diff --git a/src/views/admin/AdminView.vue b/src/views/admin/AdminView.vue
index 63d2426..0e4c1df 100644
--- a/src/views/admin/AdminView.vue
+++ b/src/views/admin/AdminView.vue
@@ -1,5 +1,5 @@
 <script setup lang="ts">
-import { computed, onMounted, ref } from 'vue'
+import { computed, onMounted, ref, watch } from 'vue'
 import { NAlert, NButton, NEmpty, NIcon, NSkeleton, NTag, useMessage } from 'naive-ui'
 import { Check, Eye, EyeOff, Refresh, Trash, X } from '@vicons/tabler'
 import ImageDetailModal from '@/components/cloud/ImageDetailModal.vue'
@@ -63,6 +63,7 @@ const dashboardStats = ref<DashboardStats>({
 const users = ref<Profile[]>([])
 const images = ref<AdminCloud[]>([])
 const selectedReviewIds = ref<Set<string>>(new Set())
+const selectedImageIds = ref<Set<string>>(new Set())
 const imageFilter = ref<ImageFilter>('all')
 const selectedImage = ref<AdminCloud | null>(null)
 
@@ -90,6 +91,11 @@ const filteredImages = computed(() => {
   if (imageFilter.value === 'all') return images.value
   return images.value.filter(item => item.status === imageFilter.value)
 })
+const selectedManagedCount = computed(() => selectedImageIds.value.size)
+
+watch(imageFilter, () => {
+  setSelectedImageIds([])
+})
 
 const cloudTypeStats = computed(() => {
   const counts = new Map<string, number>()
@@ -249,6 +255,7 @@ async function fetchImages() {
   if (error) throw error
   images.value = ((data || []) as Array<Record<string, unknown>>).map(toAdminCloud)
   selectedReviewIds.value = new Set([...selectedReviewIds.value].filter(id => images.value.some(item => item.id === id)))
+  selectedImageIds.value = new Set([...selectedImageIds.value].filter(id => images.value.some(item => item.id === id)))
 }
 
 async function loadAdminData() {
@@ -290,6 +297,28 @@ function toggleAllPendingSelection() {
   setSelectedReviewIds(pendingImages.value.map(item => item.id))
 }
 
+function setSelectedImageIds(ids: Iterable<string>) {
+  selectedImageIds.value = new Set(ids)
+}
+
+function toggleImageSelection(cloudId: string) {
+  const next = new Set(selectedImageIds.value)
+  if (next.has(cloudId)) {
+    next.delete(cloudId)
+  } else {
+    next.add(cloudId)
+  }
+  setSelectedImageIds(next)
+}
+
+function toggleAllFilteredImageSelection() {
+  if (selectedImageIds.value.size === filteredImages.value.length) {
+    setSelectedImageIds([])
+    return
+  }
+  setSelectedImageIds(filteredImages.value.map(item => item.id))
+}
+
 function patchImages(ids: string[], patch: Partial<AdminCloud>) {
   const idSet = new Set(ids)
   images.value = images.value.map(item => (idSet.has(item.id) ? { ...item, ...patch } : item))
@@ -321,6 +350,7 @@ async function updateCloudStatus(ids: string[], status: CloudStatus) {
 
     patchImages(ids, { status })
     setSelectedReviewIds([...selectedReviewIds.value].filter(id => !ids.includes(id)))
+    setSelectedImageIds([...selectedImageIds.value].filter(id => !ids.includes(id)))
     await fetchStats()
     message.success(`已${status === 'approved' ? '通过' : '拒绝'} ${ids.length} 张图片`)
   } catch (error) {
@@ -332,26 +362,28 @@ async function updateCloudStatus(ids: string[], status: CloudStatus) {
   }
 }
 
-async function toggleImageVisibility(cloud: AdminCloud) {
+async function updateImageVisibility(ids: string[], isHidden: boolean) {
+  if (!ids.length) return
+
   actionLoading.value = true
   loadError.value = ''
 
   try {
-    const nextHidden = !cloud.is_hidden
     const { data, error } = await supabase
       .from('clouds')
-      .update({ is_hidden: nextHidden })
-      .eq('id', cloud.id)
+      .update({ is_hidden: isHidden })
+      .in('id', ids)
       .select('id')
 
     if (error) throw error
-    if (!data?.length) {
+    if ((data || []).length !== ids.length) {
       throw new Error('图片可见性没有写入数据库，请检查管理员 UPDATE RLS policy。')
     }
 
-    patchImages([cloud.id], { is_hidden: nextHidden })
+    patchImages(ids, { is_hidden: isHidden })
+    setSelectedImageIds([...selectedImageIds.value].filter(id => !ids.includes(id)))
     await fetchStats()
-    message.success(nextHidden ? '图片已设为隐藏' : '图片已恢复公开')
+    message.success(isHidden ? `已隐藏 ${ids.length} 张图片` : `已公开 ${ids.length} 张图片`)
   } catch (error) {
     const text = getErrorMessage(error, '可见性更新失败')
     loadError.value = text
@@ -361,20 +393,45 @@ async function toggleImageVisibility(cloud: AdminCloud) {
   }
 }
 
-async function deleteImage(cloud: AdminCloud) {
-  const confirmed = window.confirm(`确定删除 ${cloud.cloudTypeName} 这张图片吗？删除后无法在页面中恢复。`)
+async function toggleImageVisibility(cloud: AdminCloud) {
+  await updateImageVisibility([cloud.id], !cloud.is_hidden)
+}
+
+async function deleteImages(clouds: AdminCloud[]) {
+  if (!clouds.length) return
+
+  const confirmed = window.confirm(
+    clouds.length === 1
+      ? `确定删除 ${clouds[0].cloudTypeName} 这张图片吗？删除后无法在页面中恢复。`
+      : `确定删除选中的 ${clouds.length} 张图片吗？删除后无法在页面中恢复。`,
+  )
   if (!confirmed) return
 
   actionLoading.value = true
   loadError.value = ''
 
   try {
-    await profileStore.deleteClouds(cloud.user_id, [cloud.id])
-    images.value = images.value.filter(item => item.id !== cloud.id)
-    if (selectedImage.value?.id === cloud.id) selectedImage.value = null
-    setSelectedReviewIds([...selectedReviewIds.value].filter(id => id !== cloud.id))
+    const idsToDelete = clouds.map(cloud => cloud.id)
+    const cloudsByUser = new Map<string, string[]>()
+
+    for (const cloud of clouds) {
+      const current = cloudsByUser.get(cloud.user_id) || []
+      current.push(cloud.id)
+      cloudsByUser.set(cloud.user_id, current)
+    }
+
+    for (const [userId, cloudIds] of cloudsByUser.entries()) {
+      await profileStore.deleteClouds(userId, cloudIds)
+    }
+
+    images.value = images.value.filter(item => !idsToDelete.includes(item.id))
+    if (selectedImage.value && idsToDelete.includes(selectedImage.value.id)) {
+      selectedImage.value = null
+    }
+    setSelectedReviewIds([...selectedReviewIds.value].filter(id => !idsToDelete.includes(id)))
+    setSelectedImageIds([...selectedImageIds.value].filter(id => !idsToDelete.includes(id)))
     await fetchStats()
-    message.success('图片已删除')
+    message.success(clouds.length === 1 ? '图片已删除' : `已删除 ${clouds.length} 张图片`)
   } catch (error) {
     const text = getErrorMessage(error, '图片删除失败')
     loadError.value = text
@@ -384,6 +441,10 @@ async function deleteImage(cloud: AdminCloud) {
   }
 }
 
