diff --git a/app/src/main/java/com/xiaoqu/watch/service/manager/NotificationManager.kt b/app/src/main/java/com/xiaoqu/watch/service/manager/NotificationManager.kt
index da47fcc..69058d4 100644
--- a/app/src/main/java/com/xiaoqu/watch/service/manager/NotificationManager.kt
+++ b/app/src/main/java/com/xiaoqu/watch/service/manager/NotificationManager.kt
@@ -41,8 +41,18 @@ class NotificationManager @Inject constructor(
     private val _pendingTaskIds = mutableListOf<String>()
     val pendingTaskIds: List<String> get() = _pendingTaskIds.toList()
 
-    /** 未读任务数量 */
-    val pendingCount: Int get() = _pendingTaskIds.size
+    /** 未读任务数量（扣除已查看分类的增量） */
+    val pendingCount: Int get() = (_pendingTaskIds.size - acknowledgedCount).coerceAtLeast(0)
+
+    /** 已查看的卡片（status: 2=接单池, 3=待打卡, 4=待完成） */
+    val acknowledgedCards = mutableSetOf<Int>()
+
+    /** 每个分类的新增任务数（从 diffStats 记录） */
+    private val _cardIncrements = mutableMapOf<Int, Int>()
+
+    /** 已查看分类的任务总数 */
+    private val acknowledgedCount: Int
+        get() = acknowledgedCards.sumOf { _cardIncrements[it] ?: 0 }
 
     /** 上次消息处理时间（去抖用） */
     private var lastMessageTime = 0L
@@ -137,16 +147,41 @@ class NotificationManager @Inject constructor(
         }
     }
 
-    /** 消费所有未读消息（用户已查看列表） */
+    /** 消费所有未读消息（用户点击提示条/横幅查看全部） */
     fun consumeAll() {
         _pendingTaskIds.clear()
+        acknowledgedCards.clear()
+        _cardIncrements.clear()
         Timber.d("通知: 已清空全部未读")
     }
 
     /** 按 ID 消费（任务完成时） */
     fun consumeByTaskId(taskId: String) {
         _pendingTaskIds.remove(taskId)
-        Timber.d("通知: 已消费任务 $taskId, 剩余 ${_pendingTaskIds.size}")
+        Timber.d("通知: 已消费任务 $taskId, 剩余 ${pendingCount}")
+    }
+
+    /**
+     * 记录分类增量（从 diffStats 结果调用）
+     * @param status 卡片状态（2/3/4）
+     * @param increment 该分类新增任务数
+     */
+    fun recordCardIncrement(status: Int, increment: Int) {
+        _cardIncrements[status] = increment
+    }
+
+    /**
+     * 标记某个分类已查看（用户点击红点卡片）
+     * 不从 pendingTaskIds 中删除，而是通过 acknowledgedCount 扣减 pendingCount
+     */
+    fun acknowledgeCard(status: Int) {
+        acknowledgedCards.add(status)
+        Timber.d("通知: 已查看分类 $status, 剩余未读 $pendingCount")
+    }
+
+    /** 是否还有未查看的分类 */
+    fun hasUnacknowledgedCards(): Boolean {
+        return _cardIncrements.keys.any { it !in acknowledgedCards }
     }
 
     /**
diff --git a/app/src/main/java/com/xiaoqu/watch/ui/home/HomeFragment.kt b/app/src/main/java/com/xiaoqu/watch/ui/home/HomeFragment.kt
index 71b74ca..4a3c480 100644
--- a/app/src/main/java/com/xiaoqu/watch/ui/home/HomeFragment.kt
+++ b/app/src/main/java/com/xiaoqu/watch/ui/home/HomeFragment.kt
@@ -130,14 +130,19 @@ class HomeFragment : BaseFragment<FragmentHomeBinding>() {
 
