diff --git a/utils/__pycache__/output_handler.cpython-312.pyc b/utils/__pycache__/output_handler.cpython-312.pyc
index 547b7a7..1d58ef4 100644
Binary files a/utils/__pycache__/output_handler.cpython-312.pyc and b/utils/__pycache__/output_handler.cpython-312.pyc differ
diff --git a/utils/output_handler.py b/utils/output_handler.py
index e0cc9e4..c902004 100644
--- a/utils/output_handler.py
+++ b/utils/output_handler.py
@@ -91,42 +91,29 @@ class FileSystemOutputHandler(OutputHandler):
         """Saves content JSON and prompt for a specific variant."""
         variant_dir = self._get_variant_dir(run_id, topic_index, variant_index)
         
-        # 检查内容是否经过审核
-        if content_data.get("judged", False):
-            # 保存原始内容到raw_data.json
-            raw_content = {
-                "title": content_data.get("original_title", content_data.get("title", "")),
-                "content": content_data.get("original_content", content_data.get("content", "")),
-                "tag": content_data.get("tag", ""),  # 确保保留tag字段
-                "error": content_data.get("error", False)
-            }
-            
-            # 如果内容里没有original_字段，则认为当前内容就是原始内容
-            if "original_title" not in content_data and "original_content" not in content_data:
-                # 先深拷贝当前内容数据以避免修改原数据
-                import copy
-                raw_content = copy.deepcopy(content_data)
-                # 移除审核相关字段
-                raw_content.pop("judged", None)
-                raw_content.pop("judge_analysis", None)
-            
-            raw_data_path = os.path.join(variant_dir, "raw_data.json")
-            try:
-                with open(raw_data_path, "w", encoding="utf-8") as f:
-                    json.dump(raw_content, f, ensure_ascii=False, indent=4)
-                logging.info(f"原始内容保存到: {raw_data_path}")
-            except Exception as e:
-                logging.exception(f"保存原始内容到 {raw_data_path} 失败: {e}")
+        # 创建输出数据的副本，避免修改原始数据
+        import copy
+        output_data = copy.deepcopy(content_data)
         
-        # Save content JSON
+        # 确保tag和tags字段保持一致
+        if "tag" not in output_data and output_data.get("tags"):
+            output_data["tag"] = output_data["tags"]
+        elif "tags" not in output_data and output_data.get("tag"):
+            output_data["tags"] = output_data["tag"]
+        
+        # 确保即使在未启用审核的情况下，字段也保持一致
+        if not output_data.get("judged", False):
+            output_data["judged"] = False
+            # 添加original_title、original_content和judge_analysis字段，值为null
+            output_data["original_title"] = None
+            output_data["original_content"] = None
+            output_data["judge_analysis"] = None
+        
+        # 保存统一格式的article.json
         content_path = os.path.join(variant_dir, "article.json")
         try:
-            # 确保tag字段存在
-            if "tag" not in content_data and content_data.get("tags"):
-                content_data["tag"] = content_data["tags"]
-                
             with open(content_path, "w", encoding="utf-8") as f:
-                json.dump(content_data, f, ensure_ascii=False, indent=4)
+                json.dump(output_data, f, ensure_ascii=False, indent=4)
             logging.info(f"Content JSON saved to: {content_path}")
         except Exception as e:
             logging.exception(f"Failed to save content JSON to {content_path}: {e}")