diff --git a/src/main/java/com/yunhai/userbase/service/impl/SysUserService.java b/src/main/java/com/yunhai/userbase/service/impl/SysUserService.java
index f493621..3d87eb5 100644
--- a/src/main/java/com/yunhai/userbase/service/impl/SysUserService.java
+++ b/src/main/java/com/yunhai/userbase/service/impl/SysUserService.java
@@ -229,7 +229,6 @@ public class SysUserService implements ISysUserService {
             throw new DException("存在无效用户");
         }
 
-        List<Integer> deletedUserIds = new ArrayList<>();
         for (Integer userId : userIds) {
             // 删除当前组关联
             sysUserGroupRelRepository.deleteByUserIdAndGroupId(userId, groupId);
@@ -237,12 +236,10 @@ public class SysUserService implements ISysUserService {
             if (sysUserGroupRelRepository.countByUserId(userId) == 0) {
                 sysUserAppRoleRelRepository.deleteByUserIdBulk(userId);
                 sysUserRepository.deleteById(userId);
-                deletedUserIds.add(userId);
             }
         }
-        if (!deletedUserIds.isEmpty()) {
-            publishUserEvent(PushInterfaceType.DELETE_USER, deletedUserIds);
-        }
+        // 业务语义：从组移除 = 对子应用即删除（不论是否真删账户），统一推送 DELETE_USER
+        publishUserEvent(PushInterfaceType.DELETE_USER, userIds);
     }
 
     @Override
diff --git a/src/main/java/com/yunhai/userbase/service/push/PushDispatcher.java b/src/main/java/com/yunhai/userbase/service/push/PushDispatcher.java
index c69e0cd..5092623 100644
--- a/src/main/java/com/yunhai/userbase/service/push/PushDispatcher.java
+++ b/src/main/java/com/yunhai/userbase/service/push/PushDispatcher.java
@@ -65,6 +65,16 @@ public class PushDispatcher {
             if (type == null) {
                 return;
             }
+            // 删除类事件：实体已从库中删除，AFTER_COMMIT 阶段重载必然为空，
+            // 直接用事件携带的 id 构建删除体；删除幂等，绕过范围过滤全量投递给已开启删除事件的订阅方
+            if (type == PushInterfaceType.DELETE_GROUP || type == PushInterfaceType.DELETE_USER) {
+                List<Integer> ids = (type == PushInterfaceType.DELETE_GROUP)
+                        ? event.getGroupIds() : event.getUserIds();
+                for (ApplicationInfo app : applicationInfoRepository.findByPushEnabled(1)) {
+                    dispatchDeleteToOne(app, type, ids, "auto");
+                }
+                return;
+            }
             List<SysGroup> groups = (event.getGroupIds() != null && !event.getGroupIds().isEmpty())
                     ? sysGroupRepository.findAllById(event.getGroupIds()) : Collections.emptyList();
             List<SysUser> users = (event.getUserIds() != null && !event.getUserIds().isEmpty())
@@ -177,6 +187,36 @@ public class PushDispatcher {
 
     // ===================== 核心 =====================
 
+    /** 删除类事件专用投递：跳过 DB 重载与范围过滤，直接用事件携带的 id 构建删除体。 */
+    private void dispatchDeleteToOne(ApplicationInfo app, PushInterfaceType type, List<Integer> ids, String triggerType) {
+        if (app.getPushEnabled() == null || app.getPushEnabled() != 1) {
+            return;
+        }
+        // 仍校验订阅方是否勾选了删除接口
+        if (!containsEventType(app.getPushEventTypes(), type.getPath())) {
+            return;
+        }
+        if (ids == null || ids.isEmpty()) {
+            return;
+        }
+        for (Object bodyObj : buildDeleteBodies(type, ids)) {
+            sendMessage(app, type, bodyObj, triggerType);
+        }
+    }
+
+    /** 删除类接口 body 形态：DELETE_GROUP 每个 id 一条 {id}；DELETE_USER 整体一条数组 [id,...]。 */
+    private List<Object> buildDeleteBodies(PushInterfaceType type, List<Integer> ids) {
+        if (type == PushInterfaceType.DELETE_GROUP) {
+            return ids.stream()
+                    .map(id -> Collections.singletonMap("id", id))
+                    .collect(Collectors.toList());
+        }
+        if (type == PushInterfaceType.DELETE_USER) {
+            return Collections.singletonList(new ArrayList<>(ids));
+        }
+        return Collections.emptyList();
+    }
+
     private void dispatchToOne(ApplicationInfo app, PushInterfaceType type,
                                List<SysGroup> groups, List<SysUser> users, String triggerType, boolean force) {
         if (app.getPushEnabled() == null || app.getPushEnabled() != 1) {