feat: 在插件系统中添加 Chatter 组件

- 在 component_types.py 中新增了用于 CHATTER 的 ComponentType。
- 实现了 ChatterInfo 类，用于存储 Chatter 组件的相关信息。
- 增强了 ComponentRegistry，以支持 Chatter 组件的注册与管理。
- 创建了 ChatterManager，用于管理 Chatter 实例并处理聊天流。
- 开发了 BaseChatter 抽象类，用于定义 Chatter 的行为规范。
- 实现了 AffinityChatter，作为具备兴趣评分与关系构建功能的具体 Chatter 组件。
- 添加了一个内置的 Chatter 插件，并附带完整文档与使用示例。
- 更新了 PluginManager，在插件概览中加入 Chatter 组件的统计信息。

src/chat/affinity_flow/__init__.py

@@ -3,6 +3,8 @@
 提供全局的AFC管理器实例
 """
 
-from src.chat.affinity_flow.afc_manager import afc_manager
+# Avoid importing submodules at package import time to prevent circular imports.
+# Consumers should import specific submodules directly, for example:
+#   from src.chat.affinity_flow.afc_manager import afc_manager
 
 __all__ = ["afc_manager", "AFCManager", "AffinityFlowChatter"]

src/chat/affinity_flow/chatter.py

@@ -11,6 +11,7 @@ from typing import Dict
 from src.chat.planner_actions.action_manager import ActionManager
 from src.chat.planner_actions.planner import ActionPlanner
 from src.common.data_models.message_manager_data_model import StreamContext
+from src.plugin_system.base.base_chatter import BaseChatter
 from src.plugin_system.base.component_types import ChatMode
 
 from src.common.logger import get_logger
@@ -18,7 +19,7 @@ from src.common.logger import get_logger
 logger = get_logger("affinity_chatter")
 
 
-class AffinityFlowChatter:
+class AffinityFlowChatter(BaseChatter):
     """单个亲和力聊天处理器"""
 
     def __init__(self, stream_id: str, planner: ActionPlanner, action_manager: ActionManager):
@@ -44,7 +45,7 @@ class AffinityFlowChatter:
         }
         self.last_activity_time = time.time()
 
-    async def process_stream_context(self, context: StreamContext) -> Dict[str, any]:
+    async def execute(self, context: StreamContext) -> dict:
         """
         处理StreamContext对象
 

src/chat/chatter_manager.py

@@ -0,0 +1,136 @@
+from typing import Dict, List, Optional, Any
+import time
+from src.plugin_system.base.base_chatter import BaseChatter
+from src.common.data_models.message_manager_data_model import StreamContext
+from src.chat.planner_actions.planner import ActionPlanner
+from src.chat.planner_actions.action_manager import ActionManager
+from src.plugin_system.base.component_types import ChatType, ComponentType
+from src.common.logger import get_logger
+
+logger = get_logger("chatter_manager")
+
+class ChatterManager:
+    def __init__(self, action_manager: ActionManager):
+        self.action_manager = action_manager
+        self.chatter_classes: Dict[ChatType, List[type]] = {}
+        self.instances: Dict[str, BaseChatter] = {}
+
+        # 管理器统计
+        self.stats = {
+            "chatters_registered": 0,
+            "streams_processed": 0,
+            "successful_executions": 0,
+            "failed_executions": 0,
+        }
+
+    def _auto_register_from_component_registry(self):
+        """从组件注册表自动注册已注册的chatter组件"""
+        try:
+            from src.plugin_system.core.component_registry import component_registry
+            # 获取所有CHATTER类型的组件
+            chatter_components = component_registry.get_enabled_chatter_registry()
+            for chatter_name, chatter_class in chatter_components.items():
+                self.register_chatter(chatter_class)
+                logger.info(f"自动注册chatter组件: {chatter_name}")
+        except Exception as e:
+            logger.warning(f"自动注册chatter组件时发生错误: {e}")
+
+    def register_chatter(self, chatter_class: type):
+        """注册聊天处理器类"""
+        for chat_type in chatter_class.chat_types:
+            if chat_type not in self.chatter_classes:
+                self.chatter_classes[chat_type] = []
+            self.chatter_classes[chat_type].append(chatter_class)
+            logger.info(f"注册聊天处理器 {chatter_class.__name__} 支持 {chat_type.value} 聊天类型")
+
+        self.stats["chatters_registered"] += 1
+
+    def get_chatter_class(self, chat_type: ChatType) -> Optional[type]:
+        """获取指定聊天类型的聊天处理器类"""
+        if chat_type in self.chatter_classes:
+            return self.chatter_classes[chat_type][0]
+        return None
+
+    def get_supported_chat_types(self) -> List[ChatType]:
+        """获取支持的聊天类型列表"""
+        return list(self.chatter_classes.keys())
+
+    def get_registered_chatters(self) -> Dict[ChatType, List[type]]:
+        """获取已注册的聊天处理器"""
+        return self.chatter_classes.copy()
+
+    def get_stream_instance(self, stream_id: str) -> Optional[BaseChatter]:
+        """获取指定流的聊天处理器实例"""
+        return self.instances.get(stream_id)
+
+    def cleanup_inactive_instances(self, max_inactive_minutes: int = 60):
+        """清理不活跃的实例"""
+        current_time = time.time()
+        max_inactive_seconds = max_inactive_minutes * 60
+
+        inactive_streams = []
+        for stream_id, instance in self.instances.items():
+            if hasattr(instance, 'get_activity_time'):
+                activity_time = instance.get_activity_time()
+                if (current_time - activity_time) > max_inactive_seconds:
+                    inactive_streams.append(stream_id)
+
+        for stream_id in inactive_streams:
+            del self.instances[stream_id]
+            logger.info(f"清理不活跃聊天流实例: {stream_id}")
+
+    async def process_stream_context(self, stream_id: str, context: StreamContext) -> dict:
+        """处理流上下文"""
+        chat_type = context.chat_type
+        logger.debug(f"处理流 {stream_id}，聊天类型: {chat_type.value}")
+        if not self.chatter_classes:
+            self._auto_register_from_component_registry()
+
+        # 获取适合该聊天类型的chatter
+        chatter_class = self.get_chatter_class(chat_type)
+        if not chatter_class:
+            # 如果没有找到精确匹配，尝试查找支持ALL类型的chatter
+            from src.plugin_system.base.component_types import ChatType
+            all_chatter_class = self.get_chatter_class(ChatType.ALL)
+            if all_chatter_class:
+                chatter_class = all_chatter_class
+                logger.info(f"流 {stream_id} 使用通用chatter (类型: {chat_type.value})")
+            else:
+                raise ValueError(f"No chatter registered for chat type {chat_type}")
+
+        if stream_id not in self.instances:
+            planner = ActionPlanner(stream_id, self.action_manager)
+            self.instances[stream_id] = chatter_class(stream_id=stream_id, planner=planner, action_manager=self.action_manager)
+            logger.info(f"创建新的聊天流实例: {stream_id} 使用 {chatter_class.__name__} (类型: {chat_type.value})")
+
+        self.stats["streams_processed"] += 1
+        try:
+            result = await self.instances[stream_id].execute(context)
+            self.stats["successful_executions"] += 1
+
+            # 记录处理结果
+            success = result.get("success", False)
+            actions_count = result.get("actions_count", 0)
+            logger.debug(f"流 {stream_id} 处理完成: 成功={success}, 动作数={actions_count}")
+
+            return result
+        except Exception as e:
+            self.stats["failed_executions"] += 1
+            logger.error(f"处理流 {stream_id} 时发生错误: {e}")
+            raise
+
+    def get_stats(self) -> Dict[str, Any]:
+        """获取管理器统计信息"""
+        stats = self.stats.copy()
+        stats["active_instances"] = len(self.instances)
+        stats["registered_chatter_types"] = len(self.chatter_classes)
+        return stats
+
+    def reset_stats(self):
+        """重置统计信息"""
+        self.stats = {
+            "chatters_registered": 0,
+            "streams_processed": 0,
+            "successful_executions": 0,
+            "failed_executions": 0,
+        }

src/chat/message_manager/message_manager.py

@@ -11,7 +11,8 @@ from typing import Dict, Optional, Any, TYPE_CHECKING
 from src.common.logger import get_logger
 from src.common.data_models.database_data_model import DatabaseMessages
 from src.common.data_models.message_manager_data_model import StreamContext, MessageManagerStats, StreamStats
-from src.chat.affinity_flow.afc_manager import afc_manager
+from src.chat.chatter_manager import ChatterManager
+from src.chat.planner_actions.action_manager import ActionManager
 
 if TYPE_CHECKING:
     from src.common.data_models.message_manager_data_model import StreamContext
@@ -31,6 +32,10 @@ class MessageManager:
         # 统计信息
         self.stats = MessageManagerStats()
 
+        # 初始化chatter manager
+        self.action_manager = ActionManager()
+        self.chatter_manager = ChatterManager(self.action_manager)
+
     async def start(self):
         """启动消息管理器"""
         if self.is_running:
@@ -125,15 +130,23 @@ class MessageManager:
             # 直接使用StreamContext对象进行处理
             if unread_messages:
                 try:
-                    # 发送到AFC处理器，传递StreamContext对象
+                    # 记录当前chat type用于调试
-                    results = await afc_manager.process_stream_context(stream_id, context)
+                    logger.debug(f"聊天流 {stream_id} 检测到的chat type: {context.chat_type.value}")
+
+                    # 发送到chatter manager，传递StreamContext对象
+                    results = await self.chatter_manager.process_stream_context(stream_id, context)
 
                     # 处理结果，标记消息为已读
                     if results.get("success", False):
                         self._clear_all_unread_messages(context)
+                        logger.debug(f"聊天流 {stream_id} 处理成功，清除了 {len(unread_messages)} 条未读消息")
+                    else:
+                        logger.warning(f"聊天流 {stream_id} 处理失败: {results.get('error_message', '未知错误')}")
 
                 except Exception as e:
                     logger.error(f"处理聊天流 {stream_id} 时发生异常，将清除所有未读消息: {e}")
+                    # 出现异常时也清除未读消息，避免重复处理
+                    self._clear_all_unread_messages(context)
                     raise
 
             logger.debug(f"聊天流 {stream_id} 消息处理完成")

src/chat/planner_actions/planner.py

@@ -4,20 +4,24 @@
 """
 
 from dataclasses import asdict
-from typing import Dict, List, Optional, Tuple
+from typing import TYPE_CHECKING, Dict, List, Optional, Tuple
 
-from src.chat.planner_actions.action_manager import ActionManager
+from src.plugin_system.base.component_types import ChatMode
 from src.chat.planner_actions.plan_executor import PlanExecutor
 from src.chat.planner_actions.plan_filter import PlanFilter
 from src.chat.planner_actions.plan_generator import PlanGenerator
 from src.chat.affinity_flow.interest_scoring import InterestScoringSystem
 from src.chat.affinity_flow.relationship_tracker import UserRelationshipTracker
-from src.common.data_models.info_data_model import Plan
+
-from src.common.data_models.message_manager_data_model import StreamContext
+
 from src.common.logger import get_logger
 from src.config.config import global_config
-from src.plugin_system.base.component_types import ChatMode
+
-import src.chat.planner_actions.planner_prompts #noga  # noqa: F401
+if TYPE_CHECKING:
+    from src.chat.planner_actions.action_manager import ActionManager
+    from src.common.data_models.message_manager_data_model import StreamContext
+    from src.common.data_models.info_data_model import Plan
+
 # 导入提示词模块以确保其被初始化
 from src.chat.planner_actions import planner_prompts  # noqa
 
@@ -35,7 +39,7 @@ class ActionPlanner:
     4. 完整的规划流程：生成→筛选→执行的完整三阶段流程
     """
 
-    def __init__(self, chat_id: str, action_manager: ActionManager):
+    def __init__(self, chat_id: str, action_manager: "ActionManager"):
         """
         初始化增强版ActionPlanner。
 
@@ -85,7 +89,7 @@ class ActionPlanner:
         }
 
     async def plan(
-        self, mode: ChatMode = ChatMode.FOCUS, context: StreamContext = None
+        self, mode: ChatMode = ChatMode.FOCUS, context: "StreamContext" = None
     ) -> Tuple[List[Dict], Optional[Dict]]:
         """
         执行完整的增强版规划流程。
@@ -109,7 +113,7 @@ class ActionPlanner:
             self.planner_stats["failed_plans"] += 1
             return [], None
 
-    async def _enhanced_plan_flow(self, mode: ChatMode, context: StreamContext) -> Tuple[List[Dict], Optional[Dict]]:
+    async def _enhanced_plan_flow(self, mode: ChatMode, context: "StreamContext") -> Tuple[List[Dict], Optional[Dict]]:
         """执行增强版规划流程"""
         try:
             # 1. 生成初始 Plan
@@ -204,7 +208,7 @@ class ActionPlanner:
         self.planner_stats["replies_generated"] += reply_count
         self.planner_stats["other_actions_executed"] += other_count
 
-    def _build_return_result(self, plan: Plan) -> Tuple[List[Dict], Optional[Dict]]:
+    def _build_return_result(self, plan: "Plan") -> Tuple[List[Dict], Optional[Dict]]:
         """构建返回结果"""
         final_actions = plan.decided_actions or []
         final_target_message = next((act.action_message for act in final_actions if act.action_message), None)

src/common/data_models/message_manager_data_model.py

@@ -10,6 +10,7 @@ from enum import Enum
 from typing import List, Optional, TYPE_CHECKING
 
 from . import BaseDataModel
+from src.plugin_system.base.component_types import ChatType
 
 if TYPE_CHECKING:
     from .database_data_model import DatabaseMessages
@@ -28,6 +29,7 @@ class StreamContext(BaseDataModel):
     """聊天流上下文信息"""
 
     stream_id: str
+    chat_type: ChatType = ChatType.PRIVATE  # 聊天类型，默认为私聊
     unread_messages: List["DatabaseMessages"] = field(default_factory=list)
     history_messages: List["DatabaseMessages"] = field(default_factory=list)
     last_check_time: float = field(default_factory=time.time)
@@ -39,6 +41,42 @@ class StreamContext(BaseDataModel):
         message.is_read = False
         self.unread_messages.append(message)
 
+        # 自动检测和更新chat type
+        self._detect_chat_type(message)
+
+    def _detect_chat_type(self, message: "DatabaseMessages"):
+        """根据消息内容自动检测聊天类型"""
+        # 只有在第一次添加消息时才检测聊天类型，避免后续消息改变类型
+        if len(self.unread_messages) == 1:  # 只有这条消息
+            # 如果消息包含群组信息，则为群聊
+            if hasattr(message, 'chat_info_group_id') and message.chat_info_group_id:
+                self.chat_type = ChatType.GROUP
+            elif hasattr(message, 'chat_info_group_name') and message.chat_info_group_name:
+                self.chat_type = ChatType.GROUP
+            else:
+                self.chat_type = ChatType.PRIVATE
+
+    def update_chat_type(self, chat_type: ChatType):
+        """手动更新聊天类型"""
+        self.chat_type = chat_type
+
+    def is_group_chat(self) -> bool:
+        """检查是否为群聊"""
+        return self.chat_type == ChatType.GROUP
+
+    def is_private_chat(self) -> bool:
+        """检查是否为私聊"""
+        return self.chat_type == ChatType.PRIVATE
+
+    def get_chat_type_display(self) -> str:
+        """获取聊天类型的显示名称"""
+        if self.chat_type == ChatType.GROUP:
+            return "群聊"
+        elif self.chat_type == ChatType.PRIVATE:
+            return "私聊"
+        else:
+            return "未知类型"
+
     def get_unread_messages(self) -> List["DatabaseMessages"]:
         """获取未读消息"""
         return [msg for msg in self.unread_messages if not msg.is_read]

src/plugin_system/base/base_chatter.py

@@ -0,0 +1,57 @@
+from abc import ABC, abstractmethod
+from typing import List, Optional, TYPE_CHECKING
+from src.common.data_models.message_manager_data_model import StreamContext
+from .component_types import ChatType
+from src.plugin_system.base.component_types import ChatterInfo, ComponentType
+
+if TYPE_CHECKING:
+    from src.chat.planner_actions.action_manager import ActionManager
+    from src.chat.planner_actions.planner import ActionPlanner
+
+class BaseChatter(ABC):
+    chatter_name: str = ""
+    """Chatter组件的名称"""
+    chatter_description: str = ""
+    """Chatter组件的描述"""
+    chat_types: List[ChatType] = [ChatType.PRIVATE, ChatType.GROUP]
+
+    def __init__(self, stream_id: str, planner: 'ActionPlanner', action_manager: 'ActionManager'):
+        """
+        初始化聊天处理器
+
+        Args:
+            stream_id: 聊天流ID
+            planner: 动作规划器
+            action_manager: 动作管理器
+        """
+        self.stream_id = stream_id
+        self.planner = planner
+        self.action_manager = action_manager
+
+    @abstractmethod
+    async def execute(self, context: StreamContext) -> dict:
+        """
+        执行聊天处理流程
+
+        Args:
+            context: StreamContext对象，包含聊天流的所有消息信息
+
+        Returns:
+            处理结果字典
+        """
+        pass
+
+    @classmethod
+    def get_chatter_info(cls) -> "ChatterInfo":
+        """从类属性生成ChatterInfo
+        Returns:
+            ChatterInfo对象
+        """
+        
+        return ChatterInfo(
+            name=cls.chatter_name,
+            description=cls.chatter_description or "No description provided.",
+            chat_type_allow=cls.chat_types[0],
+            component_type=ComponentType.CHATTER,
+        )
+

src/plugin_system/base/component_types.py

@@ -17,6 +17,7 @@ class ComponentType(Enum):
     TOOL = "tool"  # 工具组件
     SCHEDULER = "scheduler"  # 定时任务组件（预留）
     EVENT_HANDLER = "event_handler"  # 事件处理组件
+    CHATTER = "chatter"  # 聊天处理器组件
 
     def __str__(self) -> str:
         return self.value
@@ -54,8 +55,8 @@ class ChatMode(Enum):
 class ChatType(Enum):
     """聊天类型枚举，用于限制插件在不同聊天环境中的使用"""
 
