-        />
-        <GroupOverview
-          v-else-if="activeSubTab === 'overview'"
-          :session="props.session"
-          :member-activity="props.memberActivity"
-          :message-types="props.messageTypes"
-          :hourly-activity="props.hourlyActivity"
-          :daily-activity="props.dailyActivity"
-          :time-range="props.timeRange"
-          :filtered-message-count="props.filteredMessageCount"
-          :filtered-member-count="props.filteredMemberCount"
-          :time-filter="props.timeFilter"
-        />
-        <PrivateRelationshipView
-          v-else-if="activeSubTab === 'relationship'"
-          :session-id="props.sessionId"
-          :time-filter="props.timeFilter"
-        />
-        <JourneyView
-          v-else-if="activeSubTab === 'journey'"
-          :session-id="props.sessionId"
-          :time-filter="props.timeFilter"
-          :time-range="props.timeRange"
-        />
-        <TypeAnalysisView
-          v-else-if="activeSubTab === 'type-analysis'"
-          :key="selectedMemberId ?? 'all'"
-          :session-id="props.sessionId"
-          :session-name="props.session.name"
-          :time-filter="viewTimeFilter"
-        />
-        <TimeAnalysisView
-          v-else-if="activeSubTab === 'time-analysis'"
-          :key="selectedMemberId ?? 'all'"
-          :session-id="props.sessionId"
-          :session-name="props.session.name"
-          :time-filter="viewTimeFilter"
-        />
-        <WordcloudTab
-          v-else-if="activeSubTab === 'topic'"
-          :session-id="props.sessionId"
-          :time-filter="props.timeFilter"
-          :show-shared-topics="isPrivateChat"
-          :enable-node-nlp-features="false"
-          :enable-record-navigation="false"
-        />
-        <LanguagePreferenceTab
-          v-else-if="activeSubTab === 'language-preference'"
-          :session-id="props.sessionId"
-          :time-filter="props.timeFilter"
-          :enable-record-navigation="false"
-        />
-        <GroupRelationshipInsights
-          v-else-if="activeSubTab === 'group-relationships'"
-          :key="selectedMemberId ?? 'all'"
-          :session-id="props.sessionId"
-          :time-filter="viewTimeFilter"
-        />
-      </Transition>
+      <InsightViewTransition :active-key="activeSubTab">
+        <template #default="{ viewKey }">
+          <PrivateOverview
+            v-if="viewKey === 'overview' && isPrivateChat"
+            :session="props.session"
+            :member-activity="props.memberActivity"
+            :message-types="props.messageTypes"
+            :hourly-activity="props.hourlyActivity"
+            :daily-activity="props.dailyActivity"
+            :time-range="props.timeRange"
+            :filtered-message-count="props.filteredMessageCount"
+            :filtered-member-count="props.filteredMemberCount"
+            :time-filter="props.timeFilter"
+          />
+          <GroupOverview
+            v-else-if="viewKey === 'overview'"
+            :session="props.session"
+            :member-activity="props.memberActivity"
+            :message-types="props.messageTypes"
+            :hourly-activity="props.hourlyActivity"
+            :daily-activity="props.dailyActivity"
+            :time-range="props.timeRange"
+            :filtered-message-count="props.filteredMessageCount"
+            :filtered-member-count="props.filteredMemberCount"
+            :time-filter="props.timeFilter"
+          />
+          <PrivateRelationshipView
+            v-else-if="viewKey === 'relationship'"
+            :session-id="props.sessionId"
+            :time-filter="props.timeFilter"
+          />
+          <JourneyView
+            v-else-if="viewKey === 'journey'"
+            :session-id="props.sessionId"
+            :time-filter="props.timeFilter"
+            :time-range="props.timeRange"
+          />
+          <TypeAnalysisView
+            v-else-if="viewKey === 'type-analysis'"
+            :key="selectedMemberId ?? 'all'"
+            :session-id="props.sessionId"
+            :session-name="props.session.name"
+            :time-filter="viewTimeFilter"
+          />
+          <TimeAnalysisView
+            v-else-if="viewKey === 'time-analysis'"
+            :key="selectedMemberId ?? 'all'"
+            :session-id="props.sessionId"
+            :session-name="props.session.name"
+            :time-filter="viewTimeFilter"
+          />
+          <WordcloudTab
+            v-else-if="viewKey === 'topic'"
+            :session-id="props.sessionId"
+            :time-filter="props.timeFilter"
+            :show-shared-topics="isPrivateChat"
+            :enable-node-nlp-features="false"
+            :enable-record-navigation="false"
+          />
+          <LanguagePreferenceTab
+            v-else-if="viewKey === 'language-preference'"
+            :session-id="props.sessionId"
+            :time-filter="props.timeFilter"
+            :enable-record-navigation="false"
+          />
+          <GroupRelationshipInsights
+            v-else-if="viewKey === 'group-relationships'"
+            :key="selectedMemberId ?? 'all'"
+            :session-id="props.sessionId"
+            :time-filter="viewTimeFilter"
+          />
+        </template>
+      </InsightViewTransition>
     </div>
   </div>
 </template>
-
-<style scoped>
-.fade-enter-active,
-.fade-leave-active {
-  transition: opacity 0.15s ease;
-}
-
-.fade-enter-from,
-.fade-leave-to {
-  opacity: 0;
-}
-</style>
diff --git a/apps/web-wasm/src/pages/SessionDetailPage.vue b/apps/web-wasm/src/pages/SessionDetailPage.vue
index bf2c0a71..f54b1826 100644
--- a/apps/web-wasm/src/pages/SessionDetailPage.vue
+++ b/apps/web-wasm/src/pages/SessionDetailPage.vue
@@ -1,9 +1,10 @@
 <script setup lang="ts">
-import { computed, defineAsyncComponent, watch } from 'vue'
+import { computed, defineAsyncComponent, provide, watch } from 'vue'
 import { storeToRefs } from 'pinia'
 import { useI18n } from 'vue-i18n'
 import { useRoute, useRouter } from 'vue-router'
-import LoadingState from '@/components/UI/LoadingState.vue'
+import { LoadingState } from '@/components/UI'
+import InsightLoadingDots from '@/components/UI/InsightLoadingDots.vue'
 import SessionAnalysisHeader from '@/components/layout/session/SessionAnalysisHeader.vue'
 import { useSessionAnalysisPageBase } from '@/composables'
 import { useSessionStore } from '@/stores/session'
@@ -26,6 +27,7 @@ const {
   activeTab,
   isLoading,
   isInitialLoad,
+  isSessionSwitching,
   session,
   memberActivity,
   hourlyActivity,
@@ -35,6 +37,7 @@ const {
   fullTimeRange,
   timeFilter,
   initialTimeState,
+  handleTimeRangeInitialized,
 } = useSessionAnalysisPageBase({
   route,
   router,
@@ -44,13 +47,17 @@ const {
   validTabIds: tabs.map((tab) => tab.id),
 })
 
+provide('session-switch-loading', isSessionSwitching)
+
 const isPrivateChat = computed(() => session.value?.type === 'private')
 const filteredMessageCount = computed(() =>
   memberActivity.value.reduce((total, member) => total + member.messageCount, 0)
 )
 const filteredMemberCount = computed(() => memberActivity.value.filter((member) => member.messageCount > 0).length)
 const otherMemberAvatar = computed(() => {
-  if (!session.value || memberActivity.value.length === 0) return null
+  if (!session.value) return null
+  if (session.value.memberAvatar) return session.value.memberAvatar
+  if (memberActivity.value.length === 0) return null
 
   if (session.value.ownerId) {
     const otherMember = memberActivity.value.find((member) => member.platformId !== session.value?.ownerId)
@@ -79,14 +86,20 @@ watch(
 </script>
 
 <template>
-  <div class="flex h-full flex-col dark:bg-page-dark" style="padding-top: var(--titlebar-area-height)">
-    <LoadingState
-      v-if="isInitialLoad"
-      variant="page"
-      :text="t(route.name === 'private-chat' ? 'analysis.privateChat.loading' : 'analysis.groupChat.loading')"
-    />
+  <div class="relative flex h-full flex-col dark:bg-page-dark" style="padding-top: var(--titlebar-area-height)">
+    <div
+      v-if="isSessionSwitching"
+      data-testid="session-switch-loading"
+      class="absolute inset-0 z-20 flex cursor-wait items-center justify-center bg-page-bg/15 backdrop-blur-[1.5px] dark:bg-page-dark/15"
+      :style="{ paddingTop: 'var(--titlebar-area-height)' }"
+      role="status"
+      aria-live="polite"
+      :aria-label="t('common.loading')"
+    >
+      <InsightLoadingDots />
+    </div>
 
-    <template v-else-if="session">
+    <template v-if="session">
       <SessionAnalysisHeader
         v-model:active-tab="activeTab"
         v-model:time-range-value="timeRangeValue"
@@ -103,10 +116,15 @@ watch(
         :initial-time-state="initialTimeState"
         :show-session-actions="false"
         @update:full-range="fullTimeRange = $event"
+        @time-range-initialized="handleTimeRangeInitialized"
       />
 
       <div class="relative min-h-0 flex-1" :class="activeTab === 'ai-chat' ? 'overflow-hidden' : 'overflow-y-auto'">
-        <LoadingState v-if="isLoading && activeTab !== 'ai-chat'" variant="overlay" :text="t('common.loading')" />
+        <LoadingState
+          v-if="isLoading && activeTab !== 'ai-chat' && !isSessionSwitching"
+          variant="overlay"
+          :text="t('common.loading')"
+        />
 
         <SessionInsights
           v-if="activeTab === 'insights'"
@@ -132,7 +150,7 @@ watch(
       </div>
     </template>
 
-    <div v-else class="flex h-full flex-col items-center justify-center gap-3 px-6 text-center">
+    <div v-else-if="!isInitialLoad" class="flex h-full flex-col items-center justify-center gap-3 px-6 text-center">
       <p class="text-sm text-gray-500 dark:text-gray-400">{{ loadErrorText }}</p>
       <UButton size="sm" variant="soft" to="/">{{ t('common.back') }}</UButton>
     </div>
diff --git a/src/components/UI/InsightLoadingDots.vue b/src/components/UI/InsightLoadingDots.vue
new file mode 100644
index 00000000..342e2b46
--- /dev/null
+++ b/src/components/UI/InsightLoadingDots.vue
@@ -0,0 +1,61 @@
+<template>
+  <svg class="insight-loading-dots" viewBox="0 0 35 14" width="35" height="14" aria-hidden="true" focusable="false">
+    <circle class="insight-loading-dots__dot fill-primary-500" cx="6" cy="8" r="2.5" />
+    <circle class="insight-loading-dots__dot fill-primary-500" cx="17.5" cy="8" r="2.5" />
+    <circle class="insight-loading-dots__dot fill-primary-500" cx="29" cy="8" r="2.5" />
+  </svg>
+</template>
+
+<style scoped>
+.insight-loading-dots {
+  display: block;
+  overflow: visible;
+}
+
+.insight-loading-dots__dot {
+  opacity: 0.6;
+  transform-box: fill-box;
+  transform-origin: center;
+  animation: insight-loading-dot 760ms linear infinite;
+}
+
+.insight-loading-dots__dot:nth-child(2) {
+  animation-delay: 110ms;
+}
+
+.insight-loading-dots__dot:nth-child(3) {
+  animation-delay: 220ms;
+}
+
+@keyframes insight-loading-dot {
+  0%,
+  100% {
+    opacity: 0.6;
+    transform: translateY(0);
+  }
+
+  18% {
+    opacity: 0.6;
+    transform: translateY(0);
+    animation-timing-function: cubic-bezier(0.2, 0.75, 0.35, 1);
+  }
+
+  36% {
+    opacity: 1;
+    transform: translateY(-3px);
+    animation-timing-function: cubic-bezier(0.35, 0, 0.25, 1);
+  }
+
+  62% {
+    opacity: 0.6;
+    transform: translateY(0);
+  }
+}
+
+@media (prefers-reduced-motion: reduce) {
+  .insight-loading-dots__dot {
+    opacity: 0.8;
+    animation: none;
+  }
+}
+</style>
diff --git a/src/components/UI/InsightViewTransition.vue b/src/components/UI/InsightViewTransition.vue
new file mode 100644
index 00000000..2e7193dc
--- /dev/null
+++ b/src/components/UI/InsightViewTransition.vue
@@ -0,0 +1,221 @@
+<script setup lang="ts">
+import { computed, inject, nextTick, onBeforeUnmount, provide, ref, watch } from 'vue'
+import type { Ref } from 'vue'
+import InsightLoadingDots from './InsightLoadingDots.vue'
+import { insightViewLoadingCoordinatorKey } from './insight-view-loading'
+
+type PaneId = 'primary' | 'secondary'
+type TransitionPhase = 'idle' | 'waiting' | 'revealing'
+
+const props = defineProps<{
+  activeKey: string
+}>()
+
+defineSlots<{
+  default(props: { viewKey: string }): unknown
+}>()
+
+const primaryKey = ref<string | null>(props.activeKey)
+const secondaryKey = ref<string | null>(null)
+const activePane = ref<PaneId>('primary')
+const phase = ref<TransitionPhase>('idle')
+const pendingLoaders = ref(0)
+const sessionSwitchLoading = inject<Ref<boolean> | null>('session-switch-loading', null)
+
+const displayedKey = computed(() => (activePane.value === 'primary' ? primaryKey.value : secondaryKey.value))
+const pendingPane = computed<PaneId>(() => (activePane.value === 'primary' ? 'secondary' : 'primary'))
+const isTransitioning = computed(() => phase.value !== 'idle')
+const showIndicator = computed(() => phase.value === 'waiting' && !sessionSwitchLoading?.value)
+
+provide(insightViewLoadingCoordinatorKey, {
+  register: registerPageLoader,
+  suppress: isTransitioning,
+})
+
+let transitionVersion = 0
+let revealTimer: ReturnType<typeof setTimeout> | null = null
+
+function clearRevealTimer() {
+  if (revealTimer) clearTimeout(revealTimer)
+  revealTimer = null
+}
+
+function registerPageLoader() {
+  const version = transitionVersion
+  let registered = true
+  pendingLoaders.value++
+
+  return () => {
+    if (!registered) return
+    registered = false
+    // 旧面板或上一次快速切换留下的 Loading，不得阻塞当前目标视图。
+    if (version !== transitionVersion) return
+    pendingLoaders.value = Math.max(0, pendingLoaders.value - 1)
+  }
+}
+
+function setPaneKey(pane: PaneId, key: string | null) {
+  if (pane === 'primary') primaryKey.value = key
+  else secondaryKey.value = key
+}
+
+function paneClass(pane: PaneId) {
+  const isActive = pane === activePane.value
+  return {
+    'insight-view-transition__pane--active': isActive && phase.value === 'idle',
+    'insight-view-transition__pane--waiting': isActive && phase.value === 'waiting',
+    'insight-view-transition__pane--outgoing': isActive && phase.value === 'revealing',
+    'insight-view-transition__pane--pending': !isActive && phase.value === 'waiting',
+    'insight-view-transition__pane--incoming': !isActive && phase.value === 'revealing',
+  }
+}
+
+async function revealWhenReady(version: number) {
+  // LoadingState 在子组件 mounted 时登记；等待两轮渲染，避免把尚未登记的视图误判为同步完成。
+  await nextTick()
+  await nextTick()
+  if (version !== transitionVersion || phase.value !== 'waiting' || pendingLoaders.value > 0) return
+
+  phase.value = 'revealing'
+  revealTimer = setTimeout(() => {
+    if (version !== transitionVersion) return
+    const previousPane = activePane.value
+    activePane.value = pendingPane.value
+    setPaneKey(previousPane, null)
+    phase.value = 'idle'
+    revealTimer = null
+  }, 180)
+}
+
+function beginTransition(nextKey: string) {
+  const version = ++transitionVersion
+  clearRevealTimer()
+  pendingLoaders.value = 0
+
+  if (nextKey === displayedKey.value) {
+    setPaneKey(pendingPane.value, null)
+    phase.value = 'idle'
+    return
+  }
+
+  setPaneKey(pendingPane.value, nextKey)
+  phase.value = 'waiting'
+  void revealWhenReady(version)
+}
+
+watch(
+  () => props.activeKey,
+  (nextKey) => beginTransition(nextKey)
+)
+
+watch(pendingLoaders, (count) => {
+  if (count === 0 && phase.value === 'waiting') void revealWhenReady(transitionVersion)
+})
+
+onBeforeUnmount(() => {
+  transitionVersion++
+  clearRevealTimer()
+})
+</script>
+
+<template>
+  <div class="insight-view-transition" :aria-busy="isTransitioning">
+    <div v-if="showIndicator" class="insight-view-transition__indicator" aria-hidden="true">
+      <InsightLoadingDots />
+    </div>
+
+    <div
+      v-if="primaryKey"
+      class="insight-view-transition__pane"
+      :class="paneClass('primary')"
+      :inert="activePane !== 'primary' || isTransitioning"
+      :aria-hidden="activePane !== 'primary'"
+    >
+      <slot :view-key="primaryKey" />
+    </div>
+
+    <div
+      v-if="secondaryKey"
+      class="insight-view-transition__pane"
+      :class="paneClass('secondary')"
+      :inert="activePane !== 'secondary' || isTransitioning"
+      :aria-hidden="activePane !== 'secondary'"
+    >
+      <slot :view-key="secondaryKey" />
+    </div>
+  </div>
+</template>
+
+<style scoped>
+.insight-view-transition {
+  position: relative;
+  min-height: 100%;
+}
+
+.insight-view-transition__indicator {
+  position: sticky;
+  z-index: 3;
+  top: calc(50% - 0.4375rem);
+  display: flex;
+  height: 0;
+  align-items: center;
+  justify-content: center;
+  pointer-events: none;
+}
+
+.insight-view-transition__pane {
+  width: 100%;
+  transition:
+    opacity 180ms ease,
+    filter 180ms ease;
+}
+
+.insight-view-transition__pane--active {
+  position: relative;
+  opacity: 1;
+  filter: none;
+}
+
+.insight-view-transition__pane--waiting {
+  position: relative;
+  opacity: 0.52;
+  filter: blur(1.5px);
+  pointer-events: none;
+  user-select: none;
+}
+
+.insight-view-transition__pane--pending,
+.insight-view-transition__pane--incoming {
+  position: absolute;
+  z-index: 1;
+  inset: 0;
+  pointer-events: none;
+}
+
+.insight-view-transition__pane--pending {
+  opacity: 0;
+}
+
+.insight-view-transition__pane--outgoing {
+  position: relative;
+  opacity: 0;
+  filter: blur(2px);
+  pointer-events: none;
+}
+
+.insight-view-transition__pane--incoming {
+  opacity: 1;
+  filter: none;
+}
+
+@media (prefers-reduced-motion: reduce) {
+  .insight-view-transition__pane {
+    transition: none;
+  }
+
+  .insight-view-transition__pane--waiting,
+  .insight-view-transition__pane--outgoing {
+    filter: none;
+  }
+}
+</style>
diff --git a/src/components/UI/LoadingState.vue b/src/components/UI/LoadingState.vue
index 210c94a5..794c0077 100644
--- a/src/components/UI/LoadingState.vue
+++ b/src/components/UI/LoadingState.vue
@@ -4,7 +4,8 @@
  * 支持行内加载、页面加载和蒙层覆盖
  */
 
