diff --git a/Web/src/App.vue b/Web/src/App.vue
index f33095f..c474b8f 100644
--- a/Web/src/App.vue
+++ b/Web/src/App.vue
@@ -113,11 +113,13 @@ onMounted(() => {
 
 setInterval(() => {
   messageStore.updateUnreadCount()
-}, 30 * 1000) // 每30秒更新一次未读消息数
+}, 60 * 1000) // 每60秒更新一次未读消息数
 
 // 监听路由变化调整
 watch(() => route.path, (newPath) => {
   setActive(newPath)
+
+  messageStore.updateUnreadCount()
 })
 
 const setActive = (path) => {
diff --git a/Web/src/components/Bill/BillForm.vue b/Web/src/components/Bill/BillForm.vue
index aa8259d..a8870ad 100644
--- a/Web/src/components/Bill/BillForm.vue
+++ b/Web/src/components/Bill/BillForm.vue
@@ -90,7 +90,7 @@
 </template>
 
 <script setup>
-import { ref, onMounted, watch } from 'vue'
+import { ref, onMounted, watch, nextTick } from 'vue'
 import { showToast } from 'vant'
 import dayjs from 'dayjs'
 import ClassifySelector from '@/components/ClassifySelector.vue'
@@ -122,6 +122,7 @@ const form = ref({
 })
 
 const categoryName = ref('')
+const isSyncing = ref(false)
 
 // 弹窗控制
 const showDatePicker = ref(false)
@@ -134,6 +135,7 @@ const currentTime = ref(dayjs().format('HH:mm').split(':'))
 // 初始化数据
 const initForm = async () => {
   if (props.initialData) {
+    isSyncing.value = true
     const { occurredAt, amount, reason, type, classify } = props.initialData
     
     if (occurredAt) {
@@ -152,6 +154,10 @@ const initForm = async () => {
     if (classify) {
       categoryName.value = classify
     }
+
+    nextTick(() => {
+      isSyncing.value = false
+    })
   }
 }
 
@@ -165,7 +171,9 @@ watch(() => props.initialData, () => {
 }, { deep: true })
 
 const handleTypeChange = (newType) => {
-  categoryName.value = ''
+  if (!isSyncing.value) {
+    categoryName.value = ''
+  }
 }
 
 const onConfirmDate = ({ selectedValues }) => {
diff --git a/Web/src/components/Budget/BudgetCard.vue b/Web/src/components/Budget/BudgetCard.vue
index 28bec8c..c36ec4c 100644
--- a/Web/src/components/Budget/BudgetCard.vue
+++ b/Web/src/components/Budget/BudgetCard.vue
@@ -15,6 +15,9 @@
                 </van-tag>
               </slot>
               <h3 class="card-title">{{ budget.name }}</h3>
+              <span v-if="budget.selectedCategories?.length" class="card-subtitle">
+                ({{ budget.selectedCategories.join('、') }})
+              </span>
             </div>
           <van-icon name="arrow-down" class="expand-icon" />
         </div>
@@ -85,6 +88,18 @@
           </div>
           
           <div class="budget-body">
+            <div v-if="budget.selectedCategories?.length" class="category-tags">
+              <van-tag 
+                v-for="cat in budget.selectedCategories" 
+                :key="cat"
+                size="mini"
+                class="category-tag"
+                plain
+                round
+              >
+                {{ cat }}
+              </van-tag>
+            </div>
             <div class="amount-info">
               <slot name="amount-info"></slot>
             </div>
@@ -425,12 +440,29 @@ const timePercentage = computed(() => {
   display: flex;
   align-items: center;
   gap: 8px;
+  min-width: 0;
+  flex: 1;
 }
 
 .card-title {
   margin: 0;
   font-size: 16px;
   font-weight: 600;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  flex-shrink: 0;
+  max-width: 120px;
+}
+
+.card-subtitle {
+  font-size: 12px;
+  color: #969799;
+  font-weight: normal;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  flex: 1;
 }
 
 .header-actions {
@@ -438,6 +470,18 @@ const timePercentage = computed(() => {
   gap: 8px;
 }
 
+.category-tags {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 4px;
+  margin: 8px 0 4px;
+}
+
+.category-tag {
+  opacity: 0.7;
+  font-size: 10px;
+}
+
 .amount-info {
   display: flex;
   justify-content: space-between;
diff --git a/Web/src/components/TransactionDetail.vue b/Web/src/components/TransactionDetail.vue
index 299d7de..b1674fb 100644
--- a/Web/src/components/TransactionDetail.vue
+++ b/Web/src/components/TransactionDetail.vue
@@ -55,7 +55,7 @@
 
           <van-field name="type" label="交易类型">
             <template #input>
-              <van-radio-group v-model="editForm.type" direction="horizontal">
+              <van-radio-group v-model="editForm.type" direction="horizontal" @change="handleTypeChange">
                 <van-radio :name="0">支出</van-radio>
                 <van-radio :name="1">收入</van-radio>
                 <van-radio :name="2">不计</van-radio>
@@ -149,7 +149,7 @@
 </template>
 
 <script setup>
-import { ref, reactive, watch, defineProps, defineEmits, computed } from 'vue'
+import { ref, reactive, watch, defineProps, defineEmits, computed, nextTick } from 'vue'
 import { showToast, showConfirmDialog } from 'vant'
 import dayjs from 'dayjs'
 import PopupContainer from '@/components/PopupContainer.vue'
@@ -171,6 +171,7 @@ const emit = defineEmits(['update:show', 'save'])
 
 const visible = ref(false)
 const submitting = ref(false)
+const isSyncing = ref(false)
 
 // 日期选择相关
 const showDatePicker = ref(false)
@@ -201,6 +202,7 @@ watch(() => props.show, (newVal) => {
 
 watch(() => props.transaction, (newVal) => {
   if (newVal) {
+    isSyncing.value = true
     // 填充编辑表单
     editForm.id = newVal.id
     editForm.reason = newVal.reason || ''
@@ -216,6 +218,11 @@ watch(() => props.transaction, (newVal) => {
       currentDate.value = dt.format('YYYY-MM-DD').split('-')
       currentTime.value = dt.format('HH:mm').split(':')
     }
+
+    // 在下一个 tick 结束同步状态，确保 van-radio-group 的 @change 已触发完毕
+    nextTick(() => {
+      isSyncing.value = false
+    })
   }
 })
 
@@ -223,6 +230,13 @@ watch(visible, (newVal) => {
   emit('update:show', newVal)
 })
 
+// 处理类型切换
+const handleTypeChange = () => {
+  if (!isSyncing.value) {
+    editForm.classify = ''
+  }
+}
+
 // 处理日期确认
 const onConfirmDate = ({ selectedValues }) => {
   const dateStr = selectedValues.join('-')
@@ -241,12 +255,6 @@ const onConfirmTime = ({ selectedValues }) => {
   showTimePicker.value = false
 }
 
-// 监听交易类型变化，重新加载分类
-watch(() => editForm.type, (newVal) => {
-  // 清空已选的分类
-  editForm.classify = ''
-})
-
 const applySuggestion = () => {
   if (props.transaction.unconfirmedClassify) {
     editForm.classify = props.transaction.unconfirmedClassify
diff --git a/Web/src/views/BudgetView.vue b/Web/src/views/BudgetView.vue
index 6830ecc..d6934ee 100644
--- a/Web/src/views/BudgetView.vue
+++ b/Web/src/views/BudgetView.vue
@@ -25,7 +25,7 @@
           :title="activeTabTitle" 
           :get-value-class="getValueClass" 
         />
-        <div class="scroll-content">
+        <van-pull-refresh v-model="isRefreshing" class="scroll-content" @refresh="onRefresh">
           <div class="budget-list">
             <template v-if="expenseBudgets?.length > 0">
               <van-swipe-cell v-for="budget in expenseBudgets" :key="budget.id">
@@ -66,7 +66,7 @@
             <van-empty v-else description="暂无支出预算" />
           </div>
           <div style="height: calc(50px + env(safe-area-inset-bottom, 0px))"></div>
-        </div>
+        </van-pull-refresh>
       </van-tab>
 
       <van-tab title="收入" :name="BudgetCategory.Income">
@@ -76,7 +76,7 @@
           :title="activeTabTitle" 
           :get-value-class="getValueClass" 
         />
-        <div class="scroll-content">
+        <van-pull-refresh v-model="isRefreshing" class="scroll-content" @refresh="onRefresh">
           <div class="budget-list">
             <template v-if="incomeBudgets?.length > 0">
               <van-swipe-cell v-for="budget in incomeBudgets" :key="budget.id">
@@ -117,11 +117,11 @@
             <van-empty v-else description="暂无收入预算" />
           </div>
           <div style="height: calc(50px + env(safe-area-inset-bottom, 0px))"></div>
-        </div>
+        </van-pull-refresh>
       </van-tab>
 
       <van-tab title="存款" :name="BudgetCategory.Savings">
-        <div class="scroll-content" style="padding-top:4px">
+        <van-pull-refresh v-model="isRefreshing" class="scroll-content" style="padding-top:4px" @refresh="onRefresh">
           <div class="budget-list">
             <template v-if="savingsBudgets?.length > 0">
               <BudgetCard 
@@ -155,7 +155,7 @@
             <van-empty v-else description="暂无存款计划" />
           </div>
           <div style="height: calc(50px + env(safe-area-inset-bottom, 0px))"></div>
-        </div>
+        </van-pull-refresh>
       </van-tab>
     </van-tabs>
 
@@ -183,6 +183,7 @@ import SavingsConfigPopup from '@/components/Budget/SavingsConfigPopup.vue'
 const activeTab = ref(BudgetCategory.Expense)
 const budgetEditRef = ref(null)
 const savingsConfigRef = ref(null)
+const isRefreshing = ref(false)
 
 const expenseBudgets = ref([])
 const incomeBudgets = ref([])
@@ -229,6 +230,16 @@ const fetchBudgetList = async () => {
   }
 }
 
+const onRefresh = async () => {
+  try {
+    await Promise.all([fetchBudgetList(), fetchCategoryStats()])
+  } catch (err) {
+    console.error('刷新失败', err)
+  } finally {
+    isRefreshing.value = false
+  }
+}
+
 const fetchCategoryStats = async () => {
   try {
     const res = await getCategoryStats(activeTab.value)
@@ -364,6 +375,11 @@ const handleDelete = (budget) => {
   margin: 0 12px 12px;
 }
 
+.scroll-content {
+  flex: 1;
+  overflow-y: auto;
+}
+
 .delete-button {
   height: 100%;
 }
diff --git a/Web/src/views/MessageView.vue b/Web/src/views/MessageView.vue
index 54e04c1..2638b47 100644
--- a/Web/src/views/MessageView.vue
+++ b/Web/src/views/MessageView.vue
@@ -53,11 +53,11 @@
       <div v-else class="detail-content">
         {{ currentMessage.content }}
       </div>
-      <div v-if="currentMessage.url" class="detail-footer" style="padding: 16px;">
-        <van-button type="primary" block @click="handleUrlJump(currentMessage.url)">
+      <template v-if="currentMessage.url && currentMessage.messageType === 1" #footer>
+        <van-button type="primary" block round @click="handleUrlJump(currentMessage.url)">
           查看详情
         </van-button>
-      </div>
+      </template>
     </PopupContainer>
   </div>
 </template>
@@ -144,11 +144,6 @@ const viewDetail = async (item) => {
     }
   }
 
-  if (item.messageType === 1) {
-    handleUrlJump(item.url || item.content);
-    return;
-  }
-  
   currentMessage.value = item;
   detailVisible.value = true;
 };