-    GROUP = "group"  # 仅群聊可用
     PRIVATE = "private"  # 仅私聊可用
+    GROUP = "group"  # 仅群聊可用
     ALL = "all"  # 群聊和私聊都可用
 
     def __str__(self):
@@ -210,6 +211,17 @@ class EventHandlerInfo(ComponentInfo):
         self.component_type = ComponentType.EVENT_HANDLER
 
 
+@dataclass
+class ChatterInfo(ComponentInfo):
+    """聊天处理器组件信息"""
+
+    chat_type_allow: ChatType = ChatType.ALL  # 允许的聊天类型
+
+    def __post_init__(self):
+        super().__post_init__()
+        self.component_type = ComponentType.CHATTER
+
+
 @dataclass
 class EventInfo(ComponentInfo):
     """事件组件信息"""

src/plugin_system/core/component_registry.py

@@ -1,7 +1,7 @@
 from pathlib import Path
 import re
 
-from typing import Dict, List, Optional, Any, Pattern, Tuple, Union, Type
+from typing import TYPE_CHECKING, Dict, List, Optional, Any, Pattern, Tuple, Union, Type
 
 from src.common.logger import get_logger
 from src.plugin_system.base.component_types import (
@@ -11,14 +11,17 @@ from src.plugin_system.base.component_types import (
     CommandInfo,
     PlusCommandInfo,
     EventHandlerInfo,
+    ChatterInfo,
     PluginInfo,
     ComponentType,
 )
+
 from src.plugin_system.base.base_command import BaseCommand
 from src.plugin_system.base.base_action import BaseAction
 from src.plugin_system.base.base_tool import BaseTool
 from src.plugin_system.base.base_events_handler import BaseEventHandler
 from src.plugin_system.base.plus_command import PlusCommand
+from src.plugin_system.base.base_chatter import BaseChatter
 
 logger = get_logger("component_registry")
 
@@ -31,42 +34,45 @@ class ComponentRegistry:
 
     def __init__(self):
         # 命名空间式组件名构成法 f"{component_type}.{component_name}"
-        self._plus_command_registry: Dict[str, Type[PlusCommand]] = {}
+        self._components: Dict[str, 'ComponentInfo'] = {}
-        self._components: Dict[str, ComponentInfo] = {}
         """组件注册表 命名空间式组件名 -> 组件信息"""
-        self._components_by_type: Dict[ComponentType, Dict[str, ComponentInfo]] = {types: {} for types in ComponentType}
+        self._components_by_type: Dict['ComponentType', Dict[str, 'ComponentInfo']] = {types: {} for types in ComponentType}
         """类型 -> 组件原名称 -> 组件信息"""
         self._components_classes: Dict[
-            str, Type[Union[BaseCommand, BaseAction, BaseTool, BaseEventHandler, PlusCommand]]
+            str, Type[Union['BaseCommand', 'BaseAction', 'BaseTool', 'BaseEventHandler', 'PlusCommand', 'BaseChatter']]
         ] = {}
         """命名空间式组件名 -> 组件类"""
 
         # 插件注册表
-        self._plugins: Dict[str, PluginInfo] = {}
+        self._plugins: Dict[str, 'PluginInfo'] = {}
         """插件名 -> 插件信息"""
 
         # Action特定注册表
-        self._action_registry: Dict[str, Type[BaseAction]] = {}
+        self._action_registry: Dict[str, Type['BaseAction']] = {}
         """Action注册表 action名 -> action类"""
-        self._default_actions: Dict[str, ActionInfo] = {}
+        self._default_actions: Dict[str, 'ActionInfo'] = {}
         """默认动作集，即启用的Action集，用于重置ActionManager状态"""
 
         # Command特定注册表
-        self._command_registry: Dict[str, Type[BaseCommand]] = {}
+        self._command_registry: Dict[str, Type['BaseCommand']] = {}
         """Command类注册表 command名 -> command类"""
         self._command_patterns: Dict[Pattern, str] = {}
         """编译后的正则 -> command名"""
 
         # 工具特定注册表
-        self._tool_registry: Dict[str, Type[BaseTool]] = {}  # 工具名 -> 工具类
+        self._tool_registry: Dict[str, Type['BaseTool']] = {}  # 工具名 -> 工具类
-        self._llm_available_tools: Dict[str, Type[BaseTool]] = {}  # llm可用的工具名 -> 工具类
+        self._llm_available_tools: Dict[str, Type['BaseTool']] = {}  # llm可用的工具名 -> 工具类
 
         # EventHandler特定注册表
-        self._event_handler_registry: Dict[str, Type[BaseEventHandler]] = {}
+        self._event_handler_registry: Dict[str, Type['BaseEventHandler']] = {}
         """event_handler名 -> event_handler类"""
-        self._enabled_event_handlers: Dict[str, Type[BaseEventHandler]] = {}
+        self._enabled_event_handlers: Dict[str, Type['BaseEventHandler']] = {}
         """启用的事件处理器 event_handler名 -> event_handler类"""
 
+        self._chatter_registry: Dict[str, Type['BaseChatter']] = {}
+        """chatter名 -> chatter类"""
+        self._enabled_chatter_registry: Dict[str, Type['BaseChatter']] = {}
+        """启用的chatter名 -> chatter类"""
         logger.info("组件注册中心初始化完成")
 