-import { computed } from 'vue'
+import { computed, ref } from 'vue'
+import { useInsightViewLoading } from './insight-view-loading'
 
 const props = withDefaults(
   defineProps<{
@@ -33,10 +34,15 @@ const containerClass = computed(() => {
       return `${base} ${props.height || 'py-8'}`
   }
 })
+
+const pageLoadingCoordinator = useInsightViewLoading(ref(true))
+const isCoordinatedPageLoading = computed(
+  () => pageLoadingCoordinator !== null && (pageLoadingCoordinator.suppress?.value ?? true)
+)
 </script>
 
 <template>
-  <div :class="containerClass" role="status" aria-live="polite">
+  <div v-if="!isCoordinatedPageLoading" :class="containerClass" role="status" aria-live="polite">
     <div class="flex flex-col items-center justify-center text-center">
       <UIcon name="i-heroicons-arrow-path" class="h-6 w-6 animate-spin text-pink-500" />
       <p v-if="text" class="mt-2 text-sm text-gray-500">{{ text }}</p>
diff --git a/src/components/UI/index.ts b/src/components/UI/index.ts
index 4be89bf2..4034e1b3 100644
--- a/src/components/UI/index.ts
+++ b/src/components/UI/index.ts
@@ -9,6 +9,7 @@ export { default as SectionCard } from './SectionCard.vue'
 export { default as StatCard } from './StatCard.vue'
 export { default as EmptyState } from './EmptyState.vue'
 export { default as LoadingState } from './LoadingState.vue'
+export { default as InsightViewTransition } from './InsightViewTransition.vue'
 export { default as StartupLoading } from './StartupLoading.vue'
 export { default as Tabs } from './Tabs.vue'
 export { default as UITabs } from './Tabs.vue'
diff --git a/src/components/UI/insight-view-loading.test.ts b/src/components/UI/insight-view-loading.test.ts
new file mode 100644
index 00000000..3226f59a
--- /dev/null
+++ b/src/components/UI/insight-view-loading.test.ts
@@ -0,0 +1,33 @@
+import assert from 'node:assert/strict'
+import test from 'node:test'
+import { ref } from 'vue'
+import { createInsightViewLoadingBinding } from './insight-view-loading'
+
+test('keeps custom async views registered until their loading state finishes', async () => {
+  const pendingLoaders = ref(0)
+  const binding = createInsightViewLoadingBinding({
+    register: () => {
+      pendingLoaders.value++
+      let active = true
+      return () => {
+        if (!active) return
+        active = false
+        pendingLoaders.value--
+      }
+    },
+  })
+
+  binding.sync(true)
+  binding.sync(true)
+  await Promise.resolve()
+  await Promise.resolve()
+
+  assert.equal(pendingLoaders.value, 1)
+
+  binding.sync(false)
+  assert.equal(pendingLoaders.value, 0)
+
+  binding.sync(true)
+  binding.dispose()
+  assert.equal(pendingLoaders.value, 0)
+})
diff --git a/src/components/UI/insight-view-loading.ts b/src/components/UI/insight-view-loading.ts
new file mode 100644
index 00000000..48aec9ac
--- /dev/null
+++ b/src/components/UI/insight-view-loading.ts
@@ -0,0 +1,48 @@
+import { inject, onBeforeUnmount, watch } from 'vue'
+import type { InjectionKey, Ref } from 'vue'
+
+export interface InsightViewLoadingCoordinator {
+  register: () => () => void
+  suppress?: Readonly<Ref<boolean>>
+}
+
+export interface InsightViewLoadingBinding {
+  sync: (loading: boolean) => void
+  dispose: () => void
+}
+
+export const insightViewLoadingCoordinatorKey: InjectionKey<InsightViewLoadingCoordinator> = Symbol(
+  'insight-view-loading-coordinator'
+)
+
+export function createInsightViewLoadingBinding(
+  coordinator: InsightViewLoadingCoordinator | null
+): InsightViewLoadingBinding {
+  let unregister: (() => void) | null = null
+
+  function release() {
+    unregister?.()
+    unregister = null
+  }
+
+  return {
+    sync(loading) {
+      if (loading) {
+        if (!unregister && coordinator) unregister = coordinator.register()
+        return
+      }
+      release()
+    },
+    dispose: release,
+  }
+}
+
+export function useInsightViewLoading(loading: Readonly<Ref<boolean>>): InsightViewLoadingCoordinator | null {
+  const coordinator = inject(insightViewLoadingCoordinatorKey, null)
+  const binding = createInsightViewLoadingBinding(coordinator)
+
+  watch(loading, (value) => binding.sync(value), { immediate: true, flush: 'sync' })
+  onBeforeUnmount(binding.dispose)
+
+  return coordinator
+}
diff --git a/src/components/analysis/quotes/WordcloudTab.vue b/src/components/analysis/quotes/WordcloudTab.vue
index 8478b6ed..27b792c7 100644
--- a/src/components/analysis/quotes/WordcloudTab.vue
+++ b/src/components/analysis/quotes/WordcloudTab.vue
@@ -4,6 +4,7 @@ import { useI18n } from 'vue-i18n'
 const EChartWordcloud = defineAsyncComponent(() => import('@/components/charts/EChartWordcloud.vue'))
 import type { EChartWordcloudData } from '@/components/charts'
 import { LoadingState, UITabs, SectionCard } from '@/components/UI'
+import { useInsightViewLoading } from '@/components/UI/insight-view-loading'
 import TopicProfileCard from './TopicProfileCard.vue'
 import SharedTopicsCard from './SharedTopicsCard.vue'
 import type { WordFrequencyItem, PosTagStat } from './topicProfileTypes'
@@ -48,7 +49,8 @@ const props = withDefaults(
   }
 )
 
