diff --git a/src/chat/focus_chat/heartFC_chat.py b/src/chat/focus_chat/heartFC_chat.py
index 08008bfe9..70cda57c6 100644
--- a/src/chat/focus_chat/heartFC_chat.py
+++ b/src/chat/focus_chat/heartFC_chat.py
@@ -4,20 +4,21 @@ import time
 import traceback
 from collections import deque
 from typing import List, Optional, Dict, Any, Deque, Callable, Awaitable
-from src.chat.message_receive.chat_stream import get_chat_manager
 from rich.traceback import install
-from src.chat.utils.prompt_builder import global_prompt_manager
+
+from src.config.config import global_config
 from src.common.logger import get_logger
+from src.chat.message_receive.chat_stream import get_chat_manager
+from src.chat.utils.prompt_builder import global_prompt_manager
 from src.chat.utils.timer_calculator import Timer
-from src.chat.focus_chat.focus_loop_info import FocusLoopInfo
 from src.chat.planner_actions.planner import ActionPlanner
 from src.chat.planner_actions.action_modifier import ActionModifier
 from src.chat.planner_actions.action_manager import ActionManager
-from src.config.config import global_config
+from src.chat.focus_chat.focus_loop_info import FocusLoopInfo
 from src.chat.focus_chat.hfc_performance_logger import HFCPerformanceLogger
-from src.person_info.relationship_builder_manager import relationship_builder_manager
 from src.chat.focus_chat.hfc_utils import CycleDetail
-
+from src.person_info.relationship_builder_manager import relationship_builder_manager
+from src.plugin_system.base.component_types import ChatMode
 
 install(extra_lines=3)
 
@@ -134,8 +135,7 @@ class HeartFChatting:
     def _handle_loop_completion(self, task: asyncio.Task):
         """当 _hfc_loop 任务完成时执行的回调。"""
         try:
-            exception = task.exception()
-            if exception:
+            if exception := task.exception():
                 logger.error(f"{self.log_prefix} HeartFChatting: 脱离了聊天(异常): {exception}")
                 logger.error(traceback.format_exc())  # Log full traceback for exceptions
             else:
@@ -342,7 +342,7 @@ class HeartFChatting:
                     # 调用完整的动作修改流程
                     await self.action_modifier.modify_actions(
                         loop_info=self.loop_info,
-                        mode="focus",
+                        mode=ChatMode.FOCUS,
                     )
                 except Exception as e:
                     logger.error(f"{self.log_prefix} 动作修改失败: {e}")
diff --git a/src/chat/heart_flow/chat_state_info.py b/src/chat/heart_flow/chat_state_info.py
index 33936186b..871516d49 100644
--- a/src/chat/heart_flow/chat_state_info.py
+++ b/src/chat/heart_flow/chat_state_info.py
@@ -5,6 +5,9 @@ class ChatState(enum.Enum):
     ABSENT = "没在看群"
     NORMAL = "随便水群"
     FOCUSED = "认真水群"
+    
+    def __str__(self):
+        return self.name
 
 
 class ChatStateInfo:
diff --git a/src/chat/heart_flow/heartflow.py b/src/chat/heart_flow/heartflow.py
index ca6e8be7b..fdcfba6a3 100644
--- a/src/chat/heart_flow/heartflow.py
+++ b/src/chat/heart_flow/heartflow.py
@@ -16,14 +16,11 @@ class Heartflow:
     async def get_or_create_subheartflow(self, subheartflow_id: Any) -> Optional["SubHeartflow"]:
         """获取或创建一个新的SubHeartflow实例"""
         if subheartflow_id in self.subheartflows:
-            subflow = self.subheartflows.get(subheartflow_id)
-            if subflow:
+            if subflow := self.subheartflows.get(subheartflow_id):
                 return subflow
 
         try:
-            new_subflow = SubHeartflow(
-                subheartflow_id,
-            )
+            new_subflow = SubHeartflow(subheartflow_id)
 
             await new_subflow.initialize()
 
diff --git a/src/chat/heart_flow/heartflow_message_processor.py b/src/chat/heart_flow/heartflow_message_processor.py
index fc4337887..d01775168 100644
--- a/src/chat/heart_flow/heartflow_message_processor.py
+++ b/src/chat/heart_flow/heartflow_message_processor.py
@@ -123,7 +123,7 @@ class HeartFCMessageReceiver:
 
             logger.debug(f"[{mes_name}][当前时段回复频率: {current_talk_frequency}]")
 
