diff --git a/src/llm_models/utils_model.py b/src/llm_models/utils_model.py
index f60f8c205..49c83c135 100644
--- a/src/llm_models/utils_model.py
+++ b/src/llm_models/utils_model.py
@@ -961,6 +961,7 @@ class LLMRequest:
             )
 
             await self._record_usage(model_info, response.usage, time.time() - start_time, "/chat/completions")
+            logger.debug(f"LLM原始响应: {response.content}")
 
             if not response.content and not response.tool_calls:
                 if raise_when_empty:
diff --git a/src/plugins/built_in/affinity_flow_chatter/plan_filter.py b/src/plugins/built_in/affinity_flow_chatter/plan_filter.py
index 6b97c056b..229860cf1 100644
--- a/src/plugins/built_in/affinity_flow_chatter/plan_filter.py
+++ b/src/plugins/built_in/affinity_flow_chatter/plan_filter.py
@@ -60,13 +60,13 @@ class ChatterPlanFilter:
             prompt, used_message_id_list = await self._build_prompt(plan)
             plan.llm_prompt = prompt
             if global_config.debug.show_prompt:
-                logger.info(f"规划器原始提示词:{prompt}")
+                logger.debug(f"规划器原始提示词:{prompt}")
 
             llm_content, _ = await self.planner_llm.generate_response_async(prompt=prompt)
 
             if llm_content:
                 if global_config.debug.show_prompt:
-                    logger.info(f"LLM规划器原始响应:{llm_content}")
+                    logger.debug(f"LLM规划器原始响应:{llm_content}")
                 try:
                     parsed_json = orjson.loads(repair_json(llm_content))
                 except orjson.JSONDecodeError: