src/user_service/src/main/java/com/service/circle/service/NoticeService.java

@@ -157,9 +157,9 @@ public class NoticeService {
         Map<String, Object> lastMessage = recentMessages.get(0);
         java.sql.Timestamp lastCreatedAt = (java.sql.Timestamp) lastMessage.get("created_at");
 
-        // 如果最后一条消息是在1秒内发送的，且内容相同，则跳过
+        // 如果最后一条消息是在5秒内发送的，且内容相同，则跳过
         if (lastCreatedAt != null
-            && (now.getTime() - lastCreatedAt.getTime()) < 1000
+            && (now.getTime() - lastCreatedAt.getTime()) < 5000
             && content.equals(lastMessage.get("content"))) {
           System.out.println("⚠️ 跳过重复通知: userId=" + userId + ", type=" + messageType);
           return;

src/web_frontend/src/views/CirclePublishView.vue

@@ -15,6 +15,19 @@ import {
   searchPosts as apiSearchPosts
 } from '../api/posts.js'
 
+// 防抖函数：防止快速重复点击
+const debounce = (func, wait = 1000) => {
+  let timeout
+  return function executedFunction(...args) {
+    const later = () => {
+      clearTimeout(timeout)
+      func(...args)
+    }
+    clearTimeout(timeout)
+    timeout = setTimeout(later, wait)
+  }
+}
+
 const searchQuery = ref('')
 const pendingSearchQuery = ref('') // 待审核标签页搜索关键词
 const reviewedSearchQuery = ref('') // 已审核标签页搜索关键词
@@ -643,8 +656,8 @@ const handleStopAiReview = async () => {
   }
 }
 
-// 审核通过操作
-const handleApprovePost = async (postId) => {
+// 审核通过操作（原始函数）
+const handleApprovePostOriginal = async (postId) => {
   try {
     const response = await apiApprovePost(postId)
     if (response.success) {
@@ -674,6 +687,9 @@ const handleApprovePost = async (postId) => {
   }
 }
 
+// 审核通过操作（带防抖）
+const handleApprovePost = debounce(handleApprovePostOriginal, 1000)
+
 // 拒绝帖子操作
 const handleRejectPost = async (postId) => {
   try {
@@ -705,8 +721,8 @@ const handleRejectPost = async (postId) => {
   }
 }
 
-// 切换帖子状态（已审核表格）
-const togglePostStatus = async (post) => {
+// 切换帖子状态（已审核表格）（原始函数）
+const togglePostStatusOriginal = async (post) => {
   try {
     if (post.status === 'published') {
       const response = await apiRejectPost(post.id, '管理员修改状态')
@@ -769,6 +785,9 @@ const togglePostStatus = async (post) => {
   }
 }
 
+// 切换帖子状态（带防抖）
+const togglePostStatus = debounce(togglePostStatusOriginal, 1000)
+
 // 重置搜索 - 待审核
 const resetPendingSearch = () => {
   pendingSearchQuery.value = ''