diff --git a/shortdrama/dao/generation_task_dao.go b/shortdrama/dao/generation_task_dao.go
index 2ffa655..2bf860f 100644
--- a/shortdrama/dao/generation_task_dao.go
+++ b/shortdrama/dao/generation_task_dao.go
@@ -197,6 +197,24 @@ func (d *generationTaskDao) ListByEpisodeIds(ctx context.Context, episodeIds []i
 	return
 }
 
+// ListByStatuses — 按多状态查询所有生成任务
+func (d *generationTaskDao) ListByStatuses(ctx context.Context, statuses []string) (res []*entity.GenerationTask, err error) {
+	if len(statuses) == 0 {
+		return []*entity.GenerationTask{}, nil
+	}
+	r, err := g.DB().Model(public.TableNameGenerationTask).Ctx(ctx).
+		Where("status in (?)", statuses).
+		OrderDesc("id").All()
+	if err != nil {
+		return
+	}
+	if r == nil {
+		return []*entity.GenerationTask{}, nil
+	}
+	err = r.Structs(&res)
+	return
+}
+
 // ListByStatus — 按状态查询所有生成任务
 func (d *generationTaskDao) ListByStatus(ctx context.Context, status string) (res []*entity.GenerationTask, err error) {
 	r, err := g.DB().Model(public.TableNameGenerationTask).Ctx(ctx).
diff --git a/shortdrama/service/drama_service.go b/shortdrama/service/drama_service.go
index ceabacc..d447dae 100644
--- a/shortdrama/service/drama_service.go
+++ b/shortdrama/service/drama_service.go
@@ -790,33 +790,20 @@ func (s *dramaService) pollPendingVideos(ctx context.Context) {
 		return
 	}
 
-	tasks, err := dao.GenerationTask.ListByStatus(ctx, "generating")
+	allTasks, err := dao.GenerationTask.ListByStatuses(ctx, []string{"generating", "review"})
+	if err != nil || len(allTasks) == 0 {
+		return
+	}
 
-	// 兜底：检查是否有剧集所有任务已完成但状态未更新
-	if revTasks, _ := dao.GenerationTask.ListByStatus(ctx, "review"); len(revTasks) > 0 {
-		seenEp := make(map[int64]bool)
-		for _, rt := range revTasks {
-			if seenEp[rt.EpisodeId] {
-				continue
-			}
-			seenEp[rt.EpisodeId] = true
-			if ep, _ := dao.Episode.GetOne(ctx, rt.EpisodeId); ep != nil && ep.Status != "review" && ep.Status != "completed" {
-				allTasks, _ := dao.GenerationTask.ListByEpisode(ctx, rt.EpisodeId)
-				allDone := true
-				for _, t := range allTasks {
-					if t.Status != "review" && t.Status != "completed" {
-						allDone = false
-						break
-					}
-				}
-				if allDone {
-					_ = dao.Episode.UpdateStatus(ctx, rt.EpisodeId, "review", "")
-				}
-			}
+	// 只处理 generating 任务，review/completed 任务由主流程推进时已更新 episode 状态
+	var tasks []*entity.GenerationTask
+	for _, t := range allTasks {
+		if t.Status == "generating" {
+			tasks = append(tasks, t)
 		}
 	}
 
-	if err != nil || len(tasks) == 0 {
+	if len(tasks) == 0 {
 		return
 	}