     # == 注册方法 ==
@@ -93,7 +99,7 @@ class ComponentRegistry:
     def register_component(
         self,
         component_info: ComponentInfo,
-        component_class: Type[Union[BaseCommand, BaseAction, BaseEventHandler, BaseTool]],
+        component_class: Type[Union['BaseCommand', 'BaseAction', 'BaseEventHandler', 'BaseTool', 'BaseChatter']],
     ) -> bool:
         """注册组件
 
@@ -151,6 +157,10 @@ class ComponentRegistry:
                 assert isinstance(component_info, EventHandlerInfo)
                 assert issubclass(component_class, BaseEventHandler)
                 ret = self._register_event_handler_component(component_info, component_class)
+            case ComponentType.CHATTER:
+                assert isinstance(component_info, ChatterInfo)
+                assert issubclass(component_class, BaseChatter)
+                ret = self._register_chatter_component(component_info, component_class)
             case _:
                 logger.warning(f"未知组件类型: {component_type}")
 
@@ -162,7 +172,7 @@ class ComponentRegistry:
         )
         return True
 
-    def _register_action_component(self, action_info: ActionInfo, action_class: Type[BaseAction]) -> bool:
+    def _register_action_component(self, action_info: 'ActionInfo', action_class: Type['BaseAction']) -> bool:
         """注册Action组件到Action特定注册表"""
         if not (action_name := action_info.name):
             logger.error(f"Action组件 {action_class.__name__} 必须指定名称")
@@ -182,7 +192,7 @@ class ComponentRegistry:
 
         return True
 
-    def _register_command_component(self, command_info: CommandInfo, command_class: Type[BaseCommand]) -> bool:
+    def _register_command_component(self, command_info: 'CommandInfo', command_class: Type['BaseCommand']) -> bool:
         """注册Command组件到Command特定注册表"""
         if not (command_name := command_info.name):
             logger.error(f"Command组件 {command_class.__name__} 必须指定名称")
@@ -209,7 +219,7 @@ class ComponentRegistry:
         return True
 
     def _register_plus_command_component(
-        self, plus_command_info: PlusCommandInfo, plus_command_class: Type[PlusCommand]
+        self, plus_command_info: 'PlusCommandInfo', plus_command_class: Type['PlusCommand']
     ) -> bool:
         """注册PlusCommand组件到特定注册表"""
         plus_command_name = plus_command_info.name
@@ -223,7 +233,7 @@ class ComponentRegistry:
 
         # 创建专门的PlusCommand注册表（如果还没有）
         if not hasattr(self, "_plus_command_registry"):
-            self._plus_command_registry: Dict[str, Type[PlusCommand]] = {}
+            self._plus_command_registry: Dict[str, Type['PlusCommand']] = {}
 
         plus_command_class.plugin_name = plus_command_info.plugin_name
         # 设置插件配置
@@ -233,7 +243,7 @@ class ComponentRegistry:
         logger.debug(f"已注册PlusCommand组件: {plus_command_name}")
         return True
 
-    def _register_tool_component(self, tool_info: ToolInfo, tool_class: Type[BaseTool]) -> bool:
+    def _register_tool_component(self, tool_info: 'ToolInfo', tool_class: Type['BaseTool']) -> bool:
         """注册Tool组件到Tool特定注册表"""
         tool_name = tool_info.name
 
@@ -249,7 +259,7 @@ class ComponentRegistry:
         return True
 
     def _register_event_handler_component(
-        self, handler_info: EventHandlerInfo, handler_class: Type[BaseEventHandler]
+        self, handler_info: 'EventHandlerInfo', handler_class: Type['BaseEventHandler']
     ) -> bool:
         if not (handler_name := handler_info.name):
             logger.error(f"EventHandler组件 {handler_class.__name__} 必须指定名称")
@@ -275,9 +285,34 @@ class ComponentRegistry:
             handler_class, self.get_plugin_config(handler_info.plugin_name) or {}
         )
 
+    def _register_chatter_component(self, chatter_info: 'ChatterInfo', chatter_class: Type['BaseChatter']) -> bool:
+        """注册Chatter组件到Chatter特定注册表"""
+        chatter_name = chatter_info.name
+
+        if not chatter_name:
+            logger.error(f"Chatter组件 {chatter_class.__name__} 必须指定名称")
+            return False
+        if not isinstance(chatter_info, ChatterInfo) or not issubclass(chatter_class, BaseChatter):
+            logger.error(f"注册失败: {chatter_name} 不是有效的Chatter")
+            return False
+
+        chatter_class.plugin_name = chatter_info.plugin_name
+        # 设置插件配置
+        chatter_class.plugin_config = self.get_plugin_config(chatter_info.plugin_name) or {}
+
+        self._chatter_registry[chatter_name] = chatter_class
+
+        if not chatter_info.enabled:
+            logger.warning(f"Chatter组件 {chatter_name} 未启用")
+            return True  # 未启用，但是也是注册成功
+        self._enabled_chatter_registry[chatter_name] = chatter_class
+
+        logger.debug(f"已注册Chatter组件: {chatter_name}")
+        return True
+
     # === 组件移除相关 ===
 
-    async def remove_component(self, component_name: str, component_type: ComponentType, plugin_name: str) -> bool:
+    async def remove_component(self, component_name: str, component_type: 'ComponentType', plugin_name: str) -> bool:
         target_component_class = self.get_component_class(component_name, component_type)
         if not target_component_class:
             logger.warning(f"组件 {component_name} 未注册，无法移除")
@@ -325,6 +360,12 @@ class ComponentRegistry:
                     except Exception as e:
                         logger.warning(f"移除EventHandler事件订阅时出错: {e}")
 