-            # 8. 关系处理
+            # 4. 关系处理
             if global_config.relationship.enable_relationship:
                 await _process_relationship(message)
 
diff --git a/src/chat/heart_flow/sub_heartflow.py b/src/chat/heart_flow/sub_heartflow.py
index 9ef357379..9f6a49895 100644
--- a/src/chat/heart_flow/sub_heartflow.py
+++ b/src/chat/heart_flow/sub_heartflow.py
@@ -72,27 +72,28 @@ class SubHeartflow:
         停止 NormalChat 实例
         切出 CHAT 状态时使用
         """
-        if self.normal_chat_instance:
-            logger.info(f"{self.log_prefix} 离开normal模式")
-            try:
-                logger.debug(f"{self.log_prefix} 开始调用 stop_chat()")
-                # 使用更短的超时时间，强制快速停止
-                await asyncio.wait_for(self.normal_chat_instance.stop_chat(), timeout=3.0)
-                logger.debug(f"{self.log_prefix} stop_chat() 调用完成")
-            except asyncio.TimeoutError:
-                logger.warning(f"{self.log_prefix} 停止 NormalChat 超时，强制清理")
-                # 超时时强制清理实例
+        if not self.normal_chat_instance:
+            return
+        logger.info(f"{self.log_prefix} 离开normal模式")
+        try:
+            logger.debug(f"{self.log_prefix} 开始调用 stop_chat()")
+            # 使用更短的超时时间，强制快速停止
+            await asyncio.wait_for(self.normal_chat_instance.stop_chat(), timeout=3.0)
+            logger.debug(f"{self.log_prefix} stop_chat() 调用完成")
+        except asyncio.TimeoutError:
+            logger.warning(f"{self.log_prefix} 停止 NormalChat 超时，强制清理")
+            # 超时时强制清理实例
+            self.normal_chat_instance = None
+        except Exception as e:
+            logger.error(f"{self.log_prefix} 停止 NormalChat 监控任务时出错: {e}")
+            # 出错时也要清理实例，避免状态不一致
+            self.normal_chat_instance = None
+        finally:
+            # 确保实例被清理
+            if self.normal_chat_instance:
+                logger.warning(f"{self.log_prefix} 强制清理 NormalChat 实例")
                 self.normal_chat_instance = None
-            except Exception as e:
-                logger.error(f"{self.log_prefix} 停止 NormalChat 监控任务时出错: {e}")
-                # 出错时也要清理实例，避免状态不一致
-                self.normal_chat_instance = None
-            finally:
-                # 确保实例被清理
-                if self.normal_chat_instance:
-                    logger.warning(f"{self.log_prefix} 强制清理 NormalChat 实例")
-                    self.normal_chat_instance = None
-                logger.debug(f"{self.log_prefix} _stop_normal_chat 完成")
+            logger.debug(f"{self.log_prefix} _stop_normal_chat 完成")
 
     async def _start_normal_chat(self, rewind=False) -> bool:
         """
@@ -348,6 +349,4 @@ class SubHeartflow:
         if elapsed_since_exit >= cooldown_duration:
             return 1.0  # 冷却完成
 
-        # 计算进度：0表示刚开始冷却，1表示冷却完成
-        progress = elapsed_since_exit / cooldown_duration
-        return progress
+        return elapsed_since_exit / cooldown_duration
diff --git a/src/chat/normal_chat/normal_chat.py b/src/chat/normal_chat/normal_chat.py
index 4704cb238..b5e9890eb 100644
--- a/src/chat/normal_chat/normal_chat.py
+++ b/src/chat/normal_chat/normal_chat.py
@@ -1,28 +1,30 @@
 import asyncio
 import time
+import traceback
 from random import random
 from typing import List, Optional
+from maim_message import UserInfo, Seg
+
 from src.config.config import global_config
 from src.common.logger import get_logger
-from src.person_info.person_info import get_person_info_manager
-from src.plugin_system.apis import generator_api
-from maim_message import UserInfo, Seg
-from src.chat.message_receive.chat_stream import ChatStream, get_chat_manager
-from src.chat.utils.timer_calculator import Timer
 from src.common.message_repository import count_messages
-from src.chat.utils.prompt_builder import global_prompt_manager
-from ..message_receive.message import MessageSending, MessageRecv, MessageThinking, MessageSet
+from src.plugin_system.apis import generator_api
+from src.plugin_system.base.component_types import ChatMode
+from src.chat.message_receive.chat_stream import ChatStream, get_chat_manager
+from src.chat.message_receive.message import MessageSending, MessageRecv, MessageThinking, MessageSet
 from src.chat.message_receive.normal_message_sender import message_manager
 from src.chat.normal_chat.willing.willing_manager import get_willing_manager
 from src.chat.planner_actions.action_manager import ActionManager
-from src.person_info.relationship_builder_manager import relationship_builder_manager
-from .priority_manager import PriorityManager
-import traceback
 from src.chat.planner_actions.planner import ActionPlanner
 from src.chat.planner_actions.action_modifier import ActionModifier
-
 from src.chat.utils.utils import get_chat_type_and_target_info
+from src.chat.utils.prompt_builder import global_prompt_manager
+from src.chat.utils.timer_calculator import Timer
 from src.mood.mood_manager import mood_manager
+from src.person_info.person_info import get_person_info_manager
+from src.person_info.relationship_builder_manager import relationship_builder_manager
+from .priority_manager import PriorityManager
+
 
 willing_manager = get_willing_manager()
 
@@ -70,7 +72,7 @@ class NormalChat:
 
         # Planner相关初始化
         self.action_manager = ActionManager()
-        self.planner = ActionPlanner(self.stream_id, self.action_manager, mode="normal")
+        self.planner = ActionPlanner(self.stream_id, self.action_manager, mode=ChatMode.NORMAL)
         self.action_modifier = ActionModifier(self.action_manager, self.stream_id)
         self.enable_planner = global_config.normal_chat.enable_planner  # 从配置中读取是否启用planner
 
@@ -126,13 +128,8 @@ class NormalChat:
                         continue  # 条目已被其他任务处理
 
                     message, interest_value, _ = value
-                    if not self._disabled:
-                        # 更新消息段信息
-                        # self._update_user_message_segments(message)
-
-                        # 添加消息到优先级管理器
-                        if self.priority_manager:
-                            self.priority_manager.add_message(message, interest_value)
+                    if not self._disabled and self.priority_manager:
+                        self.priority_manager.add_message(message, interest_value)
 
             except Exception:
                 logger.error(
@@ -564,8 +561,8 @@ class NormalChat:
         available_actions = None
         if self.enable_planner:
             try:
-                await self.action_modifier.modify_actions(mode="normal", message_content=message.processed_plain_text)
-                available_actions = self.action_manager.get_using_actions_for_mode("normal")
+                await self.action_modifier.modify_actions(mode=ChatMode.NORMAL, message_content=message.processed_plain_text)
+                available_actions = self.action_manager.get_using_actions_for_mode(ChatMode.NORMAL)
             except Exception as e:
                 logger.warning(f"[{self.stream_name}] 获取available_actions失败: {e}")
                 available_actions = None
diff --git a/src/chat/normal_chat/priority_manager.py b/src/chat/normal_chat/priority_manager.py
index 9e1ef76c2..0296017ff 100644
--- a/src/chat/normal_chat/priority_manager.py
+++ b/src/chat/normal_chat/priority_manager.py
@@ -2,7 +2,8 @@ import time
 import heapq
 import math
 from typing import List, Dict, Optional
-from ..message_receive.message import MessageRecv
+
+from src.chat.message_receive.message import MessageRecv
 from src.common.logger import get_logger
 