-const isLoading = ref(false)
+const isLoading = ref(true)
+useInsightViewLoading(isLoading)
 // 完整词表：按最大档一次性获取并缓存，切换词数时本地切片，避免重复请求与重复分词
 const allWords = ref<WordFrequencyItem[]>([])
 const stats = ref({
diff --git a/src/components/analysis/relationships/ClusterView.vue b/src/components/analysis/relationships/ClusterView.vue
index 95d7060c..26096317 100644
--- a/src/components/analysis/relationships/ClusterView.vue
+++ b/src/components/analysis/relationships/ClusterView.vue
@@ -12,6 +12,7 @@ import { TooltipComponent, GridComponent, VisualMapComponent } from 'echarts/com
 import { CanvasRenderer } from 'echarts/renderers'
 import type { EChartsOption } from 'echarts'
 import { ThemeCard } from '@/components/UI'
+import { useInsightViewLoading } from '@/components/UI/insight-view-loading'
 import { useDataService } from '@/services/data/service'
 import type { ClusterGraphData, ClusterGraphOptions } from '@/types/analysis'
 import type { TimeFilter } from '@openchatlab/shared-types'
@@ -29,6 +30,7 @@ const isDark = computed(() => colorMode.value === 'dark')
 
 // 数据状态
 const isLoading = ref(true)
+useInsightViewLoading(isLoading)
 const graphData = ref<ClusterGraphData | null>(null)
 
 // 视图模式
diff --git a/src/components/analysis/relationships/InteractionView.vue b/src/components/analysis/relationships/InteractionView.vue
index 54673255..53263289 100644
--- a/src/components/analysis/relationships/InteractionView.vue
+++ b/src/components/analysis/relationships/InteractionView.vue
@@ -7,6 +7,7 @@ import { ref, watch } from 'vue'
 import { useI18n } from 'vue-i18n'
 import { EChartGraph } from '@/components/charts'
 import type { EChartGraphData } from '@/components/charts'
+import { useInsightViewLoading } from '@/components/UI/insight-view-loading'
 import { useDataService } from '@/services/data/service'
 import type { TimeFilter } from '@openchatlab/shared-types'
 
@@ -19,6 +20,7 @@ const { t } = useI18n()
 
 // 数据状态
 const isLoading = ref(true)
+useInsightViewLoading(isLoading)
 const graphData = ref<EChartGraphData>({ nodes: [], links: [], maxLinkValue: 0 })
 
 // 布局切换
diff --git a/src/components/common/TimeSelect.vue b/src/components/common/TimeSelect.vue
index 5ccb29d0..baf8e4dc 100644
--- a/src/components/common/TimeSelect.vue
+++ b/src/components/common/TimeSelect.vue
@@ -1,5 +1,5 @@
 <script setup lang="ts">
-import { ref, computed, watch, onMounted } from 'vue'
+import { ref, computed, watch, onMounted, onBeforeUnmount } from 'vue'
 import { useI18n } from 'vue-i18n'
 import dayjs from 'dayjs'
 import { formatDateRange } from '@/utils'
@@ -63,9 +63,10 @@ const props = withDefaults(defineProps<Props>(), {
 })
 
 const emit = defineEmits<{
-  (e: 'update:modelValue', value: TimeRangeValue): void
+  (e: 'update:modelValue', value: TimeRangeValue | null): void
   (e: 'update:fullRange', value: { start: number; end: number } | null): void
   (e: 'update:availableYears', value: number[]): void
+  (e: 'initializationComplete', hasRange: boolean): void
 }>()
 
 const { t } = useI18n()
@@ -95,6 +96,8 @@ const customEndDate = ref<string>('')
 
 // 是否正在内部初始化（防止 watcher 重复 emit）
 const isInitializing = ref(false)
+// 会话切换时忽略上一数据源的迟到结果，避免旧请求通知当前页面已完成初始化。
+let loadVersion = 0
 
 // ==================== 工具函数 ====================
 
@@ -392,15 +395,19 @@ const customEndModel = computed({
 // ==================== 数据加载 ====================
 
 async function loadData() {
+  const currentLoadVersion = ++loadVersion
   if (!props.rangeSource && !props.sessionId) {
     availableYears.value = []
     fullTimeRange.value = null
+    emit('update:modelValue', null)
     emit('update:fullRange', null)
     emit('update:availableYears', [])
     isLoaded.value = true
+    emit('initializationComplete', false)
     return
   }
 
+  let hasRange = false
   try {
     let years: number[]
     let range: { start: number; end: number } | null
@@ -414,8 +421,11 @@ async function loadData() {
         adapter.getTimeRange(props.sessionId!),
       ])
     }
+    if (currentLoadVersion !== loadVersion) return
+
     availableYears.value = years
     fullTimeRange.value = range
+    hasRange = range !== null
     emit('update:fullRange', range)
     emit('update:availableYears', years)
 
@@ -464,24 +474,33 @@ async function loadData() {
     }
     isInitializing.value = false
 
-    emitCurrentValue()
+    if (hasRange) emitCurrentValue()
+    else emit('update:modelValue', null)
   } catch (error) {
+    if (currentLoadVersion !== loadVersion) return
     console.error('TimeSelect 加载数据失败:', error)
     availableYears.value = []
     fullTimeRange.value = null
+    emit('update:modelValue', null)
     emit('update:fullRange', null)
     emit('update:availableYears', [])
   } finally {
-    isLoaded.value = true
+    if (currentLoadVersion === loadVersion) {
+      isLoaded.value = true
+      emit('initializationComplete', hasRange)
+    }
   }
 }
 
-onMounted(() => loadData())
+onMounted(() => void loadData())
+onBeforeUnmount(() => {
+  loadVersion++
+})
 watch(
   () => buildTimeSelectSourceKey(props.sessionId, props.rangeSource),
   () => {
     isLoaded.value = false
-    loadData()
+    void loadData()
   }
 )
 </script>
diff --git a/src/components/layout/session/SessionAnalysisHeader.vue b/src/components/layout/session/SessionAnalysisHeader.vue
index 9439f60d..3421db11 100644
--- a/src/components/layout/session/SessionAnalysisHeader.vue
+++ b/src/components/layout/session/SessionAnalysisHeader.vue
@@ -39,6 +39,7 @@ const emit = defineEmits<{
   (e: 'openChatRecord'): void
   (e: 'update:fullRange', value: { start: number; end: number } | null): void
   (e: 'update:availableYears', value: number[]): void
+  (e: 'timeRangeInitialized', hasRange: boolean): void
 }>()
 
 const { t } = useI18n()
@@ -106,16 +107,17 @@ const navigationItems = computed(() =>
 
     <div class="mt-3 flex flex-col items-stretch gap-2 sm:flex-row sm:items-center sm:justify-between sm:gap-3">
       <PageTabs v-model="activeTab" class="min-w-0 shrink" :items="navigationItems" />
-      <!-- AI 对话和实验室都不使用这里的时间范围筛选，因此在这些一级 Tab 下隐藏。 -->
+      <!-- 不使用时间范围的一级 Tab 不挂载筛选器，避免发起无关查询。 -->
       <div class="max-w-full overflow-x-auto scrollbar-hide">
         <TimeSelect
+          v-if="timeSelectVisible"
           v-model="timeRangeValue"
           :session-id="currentSessionId ?? undefined"
-          :visible="timeSelectVisible"
           :initial-state="initialTimeState"
           size="sm"
           @update:full-range="emit('update:fullRange', $event)"
           @update:available-years="emit('update:availableYears', $event)"
+          @initialization-complete="emit('timeRangeInitialized', $event)"
         />
       </div>
     </div>
diff --git a/src/composables/useSessionAnalysisPageBase.test.ts b/src/composables/useSessionAnalysisPageBase.test.ts
index 9f15ae00..d82973cf 100644
--- a/src/composables/useSessionAnalysisPageBase.test.ts
+++ b/src/composables/useSessionAnalysisPageBase.test.ts
@@ -1,6 +1,6 @@
 import assert from 'node:assert/strict'
 import test from 'node:test'
-import { effectScope, reactive, ref } from 'vue'
+import { effectScope, nextTick, reactive, ref } from 'vue'
 import type { RouteLocationNormalizedLoaded, Router } from 'vue-router'
 import { MessageType } from '@/types/base'
 import type { DailyActivity, HourlyActivity, MemberActivity } from '@/types/analysis'
@@ -20,6 +20,10 @@ function createDeferred<T>(): Deferred<T> {
   return { promise, resolve }
 }
 