+                case ComponentType.CHATTER:
+                    # 移除Chatter注册
+                    if hasattr(self, '_chatter_registry'):
+                        self._chatter_registry.pop(component_name, None)
+                    logger.debug(f"已移除Chatter组件: {component_name}")
+
                 case _:
                     logger.warning(f"未知的组件类型: {component_type}")
                     return False
@@ -443,8 +484,8 @@ class ComponentRegistry:
 
     # === 组件查询方法 ===
     def get_component_info(
-        self, component_name: str, component_type: Optional[ComponentType] = None
+        self, component_name: str, component_type: Optional['ComponentType'] = None
-    ) -> Optional[ComponentInfo]:
+    ) -> Optional['ComponentInfo']:
         # sourcery skip: class-extract-method
         """获取组件信息，支持自动命名空间解析
 
@@ -488,8 +529,8 @@ class ComponentRegistry:
     def get_component_class(
         self,
         component_name: str,
-        component_type: Optional[ComponentType] = None,
+        component_type: Optional['ComponentType'] = None,
-    ) -> Optional[Union[Type[BaseCommand], Type[BaseAction], Type[BaseEventHandler], Type[BaseTool]]]:
+    ) -> Optional[Union[Type['BaseCommand'], Type['BaseAction'], Type['BaseEventHandler'], Type['BaseTool']]]:
         """获取组件类，支持自动命名空间解析
 
         Args:
@@ -506,7 +547,7 @@ class ComponentRegistry:
         # 2. 如果指定了组件类型，构造命名空间化的名称查找
         if component_type:
             namespaced_name = f"{component_type.value}.{component_name}"
-            return self._components_classes.get(namespaced_name)
+            return self._components_classes.get(namespaced_name)  # type: ignore[valid-type]
 
         # 3. 如果没有指定类型，尝试在所有命名空间中查找
         candidates = []
@@ -531,22 +572,22 @@ class ComponentRegistry:
         # 4. 都没找到
         return None
 
-    def get_components_by_type(self, component_type: ComponentType) -> Dict[str, ComponentInfo]:
+    def get_components_by_type(self, component_type: 'ComponentType') -> Dict[str, 'ComponentInfo']:
         """获取指定类型的所有组件"""
         return self._components_by_type.get(component_type, {}).copy()
 
-    def get_enabled_components_by_type(self, component_type: ComponentType) -> Dict[str, ComponentInfo]:
+    def get_enabled_components_by_type(self, component_type: 'ComponentType') -> Dict[str, 'ComponentInfo']:
         """获取指定类型的所有启用组件"""
         components = self.get_components_by_type(component_type)
         return {name: info for name, info in components.items() if info.enabled}
 
     # === Action特定查询方法 ===
 
-    def get_action_registry(self) -> Dict[str, Type[BaseAction]]:
+    def get_action_registry(self) -> Dict[str, Type['BaseAction']]:
         """获取Action注册表"""
         return self._action_registry.copy()
 
-    def get_registered_action_info(self, action_name: str) -> Optional[ActionInfo]:
+    def get_registered_action_info(self, action_name: str) -> Optional['ActionInfo']:
         """获取Action信息"""
         info = self.get_component_info(action_name, ComponentType.ACTION)
         return info if isinstance(info, ActionInfo) else None
@@ -557,11 +598,11 @@ class ComponentRegistry:
 
     # === Command特定查询方法 ===
 
-    def get_command_registry(self) -> Dict[str, Type[BaseCommand]]:
+    def get_command_registry(self) -> Dict[str, Type['BaseCommand']]:
         """获取Command注册表"""
         return self._command_registry.copy()
 
-    def get_registered_command_info(self, command_name: str) -> Optional[CommandInfo]:
+    def get_registered_command_info(self, command_name: str) -> Optional['CommandInfo']:
         """获取Command信息"""
         info = self.get_component_info(command_name, ComponentType.COMMAND)
         return info if isinstance(info, CommandInfo) else None
@@ -570,7 +611,7 @@ class ComponentRegistry:
         """获取Command模式注册表"""
         return self._command_patterns.copy()
 
-    def find_command_by_text(self, text: str) -> Optional[Tuple[Type[BaseCommand], dict, CommandInfo]]:
+    def find_command_by_text(self, text: str) -> Optional[Tuple[Type['BaseCommand'], dict, 'CommandInfo']]:
         # sourcery skip: use-named-expression, use-next
         """根据文本查找匹配的命令
 
@@ -597,15 +638,15 @@ class ComponentRegistry:
         return None
 
     # === Tool 特定查询方法 ===
-    def get_tool_registry(self) -> Dict[str, Type[BaseTool]]:
+    def get_tool_registry(self) -> Dict[str, Type['BaseTool']]:
         """获取Tool注册表"""
         return self._tool_registry.copy()
 
-    def get_llm_available_tools(self) -> Dict[str, Type[BaseTool]]:
+    def get_llm_available_tools(self) -> Dict[str, Type['BaseTool']]:
         """获取LLM可用的Tool列表"""
         return self._llm_available_tools.copy()
 
-    def get_registered_tool_info(self, tool_name: str) -> Optional[ToolInfo]:
+    def get_registered_tool_info(self, tool_name: str) -> Optional['ToolInfo']:
         """获取Tool信息
 
         Args:
@@ -618,13 +659,13 @@ class ComponentRegistry:
         return info if isinstance(info, ToolInfo) else None
 
     # === PlusCommand 特定查询方法 ===
-    def get_plus_command_registry(self) -> Dict[str, Type[PlusCommand]]:
+    def get_plus_command_registry(self) -> Dict[str, Type['PlusCommand']]:
         """获取PlusCommand注册表"""
         if not hasattr(self, "_plus_command_registry"):
             pass
         return self._plus_command_registry.copy()
 
-    def get_registered_plus_command_info(self, command_name: str) -> Optional[PlusCommandInfo]:
+    def get_registered_plus_command_info(self, command_name: str) -> Optional['PlusCommandInfo']:
         """获取PlusCommand信息
 
         Args:
@@ -638,26 +679,44 @@ class ComponentRegistry:
 
     # === EventHandler 特定查询方法 ===
 
-    def get_event_handler_registry(self) -> Dict[str, Type[BaseEventHandler]]:
+    def get_event_handler_registry(self) -> Dict[str, Type['BaseEventHandler']]:
         """获取事件处理器注册表"""
         return self._event_handler_registry.copy()
 
-    def get_registered_event_handler_info(self, handler_name: str) -> Optional[EventHandlerInfo]:
+    def get_registered_event_handler_info(self, handler_name: str) -> Optional['EventHandlerInfo']:
         """获取事件处理器信息"""
         info = self.get_component_info(handler_name, ComponentType.EVENT_HANDLER)
         return info if isinstance(info, EventHandlerInfo) else None
 
-    def get_enabled_event_handlers(self) -> Dict[str, Type[BaseEventHandler]]:
+    def get_enabled_event_handlers(self) -> Dict[str, Type['BaseEventHandler']]:
         """获取启用的事件处理器"""
         return self._enabled_event_handlers.copy()
 
+    # === Chatter 特定查询方法 ===
+    def get_chatter_registry(self) -> Dict[str, Type['BaseChatter']]:
+        """获取Chatter注册表"""
+        if not hasattr(self, '_chatter_registry'):
+            self._chatter_registry: Dict[str, Type[BaseChatter]] = {}
+        return self._chatter_registry.copy()
+    
+    def get_enabled_chatter_registry(self) -> Dict[str, Type['BaseChatter']]:
+        """获取启用的Chatter注册表"""
+        if not hasattr(self, '_enabled_chatter_registry'):
+            self._enabled_chatter_registry: Dict[str, Type[BaseChatter]] = {}
+        return self._enabled_chatter_registry.copy()
+    
+    def get_registered_chatter_info(self, chatter_name: str) -> Optional['ChatterInfo']:
+        """获取Chatter信息"""
+        info = self.get_component_info(chatter_name, ComponentType.CHATTER)
+        return info if isinstance(info, ChatterInfo) else None
+    
     # === 插件查询方法 ===
 
-    def get_plugin_info(self, plugin_name: str) -> Optional[PluginInfo]:
+    def get_plugin_info(self, plugin_name: str) -> Optional['PluginInfo']:
         """获取插件信息"""
         return self._plugins.get(plugin_name)
 
-    def get_all_plugins(self) -> Dict[str, PluginInfo]:
+    def get_all_plugins(self) -> Dict[str, 'PluginInfo']:
         """获取所有插件"""
         return self._plugins.copy()
 
@@ -665,7 +724,7 @@ class ComponentRegistry:
     #     """获取所有启用的插件"""
     #     return {name: info for name, info in self._plugins.items() if info.enabled}
 
-    def get_plugin_components(self, plugin_name: str) -> List[ComponentInfo]:
+    def get_plugin_components(self, plugin_name: str) -> List['ComponentInfo']:
         """获取插件的所有组件"""
         plugin_info = self.get_plugin_info(plugin_name)
         return plugin_info.components if plugin_info else []
@@ -709,6 +768,7 @@ class ComponentRegistry:
         tool_components: int = 0
         events_handlers: int = 0
         plus_command_components: int = 0
+        chatter_components: int = 0
         for component in self._components.values():
             if component.component_type == ComponentType.ACTION:
                 action_components += 1
@@ -720,12 +780,15 @@ class ComponentRegistry:
                 events_handlers += 1
             elif component.component_type == ComponentType.PLUS_COMMAND:
                 plus_command_components += 1
+            elif component.component_type == ComponentType.CHATTER:
+                chatter_components += 1
         return {
             "action_components": action_components,
             "command_components": command_components,
             "tool_components": tool_components,
             "event_handlers": events_handlers,
             "plus_command_components": plus_command_components,
+            "chatter_components": chatter_components,
             "total_components": len(self._components),
             "total_plugins": len(self._plugins),
             "components_by_type": {
@@ -734,6 +797,10 @@ class ComponentRegistry:
             "enabled_components": len([c for c in self._components.values() if c.enabled]),
             "enabled_plugins": len([p for p in self._plugins.values() if p.enabled]),
         }
+            },
+            "enabled_components": len([c for c in self._components.values() if c.enabled]),
+            "enabled_plugins": len([p for p in self._plugins.values() if p.enabled]),
+        }
 
     # === 组件移除相关 ===
 

src/plugin_system/core/plugin_manager.py

@@ -378,13 +378,14 @@ class PluginManager:
         tool_count = stats.get("tool_components", 0)
         event_handler_count = stats.get("event_handlers", 0)
         plus_command_count = stats.get("plus_command_components", 0)
+        chatter_count = stats.get("chatter_components", 0)
         total_components = stats.get("total_components", 0)
 
         # 📋 显示插件加载总览
         if total_registered > 0:
             logger.info("🎉 插件系统加载完成!")
             logger.info(
-                f"📊 总览: {total_registered}个插件, {total_components}个组件 (Action: {action_count}, Command: {command_count}, Tool: {tool_count}, PlusCommand: {plus_command_count}, EventHandler: {event_handler_count})"
+                f"📊 总览: {total_registered}个插件, {total_components}个组件 (Action: {action_count}, Command: {command_count}, Tool: {tool_count}, PlusCommand: {plus_command_count}, EventHandler: {event_handler_count}, Chatter: {chatter_count})"
             )
 
