diff --git a/src/plugins/chat/bot.py b/src/plugins/chat/bot.py
index e1049829e..53047f31e 100644
--- a/src/plugins/chat/bot.py
+++ b/src/plugins/chat/bot.py
@@ -1,25 +1,11 @@
-import re
-import time
-from random import random
 
-from ..memory_system.Hippocampus import HippocampusManager
 from ..moods.moods import MoodManager  # 导入情绪管理器
 from ..config.config import global_config
-from .emoji_manager import emoji_manager  # 导入表情包管理器
 from ..chat_module.reasoning_chat.reasoning_generator import ResponseGenerator
-from .message import MessageSending, MessageRecv, MessageThinking, MessageSet
 
-from .chat_stream import chat_manager
 
-from .message_sender import message_manager  # 导入新的消息管理器
-from ..relationship.relationship_manager import relationship_manager
 from ..storage.storage import MessageStorage  # 修改导入路径
-from .utils import is_mentioned_bot_in_message, get_recent_group_detailed_plain_text
-from .utils_image import image_path_to_base64
-from ..willing.willing_manager import willing_manager  # 导入意愿管理器
-from ..message import UserInfo, Seg
 
-from src.heart_flow.heartflow import heartflow
 from src.common.logger import get_module_logger, CHAT_STYLE_CONFIG, LogConfig
 from ..chat_module.think_flow_chat.think_flow_chat import ThinkFlowChat
 from ..chat_module.reasoning_chat.reasoning_chat import ReasoningChat
diff --git a/src/plugins/chat_module/reasoning_chat/reasoning_chat.py b/src/plugins/chat_module/reasoning_chat/reasoning_chat.py
index 600ba4f06..ed7db2a2a 100644
--- a/src/plugins/chat_module/reasoning_chat/reasoning_chat.py
+++ b/src/plugins/chat_module/reasoning_chat/reasoning_chat.py
@@ -9,9 +9,8 @@ from ...chat.emoji_manager import emoji_manager
 from .reasoning_generator import ResponseGenerator
 from ...chat.message import MessageSending, MessageRecv, MessageThinking, MessageSet
 from ...chat.message_sender import message_manager
-from ...relationship.relationship_manager import relationship_manager
 from ...storage.storage import MessageStorage
-from ...chat.utils import is_mentioned_bot_in_message, get_recent_group_detailed_plain_text
+from ...chat.utils import is_mentioned_bot_in_message
 from ...chat.utils_image import image_path_to_base64
 from ...willing.willing_manager import willing_manager
 from ...message import UserInfo, Seg
diff --git a/src/plugins/chat_module/reasoning_chat/reasoning_generator.py b/src/plugins/chat_module/reasoning_chat/reasoning_generator.py
index 354ddaefc..688d09f03 100644
--- a/src/plugins/chat_module/reasoning_chat/reasoning_generator.py
+++ b/src/plugins/chat_module/reasoning_chat/reasoning_generator.py
@@ -5,7 +5,7 @@ import random
 from ....common.database import db
 from ...models.utils_model import LLM_request
 from ...config.config import global_config
-from ...chat.message import MessageRecv, MessageThinking, Message
+from ...chat.message import MessageRecv, MessageThinking
 from .reasoning_prompt_builder import prompt_builder
 from ...chat.utils import process_llm_response
 from src.common.logger import get_module_logger, LogConfig, LLM_STYLE_CONFIG
diff --git a/src/plugins/chat_module/reasoning_chat/reasoning_prompt_builder.py b/src/plugins/chat_module/reasoning_chat/reasoning_prompt_builder.py
index 19c52081a..508febec8 100644
--- a/src/plugins/chat_module/reasoning_chat/reasoning_prompt_builder.py
+++ b/src/plugins/chat_module/reasoning_chat/reasoning_prompt_builder.py
@@ -129,7 +129,7 @@ class PromptBuilder:
 {chat_talking_prompt}
 现在"{sender_name}"说的:{message_txt}。引起了你的注意，你想要在群里发言发言或者回复这条消息。\n
 你的网名叫{global_config.BOT_NICKNAME}，有人也叫你{"/".join(global_config.BOT_ALIAS_NAMES)}，{prompt_personality}。
-你正在{chat_target_2},现在请你读读之前的聊天记录，然后给出日常且口语化的回复，平淡一些，
+你正在{chat_target_2},现在请你读读之前的聊天记录，{mood_prompt}，然后给出日常且口语化的回复，平淡一些，
 尽量简短一些。{keywords_reaction_prompt}请注意把握聊天内容，不要回复的太有条理，可以有个性。{prompt_ger}
 请回复的平淡一些，简短一些，说中文，不要刻意突出自身学科背景，尽量不要说你说过的话 
 请注意不要输出多余内容(包括前后缀，冒号和引号，括号，表情等)，只输出回复内容。
diff --git a/src/plugins/chat_module/think_flow_chat/think_flow_chat.py b/src/plugins/chat_module/think_flow_chat/think_flow_chat.py
index e644e1eb9..e2a96b985 100644
--- a/src/plugins/chat_module/think_flow_chat/think_flow_chat.py
+++ b/src/plugins/chat_module/think_flow_chat/think_flow_chat.py
@@ -9,7 +9,6 @@ from ...chat.emoji_manager import emoji_manager
 from .think_flow_generator import ResponseGenerator
 from ...chat.message import MessageSending, MessageRecv, MessageThinking, MessageSet
 from ...chat.message_sender import message_manager
-from ...relationship.relationship_manager import relationship_manager
 from ...storage.storage import MessageStorage
 from ...chat.utils import is_mentioned_bot_in_message, get_recent_group_detailed_plain_text
 from ...chat.utils_image import image_path_to_base64
diff --git a/src/plugins/chat_module/think_flow_chat/think_flow_generator.py b/src/plugins/chat_module/think_flow_chat/think_flow_generator.py
index 18769983f..d7240d9a6 100644
--- a/src/plugins/chat_module/think_flow_chat/think_flow_generator.py
+++ b/src/plugins/chat_module/think_flow_chat/think_flow_generator.py
@@ -5,7 +5,7 @@ from typing import List, Optional, Tuple, Union
 from ....common.database import db
 from ...models.utils_model import LLM_request
 from ...config.config import global_config
-from ...chat.message import MessageRecv, MessageThinking, Message
+from ...chat.message import MessageRecv, MessageThinking
 from .think_flow_prompt_builder import prompt_builder
 from ...chat.utils import process_llm_response
 from src.common.logger import get_module_logger, LogConfig, LLM_STYLE_CONFIG
diff --git a/src/plugins/chat_module/think_flow_chat/think_flow_prompt_builder.py b/src/plugins/chat_module/think_flow_chat/think_flow_prompt_builder.py
index a61ce2f15..cba03d234 100644
--- a/src/plugins/chat_module/think_flow_chat/think_flow_prompt_builder.py
+++ b/src/plugins/chat_module/think_flow_chat/think_flow_prompt_builder.py
@@ -2,12 +2,11 @@ import random
 import time
 from typing import Optional
 
-from ....common.database import db
 from ...memory_system.Hippocampus import HippocampusManager
 from ...moods.moods import MoodManager
 from ...schedule.schedule_generator import bot_schedule
 from ...config.config import global_config
-from ...chat.utils import get_embedding, get_recent_group_detailed_plain_text
+from ...chat.utils import get_recent_group_detailed_plain_text
 from ...chat.chat_stream import chat_manager
 from src.common.logger import get_module_logger