diff --git a/src/plugins/PFC/action_planner.py b/src/plugins/PFC/action_planner.py
index fcf0cff68..be65c3d15 100644
--- a/src/plugins/PFC/action_planner.py
+++ b/src/plugins/PFC/action_planner.py
@@ -148,9 +148,9 @@ class ActionPlanner:
         timeout_context = ""
         try:
             if hasattr(conversation_info, "goal_list") and conversation_info.goal_list:
-                last_goal_tuple = conversation_info.goal_list[-1]
-                if isinstance(last_goal_tuple, tuple) and len(last_goal_tuple) > 0:
-                    last_goal_text = last_goal_tuple[0]
+                last_goal_dict = conversation_info.goal_list[-1]
+                if isinstance(last_goal_dict, dict) and "goal" in last_goal_dict:
+                    last_goal_text = last_goal_dict["goal"]
                     if isinstance(last_goal_text, str) and "分钟，思考接下来要做什么" in last_goal_text:
                         try:
                             timeout_minutes_text = last_goal_text.split("，")[0].replace("你等待了", "")
@@ -172,19 +172,20 @@ class ActionPlanner:
         try:
             if hasattr(conversation_info, "goal_list") and conversation_info.goal_list:
                 for goal_reason in conversation_info.goal_list:
-                    if isinstance(goal_reason, tuple) and len(goal_reason) > 0:
-                        goal = goal_reason[0]
-                        reasoning = goal_reason[1] if len(goal_reason) > 1 else "没有明确原因"
-                    elif isinstance(goal_reason, dict):
+                    if isinstance(goal_reason, dict):
                         goal = goal_reason.get("goal", "目标内容缺失")
                         reasoning = goal_reason.get("reasoning", "没有明确原因")
                     else:
                         goal = str(goal_reason)
                         reasoning = "没有明确原因"
+                    
                     goal = str(goal) if goal is not None else "目标内容缺失"
                     reasoning = str(reasoning) if reasoning is not None else "没有明确原因"
                     goals_str += f"- 目标：{goal}\n  原因：{reasoning}\n"
-            if not goals_str:
+                
+                if not goals_str:
+                    goals_str = "- 目前没有明确对话目标，请考虑设定一个。\n"
+            else:
                 goals_str = "- 目前没有明确对话目标，请考虑设定一个。\n"
         except AttributeError:
             logger.warning("ConversationInfo object might not have goal_list attribute yet.")
diff --git a/src/plugins/PFC/conversation.py b/src/plugins/PFC/conversation.py
index 6afc57c31..5bd1f2a24 100644
--- a/src/plugins/PFC/conversation.py
+++ b/src/plugins/PFC/conversation.py
@@ -189,9 +189,7 @@ class Conversation:
                 if hasattr(self.conversation_info, "goal_list") and self.conversation_info.goal_list:
                     for goal_item in self.conversation_info.goal_list:
                         current_goal = None
-                        if isinstance(goal_item, tuple) and len(goal_item) > 0:
-                            current_goal = goal_item[0]
-                        elif isinstance(goal_item, dict):
+                        if isinstance(goal_item, dict):
                             current_goal = goal_item.get("goal")
 
                         if current_goal == "结束对话":
diff --git a/src/plugins/PFC/pfc.py b/src/plugins/PFC/pfc.py
index 2abff99bf..af7335d42 100644
--- a/src/plugins/PFC/pfc.py
+++ b/src/plugins/PFC/pfc.py
@@ -60,16 +60,10 @@ class GoalAnalyzer:
         goals_str = ""
         if conversation_info.goal_list:
             for goal_reason in conversation_info.goal_list:
-                # 处理字典或元组格式
-                if isinstance(goal_reason, tuple):
-                    # 假设元组的第一个元素是目标，第二个元素是原因
-                    goal = goal_reason[0]
-                    reasoning = goal_reason[1] if len(goal_reason) > 1 else "没有明确原因"
-                elif isinstance(goal_reason, dict):
-                    goal = goal_reason.get("goal")
+                if isinstance(goal_reason, dict):
+                    goal = goal_reason.get("goal", "目标内容缺失")
                     reasoning = goal_reason.get("reasoning", "没有明确原因")
                 else:
-                    # 如果是其他类型，尝试转为字符串
                     goal = str(goal_reason)
                     reasoning = "没有明确原因"
 
diff --git a/src/plugins/PFC/reply_generator.py b/src/plugins/PFC/reply_generator.py
index 020d57a49..4683b5d3d 100644
--- a/src/plugins/PFC/reply_generator.py
+++ b/src/plugins/PFC/reply_generator.py
@@ -98,21 +98,20 @@ class ReplyGenerator:
         goals_str = ""
         if conversation_info.goal_list:
             for goal_reason in conversation_info.goal_list:
-                if isinstance(goal_reason, tuple):
-                    goal = goal_reason[0] if len(goal_reason) > 0 else "目标内容缺失"
-                    reasoning = goal_reason[1] if len(goal_reason) > 1 else "没有明确原因"
-                elif isinstance(goal_reason, dict):
+                if isinstance(goal_reason, dict):
                     goal = goal_reason.get("goal", "目标内容缺失")
                     reasoning = goal_reason.get("reasoning", "没有明确原因")
                 else:
                     goal = str(goal_reason)
                     reasoning = "没有明确原因"
+                
                 goal = str(goal) if goal is not None else "目标内容缺失"
                 reasoning = str(reasoning) if reasoning is not None else "没有明确原因"
                 goals_str += f"- 目标：{goal}\n  原因：{reasoning}\n"
         else:
             goals_str = "- 目前没有明确对话目标\n"  # 简化无目标情况
 
+
         # 获取聊天历史记录 (chat_history_text)
         chat_history_text = observation_info.chat_history_str
         if observation_info.new_messages_count > 0 and observation_info.unprocessed_messages:
diff --git a/src/plugins/PFC/waiter.py b/src/plugins/PFC/waiter.py
index b58d3367c..c12a1e8b0 100644
--- a/src/plugins/PFC/waiter.py
+++ b/src/plugins/PFC/waiter.py
@@ -39,7 +39,7 @@ class Waiter:
                 logger.info(f"等待超过 {DESIRED_TIMEOUT_SECONDS} 秒...添加思考目标。")
                 wait_goal = {
                     "goal": f"你等待了{elapsed_time / 60:.1f}分钟，注意可能在对方看来聊天已经结束，思考接下来要做什么",
-                    "reason": "对方很久没有回复你的消息了",
+                    "reasoning": "对方很久没有回复你的消息了",
                 }
                 conversation_info.goal_list.append(wait_goal)
                 logger.info(f"添加目标: {wait_goal}")
@@ -66,7 +66,7 @@ class Waiter:
                 wait_goal = {
                     # 保持 goal 文本一致
                     "goal": f"你等待了{elapsed_time / 60:.1f}分钟，对方似乎话说一半突然消失了，可能忙去了？也可能忘记了回复？要问问吗？还是结束对话？或继续等待？思考接下来要做什么",
-                    "reason": "对方话说一半消失了，很久没有回复",
+                    "reasoning": "对方话说一半消失了，很久没有回复",
                 }
                 conversation_info.goal_list.append(wait_goal)
                 logger.info(f"添加目标: {wait_goal}")