diff --git a/core/backend/apps/ai/services.py b/core/backend/apps/ai/services.py
index 12292f2..3cc9170 100644
--- a/core/backend/apps/ai/services.py
+++ b/core/backend/apps/ai/services.py
@@ -6,6 +6,7 @@ from datetime import timedelta
 from decimal import Decimal
 from io import BytesIO
 from pathlib import Path
+from django.core.exceptions import ObjectDoesNotExist
 from django.db import transaction
 from django.utils import timezone
 
@@ -819,6 +820,35 @@ _STANDALONE_TASK_TYPE = {
 }
 
 
+def _reap_stale_standalone_image_tasks(*, team) -> None:
+    """兜底:worker 崩溃/重启(OOM、部署)可能留下卡在 RESERVED 的出图任务,额度被一直占住、
+    前端轮询也永远等不到结果。超过 10 分钟(远大于单张真实出图耗时 ~60s)仍 RESERVED 的判为僵尸:
+    标记失败并退还预留额度。趁每次新提交时顺手回收,无需额外的定时任务(与导出僵尸清理同思路)。"""
+    cutoff = timezone.now() - timedelta(minutes=10)
+    stale = AITask.objects.filter(
+        team=team,
+        project__isnull=True,
+        task_type__in=[AITask.Type.PERSON_IMAGE, AITask.Type.PRODUCT_IMAGE],
+        status=AITask.Status.RESERVED,
+        updated_at__lt=cutoff,
+    )
+    for task in stale:
+        try:
+            with transaction.atomic():
+                task.status = AITask.Status.FAILED
+                task.error_message = "worker 未在预期时间内完成(僵尸任务自动回收)"
+                task.completed_at = timezone.now()
+                task.save(update_fields=["status", "error_message", "completed_at", "updated_at"])
+                try:
+                    reservation = task.credit_reservation
+                except ObjectDoesNotExist:
+                    reservation = None
+                if reservation is not None:
+                    release_credit(reservation=reservation, reason="僵尸出图任务自动回收")
+        except Exception:  # noqa: BLE001 — 单个回收失败不应阻断新任务提交
+            continue
+
+
 def enqueue_standalone_images(*, team, user, prompt: str, mode: str = "image", count: int = 1) -> list[AITask]:
     """独立生图(图片创作 / 模特上身图 / 平台套图)改为**异步**:本函数在 Web 请求里只做「建任务 +
     预留额度」这种秒级的活,真正 ~30s 的 ARK 出图交给 Celery worker(generate_standalone_image_task)。
@@ -828,6 +858,7 @@ def enqueue_standalone_images(*, team, user, prompt: str, mode: str = "image", c
     worker 内闭环。返回已 RESERVED 的 AITask 列表,前端拿 id 轮询 GET /api/ai/generate-image/?ids=… 取结果。"""
     from apps.ai.tasks import generate_standalone_image_task
 
+    _reap_stale_standalone_image_tasks(team=team)
     model_config = get_default_model(ModelConfig.Capability.IMAGE)
     if model_config is None:
         raise ValueError("no active image model configured")