diff --git a/utils/__pycache__/file_io.cpython-312.pyc b/utils/__pycache__/file_io.cpython-312.pyc
index 7838b7d..fd6f2e9 100644
Binary files a/utils/__pycache__/file_io.cpython-312.pyc and b/utils/__pycache__/file_io.cpython-312.pyc differ
diff --git a/utils/tweet/__pycache__/content_judger.cpython-312.pyc b/utils/tweet/__pycache__/content_judger.cpython-312.pyc
index 90270b5..04be3aa 100644
Binary files a/utils/tweet/__pycache__/content_judger.cpython-312.pyc and b/utils/tweet/__pycache__/content_judger.cpython-312.pyc differ
diff --git a/utils/tweet/content_judger.py b/utils/tweet/content_judger.py
index fe8e37b..1c72c43 100644
--- a/utils/tweet/content_judger.py
+++ b/utils/tweet/content_judger.py
@@ -7,7 +7,7 @@
 
 import logging
 import json
-from typing import Dict, Any
+from typing import Dict, Any, Union
 
 from core.ai import AIAgent
 from core.config import ConfigManager, GenerateTopicConfig, GenerateContentConfig
@@ -36,12 +36,12 @@ class ContentJudger:
         self.prompt_builder = JudgerPromptBuilder(config_manager)
         self.output_manager = output_manager
 
-    async def judge_content(self, generated_content: str, topic: Dict[str, Any]) -> Dict[str, Any]:
+    async def judge_content(self, generated_content: Union[str, Dict[str, Any]], topic: Dict[str, Any]) -> Dict[str, Any]:
         """
         调用AI审核生成的内容
 
         Args:
-            generated_content: 已生成的原始内容（JSON字符串格式）
+            generated_content: 已生成的原始内容（JSON字符串或字典对象）
             topic: 与内容相关的原始选题字典
 
         Returns:
@@ -62,10 +62,16 @@ class ContentJudger:
         else:
             logger.warning("从原始内容提取标签失败")
         
+        # 将字典转换为JSON字符串，以便在提示中使用
+        if isinstance(generated_content, dict):
+            generated_content_str = json.dumps(generated_content, ensure_ascii=False, indent=2)
+        else:
+            generated_content_str = str(generated_content)
+        
         # 1. 构建提示
         system_prompt = self.prompt_builder.get_system_prompt()
         user_prompt = self.prompt_builder.build_user_prompt(
-            generated_content=generated_content,
+            generated_content=generated_content_str,
             topic=topic
         )