+async function deleteImage(cloud: AdminCloud) {
+  await deleteImages([cloud])
+}
+
 async function updateUserRole(user: Profile, role: Profile['role']) {
   if (user.id === authStore.user?.id && role !== 'admin') {
     message.warning('不能移除自己的管理员权限')
@@ -702,15 +763,75 @@ onMounted(loadAdminData)
               <h2 class="text-xl font-bold text-slate-950">图片管理</h2>
               <p class="mt-1 text-sm text-slate-500">最近 {{ images.length }} 张图片，可调整审核状态、可见性或删除。</p>
             </div>
-            <select
-              v-model="imageFilter"
-              class="border border-slate-300 bg-white px-3 py-2 text-sm focus:border-sky-500 focus:outline-none focus:ring-2 focus:ring-sky-500"
-            >
-              <option value="all">全部状态</option>
-              <option value="pending">待审核</option>
-              <option value="approved">已通过</option>
-              <option value="rejected">已拒绝</option>
-            </select>
+            <div class="flex flex-wrap gap-2">
+              <select
+                v-model="imageFilter"
+                class="border border-slate-300 bg-white px-3 py-2 text-sm focus:border-sky-500 focus:outline-none focus:ring-2 focus:ring-sky-500"
+              >
+                <option value="all">全部状态</option>
+                <option value="pending">待审核</option>
+                <option value="approved">已通过</option>
+                <option value="rejected">已拒绝</option>
+              </select>
+              <NButton secondary strong type="default" class="oc-panel-button oc-panel-button--neutral" @click="toggleAllFilteredImageSelection">
+                {{ selectedManagedCount === filteredImages.length && filteredImages.length ? '取消全选' : '全选当前列表' }}
+              </NButton>
+              <NButton
+                secondary
+                strong
+                type="default"
+                class="oc-panel-button oc-panel-button--teal"
+                :disabled="!selectedManagedCount"
+                :loading="actionLoading"
+                @click="updateCloudStatus(Array.from(selectedImageIds), 'approved')"
+              >
+                批量通过 {{ selectedManagedCount || '' }}
+              </NButton>
+              <NButton
+                secondary
+                strong
+                type="default"
+                class="oc-panel-button oc-panel-button--danger"
+                :disabled="!selectedManagedCount"
+                :loading="actionLoading"
+                @click="updateCloudStatus(Array.from(selectedImageIds), 'rejected')"
+              >
+                批量拒绝 {{ selectedManagedCount || '' }}
+              </NButton>
+              <NButton
+                secondary
+                strong
+                type="default"
+                class="oc-panel-button oc-panel-button--amber"
+                :disabled="!selectedManagedCount"
+                :loading="actionLoading"
+                @click="updateImageVisibility(Array.from(selectedImageIds), true)"
+              >
+                批量隐藏 {{ selectedManagedCount || '' }}
+              </NButton>
+              <NButton
+                secondary
+                strong
+                type="default"
+                class="oc-panel-button oc-panel-button--teal"
+                :disabled="!selectedManagedCount"
+                :loading="actionLoading"
+                @click="updateImageVisibility(Array.from(selectedImageIds), false)"
+              >
+                批量公开 {{ selectedManagedCount || '' }}
+              </NButton>
+              <NButton
+                secondary
+                strong
+                type="default"
+                class="oc-panel-button oc-panel-button--danger"
+                :disabled="!selectedManagedCount"
+                :loading="actionLoading"
+                @click="deleteImages(filteredImages.filter(item => selectedImageIds.has(item.id)))"
+              >
+                批量删除 {{ selectedManagedCount || '' }}
+              </NButton>
+            </div>
           </div>
 
           <div v-if="filteredImages.length" class="grid gap-4 md:grid-cols-2 xl:grid-cols-3">
@@ -724,9 +845,17 @@ onMounted(loadAdminData)
                     <p class="truncate font-semibold text-slate-950">{{ item.cloudTypeName }}</p>
                     <p class="mt-1 truncate text-sm text-slate-500">{{ item.username }} · {{ item.location_name || '未填写位置' }}</p>
                   </div>
-                  <NTag size="small" :bordered="false" :class="statusMeta[item.status].chip">
-                    {{ statusMeta[item.status].label }}
-                  </NTag>
+                  <div class="flex items-start gap-2">
+                    <NTag size="small" :bordered="false" :class="statusMeta[item.status].chip">
+                      {{ statusMeta[item.status].label }}
+                    </NTag>
+                    <input
+                      type="checkbox"
+                      class="mt-0.5 h-5 w-5"
+                      :checked="selectedImageIds.has(item.id)"
+                      @change="toggleImageSelection(item.id)"
+                    />
+                  </div>
                 </div>
                 <div class="mt-4 flex flex-wrap gap-2">
                   <NButton size="small" type="default" secondary strong class="oc-panel-button oc-panel-button--neutral" @click="selectedImage = item">查看</NButton>