 logger = get_logger("normal_chat")
diff --git a/src/chat/planner_actions/action_manager.py b/src/chat/planner_actions/action_manager.py
index 3918831ca..3937d1d14 100644
--- a/src/chat/planner_actions/action_manager.py
+++ b/src/chat/planner_actions/action_manager.py
@@ -3,14 +3,10 @@ from src.plugin_system.base.base_action import BaseAction
 from src.chat.message_receive.chat_stream import ChatStream
 from src.common.logger import get_logger
 from src.plugin_system.core.component_registry import component_registry
-from src.plugin_system.base.component_types import ComponentType
+from src.plugin_system.base.component_types import ComponentType, ActionActivationType, ChatMode, ActionInfo
 
 logger = get_logger("action_manager")
 
-# 定义动作信息类型
-ActionInfo = Dict[str, Any]
-
-
 class ActionManager:
     """
     动作管理器，用于管理各种类型的动作
@@ -20,8 +16,8 @@ class ActionManager:
 
     # 类常量
     DEFAULT_RANDOM_PROBABILITY = 0.3
-    DEFAULT_MODE = "all"
-    DEFAULT_ACTIVATION_TYPE = "always"
+    DEFAULT_MODE = ChatMode.ALL
+    DEFAULT_ACTIVATION_TYPE = ActionActivationType.ALWAYS
 
     def __init__(self):
         """初始化动作管理器"""
@@ -54,11 +50,8 @@ class ActionManager:
     def _load_plugin_system_actions(self) -> None:
         """从插件系统的component_registry加载Action组件"""
         try:
-            from src.plugin_system.core.component_registry import component_registry
-            from src.plugin_system.base.component_types import ComponentType
-
             # 获取所有Action组件
-            action_components = component_registry.get_components_by_type(ComponentType.ACTION)
+            action_components: Dict[str, ActionInfo] = component_registry.get_components_by_type(ComponentType.ACTION)
 
             for action_name, action_info in action_components.items():
                 if action_name in self._registered_actions:
@@ -181,28 +174,28 @@ class ActionManager:
         """获取当前正在使用的动作集合"""
         return self._using_actions.copy()
 
-    def get_using_actions_for_mode(self, mode: str) -> Dict[str, ActionInfo]:
+    def get_using_actions_for_mode(self, mode: ChatMode) -> Dict[str, ActionInfo]:
         """
         根据聊天模式获取可用的动作集合
 
         Args:
-            mode: 聊天模式 ("focus", "normal", "all")
+            mode: 聊天模式 (ChatMode.FOCUS, ChatMode.NORMAL, ChatMode.ALL)
 
         Returns:
             Dict[str, ActionInfo]: 在指定模式下可用的动作集合
         """
-        filtered_actions = {}
+        enabled_actions = {}
 
         for action_name, action_info in self._using_actions.items():
-            action_mode = action_info.get("mode_enable", "all")
+            action_mode = action_info.mode_enable
 
             # 检查动作是否在当前模式下启用
-            if action_mode == "all" or action_mode == mode:
-                filtered_actions[action_name] = action_info
+            if action_mode in [ChatMode.ALL, mode]:
+                enabled_actions[action_name] = action_info
                 logger.debug(f"动作 {action_name} 在模式 {mode} 下可用 (mode_enable: {action_mode})")
 
-        logger.debug(f"模式 {mode} 下可用动作: {list(filtered_actions.keys())}")
-        return filtered_actions
+        logger.debug(f"模式 {mode} 下可用动作: {list(enabled_actions.keys())}")
+        return enabled_actions
 
     def add_action_to_using(self, action_name: str) -> bool:
         """
diff --git a/src/chat/planner_actions/action_modifier.py b/src/chat/planner_actions/action_modifier.py
index a2e0066cf..4b15cbdb0 100644
--- a/src/chat/planner_actions/action_modifier.py
+++ b/src/chat/planner_actions/action_modifier.py
@@ -1,15 +1,17 @@
-from typing import List, Optional, Any, Dict
-from src.common.logger import get_logger
-from src.chat.focus_chat.focus_loop_info import FocusLoopInfo
-from src.chat.message_receive.chat_stream import get_chat_manager
-from src.config.config import global_config
-from src.llm_models.utils_model import LLMRequest
 import random
 import asyncio
 import hashlib
 import time
+from typing import List, Optional, Any, Dict
+
+from src.common.logger import get_logger
+from src.config.config import global_config
+from src.llm_models.utils_model import LLMRequest
+from src.chat.focus_chat.focus_loop_info import FocusLoopInfo
+from src.chat.message_receive.chat_stream import get_chat_manager
 from src.chat.planner_actions.action_manager import ActionManager
 from src.chat.utils.chat_message_builder import get_raw_msg_before_timestamp_with_chat, build_readable_messages
+from src.plugin_system.base.component_types import ChatMode
 
 logger = get_logger("action_manager")
 
@@ -44,7 +46,7 @@ class ActionModifier:
     async def modify_actions(
         self,
         loop_info=None,
-        mode: str = "focus",
+        mode: ChatMode = ChatMode.FOCUS,
         message_content: str = "",
     ):
         """
@@ -528,7 +530,7 @@ class ActionModifier:
 
     def get_available_actions_count(self) -> int:
         """获取当前可用动作数量（排除默认的no_action）"""
-        current_actions = self.action_manager.get_using_actions_for_mode("normal")
+        current_actions = self.action_manager.get_using_actions_for_mode(ChatMode.NORMAL)
         # 排除no_action（如果存在）
         filtered_actions = {k: v for k, v in current_actions.items() if k != "no_action"}
         return len(filtered_actions)
diff --git a/src/chat/planner_actions/planner.py b/src/chat/planner_actions/planner.py
index edd5d010d..db7001b14 100644
--- a/src/chat/planner_actions/planner.py
+++ b/src/chat/planner_actions/planner.py
@@ -1,18 +1,21 @@
-import json  # <--- 确保导入 json
+import json
+import time
 import traceback
 from typing import Dict, Any, Optional
 from rich.traceback import install
+from datetime import datetime
+from json_repair import repair_json
+
 from src.llm_models.utils_model import LLMRequest
 from src.config.config import global_config
 from src.common.logger import get_logger
 from src.chat.utils.prompt_builder import Prompt, global_prompt_manager
-from src.chat.planner_actions.action_manager import ActionManager
-from json_repair import repair_json
-from src.chat.utils.utils import get_chat_type_and_target_info
-from datetime import datetime
-from src.chat.message_receive.chat_stream import get_chat_manager
 from src.chat.utils.chat_message_builder import build_readable_messages, get_raw_msg_before_timestamp_with_chat
-import time
+from src.chat.utils.utils import get_chat_type_and_target_info
+from src.chat.planner_actions.action_manager import ActionManager
+from src.chat.message_receive.chat_stream import get_chat_manager
+from src.plugin_system.base.component_types import ChatMode
+
 
 logger = get_logger("planner")
 
@@ -54,7 +57,7 @@ def init_prompt():
 
 
 class ActionPlanner:
-    def __init__(self, chat_id: str, action_manager: ActionManager, mode: str = "focus"):
+    def __init__(self, chat_id: str, action_manager: ActionManager, mode: ChatMode = ChatMode.FOCUS):
         self.chat_id = chat_id
         self.log_prefix = f"[{get_chat_manager().get_stream_name(chat_id) or chat_id}]"
         self.mode = mode
@@ -62,7 +65,7 @@ class ActionPlanner:
         # LLM规划器配置
         self.planner_llm = LLMRequest(
             model=global_config.model.planner,
-            request_type=f"{self.mode}.planner",  # 用于动作规划
+            request_type=f"{self.mode.value}.planner",  # 用于动作规划
         )
 
         self.last_obs_time_mark = 0.0
@@ -224,7 +227,7 @@ class ActionPlanner:
 
             self.last_obs_time_mark = time.time()
 
-            if self.mode == "focus":
+            if self.mode == ChatMode.FOCUS:
                 by_what = "聊天内容"
                 no_action_block = ""
             else:
diff --git a/src/plugin_system/base/component_types.py b/src/plugin_system/base/component_types.py
index b69aaac2a..f720823c6 100644
--- a/src/plugin_system/base/component_types.py
+++ b/src/plugin_system/base/component_types.py
@@ -23,6 +23,9 @@ class ActionActivationType(Enum):
     RANDOM = "random"  # 随机启用action到planner
     KEYWORD = "keyword"  # 关键词触发启用action到planner
 
