diff --git a/src/chat/planner_actions/action_manager.py b/src/chat/planner_actions/action_manager.py
index 8bfcc0143..e439f5299 100644
--- a/src/chat/planner_actions/action_manager.py
+++ b/src/chat/planner_actions/action_manager.py
@@ -434,6 +434,8 @@ class ChatterActionManager:
         # 根据新消息数量决定是否需要引用回复
         reply_text = ""
         is_proactive_thinking = (message_data.get("message_type") == "proactive_thinking") if message_data else True
+        
+        logger.debug(f"[send_response] message_data: {message_data}")
 
         first_replied = False
         for reply_seg in reply_set:
diff --git a/src/plugin_system/apis/send_api.py b/src/plugin_system/apis/send_api.py
index 54e2ed239..63da8e28d 100644
--- a/src/plugin_system/apis/send_api.py
+++ b/src/plugin_system/apis/send_api.py
@@ -189,6 +189,7 @@ async def _send_to_target(
 
         # 处理回复消息
         if reply_to_message:
+            logger.info(f"[_send_to_target] reply_to_message: {reply_to_message}")
             anchor_message = message_dict_to_message_recv(message_dict=reply_to_message)
             anchor_message.update_chat_stream(target_stream)
             reply_to_platform_id = (
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 349ed82ef..c1d234c28 100644
--- a/src/plugins/built_in/affinity_flow_chatter/plan_filter.py
+++ b/src/plugins/built_in/affinity_flow_chatter/plan_filter.py
@@ -467,6 +467,12 @@ class ChatterPlanFilter:
                             real_message_id = target_message_dict.get("message_id") or target_message_dict.get("id")
                             if real_message_id:
                                 action_data["target_message_id"] = real_message_id
+                        
+                        # 确保 action_message 中始终有 message_id 字段
+                        if "message_id" not in target_message_obj and "id" in target_message_obj:
+                            target_message_obj["message_id"] = target_message_obj["id"]
+                        
+                        logger.info(f"[_parse_single_action] target_message_obj: {target_message_obj}")
                     else:
                         # 如果找不到目标消息，对于reply动作来说这是必需的，应该记录警告
                         if action == "reply":