     override fun onResume() {
         super.onResume()
-        // 从其他页面返回时，恢复新任务提示
+        // 从其他页面返回时，只恢复未查看分类的红点
         if (notificationManager.pendingCount > 0) {
-            // 红点（不靠 diffStats，直接显示）
-            dotPool.visibility = View.VISIBLE
-            dotPunch.visibility = View.VISIBLE
-            dotComplete.visibility = View.VISIBLE
-            // 提示条
+            val ack = notificationManager.acknowledgedCards
+            if (2 !in ack) dotPool.visibility = View.VISIBLE
+            if (3 !in ack) dotPunch.visibility = View.VISIBLE
+            if (4 !in ack) dotComplete.visibility = View.VISIBLE
             updateNewTaskHint()
+        } else {
+            // 全部已查看 → 清除所有提示
+            dotPool.visibility = View.GONE
+            dotPunch.visibility = View.GONE
+            dotComplete.visibility = View.GONE
+            tvNewTaskHint.visibility = View.GONE
         }
     }
 
@@ -290,17 +295,17 @@ class HomeFragment : BaseFragment<FragmentHomeBinding>() {
             navigateToNewTasks()
         }
 
-        // 快捷区卡片点击 → 跳转任务列表 + 清除红点
+        // 快捷区卡片点击 → 标记已查看 + 清红点 + 更新提示条 + 跳转
         page.findViewById<View>(R.id.cardPool)?.setOnClickListener {
-            dotPool.visibility = View.GONE
+            acknowledgeCard(2, dotPool)
             navigateToTaskList(2)
         }
         page.findViewById<View>(R.id.cardPunch)?.setOnClickListener {
-            dotPunch.visibility = View.GONE
+            acknowledgeCard(3, dotPunch)
             navigateToTaskList(3)
         }
         page.findViewById<View>(R.id.cardComplete)?.setOnClickListener {
-            dotComplete.visibility = View.GONE
+            acknowledgeCard(4, dotComplete)
             navigateToTaskList(4)
         }
     }
@@ -341,12 +346,22 @@ class HomeFragment : BaseFragment<FragmentHomeBinding>() {
             if (result is ApiResult.Success && result.data != null) {
                 val data = result.data
 
-                // 对比红点
+                // 对比红点 + 记录每个分类的增量
                 if (checkDots) {
-                    val changedCards = notificationManager.diffStats(notificationManager.lastStats, data)
-                    if (2 in changedCards) dotPool.visibility = View.VISIBLE
-                    if (3 in changedCards) dotPunch.visibility = View.VISIBLE
-                    if (4 in changedCards) dotComplete.visibility = View.VISIBLE
+                    val oldStats = notificationManager.lastStats
+                    val changedCards = notificationManager.diffStats(oldStats, data)
+                    if (2 in changedCards) {
+                        dotPool.visibility = View.VISIBLE
+                        notificationManager.recordCardIncrement(2, data.waitForTask - (oldStats?.waitForTask ?: 0))
+                    }
+                    if (3 in changedCards) {
+                        dotPunch.visibility = View.VISIBLE
+                        notificationManager.recordCardIncrement(3, data.treatTask - (oldStats?.treatTask ?: 0))
+                    }
+                    if (4 in changedCards) {
+                        dotComplete.visibility = View.VISIBLE
+                        notificationManager.recordCardIncrement(4, data.incompleteTask - (oldStats?.incompleteTask ?: 0))
+                    }
                 }
 
                 // 更新数字
@@ -535,6 +550,13 @@ class HomeFragment : BaseFragment<FragmentHomeBinding>() {
         findNavController().navigate(R.id.action_home_to_taskList, bundle)
     }
 
+    /** 标记某个分类已查看：清红点 + 更新通知数 + 刷新提示条 */
+    private fun acknowledgeCard(status: Int, dot: View) {
+        dot.visibility = View.GONE
+        notificationManager.acknowledgeCard(status)
+        updateNewTaskHint()
+    }
+
     /** 更新新任务提示条 */
     private fun updateNewTaskHint() {
         val count = notificationManager.pendingCount