+    def __str__(self):
+        return self.value
+
 
 # 聊天模式枚举
 class ChatMode(Enum):
@@ -32,6 +35,9 @@ class ChatMode(Enum):
     NORMAL = "normal"  # Normal聊天模式
     ALL = "all"  # 所有聊天模式
 
+    def __str__(self):
+        return self.value
+
 
 @dataclass
 class PythonDependency:
diff --git a/start_lpmm.bat b/start_lpmm.bat
deleted file mode 100644
index eacaa2eb1..000000000
--- a/start_lpmm.bat
+++ /dev/null
@@ -1,88 +0,0 @@
-@echo off
-CHCP 65001 > nul
-setlocal enabledelayedexpansion
-
-echo 你需要选择启动方式，输入字母来选择:
-echo   V = 不知道什么意思就输入 V
-echo   C = 输入 C 使用 Conda 环境
-echo.
-choice /C CV /N /M "不知道什么意思就输入 V (C/V)?" /T 10 /D V
-
-set "ENV_TYPE="
-if %ERRORLEVEL% == 1 set "ENV_TYPE=CONDA"
-if %ERRORLEVEL% == 2 set "ENV_TYPE=VENV"
-
-if "%ENV_TYPE%" == "CONDA" goto activate_conda
-if "%ENV_TYPE%" == "VENV" goto activate_venv
-
-REM 如果 choice 超时或返回意外值，默认使用 venv
-echo WARN: Invalid selection or timeout from choice. Defaulting to VENV.
-set "ENV_TYPE=VENV"
-goto activate_venv
-
-:activate_conda
-    set /p CONDA_ENV_NAME="请输入要使用的 Conda 环境名称: "
-    if not defined CONDA_ENV_NAME (
-        echo 错误: 未输入 Conda 环境名称.
-        pause
-        exit /b 1
-    )
-    echo 选择: Conda '!CONDA_ENV_NAME!'
-    REM 激活Conda环境
-    call conda activate !CONDA_ENV_NAME!
-    if !ERRORLEVEL! neq 0 (
-        echo 错误: Conda环境 '!CONDA_ENV_NAME!' 激活失败. 请确保Conda已安装并正确配置, 且 '!CONDA_ENV_NAME!' 环境存在.
-        pause
-        exit /b 1
-    )
-    goto env_activated
-
-:activate_venv
-    echo Selected: venv (default or selected)
-    REM 查找venv虚拟环境
-    set "venv_path=%~dp0venv\Scripts\activate.bat"
-    if not exist "%venv_path%" (
-        echo Error: venv not found. Ensure the venv directory exists alongside the script.
-        pause
-        exit /b 1
-    )
-    REM 激活虚拟环境
-    call "%venv_path%"
-    if %ERRORLEVEL% neq 0 (
-        echo Error: Failed to activate venv virtual environment.
-        pause
-        exit /b 1
-    )
-    goto env_activated
-
-:env_activated
-echo Environment activated successfully!
-
-REM --- 后续脚本执行 ---
-
-REM 运行预处理脚本
-python "%~dp0scripts\raw_data_preprocessor.py"
-if %ERRORLEVEL% neq 0 (
-    echo Error: raw_data_preprocessor.py execution failed.
-    pause
-    exit /b 1
-)
-
-REM 运行信息提取脚本
-python "%~dp0scripts\info_extraction.py"
-if %ERRORLEVEL% neq 0 (
-    echo Error: info_extraction.py execution failed.
-    pause
-    exit /b 1
-)
-
-REM 运行OpenIE导入脚本
-python "%~dp0scripts\import_openie.py"
-if %ERRORLEVEL% neq 0 (
-    echo Error: import_openie.py execution failed.
-    pause
-    exit /b 1
-)
-
-echo All processing steps completed!
-pause
\ No newline at end of file