diff --git a/src/main/java/com/ai/da/service/impl/DesignItemServiceImpl.java b/src/main/java/com/ai/da/service/impl/DesignItemServiceImpl.java
index 6b9de8dd..8fe518ab 100644
--- a/src/main/java/com/ai/da/service/impl/DesignItemServiceImpl.java
+++ b/src/main/java/com/ai/da/service/impl/DesignItemServiceImpl.java
@@ -497,6 +497,10 @@ public class DesignItemServiceImpl extends ServiceImpl<DesignItemMapper, DesignI
                     .collect(Collectors.toMap(DesignSingleItemDTO::getPriority, DesignSingleItemDTO::getOffset));
         }
 
+        // 创建 priority 到 DesignSingleItemDTO 的映射，用于获取 transpose 和 rotate
+        Map<Integer, DesignSingleItemDTO> priorityToItemDTOMap = designSingleItemDTOList.stream()
+                .collect(Collectors.toMap(DesignSingleItemDTO::getPriority, dto -> dto, (old, newVal) -> old));
+
         List<TDesignPythonOutfitDetail> list = new ArrayList<>();
         for (int i = 0; i < layers.size(); i++) {
             JSONObject jsonObject = layers.getJSONObject(i);
@@ -525,8 +529,12 @@ public class DesignItemServiceImpl extends ServiceImpl<DesignItemMapper, DesignI
                 designPythonOutfitDetail.setOffset(String.valueOf(priorityOffset.get(Math.abs(priority))));
             }
             designPythonOutfitDetail.setPriority(priority);
-            designPythonOutfitDetail.setTranspose(jsonObject.getString("transpose"));
-            designPythonOutfitDetail.setRotate(jsonObject.getDouble("rotate"));
+            // 从前端传入的 DesignSingleItemDTO 中获取 transpose 和 rotate，不再从 Python 返回的数据获取
+            DesignSingleItemDTO itemDTO = priorityToItemDTOMap.get(Math.abs(priority));
+            if (itemDTO != null) {
+                designPythonOutfitDetail.setTranspose(itemDTO.getTranspose() != null ? Arrays.toString(itemDTO.getTranspose()) : null);
+                designPythonOutfitDetail.setRotate(itemDTO.getRotate());
+            }
 
             list.add(designPythonOutfitDetail);
         }