Improve abnormal account cleanup

backend/app/routers/websites.py

@@ -919,9 +919,37 @@ def _get_cleanup_candidates(db: Session, website: Website, c: Sub2ApiWebsiteClie
         if aid:
             remote_accounts_map[aid] = acc
 
-    candidates = {}
+    candidates: dict[str, dict[str, Any]] = {}
 
-    # 2. Condition A: Local orphaned keys
+    # 2. Category: missing_remote_account
+    #    Local keys that still reference an imported_account_id,
+    #    but that account no longer appears in the remote account list.
+    imported_keys = db.query(UpstreamGeneratedKey).filter(
+        UpstreamGeneratedKey.imported_website_id == website.id,
+        UpstreamGeneratedKey.imported_account_id.isnot(None),
+    ).all()
+
+    for key in imported_keys:
+        acc_id = key.imported_account_id
+        if acc_id in candidates:
+            continue
+        if acc_id in remote_accounts_map:
+            continue  # account still exists remotely — handled by other categories
+
+        upstream = db.query(Upstream).filter(Upstream.id == key.upstream_id).first()
+        candidates[acc_id] = {
+            "account_id": acc_id,
+            "account_name": key.key_name,
+            "upstream_key_id": key.id,
+            "upstream_name": upstream.name if upstream else None,
+            "source_group_name": key.group_name,
+            "reason": "目标账号已被手动删除",
+            "cleanup_action": "clear_local_marker",
+            "db_key": key,
+        }
+
+    # 3. Category: local_orphan_account
+    #    Local keys with status=orphaned that still carry an imported_account_id.
     orphaned_keys = db.query(UpstreamGeneratedKey).filter(
         UpstreamGeneratedKey.status == "orphaned",
         UpstreamGeneratedKey.imported_website_id == website.id,
@@ -935,18 +963,41 @@ def _get_cleanup_candidates(db: Session, website: Website, c: Sub2ApiWebsiteClie
         upstream = db.query(Upstream).filter(Upstream.id == key.upstream_id).first()
         upstream_name = upstream.name if upstream else None
 
-        candidates[acc_id] = {
-            "account_id": acc_id,
-            "account_name": acc_name,
-            "upstream_key_id": key.id,
-            "upstream_name": upstream_name,
-            "source_group_name": key.group_name,
-            "reason": "本地上游 Key 已被标记为 orphaned",
-            "is_local_orphan": True,
-            "db_key": key,
-        }
+        if acc_id in candidates:
+            # Already captured as missing_remote_account; update reason but keep action.
+            candidates[acc_id]["reason"] = "本地上游 Key 已归档，且目标账号已被手动删除"
+            candidates[acc_id]["db_key"] = key
+            candidates[acc_id]["upstream_key_id"] = key.id
+            candidates[acc_id]["upstream_name"] = upstream_name
+            candidates[acc_id]["source_group_name"] = key.group_name
+            continue
 
-    # 3. Condition B: Remote SmartUp-marked orphan accounts
+        if remote_acc:
+            candidates[acc_id] = {
+                "account_id": acc_id,
+                "account_name": acc_name,
+                "upstream_key_id": key.id,
+                "upstream_name": upstream_name,
+                "source_group_name": key.group_name,
+                "reason": "本地上游 Key 已归档",
+                "cleanup_action": "delete_remote_and_clear_marker",
+                "db_key": key,
+            }
+        else:
+            candidates[acc_id] = {
+                "account_id": acc_id,
+                "account_name": acc_name,
+                "upstream_key_id": key.id,
+                "upstream_name": upstream_name,
+                "source_group_name": key.group_name,
+                "reason": "本地上游 Key 已归档，且目标账号已被手动删除",
+                "cleanup_action": "clear_local_marker",
+                "db_key": key,
+            }
+
+    # 4. Category: remote_orphan_account
+    #    Remote accounts whose notes contain "Imported by SmartUp from upstream key #…"
+    #    but the local key is missing, inconsistent, or orphaned.
     pattern = re.compile(r"Imported by SmartUp from upstream key #(\d+)")
     for aid, acc in remote_accounts_map.items():
         if aid in candidates:
@@ -971,13 +1022,13 @@ def _get_cleanup_candidates(db: Session, website: Website, c: Sub2ApiWebsiteClie
         reason = ""
         if not key:
             is_orphan = True
-            reason = "本地找不到对应的上游 Key 记录"
+            reason = "本地找不到对应 Key"
         elif key.imported_website_id != website.id or key.imported_account_id != aid:
             is_orphan = True
-            reason = "本地 Key 记录存在，但未关联到当前目标站的当前账号"
+            reason = "本地 Key 与目标账号关联不一致"
         elif key.status == 'orphaned':
             is_orphan = True
-            reason = "本地上游 Key 已被标记为 orphaned"
+            reason = "本地上游 Key 已归档"
 
         if is_orphan:
             upstream_name = None
@@ -994,7 +1045,7 @@ def _get_cleanup_candidates(db: Session, website: Website, c: Sub2ApiWebsiteClie
                 "upstream_name": upstream_name,
                 "source_group_name": source_group_name,
                 "reason": reason,
-                "is_local_orphan": False,
+                "cleanup_action": "delete_remote_account",
                 "db_key": key,
             }
 
@@ -1002,7 +1053,9 @@ def _get_cleanup_candidates(db: Session, website: Website, c: Sub2ApiWebsiteClie
 
 
 def _test_candidate_account(c: Sub2ApiWebsiteClient, account_id: str) -> tuple[str, bool, str]:
-    """返回 (test_status, cleanup_allowed, message)"""
+    """返回 (test_status, cleanup_allowed, message)。
+    保留测试用于信息展示；cleanup_allowed 由 cleanup_action 决定，不依赖测试结果。
+    """
     try:
         res = c.test_account(account_id)
         status = res.get("status")
@@ -1019,6 +1072,16 @@ def _test_candidate_account(c: Sub2ApiWebsiteClient, account_id: str) -> tuple[s
         return "test_unknown", False, f"测试时发生异常: {e}"
 
 
+def _clear_local_import_marker(key: UpstreamGeneratedKey, db: Session) -> None:
+    """清空单条 Key 上的 SmartUp 导入标记字段。"""
+    key.imported_website_id = None
+    key.imported_account_id = None
+    key.imported_at = None
+    key.imported_target_group_id = None
+    key.imported_target_group_name = None
+    db.add(key)
+
+
 @router.post("/api/websites/{wid}/accounts/cleanup-invalid/preview", response_model=CleanupInvalidAccountsPreviewResponse)
 def preview_cleanup_invalid_accounts(wid: int, db: Session = Depends(get_db), _=Depends(get_current_user)):
     website = db.query(Website).filter(Website.id == wid).first()
@@ -1036,7 +1099,19 @@ def preview_cleanup_invalid_accounts(wid: int, db: Session = Depends(get_db), _=
 
         items = []
         for aid, cand in candidates.items():
-            test_status, cleanup_allowed, test_msg = _test_candidate_account(c, aid)
+            action = cand.get("cleanup_action", "")
+
+            # For clear_local_marker we skip the remote test (not needed).
+            # For delete actions we still test for informational display.
+            if action == "clear_local_marker":
+                test_status = "not_needed"
+                test_msg = "无需远端测试，直接清除本地标记"
+            else:
+                test_status, _, test_msg = _test_candidate_account(c, aid)
+
+            # All candidates are actionable.
+            cleanup_allowed = True
+
             items.append(CleanupInvalidAccountsItem(
                 account_id=cand["account_id"],
                 account_name=cand["account_name"],
@@ -1046,13 +1121,14 @@ def preview_cleanup_invalid_accounts(wid: int, db: Session = Depends(get_db), _=
                 reason=cand["reason"],
                 test_status=test_status,
                 cleanup_allowed=cleanup_allowed,
+                cleanup_action=action,
                 action_status="previewed",
                 message=test_msg,
             ))
 
         return CleanupInvalidAccountsPreviewResponse(
             success=True,
-            message=f"已成功加载 {len(items)} 个失效账号候选对象",
+            message=f"已成功加载 {len(items)} 个异常账号候选对象",
             items=items
         )
 
@@ -1074,12 +1150,21 @@ def execute_cleanup_invalid_accounts(wid: int, db: Session = Depends(get_db), _=
 
         items = []
         for aid, cand in candidates.items():
-            test_status, cleanup_allowed, test_msg = _test_candidate_account(c, aid)
-
+            action = cand.get("cleanup_action", "")
             action_status = "skipped"
-            msg = "测试通过或未知，已跳过删除"
+            msg = "未识别的清理动作，已跳过"
 
-            if cleanup_allowed:
+            if action == "clear_local_marker":
+                key = cand.get("db_key")
+                if key:
+                    _clear_local_import_marker(key, db)
+                    action_status = "cleared"
+                    msg = "已清除本地导入标记"
+                else:
+                    action_status = "failed"
+                    msg = "清除本地标记失败：找不到对应的 Key 记录"
+
+            elif action in ("delete_remote_account", "delete_remote_and_clear_marker"):
                 try:
                     del_res = c.delete_account(aid)
                     status = del_res.get("status")
@@ -1089,23 +1174,17 @@ def execute_cleanup_invalid_accounts(wid: int, db: Session = Depends(get_db), _=
                         action_status = status
                         msg = del_msg
 
-                        # Clear database flags if it's a local orphan key
-                        if cand["is_local_orphan"] and cand["db_key"]:
-                            key = cand["db_key"]
-                            key.imported_website_id = None
-                            key.imported_account_id = None
-                            key.imported_at = None
-                            key.imported_target_group_id = None
-                            key.imported_target_group_name = None
-                            db.add(key)
+                        if action == "delete_remote_and_clear_marker":
+                            key = cand.get("db_key")
+                            if key:
+                                _clear_local_import_marker(key, db)
+                                msg += "，已清除本地导入标记"
                     else:
                         action_status = "failed"
                         msg = f"删除失败: {del_msg}"
                 except Exception as e:
                     action_status = "failed"
                     msg = f"删除失败: {e}"
-            else:
-                msg = f"账号状态正常，无需清理 ({test_msg})"
 
             items.append(CleanupInvalidAccountsItem(
                 account_id=cand["account_id"],
@@ -1114,20 +1193,24 @@ def execute_cleanup_invalid_accounts(wid: int, db: Session = Depends(get_db), _=
                 upstream_name=cand["upstream_name"],
                 source_group_name=cand["source_group_name"],
                 reason=cand["reason"],
-                test_status=test_status,
-                cleanup_allowed=cleanup_allowed,
+                test_status="executed",
+                cleanup_allowed=True,
+                cleanup_action=action,
                 action_status=action_status,
                 message=msg,
             ))
 
         db.commit()
 
+        cleared_count = sum(1 for item in items if item.action_status == "cleared")
         deleted_count = sum(1 for item in items if item.action_status in ("deleted", "already_deleted"))
         failed_count = sum(1 for item in items if item.action_status == "failed")
         skipped_count = sum(1 for item in items if item.action_status == "skipped")
         success = (failed_count == 0)
 
         msg_parts = []
+        if cleared_count:
+            msg_parts.append(f"清除本地标记 {cleared_count} 个")
         if deleted_count:
             msg_parts.append(f"成功清理 {deleted_count} 个")
         if failed_count:
@@ -1135,7 +1218,7 @@ def execute_cleanup_invalid_accounts(wid: int, db: Session = Depends(get_db), _=
         if skipped_count:
             msg_parts.append(f"跳过 {skipped_count} 个")
 
-        message = "清理执行完毕：" + "，".join(msg_parts) if msg_parts else "没有需要清理的失效账号"
+        message = "清理执行完毕：" + "，".join(msg_parts) if msg_parts else "没有需要清理的异常账号"
 
         return CleanupInvalidAccountsExecuteResponse(
             success=success,

backend/app/schemas/website.py

@@ -254,6 +254,7 @@ class CleanupInvalidAccountsItem(BaseModel):
     reason: str
     test_status: str
     cleanup_allowed: bool
+    cleanup_action: Optional[str] = None  # clear_local_marker | delete_remote_account | delete_remote_and_clear_marker
     action_status: Optional[str] = None
     message: str = ""
 

backend/test_cleanup_invalid_accounts.py

@@ -239,50 +239,44 @@ def test_cleanup_invalid_preview_and_execute(db_session, monkeypatch):
     assert item_k1.test_status == "failed"
 
     item_k2 = next(i for i in items if i.account_id == "acc-k2")
-    assert item_k2.cleanup_allowed is False
+    assert item_k2.cleanup_allowed is True
     assert item_k2.test_status == "test_passed"
+    assert item_k2.cleanup_action == "delete_remote_and_clear_marker"
 
     item_orphan = next(i for i in items if i.account_id == "acc-orphan-remote")
     assert item_orphan.cleanup_allowed is True
     assert item_orphan.test_status == "failed"
     assert item_orphan.upstream_key_id == 9999
+    assert item_orphan.cleanup_action == "delete_remote_account"
 
     # 确认没有调用过删除
     assert len(deleted_accounts) == 0
 
     # ── 2. 测试执行 ──
-    # 重置调用计数
-    test_calls.clear()
     execute_res = execute_cleanup_invalid_accounts(wid=w.id, db=db_session)
     assert execute_res.success is True
-    assert "成功清理 2 个" in execute_res.message
-    assert "跳过 1 个" in execute_res.message
+    assert "成功清理 3 个" in execute_res.message
 
-    # 验证是否重新跑了测试
-    assert "acc-k1" in test_calls
-    assert "acc-k2" in test_calls
-    assert "acc-orphan-remote" in test_calls
-
-    # 验证被删除的账号 (只有测试失败/可清理的才删：acc-k1 和 acc-orphan-remote)
-    assert len(deleted_accounts) == 2
+    # 验证被删除的账号（所有候选都按 cleanup_action 执行删除）
+    assert len(deleted_accounts) == 3
     assert "acc-k1" in deleted_accounts
+    assert "acc-k2" in deleted_accounts
     assert "acc-orphan-remote" in deleted_accounts
-    assert "acc-k2" not in deleted_accounts
 
     # 验证本地数据库的 DB key 清空逻辑：
     db_session.refresh(k1)
     db_session.refresh(k2)
     db_session.refresh(k3)
 
-    # k1 应该被清空 imported 字段，但保留 status='orphaned' 及原始 error
+    # k1 应该被清空 imported 字段（delete_remote_and_clear_marker），但保留 status='orphaned' 及原始 error
     assert k1.imported_website_id is None
     assert k1.imported_account_id is None
     assert k1.status == "orphaned"
     assert k1.error == "original-error-k1"
 
-    # k2 由于测试成功跳过删除，DB 不变
-    assert k2.imported_website_id == w.id
-    assert k2.imported_account_id == "acc-k2"
+    # k2 也是 delete_remote_and_clear_marker，删除成功后清空导入标记
+    assert k2.imported_website_id is None
+    assert k2.imported_account_id is None
     assert k2.status == "orphaned"
 
 
@@ -317,3 +311,93 @@ def test_cleanup_list_accounts_failure(db_session, monkeypatch):
     assert execute_res.success is False
     assert "拉取远端账号列表失败" in execute_res.message
     assert len(execute_res.items) == 0
+
+
+def test_cleanup_missing_remote_account_clear_local_marker(db_session, monkeypatch):
+    """status=imported 且本地有 imported_account_id，但远端账号列表已不存在该账号
+    → 走 clear_local_marker，不调用 delete_account，只清 SmartUp 本地导入标记。
+    """
+    w = Website(
+        name="W-clear",
+        site_type="sub2api",
+        base_url="http://w-clear",
+        enabled=True,
+        auth_config_json="{}",
+        timeout_seconds=30
+    )
+    u = Upstream(name="U-clear", base_url="http://u-clear")
+    db_session.add_all([w, u])
+    db_session.commit()
+    db_session.refresh(w)
+    db_session.refresh(u)
+
+    # 正常 imported 的 Key，关联到远端账号 acc-gone
+    k = UpstreamGeneratedKey(
+        upstream_id=u.id,
+        group_id="G-clear",
+        group_name="G-Clear-Name",
+        key_name="Key-Clear",
+        key_value="sk-clear",
+        status="imported",
+        imported_website_id=w.id,
+        imported_account_id="acc-gone",
+        imported_target_group_id="tg-1",
+        imported_target_group_name="Target Group 1",
+    )
+    db_session.add(k)
+    db_session.commit()
+
+    deleted_accounts: list[str] = []
+
+    class MockClient:
+        def __init__(self, **kwargs): pass
+        def __enter__(self): return self
+        def __exit__(self, *a): pass
+
+        def list_accounts(self):
+            # 远端列表中不包含 acc-gone
+            return [
+                {"id": "acc-other", "name": "Other-Acc", "notes": ""},
+            ]
+
+        def extract_id(self, val):
+            return val.get("id") if isinstance(val, dict) else str(val)
+
+        def delete_account(self, account_id: str):
+            deleted_accounts.append(account_id)
+            return {"status": "deleted", "message": "deleted"}
+
+        def test_account(self, account_id: str):
+            return {"status": "404", "cleanup_allowed": True, "message": "not found"}
+
+    monkeypatch.setattr("app.routers.websites._client", lambda row: MockClient())
+
+    # ── Preview ──
+    preview_res = preview_cleanup_invalid_accounts(wid=w.id, db=db_session)
+    assert preview_res.success is True
+    assert len(preview_res.items) == 1
+
+    item = preview_res.items[0]
+    assert item.account_id == "acc-gone"
+    assert item.cleanup_action == "clear_local_marker"
+    assert item.cleanup_allowed is True
+    assert item.test_status == "not_needed"
+    assert item.reason == "目标账号已被手动删除"
+
+    # ── Execute ──
+    execute_res = execute_cleanup_invalid_accounts(wid=w.id, db=db_session)
+    assert execute_res.success is True
+    assert "清除本地标记 1 个" in execute_res.message
+
+    # 不应调用删除
+    assert len(deleted_accounts) == 0
+
+    # 本地导入标记应被清空
+    db_session.refresh(k)
+    assert k.imported_website_id is None
+    assert k.imported_account_id is None
+    assert k.imported_at is None
+    assert k.imported_target_group_id is None
+    assert k.imported_target_group_name is None
+    # status 不受影响
+    assert k.status == "imported"

frontend/src/api/index.ts

@@ -361,6 +361,7 @@ export interface CleanupInvalidAccountsItem {
   reason: string
   test_status: string
   cleanup_allowed: boolean
+  cleanup_action: string | null  // clear_local_marker | delete_remote_account | delete_remote_and_clear_marker
   action_status: string | null
   message: string
 }

frontend/src/views/Upstreams.vue

@@ -402,7 +402,7 @@
         </el-table-column>
         <el-table-column label="状态" width="96">
           <template #default="{ row }">
-            <el-tooltip v-if="row.error" :content="row.error" placement="top" :show-after="300">
+            <el-tooltip v-if="row.error || (row.status === 'orphaned' && row.imported_account_id)" :content="orphanedKeyTooltip(row)" placement="top" :show-after="300">
               <el-tag size="small" :type="keyStatusTagType(row.status)">
                 {{ keyStatusLabel(row) }}
               </el-tag>
@@ -1084,6 +1084,15 @@ const keyStatusTagType = (s: string) => {
   return 'info'
 }
 
+const orphanedKeyTooltip = (row: GeneratedUpstreamKey) => {
+  const parts: string[] = []
+  if (row.error) parts.push(row.error)
+  if (row.status === 'orphaned' && row.imported_account_id) {
+    parts.push('可到目标站「清理异常账号」中处理')
+  }
+  return parts.join('\n')
+}
+
 async function loadList() {
   tableLoading.value = true
   try {

frontend/src/views/Websites.vue

@@ -160,9 +160,9 @@
             text
             :disabled="!selectedWebsite"
             @click="openCleanupDialog"
-            title="清理当前网站已导入但失效/孤立的账号"
+            title="清理当前网站中手动删除残留、已归档 Key 关联、关联不一致等异常账号"
           >
-            清理失效账号
+            清理异常账号
           </el-button>
           <el-button
             size="small"
@@ -806,7 +806,7 @@
     <!-- 清理失效账号弹窗 -->
     <el-dialog
       v-model="cleanupDialog"
-      title="清理失效账号候选预览"
+      title="清理异常账号候选预览"
       width="1000px"
       destroy-on-close
     >
@@ -819,9 +819,11 @@
           style="margin-bottom: 15px;"
         >
           <div style="font-size: 13px; line-height: 1.5;">
-            系统已自动分析出可能已经失效、上游孤立或属于脏数据的账号候选。<br />
-            <strong>是否将删除</strong> 字段是由后端调用目标站账号测试接口的结果判定。只有测试明确失败（非正常响应）或 404 的账号，才会被允许清理。<br />
-            “确认清理”时，后端会重新测试 and 验证所有账号状态，只清理最终判定为失效的项。无 SmartUp 导入备注的手工账号不会被处理。
+            系统已自动分析出三类异常账号候选：<br />
+            • <strong>手动删除残留</strong>：下游账号已被手动删除，但 SmartUp 本地仍记录着导入关联。<br />
+            • <strong>已归档 Key 关联</strong>：本地上游 Key 已归档（orphaned），但其关联的下游账号仍存在。<br />
+            • <strong>关联不一致</strong>：下游账号备注引用了不存在的或关联不一致的本地 Key。<br />
+            「确认清理」时将根据处理动作自动执行清标或删除，无需手动判断。
           </div>
         </el-alert>
 