+function createDeferredLoads<T>(count: number): Deferred<T>[] {
+  return Array.from({ length: count }, () => createDeferred<T>())
+}
+
 function createMember(name: string): MemberActivity {
   return {
     memberId: 1,
@@ -30,6 +34,10 @@ function createMember(name: string): MemberActivity {
   }
 }
 
+async function flushPromises() {
+  await new Promise<void>((resolve) => setImmediate(resolve))
+}
+
 test('only the latest analysis load may update results and loading state', async (t) => {
   await t.mock.module('@/utils', {
     namedExports: {
@@ -38,17 +46,14 @@ test('only the latest analysis load may update results and loading state', async
   })
   const { useSessionAnalysisPageBase } = await import('./useSessionAnalysisPageBase')
 
-  const memberLoads = [createDeferred<MemberActivity[]>(), createDeferred<MemberActivity[]>()]
-  const hourlyLoads = [createDeferred<HourlyActivity[]>(), createDeferred<HourlyActivity[]>()]
-  const dailyLoads = [createDeferred<DailyActivity[]>(), createDeferred<DailyActivity[]>()]
-  const typeLoads = [
-    createDeferred<Array<{ type: MessageType; count: number }>>(),
-    createDeferred<Array<{ type: MessageType; count: number }>>(),
-  ]
+  const memberLoads = createDeferredLoads<MemberActivity[]>(2)
+  const hourlyLoads = createDeferredLoads<HourlyActivity[]>(2)
+  const dailyLoads = createDeferredLoads<DailyActivity[]>(2)
+  const typeLoads = createDeferredLoads<Array<{ type: MessageType; count: number }>>(2)
   let loadIndex = 0
 
   registerAdapter('data', {
-    getSession: async () => null,
+    getSession: async () => ({ id: 'session-one' }),
     getMemberActivity: () => memberLoads[loadIndex]!.promise,
     getHourlyActivity: () => hourlyLoads[loadIndex]!.promise,
     getDailyActivity: () => dailyLoads[loadIndex]!.promise,
@@ -72,6 +77,8 @@ test('only the latest analysis load may update results and loading state', async
     })
   )!
 
+  assert.equal(page.isSessionSwitching.value, true)
+
   const staleLoad = page.loadAnalysisData()
   const latestLoad = page.loadAnalysisData()
 
@@ -83,6 +90,7 @@ test('only the latest analysis load may update results and loading state', async
 
   assert.equal(page.memberActivity.value.length, 0)
   assert.equal(page.isLoading.value, true)
+  assert.equal(page.isSessionSwitching.value, true)
 
   memberLoads[1]!.resolve([createMember('latest')])
   hourlyLoads[1]!.resolve([{ hour: 2, messageCount: 2 }])
@@ -93,4 +101,142 @@ test('only the latest analysis load may update results and loading state', async
   assert.equal(page.memberActivity.value[0]?.name, 'latest')
   assert.deepEqual(page.hourlyActivity.value, [{ hour: 2, messageCount: 2 }])
   assert.equal(page.isLoading.value, false)
+  assert.equal(page.isSessionSwitching.value, false)
+})
+
+test('session loading coordinates required data, missing ranges, and non-analysis tabs', async (t) => {
+  await t.mock.module('@/utils', {
+    namedExports: {
+      formatLocalizedDate: () => '',
+    },
+  })
+  const { useSessionAnalysisPageBase } = await import('./useSessionAnalysisPageBase')
+
+  const sessionLoads = createDeferredLoads<{ id: string } | null>(4)
+  const memberLoads = createDeferredLoads<MemberActivity[]>(4)
+  const hourlyLoads = createDeferredLoads<HourlyActivity[]>(4)
+  const dailyLoads = createDeferredLoads<DailyActivity[]>(4)
+  const typeLoads = createDeferredLoads<Array<{ type: MessageType; count: number }>>(4)
+  let sessionLoadIndex = 0
+  let analysisLoadIndex = 0
+
+  registerAdapter('data', {
+    getSession: () => sessionLoads[sessionLoadIndex++]!.promise,
+    getMemberActivity: () => memberLoads[analysisLoadIndex]!.promise,
+    getHourlyActivity: () => hourlyLoads[analysisLoadIndex]!.promise,
+    getDailyActivity: () => dailyLoads[analysisLoadIndex]!.promise,
+    getMessageTypeDistribution: () => typeLoads[analysisLoadIndex++]!.promise,
+  } as unknown as DataAdapter)
+
+  t.mock.method(console, 'warn', () => undefined)
+  const scope = effectScope()
+  t.after(() => scope.stop())
+  const route = reactive({ params: { id: 'session-one' }, query: {} }) as unknown as RouteLocationNormalizedLoaded
+  const router = { replace: async () => undefined } as unknown as Router
+  const currentSessionId = ref<string | null>('session-one')
+  const page = scope.run(() =>
+    useSessionAnalysisPageBase({
+      route,
+      router,
+      currentSessionId,
+      selectSession: () => undefined,
+      defaultTab: 'insights',
+      validTabIds: ['insights', 'ranking', 'ai-chat'],
+    })
+  )!
+
+  const firstAnalysisLoad = page.loadAnalysisData()
+  memberLoads[0]!.resolve([createMember('session-one')])
+  hourlyLoads[0]!.resolve([])
+  dailyLoads[0]!.resolve([])
+  typeLoads[0]!.resolve([])
+  await firstAnalysisLoad
+
+  assert.equal(page.session.value?.id ?? null, null)
+  assert.equal(page.isSessionSwitching.value, true)
+
+  sessionLoads[0]!.resolve({ id: 'session-one' })
+  await flushPromises()
+
+  assert.equal(page.session.value?.id, 'session-one')
+  assert.equal(page.isSessionSwitching.value, false)
+
+  currentSessionId.value = 'session-two'
+  await nextTick()
+  sessionLoads[1]!.resolve({ id: 'session-two' })
+  await flushPromises()
+
+  assert.equal(page.session.value?.id, 'session-two')
+  assert.equal(page.isSessionSwitching.value, true)
+
+  const secondAnalysisLoad = page.loadAnalysisData()
+  memberLoads[1]!.resolve([createMember('session-two')])
+  hourlyLoads[1]!.resolve([])
+  dailyLoads[1]!.resolve([])
+  typeLoads[1]!.resolve([])
+  await secondAnalysisLoad
+
+  assert.equal(page.memberActivity.value[0]?.name, 'session-two')
+  assert.equal(page.isSessionSwitching.value, false)
+
+  currentSessionId.value = 'session-three'
+  await nextTick()
+  sessionLoads[2]!.resolve({ id: 'session-three' })
+  await flushPromises()
+
+  assert.equal(page.isSessionSwitching.value, true)
+  page.handleTimeRangeInitialized(false)
+  memberLoads[2]!.resolve([createMember('session-three')])
+  hourlyLoads[2]!.resolve([])
+  dailyLoads[2]!.resolve([])
+  typeLoads[2]!.resolve([])
+  await flushPromises()
+
+  assert.equal(page.memberActivity.value[0]?.name, 'session-three')
+  assert.equal(page.isSessionSwitching.value, false)
+
+  page.activeTab.value = 'ranking'
+  await nextTick()
+
+  assert.equal(page.isLoading.value, false)
+  assert.equal(analysisLoadIndex, 3)
+
+  page.activeTab.value = 'ai-chat'
+  await nextTick()
+  currentSessionId.value = 'session-four'
+  await nextTick()
+  sessionLoads[3]!.resolve({ id: 'session-four' })
+  await flushPromises()
+
+  assert.equal(page.isSessionSwitching.value, false)
+  assert.equal(page.isLoading.value, false)
+  page.timeRangeValue.value = {
+    startTs: 1,
+    endTs: 2,
+    displayLabel: 'test',
+    isFullRange: false,
+    state: { mode: 'custom', customStart: '1970-01-01', customEnd: '1970-01-01' },
+  }
+  await nextTick()
+
+  assert.equal(analysisLoadIndex, 3)
+
+  page.timeRangeValue.value = null
+  page.activeTab.value = 'insights'
+  await nextTick()
+
+  assert.equal(page.isLoading.value, true)
+  assert.equal(analysisLoadIndex, 3)
+
+  page.handleTimeRangeInitialized(false)
+  assert.equal(analysisLoadIndex, 4)
+
+  memberLoads[3]!.resolve([createMember('session-four')])
+  hourlyLoads[3]!.resolve([])
+  dailyLoads[3]!.resolve([])
+  typeLoads[3]!.resolve([])
+  await flushPromises()
+
+  assert.equal(page.memberActivity.value[0]?.name, 'session-four')
+  assert.equal(page.isLoading.value, false)
 })
diff --git a/src/composables/useSessionAnalysisPageBase.ts b/src/composables/useSessionAnalysisPageBase.ts
index 4ed8c058..4f0c1538 100644
--- a/src/composables/useSessionAnalysisPageBase.ts
+++ b/src/composables/useSessionAnalysisPageBase.ts
@@ -31,12 +31,21 @@ export function useSessionAnalysisPageBase(options: UseSessionAnalysisPageBaseOp
 
   const isLoading = ref(true)
   const isInitialLoad = ref(true)
+  const isSessionSwitching = ref(true)
   const session = ref<AnalysisSession | null>(null)
   const memberActivity = ref<MemberActivity[]>([])
   const hourlyActivity = ref<HourlyActivity[]>([])
   const dailyActivity = ref<DailyActivity[]>([])
   const messageTypes = ref<Array<{ type: MessageType; count: number }>>([])
+  let baseLoadVersion = 0
   let analysisLoadVersion = 0
+  let baseDataReady = false
+  let analysisDataReady = false
+
+  function finishSessionSwitchIfReady() {
+    if (!isSessionSwitching.value || !baseDataReady) return
+    if (!session.value || analysisDataReady) isSessionSwitching.value = false
+  }
 
   function resolveActiveTabFromRoute(): string {
     const routeTab = route.query.tab as string | undefined
@@ -45,6 +54,8 @@ export function useSessionAnalysisPageBase(options: UseSessionAnalysisPageBaseOp
   }
 
   const activeTab = ref(resolveActiveTabFromRoute())
+  const activeTabUsesOverviewAnalytics = computed(() => activeTab.value === 'insights')
+  const activeTabUsesTimeRange = computed(() => ['insights', 'ranking'].includes(activeTab.value))
 
   watch(
     activeTab,
@@ -60,12 +71,16 @@ export function useSessionAnalysisPageBase(options: UseSessionAnalysisPageBaseOp
     { immediate: true }
   )
 
-  const { timeRangeValue, fullTimeRange, availableYears, timeFilter, initialTimeState } = useTimeSelect(route, router, {
-    activeTab,
-    isInitialLoad,
-    currentSessionId,
-    onTimeRangeChange: () => loadAnalysisData(),
-  })
+  const { timeRangeValue, fullTimeRange, availableYears, timeFilter, initialTimeState, resetTimeRange } = useTimeSelect(
+    route,
+    router,
+    {
+      activeTab,
+      isInitialLoad,
+      currentSessionId,
+      onTimeRangeChange: () => loadAnalysisData(),
+    }
+  )
 
   function syncSession() {
     const id = route.params.id as string
@@ -77,22 +92,19 @@ export function useSessionAnalysisPageBase(options: UseSessionAnalysisPageBaseOp
     }
   }
 
-  async function loadBaseData() {
-    if (!currentSessionId.value) return
-
-    try {
-      const sessionData = await useDataService().getSession(currentSessionId.value)
-      session.value = sessionData
-    } catch (error) {
-      console.error('加载基础数据失败:', error)
-    }
-  }
-
   async function loadAnalysisData() {
     const sessionId = currentSessionId.value
     if (!sessionId) return
 
     const loadVersion = ++analysisLoadVersion
+    if (!activeTabUsesOverviewAnalytics.value) {
+      isLoading.value = false
+      analysisDataReady = true
+      finishSessionSwitchIfReady()
+      return
+    }
+
+    if (isSessionSwitching.value) analysisDataReady = false
     isLoading.value = true
 
     try {
@@ -119,18 +131,58 @@ export function useSessionAnalysisPageBase(options: UseSessionAnalysisPageBaseOp
     } finally {
       if (loadVersion === analysisLoadVersion) {
         isLoading.value = false
+        analysisDataReady = true
+        finishSessionSwitchIfReady()
       }
     }
   }
 
-  async function loadData() {
-    if (!currentSessionId.value) return
-
-    isInitialLoad.value = true
-    await loadBaseData()
-    isInitialLoad.value = false
+  function handleTimeRangeInitialized(hasRange: boolean) {
+    if (hasRange) return
+    timeRangeValue.value = null
+    void loadAnalysisData()
   }
 
+  async function loadData() {
+    const sessionId = currentSessionId.value
+    if (!sessionId) return
+
+    const loadVersion = ++baseLoadVersion
+    isInitialLoad.value = true
+    try {
+      const sessionData = await useDataService().getSession(sessionId)
+      if (loadVersion !== baseLoadVersion || currentSessionId.value !== sessionId) return
+      session.value = sessionData
+    } catch (error) {
+      if (loadVersion === baseLoadVersion && currentSessionId.value === sessionId) {
+        session.value = null
+        console.error('加载基础数据失败:', error)
+      }
+    } finally {
+      if (loadVersion === baseLoadVersion && currentSessionId.value === sessionId) {
+        isInitialLoad.value = false
+        baseDataReady = true
+        finishSessionSwitchIfReady()
+      }
+    }
+  }
+
+  watch(activeTab, () => {
+    if (!activeTabUsesOverviewAnalytics.value) {
+      analysisLoadVersion++
+      abortAnalyticsRequests()
+      isLoading.value = false
+      if (!activeTabUsesTimeRange.value) {
+        analysisDataReady = true
+        finishSessionSwitchIfReady()
+      }
+      return
+    }
+
+    isLoading.value = true
+    if (currentSessionId.value && timeRangeValue.value) void loadAnalysisData()
+  })
+
   watch(
     () => route.params.id,
     () => {
@@ -150,9 +202,14 @@ export function useSessionAnalysisPageBase(options: UseSessionAnalysisPageBaseOp
     currentSessionId,
     () => {
       analysisLoadVersion++
+      resetTimeRange()
+      baseDataReady = false
+      analysisDataReady = !activeTabUsesTimeRange.value
+      isLoading.value = activeTabUsesOverviewAnalytics.value
+      isSessionSwitching.value = true
       // 切换会话时，上一会话的分析请求立即作废（切换后子 Tab 会按新 key 重挂并重新取数）。
       abortAnalyticsRequests()
-      loadData()
+      void loadData()
     },
     { immediate: true }
   )
@@ -165,6 +222,7 @@ export function useSessionAnalysisPageBase(options: UseSessionAnalysisPageBaseOp
     activeTab,
     isLoading,
     isInitialLoad,
+    isSessionSwitching,
     session,
     memberActivity,
     hourlyActivity,
@@ -178,6 +236,7 @@ export function useSessionAnalysisPageBase(options: UseSessionAnalysisPageBaseOp
     syncSession,
     loadData,
     loadAnalysisData,
+    handleTimeRangeInitialized,
   }
 }
 
diff --git a/src/pages/group-chat/components/insights/GroupChatInsights.vue b/src/pages/group-chat/components/insights/GroupChatInsights.vue
index d759dd2b..1bad585f 100644
--- a/src/pages/group-chat/components/insights/GroupChatInsights.vue
+++ b/src/pages/group-chat/components/insights/GroupChatInsights.vue
@@ -1,5 +1,5 @@
 <script setup lang="ts">
-import { ref, computed } from 'vue'
+import { computed, ref } from 'vue'
 import { useI18n } from 'vue-i18n'
 import { SectionTabs } from '@/components/navigation'
 import UserSelect from '@/components/common/UserSelect.vue'
@@ -11,6 +11,7 @@ import type { TimeFilter } from '@openchatlab/shared-types'
 import type { AnalysisSession, MessageType } from '@/types/base'
 import type { DailyActivity, HourlyActivity, MemberActivity } from '@/types/analysis'
 import GroupChatOverview from './GroupChatOverview.vue'
+import { InsightViewTransition } from '@/components/UI'
 
 const { t } = useI18n()
 
@@ -67,55 +68,41 @@ const viewTimeFilter = computed(() => ({
       </template>
     </SectionTabs>
 
-    <div class="flex-1 min-h-0 overflow-y-auto">
-      <Transition name="fade" mode="out-in">
-        <GroupChatOverview
-          v-if="activeSubTab === 'overview'"
-          :session="props.session"
-          :member-activity="props.memberActivity"
-          :message-types="props.messageTypes"
-          :hourly-activity="props.hourlyActivity"
-          :daily-activity="props.dailyActivity"
-          :time-range="props.timeRange"
-          :filtered-message-count="props.filteredMessageCount"
-          :filtered-member-count="props.filteredMemberCount"
-          :time-filter="props.timeFilter"
-        />
-        <TypeAnalysisView
-          v-else-if="activeSubTab === 'type-analysis'"
-          :session-id="props.sessionId"
-          :session-name="props.session.name"
-          :time-filter="viewTimeFilter"
-        />
-        <TimeAnalysisView
-          v-else-if="activeSubTab === 'time-analysis'"
-          :session-id="props.sessionId"
-          :session-name="props.session.name"
-          :time-filter="viewTimeFilter"
-        />
-        <WordcloudTab
-          v-else-if="activeSubTab === 'topic'"
-          :session-id="props.sessionId"
-          :time-filter="props.timeFilter"
-        />
-        <GroupRelationships
-          v-else-if="activeSubTab === 'group-relationships'"
-          :session-id="props.sessionId"
-          :time-filter="viewTimeFilter"
-        />
-      </Transition>
+    <div class="min-h-0 flex-1 overflow-y-auto">
+      <InsightViewTransition :active-key="activeSubTab">
+        <template #default="{ viewKey }">
+          <GroupChatOverview
+            v-if="viewKey === 'overview'"
+            :session="props.session"
+            :member-activity="props.memberActivity"
+            :message-types="props.messageTypes"
+            :hourly-activity="props.hourlyActivity"
+            :daily-activity="props.dailyActivity"
+            :time-range="props.timeRange"
+            :filtered-message-count="props.filteredMessageCount"
+            :filtered-member-count="props.filteredMemberCount"
+            :time-filter="props.timeFilter"
+          />
+          <TypeAnalysisView
+            v-else-if="viewKey === 'type-analysis'"
+            :session-id="props.sessionId"
+            :session-name="props.session.name"
+            :time-filter="viewTimeFilter"
+          />
+          <TimeAnalysisView
+            v-else-if="viewKey === 'time-analysis'"
+            :session-id="props.sessionId"
+            :session-name="props.session.name"
+            :time-filter="viewTimeFilter"
+          />
+          <WordcloudTab v-else-if="viewKey === 'topic'" :session-id="props.sessionId" :time-filter="props.timeFilter" />
+          <GroupRelationships
+            v-else-if="viewKey === 'group-relationships'"
+            :session-id="props.sessionId"
+            :time-filter="viewTimeFilter"
+          />
+        </template>
+      </InsightViewTransition>
     </div>
   </div>
 </template>
-
-<style scoped>
-.fade-enter-active,
-.fade-leave-active {
-  transition: opacity 0.15s ease;
-}
-
-.fade-enter-from,
-.fade-leave-to {
-  opacity: 0;
-}
-</style>
diff --git a/src/pages/group-chat/index.vue b/src/pages/group-chat/index.vue
index b5bbf05a..6d8e2712 100644
--- a/src/pages/group-chat/index.vue
+++ b/src/pages/group-chat/index.vue
@@ -1,5 +1,5 @@
 <script setup lang="ts">
-import { ref, computed, defineAsyncComponent } from 'vue'
+import { ref, computed, defineAsyncComponent, provide } from 'vue'
 import { useRoute, useRouter } from 'vue-router'
 import { storeToRefs } from 'pinia'
 import { useI18n } from 'vue-i18n'
@@ -17,7 +17,8 @@ import OwnerPromptModal from '@/components/analysis/member/OwnerPromptModal.vue'
 import IncrementalImportModal from '@/components/analysis/IncrementalImportModal.vue'
 const MessageExportModal = defineAsyncComponent(() => import('@/components/MessageExport/MessageExportModal.vue'))
 import ActionToolsPanel from '@/components/layout/ActionToolsPanel.vue'
-import LoadingState from '@/components/UI/LoadingState.vue'
+import { LoadingState } from '@/components/UI'
+import InsightLoadingDots from '@/components/UI/InsightLoadingDots.vue'
 import { useSessionStore } from '@/stores/session'
 import { useLayoutStore } from '@/stores/layout'
 import { useSettingsStore } from '@/stores/settings'
@@ -74,6 +75,7 @@ const {
   activeTab,
   isLoading,
   isInitialLoad,
+  isSessionSwitching,
   session,
   memberActivity,
   hourlyActivity,
@@ -85,6 +87,7 @@ const {
   timeFilter,
   initialTimeState,
   loadData,
+  handleTimeRangeInitialized,
 } = useSessionAnalysisPageBase({
   route,
   router,
@@ -94,6 +97,8 @@ const {
   validTabIds: allTabIds.value,
 })
 
+provide('session-switch-loading', isSessionSwitching)
+
 // 当前筛选后的消息总数
 const filteredMessageCount = computed(() => {
   return memberActivity.value.reduce((sum, m) => sum + m.messageCount, 0)
@@ -106,12 +111,21 @@ const filteredMemberCount = computed(() => {
 </script>
 
 <template>
-  <div class="flex h-full flex-col dark:bg-page-dark" style="padding-top: var(--titlebar-area-height)">
-    <!-- Loading State -->
-    <LoadingState v-if="isInitialLoad" variant="page" :text="t('analysis.groupChat.loading')" />
+  <div class="relative flex h-full flex-col dark:bg-page-dark" style="padding-top: var(--titlebar-area-height)">
+    <div
+      v-if="isSessionSwitching"
+      data-testid="group-chat-switch-loading"
+      class="absolute inset-0 z-20 flex cursor-wait items-center justify-center bg-page-bg/15 backdrop-blur-[1.5px] dark:bg-page-dark/15"
+      :style="{ paddingTop: 'var(--titlebar-area-height)' }"
+      role="status"
+      aria-live="polite"
+      :aria-label="t('common.loading')"
+    >
+      <InsightLoadingDots />
+    </div>
 
     <!-- Content -->
-    <template v-else-if="session">
+    <template v-if="session">
       <SessionAnalysisHeader
         v-model:active-tab="activeTab"
         v-model:time-range-value="timeRangeValue"
@@ -127,12 +141,13 @@ const filteredMemberCount = computed(() => {
         @open-chat-record="openChatRecordViewer"
         @update:full-range="fullTimeRange = $event"
         @update:available-years="availableYears = $event"
+        @time-range-initialized="handleTimeRangeInitialized"
       />
 
       <!-- Tab Content -->
       <div class="relative flex-1 overflow-y-auto">
         <!-- Loading Overlay -->
-        <LoadingState v-if="isLoading" variant="overlay" />
+        <LoadingState v-if="isLoading && !isSessionSwitching" variant="overlay" />
 
         <div class="h-full">
           <Transition name="tab-slide" mode="out-in">
@@ -194,7 +209,7 @@ const filteredMemberCount = computed(() => {
     </template>
 
     <!-- Empty State -->
-    <div v-else class="flex h-full items-center justify-center">
+    <div v-else-if="!isInitialLoad" class="flex h-full items-center justify-center">
       <p class="text-gray-500">{{ t('analysis.groupChat.loadError') }}</p>
     </div>
 
diff --git a/src/pages/private-chat/components/insights/PrivateChatInsights.vue b/src/pages/private-chat/components/insights/PrivateChatInsights.vue
index 391946c8..6420b1c6 100644
--- a/src/pages/private-chat/components/insights/PrivateChatInsights.vue
+++ b/src/pages/private-chat/components/insights/PrivateChatInsights.vue
@@ -1,5 +1,5 @@
 <script setup lang="ts">
-import { ref, computed } from 'vue'
+import { computed, ref } from 'vue'
 import { useI18n } from 'vue-i18n'
 import { SectionTabs } from '@/components/navigation'
 import UserSelect from '@/components/common/UserSelect.vue'
@@ -11,6 +11,7 @@ import { WordcloudTab, LanguagePreferenceTab } from '@/components/analysis/quote
 import type { TimeFilter } from '@openchatlab/shared-types'
 import type { AnalysisSession, MessageType } from '@/types/base'
 import type { DailyActivity, HourlyActivity, MemberActivity } from '@/types/analysis'
+import { InsightViewTransition } from '@/components/UI'
 import PrivateChatOverview from './PrivateChatOverview.vue'
 
 const { t } = useI18n()
@@ -65,67 +66,57 @@ const viewTimeFilter = computed(() => ({
       </template>
     </SectionTabs>
 
