diff --git a/app/server/ChatbotAgent/agent_server.py b/app/server/ChatbotAgent/agent_server.py
index 14fe18a..6cc9450 100644
--- a/app/server/ChatbotAgent/agent_server.py
+++ b/app/server/ChatbotAgent/agent_server.py
@@ -81,7 +81,7 @@ class LCAgent(ls.LitAPI):
                                                              user_id=request.user_id,
                                                              gender=request.gender,
                                                              callback_url=request.callback_url)
-        logger.info("\n--- Final Recommendation Results ---")
+        logger.info("--- Final Recommendation Results ---")
         for i, path in enumerate(recommendation_results.get("successful_outfits", [])):
             logger.info(f"✅ Outfit {i + 1} saved to: {path}")
         for failed in recommendation_results.get("failed_outfits", []):
diff --git a/app/server/ChatbotAgent/core/stylist_agent_server.py b/app/server/ChatbotAgent/core/stylist_agent_server.py
index 8485394..f20d7ee 100644
--- a/app/server/ChatbotAgent/core/stylist_agent_server.py
+++ b/app/server/ChatbotAgent/core/stylist_agent_server.py
@@ -282,6 +282,14 @@ class AsyncStylistAgent:
         logger.info(response_data)
         item_id = ""
         item_category = ""
+        headers = {
+            'Accept': "*/*",
+            'Accept-Encoding': "gzip, deflate, br",
+            'User-Agent': "PostmanRuntime-ApipostRuntime/1.1.0",
+            'Connection': "keep-alive",
+            'Content-Type': "application/json"
+        }
+        url = f'{callback_url}/api/style/callback'
         while True:
             # 1. 准备用户输入(上下文)
             user_input = self._build_user_input()
@@ -292,12 +300,15 @@ class AsyncStylistAgent:
             response_data['path'] = minio_path
             if item_id:
                 response_data['items'].append({"item_id": item_id, "category": item_category})
+
             if not gemini_data:
                 # if gemini_data:
                 print("🚨 Agent 返回无效响应,终止流程。")
                 self.stop_reason = "Agent failed to return response"
                 response_data['status'] = "failed"
                 response_data['message'] = self.stop_reason
+                response = post_request(url=url, data=json.dumps(response_data), headers=headers)
+                logger.info(f"request data ：{response_data} | JAVA callback info -> status:{response.status_code} | message:{response.text}")
                 break
 
             # 3. 检查终止条件
@@ -306,6 +317,8 @@ class AsyncStylistAgent:
                 self.stop_reason = "Finish reason: " + gemini_data.get('reason', 'No reason provided')
                 response_data['status'] = "stop"
                 response_data['message'] = self.stop_reason
+                response = post_request(url=url, data=json.dumps(response_data), headers=headers)
+                logger.info(f"request data ：{response_data} | JAVA callback info -> status:{response.status_code} | message:{response.text}")
                 break
 
             # 4. 处理推荐单品
@@ -320,6 +333,8 @@ class AsyncStylistAgent:
                     # 这里简化为跳过本次循环
                     response_data['status'] = "continue"
                     response_data['message'] = f"❌ Agent 推荐了无效类别: {category}。要求 Agent 重新输出。",
+                    response = post_request(url=url, data=json.dumps(response_data), headers=headers)
+                    logger.info(f"request data ：{response_data} | JAVA callback info -> status:{response.status_code} | message:{response.text}")
                     continue
 
                 # 4b. 在本地 DB 中查询单品
@@ -338,6 +353,8 @@ class AsyncStylistAgent:
                         self.stop_reason = "Finish reason: Duplicate item selected."
                         response_data['status'] = "stop"
                         response_data['message'] = self.stop_reason
+                        response = post_request(url=url, data=json.dumps(response_data), headers=headers)
+                        logger.info(f"request data ：{response_data} | JAVA callback info -> status:{response.status_code} | message:{response.text}")
                         break
 
                     if new_item['item_id'] == "ELG383":
@@ -345,17 +362,23 @@ class AsyncStylistAgent:
                             self.stop_reason = "Finish reason: ELG383 is seleced repeatly."
                             response_data['status'] = "stop"
                             response_data['message'] = self.stop_reason
+                            response = post_request(url=url, data=json.dumps(response_data), headers=headers)
+                            logger.info(f"request data ：{response_data} | JAVA callback info -> status:{response.status_code} | message:{response.text}")
                             break
 
                     self.outfit_items.append(new_item)
                     # print(f"➕ 成功添加单品: {new_item['category']} ({new_item['item_id']}). 当前搭配数量: {len(self.outfit_items)}")
                     response_data['status'] = "ok"
                     response_data['message'] = self.stop_reason
+                    response = post_request(url=url, data=json.dumps(response_data), headers=headers)
+                    logger.info(f"request data ：{response_data} | JAVA callback info -> status:{response.status_code} | message:{response.text}")
                 else:
                     print("⚠️ 未找到匹配单品,无法继续搭配。终止。")
                     self.stop_reason = "Finish reason: No matching item found in local database."
                     response_data['status'] = "stop"
                     response_data['message'] = self.stop_reason
+                    response = post_request(url=url, data=json.dumps(response_data), headers=headers)
+                    logger.info(f"request data ：{response_data} | JAVA callback info -> status:{response.status_code} | message:{response.text}")
                     break
 
             if len(self.outfit_items) >= self.max_len:  # 设置一个最大循环限制,防止无限循环
@@ -363,19 +386,9 @@ class AsyncStylistAgent:
                 self.stop_reason = "Finish reason: Reached max outfit length."
                 response_data['status'] = "stop"
                 response_data['message'] = self.stop_reason
+                response = post_request(url=url, data=json.dumps(response_data), headers=headers)
+                logger.info(f"request data ：{response_data} | JAVA callback info -> status:{response.status_code} | message:{response.text}")
                 break
-
-            logger.info(f"request data ：{response_data}")
-            headers = {
-                'Accept': "*/*",
-                'Accept-Encoding': "gzip, deflate, br",
-                'User-Agent': "PostmanRuntime-ApipostRuntime/1.1.0",
-                'Connection': "keep-alive",
-                'Content-Type': "application/json"
-            }
-            url = f'{callback_url}/api/style/callback'
-            response = post_request(url=url, data=json.dumps(response_data), headers=headers)
-            logger.info(f"JAVA callback info -> status:{response.status_code} | message:{response.text}")
         return response_data
 
     def _upload_to_gcs(self, bucket_name: str, blob_name: str, mime_type, image_bytes) -> str: