diff --git a/cmd/worker/main.go b/cmd/worker/main.go
index 741f057..0427f16 100644
--- a/cmd/worker/main.go
+++ b/cmd/worker/main.go
@@ -262,6 +262,9 @@ func initWorkerRuntime(ctx context.Context, cfg *config.Config, appLogger *zap.L
 		pollingDeviceStore,
 		appLogger,
 	)
+	if stopResumeSvc, ok := workerResult.Services.StopResumeService.(*iot_card_svc.StopResumeService); ok {
+		stopResumeSvc.SetPollingCallback(lifecycleSvc)
+	}
 
 	return &workerRuntime{
 		redisAddr:           redisAddr,
diff --git a/internal/bootstrap/services.go b/internal/bootstrap/services.go
index 867df44..91334e7 100644
--- a/internal/bootstrap/services.go
+++ b/internal/bootstrap/services.go
@@ -138,7 +138,8 @@ func initServices(s *stores, deps *Dependencies) *services {
 	}
 	pollingConfigMgr.Start(context.Background())
 	pollingQueueMgr := polling.NewPollingQueueManager(deps.Redis, constants.PollingShardCount, deps.Logger)
-	iotCard.SetPollingCallback(polling.NewPollingLifecycleService(pollingQueueMgr, pollingConfigMgr, s.IotCard, s.DeviceSimBinding, s.Device, deps.Logger))
+	pollingLifecycleSvc := polling.NewPollingLifecycleService(pollingQueueMgr, pollingConfigMgr, s.IotCard, s.DeviceSimBinding, s.Device, deps.Logger)
+	iotCard.SetPollingCallback(pollingLifecycleSvc)
 	// 注入流量扣减回调，使手动刷新资产时能触发套餐流量扣减
 	usageService := packageSvc.NewUsageService(deps.DB, deps.Redis, s.PackageUsage, s.PackageUsageDailyRecord, s.DeviceSimBinding, deps.Logger)
 	iotCard.SetDataDeductor(usageService)
@@ -167,6 +168,7 @@ func initServices(s *stores, deps *Dependencies) *services {
 		deps.Logger,
 		assetAudit,
 	)
+	stopResumeService.SetPollingCallback(pollingLifecycleSvc)
 	iotCard.SetRealnameActivator(packageActivation)
 	iotCard.SetStopResumeService(stopResumeService)
 	iotCard.SetDeviceSimBindingStore(s.DeviceSimBinding)
diff --git a/internal/service/iot_card/stop_resume_service.go b/internal/service/iot_card/stop_resume_service.go
index 26239b4..4e7f7e1 100644
--- a/internal/service/iot_card/stop_resume_service.go
+++ b/internal/service/iot_card/stop_resume_service.go
@@ -38,6 +38,7 @@ type StopResumeService struct {
 	gatewayClient         *gateway.Client
 	logger                *zap.Logger
 	assetAuditService     AssetAuditService
+	pollingCallback       PollingCallback
 
 	maxRetries    int
 	retryInterval time.Duration
@@ -66,6 +67,12 @@ func NewStopResumeService(
 	}
 }
 
+// SetPollingCallback 设置轮询生命周期回调。
+// 停复机成功改变卡状态后，需要立即按新状态重排轮询队列，避免继续使用旧 score。
+func (s *StopResumeService) SetPollingCallback(callback PollingCallback) {
+	s.pollingCallback = callback
+}
+
 // EvaluateAndAct 停复机统一入口
 // 根据卡的当前网络状态，自动判断并执行停机或复机操作
 // 设备/单卡维度通过 card.IsStandalone 推导（false 则为设备维度，停/复机覆盖设备下所有卡）
@@ -476,7 +483,7 @@ func (s *StopResumeService) resumeSingleCard(ctx context.Context, cardID uint) e
 		return nil
 	}
 
-	s.invalidatePollingCache(ctx, card.ID)
+	s.reschedulePolling(ctx, card.ID)
 
 	s.logger.Info("卡已自动复机",
 		zap.Uint("card_id", cardID),
@@ -583,7 +590,7 @@ func (s *StopResumeService) stopCardWithRetry(ctx context.Context, card *model.I
 				})
 			}
 
-			s.invalidatePollingCache(ctx, card.ID)
+			s.reschedulePolling(ctx, card.ID)
 			s.logCardAudit(ctx, assetAuditSvc.BuildLogParams{
 				Operator:        operator,
 				OperationType:   operationType,
@@ -752,7 +759,7 @@ func (s *StopResumeService) StartMachineSeparatedCard(ctx context.Context, card
 		return wrapErr
 	}
 
-	s.invalidatePollingCache(ctx, card.ID)
+	s.reschedulePolling(ctx, card.ID)
 	s.logCardAudit(ctx, assetAuditSvc.BuildLogParams{
 		OperationType:   constants.AssetAuditOpCardManualStart,
 		OperationDesc:   "机卡分离复机",
@@ -971,7 +978,7 @@ func (s *StopResumeService) ManualStartCard(ctx context.Context, iccid string) e
 		return wrapErr
 	}
 
-	s.invalidatePollingCache(ctx, card.ID)
+	s.reschedulePolling(ctx, card.ID)
 
 	s.logCardAudit(ctx, assetAuditSvc.BuildLogParams{
 		OperationType:   constants.AssetAuditOpCardManualStart,
@@ -1002,3 +1009,13 @@ func (s *StopResumeService) invalidatePollingCache(ctx context.Context, cardID u
 		s.logger.Warn("删除轮询卡缓存失败", zap.Uint("card_id", cardID))
 	}
 }
+
+// reschedulePolling 按卡最新状态重排轮询队列。
+// 未注入生命周期回调时退化为只清缓存，保持原有行为。
+func (s *StopResumeService) reschedulePolling(ctx context.Context, cardID uint) {
+	if s.pollingCallback == nil {
+		s.invalidatePollingCache(ctx, cardID)
+		return
+	}
+	s.pollingCallback.OnCardStatusChanged(ctx, cardID)
+}