-    <div class="flex-1 min-h-0 overflow-auto">
-      <Transition name="fade" mode="out-in">
-        <PrivateChatOverview
-          v-if="activeSubTab === 'overview'"
-          :session="props.session"
-          :member-activity="props.memberActivity"
-          :message-types="props.messageTypes"
-          :hourly-activity="props.hourlyActivity"
-          :daily-activity="props.dailyActivity"
-          :time-range="props.timeRange"
-          :filtered-message-count="props.filteredMessageCount"
-          :filtered-member-count="props.filteredMemberCount"
-          :time-filter="props.timeFilter"
-        />
-        <TypeAnalysisView
-          v-else-if="activeSubTab === 'type-analysis'"
-          :session-id="props.sessionId"
-          :session-name="props.session.name"
-          :time-filter="viewTimeFilter"
-        />
-        <TimeAnalysisView
-          v-else-if="activeSubTab === 'time-analysis'"
-          :session-id="props.sessionId"
-          :session-name="props.session.name"
-          :time-filter="viewTimeFilter"
-        />
-        <PrivateRelationshipView
-          v-else-if="activeSubTab === 'relationship'"
-          :session-id="props.sessionId"
-          :time-filter="props.timeFilter"
-        />
-        <JourneyView
-          v-else-if="activeSubTab === 'journey'"
-          :session-id="props.sessionId"
-          :time-filter="props.timeFilter"
-          :time-range="props.timeRange"
-        />
-        <WordcloudTab
-          v-else-if="activeSubTab === 'topic'"
-          :session-id="props.sessionId"
-          :time-filter="props.timeFilter"
-          :show-shared-topics="true"
-        />
-        <LanguagePreferenceTab
-          v-else-if="activeSubTab === 'language-preference'"
-          :session-id="props.sessionId"
-          :time-filter="props.timeFilter"
-        />
-      </Transition>
+    <div class="min-h-0 flex-1 overflow-auto">
+      <InsightViewTransition :active-key="activeSubTab">
+        <template #default="{ viewKey }">
+          <PrivateChatOverview
+            v-if="viewKey === 'overview'"
+            :session="props.session"
+            :member-activity="props.memberActivity"
+            :message-types="props.messageTypes"
+            :hourly-activity="props.hourlyActivity"
+            :daily-activity="props.dailyActivity"
+            :time-range="props.timeRange"
+            :filtered-message-count="props.filteredMessageCount"
+            :filtered-member-count="props.filteredMemberCount"
+            :time-filter="props.timeFilter"
+          />
+          <TypeAnalysisView
+            v-else-if="viewKey === 'type-analysis'"
+            :session-id="props.sessionId"
+            :session-name="props.session.name"
+            :time-filter="viewTimeFilter"
+          />
+          <TimeAnalysisView
+            v-else-if="viewKey === 'time-analysis'"
+            :session-id="props.sessionId"
+            :session-name="props.session.name"
+            :time-filter="viewTimeFilter"
+          />
+          <PrivateRelationshipView
+            v-else-if="viewKey === 'relationship'"
+            :session-id="props.sessionId"
+            :time-filter="props.timeFilter"
+          />
+          <JourneyView
+            v-else-if="viewKey === 'journey'"
+            :session-id="props.sessionId"
+            :time-filter="props.timeFilter"
+            :time-range="props.timeRange"
+          />
+          <WordcloudTab
+            v-else-if="viewKey === 'topic'"
+            :session-id="props.sessionId"
+            :time-filter="props.timeFilter"
+            :show-shared-topics="true"
+          />
+          <LanguagePreferenceTab
+            v-else-if="viewKey === 'language-preference'"
+            :session-id="props.sessionId"
+            :time-filter="props.timeFilter"
+          />
+        </template>
+      </InsightViewTransition>
     </div>
   </div>
 </template>
-
-<style scoped>
-.fade-enter-active,
-.fade-leave-active {
-  transition: opacity 0.15s ease;
-}
-
-.fade-enter-from,
-.fade-leave-to {
-  opacity: 0;
-}
-</style>
diff --git a/src/pages/private-chat/index.vue b/src/pages/private-chat/index.vue
index 4450e376..4ff04d47 100644
--- a/src/pages/private-chat/index.vue
+++ b/src/pages/private-chat/index.vue
@@ -1,5 +1,5 @@
 <script setup lang="ts">
-import { ref, computed, defineAsyncComponent } from 'vue'
+import { ref, computed, defineAsyncComponent, provide } from 'vue'
 import { useRoute, useRouter } from 'vue-router'
 import { storeToRefs } from 'pinia'
 import { useI18n } from 'vue-i18n'
@@ -15,7 +15,8 @@ import OwnerPromptModal from '@/components/analysis/member/OwnerPromptModal.vue'
 import IncrementalImportModal from '@/components/analysis/IncrementalImportModal.vue'
 const MessageExportModal = defineAsyncComponent(() => import('@/components/MessageExport/MessageExportModal.vue'))
 import ActionToolsPanel from '@/components/layout/ActionToolsPanel.vue'
-import LoadingState from '@/components/UI/LoadingState.vue'
+import { LoadingState } from '@/components/UI'
+import InsightLoadingDots from '@/components/UI/InsightLoadingDots.vue'
 import { useSessionStore } from '@/stores/session'
 import { useLayoutStore } from '@/stores/layout'
 import { useSettingsStore } from '@/stores/settings'
@@ -69,6 +70,7 @@ const {
   activeTab,
   isLoading,
   isInitialLoad,
+  isSessionSwitching,
   session,
   memberActivity,
   hourlyActivity,
@@ -79,6 +81,7 @@ const {
   timeFilter,
   initialTimeState,
   loadAnalysisData,
+  handleTimeRangeInitialized,
 } = useSessionAnalysisPageBase({
   route,
   router,
@@ -88,6 +91,8 @@ const {
   validTabIds: tabs.value.map((tab) => tab.id),
 })
 
+provide('session-switch-loading', isSessionSwitching)
+
 // 当前筛选后的消息总数
 const filteredMessageCount = computed(() => {
   return memberActivity.value.reduce((sum, m) => sum + m.messageCount, 0)
@@ -100,7 +105,9 @@ const filteredMemberCount = computed(() => {
 
 // 获取对方头像
 const otherMemberAvatar = computed(() => {
-  if (!session.value || memberActivity.value.length === 0) return null
+  if (!session.value) return null
+  if (session.value.memberAvatar) return session.value.memberAvatar
+  if (memberActivity.value.length === 0) return null
 
   // 1. 优先尝试排除 ownerId
   if (session.value.ownerId) {
@@ -124,12 +131,21 @@ const otherMemberAvatar = computed(() => {
 </script>
 
 <template>
-  <div class="flex h-full flex-col dark:bg-page-dark" style="padding-top: var(--titlebar-area-height)">
-    <!-- Loading State -->
-    <LoadingState v-if="isInitialLoad" variant="page" :text="t('analysis.privateChat.loading')" />
+  <div class="relative flex h-full flex-col dark:bg-page-dark" style="padding-top: var(--titlebar-area-height)">
+    <div
+      v-if="isSessionSwitching"
+      data-testid="private-chat-switch-loading"
+      class="absolute inset-0 z-20 flex cursor-wait items-center justify-center bg-page-bg/15 backdrop-blur-[1.5px] dark:bg-page-dark/15"
+      :style="{ paddingTop: 'var(--titlebar-area-height)' }"
+      role="status"
+      aria-live="polite"
+      :aria-label="t('common.loading')"
+    >
+      <InsightLoadingDots />
+    </div>
 
     <!-- Content -->
-    <template v-else-if="session">
+    <template v-if="session">
       <SessionAnalysisHeader
         v-model:active-tab="activeTab"
         v-model:time-range-value="timeRangeValue"
@@ -144,12 +160,13 @@ const otherMemberAvatar = computed(() => {
         @open-member-management="showMemberManagementModal = true"
         @open-chat-record="openChatRecordViewer"
         @update:full-range="fullTimeRange = $event"
+        @time-range-initialized="handleTimeRangeInitialized"
       />
 
       <!-- Tab Content -->
       <div class="relative flex-1 overflow-y-auto">
         <!-- Loading Overlay -->
-        <LoadingState v-if="isLoading" variant="overlay" :text="t('common.loading')" />
+        <LoadingState v-if="isLoading && !isSessionSwitching" variant="overlay" :text="t('common.loading')" />
 
         <div class="h-full">
           <Transition name="tab-slide" mode="out-in">
@@ -206,7 +223,7 @@ const otherMemberAvatar = computed(() => {
     </template>
 
     <!-- Empty State -->
-    <div v-else class="flex h-full items-center justify-center">
+    <div v-else-if="!isInitialLoad" class="flex h-full items-center justify-center">
       <p class="text-gray-500">{{ t('analysis.privateChat.loadError') }}</p>
     </div>