@@ -852,12 +854,16 @@
               <el-tag v-if="row.test_status === 'test_passed'" type="success" size="small">测试通过</el-tag>
               <el-tag v-else-if="row.test_status === 'failed'" type="danger" size="small">测试失败</el-tag>
               <el-tag v-else-if="row.test_status === '404'" type="warning" size="small">404 不存在</el-tag>
+              <el-tag v-else-if="row.test_status === 'not_needed'" type="info" size="small">无需测试</el-tag>
+              <el-tag v-else-if="row.test_status === 'executed'" type="info" size="small">已执行</el-tag>
               <el-tag v-else type="info" size="small">未知 / 异常</el-tag>
             </template>
           </el-table-column>
-          <el-table-column prop="cleanup_allowed" label="是否将删除" width="100" align="center">
+          <el-table-column label="处理动作" width="120" align="center">
             <template #default="{ row }">
-              <el-tag v-if="row.cleanup_allowed" type="danger" effect="dark" size="small">将删除</el-tag>
+              <el-tag v-if="row.cleanup_action === 'clear_local_marker'" type="warning" size="small">清除本地标记</el-tag>
+              <el-tag v-else-if="row.cleanup_action === 'delete_remote_account'" type="danger" size="small">删除下游账号</el-tag>
+              <el-tag v-else-if="row.cleanup_action === 'delete_remote_and_clear_marker'" type="danger" size="small">删除并清标记</el-tag>
               <el-tag v-else type="info" size="small">跳过</el-tag>
             </template>
           </el-table-column>
@@ -865,15 +871,16 @@
             <template #default="{ row }">
               <el-tag v-if="row.action_status === 'deleted'" type="success" effect="dark" size="small">已删除</el-tag>
               <el-tag v-else-if="row.action_status === 'already_deleted'" type="warning" effect="dark" size="small">已不存在</el-tag>
+              <el-tag v-else-if="row.action_status === 'cleared'" type="success" effect="dark" size="small">已清标记</el-tag>
               <el-tag v-else-if="row.action_status === 'skipped'" type="info" size="small">已跳过</el-tag>
-              <el-tag v-else-if="row.action_status === 'failed'" type="danger" effect="dark" size="small">删除失败</el-tag>
+              <el-tag v-else-if="row.action_status === 'failed'" type="danger" effect="dark" size="small">失败</el-tag>
               <span v-else>-</span>
             </template>
           </el-table-column>
         </el-table>
 
         <div v-if="cleanupItems.length === 0" style="padding: 30px; text-align: center; color: var(--el-text-color-secondary);">
-          没有找到可以清理的失效或孤立账号。
+          没有找到可以清理的异常账号。
         </div>
       </div>
       <template #footer>
@@ -885,10 +892,10 @@
             v-if="!cleanupHasExecuted"
             type="danger"
             :loading="cleanupExecuting"
-            :disabled="cleanupLoading || cleanupItems.filter(i => i.cleanup_allowed).length === 0"
+            :disabled="cleanupLoading || cleanupItems.length === 0"
             @click="executeCleanup"
           >
-            确认清理 ({{ cleanupItems.filter(i => i.cleanup_allowed).length }} 个)
+            确认清理 ({{ cleanupItems.length }} 个)
           </el-button>
         </div>
       </template>
@@ -1956,7 +1963,7 @@ async function organizeWebsiteGroups() {
   if (!selectedWebsite.value) return
   try {
     await ElMessageBox.confirm(
-      '一键整理分组将根据当前的“分组管理”绑定关系，自动执行已导入账号的校验补齐，以及未导入账号的自动创建。确认执行？',
+      '一键整理分组将根据当前的「分组管理」绑定关系，自动执行已导入账号的校验补齐，以及未导入账号的自动创建。确认执行？',
       '一键整理分组',
       { type: 'info' }
     )
@@ -2005,7 +2012,7 @@ async function executeCleanup() {
   if (!selectedWebsite.value) return
   try {
     await ElMessageBox.confirm(
-      '确认清理失效账号？此操作将永久从目标站删除测试失败或不存在的账号，本地 orphaned 键将清空导入关联。',
+      '确认清理异常账号？此操作将按预览中的处理动作执行：清除本地标记仅清 SmartUp 导入关联（不调远端接口），删除下游账号/删除并清标记会永久从目标站删除对应账号（即使远端测试通过也会删除）。',
       '确认清理',
       { type: 'warning' }
     )