             # 显示详细的插件列表
@@ -440,6 +441,12 @@ class PluginManager:
                         if plus_command_components:
                             plus_command_names = [c.name for c in plus_command_components]
                             logger.info(f"    ⚡ PlusCommand组件: {', '.join(plus_command_names)}")
+                        chatter_components = [
+                            c for c in plugin_info.components if c.component_type == ComponentType.CHATTER
+                        ]
+                        if chatter_components:
+                            chatter_names = [c.name for c in chatter_components]
+                            logger.info(f"    🗣️ Chatter组件: {', '.join(chatter_names)}")
                         if event_handler_components:
                             event_handler_names = [c.name for c in event_handler_components]
                             logger.info(f"    📢 EventHandler组件: {', '.join(event_handler_names)}")

src/plugins/built_in/chatter/README.md

@@ -0,0 +1,125 @@
+# 亲和力聊天处理器插件
+
+## 概述
+
+这是一个内置的chatter插件，实现了基于亲和力流的智能聊天处理器，具有兴趣度评分和人物关系构建功能。
+
+## 功能特性
+
+- **智能兴趣度评分**: 自动识别和评估用户兴趣话题
+- **人物关系系统**: 根据互动历史建立和维持用户关系
+- **多聊天类型支持**: 支持私聊和群聊场景
+- **插件化架构**: 完全集成到插件系统中
+
+## 组件架构
+
+### BaseChatter (抽象基类)
+- 位置: `src/plugin_system/base/base_chatter.py`
+- 功能: 定义所有chatter组件的基础接口
+- 必须实现的方法: `execute(context: StreamContext) -> dict`
+
+### ChatterManager (管理器)
+- 位置: `src/chat/chatter_manager.py`
+- 功能: 管理和调度所有chatter组件
+- 特性: 自动从插件系统注册和发现chatter组件
+
+### AffinityChatter (具体实现)
+- 位置: `src/plugins/built_in/chatter/affinity_chatter.py`
+- 功能: 亲和力流聊天处理器的具体实现
+- 支持的聊天类型: PRIVATE, GROUP
+
+## 使用方法
+
+### 1. 基本使用
+
+```python
+from src.chat.chatter_manager import ChatterManager
+from src.chat.planner_actions.action_manager import ActionManager
+
+# 初始化
+action_manager = ActionManager()
+chatter_manager = ChatterManager(action_manager)
+
+# 处理消息流
+result = await chatter_manager.process_stream_context(stream_id, context)
+```
+
+### 2. 创建自定义Chatter
+
+```python
+from src.plugin_system.base.base_chatter import BaseChatter
+from src.plugin_system.base.component_types import ChatType, ComponentType
+from src.plugin_system.base.component_types import ChatterInfo
+
+class CustomChatter(BaseChatter):
+    chat_types = [ChatType.PRIVATE]  # 只支持私聊
+
+    async def execute(self, context: StreamContext) -> dict:
+        # 实现你的聊天逻辑
+        return {"success": True, "message": "处理完成"}
+
+# 在插件中注册
+async def on_load(self):
+    chatter_info = ChatterInfo(
+        name="custom_chatter",
+        component_type=ComponentType.CHATTER,
+        description="自定义聊天处理器",
+        enabled=True,
+        plugin_name=self.name,
+        chat_type_allow=ChatType.PRIVATE
+    )
+
+    ComponentRegistry.register_component(
+        component_info=chatter_info,
+        component_class=CustomChatter
+    )
+```
+
+## 配置
+
+### 插件配置文件
+- 位置: `src/plugins/built_in/chatter/_manifest.json`
+- 包含插件信息和组件配置
+
+### 聊天类型
+- `PRIVATE`: 私聊
+- `GROUP`: 群聊
+- `ALL`: 所有类型
+
+## 核心概念
+
+### 1. 兴趣值系统
+- 自动识别同类话题
+- 兴趣值会根据聊天频率增减
+- 支持新话题的自动学习
+
+### 2. 人物关系系统
+- 根据互动质量建立关系分
+- 不同关系分对应不同的回复风格
+- 支持情感化的交流
+
+### 3. 执行流程
+1. 接收StreamContext
+2. 使用ActionPlanner进行规划
+3. 执行相应的Action
+4. 返回处理结果
+
+## 扩展开发
+
+### 添加新的Chatter类型
+1. 继承BaseChatter类
+2. 实现execute方法
+3. 在插件中注册组件
+4. 配置支持的聊天类型
+
+### 集成现有功能
+- 使用ActionPlanner进行动作规划
+- 通过ActionManager执行动作
+- 利用现有的记忆和知识系统
+
+## 注意事项
+
+1. 所有chatter组件必须实现`execute`方法
+2. 插件注册时需要指定支持的聊天类型
+3. 组件名称不能包含点号(.)
+4. 确保在插件卸载时正确清理资源

src/plugins/built_in/chatter/__init__.py

@@ -0,0 +1,8 @@
+"""
+亲和力聊天处理器插件
+"""
+
+from .plugin import AffinityChatterPlugin
+from .affinity_chatter import AffinityChatter
+
+__all__ = ["AffinityChatterPlugin", "AffinityChatter"]

src/plugins/built_in/chatter/_manifest.json

@@ -0,0 +1,23 @@
+{
+  "manifest_version": 1,
+  "name": "affinity_chatter",
+  "display_name": "Affinity Flow Chatter",
+  "description": "Built-in chatter plugin for affinity flow with interest scoring and relationship building",
+  "version": "1.0.0",
+  "author": "MoFox",
+  "plugin_class": "AffinityChatterPlugin",
+  "enabled": true,
+  "is_built_in": true,
+  "components": [
+    {
+      "name": "affinity_chatter",
+      "type": "chatter",
+      "description": "Affinity flow chatter with intelligent interest scoring and relationship building",
+      "enabled": true,
+      "chat_type_allow": ["all"]
+    }
+  ],
+  "host_application": { "min_version": "0.8.0" },
+  "keywords": ["chatter", "affinity", "conversation"],
+  "categories": ["Chat", "AI"]
+}

src/plugins/built_in/chatter/affinity_chatter.py

@@ -0,0 +1,206 @@
+"""
+亲和力聊天处理器
+基于现有的AffinityFlowChatter重构为插件化组件
+"""
+
+import time
+import traceback
+from datetime import datetime
+from typing import Dict, Any
+
+from src.plugin_system.base.base_chatter import BaseChatter
+from src.plugin_system.base.component_types import ChatType, ChatMode
+from src.common.data_models.message_manager_data_model import StreamContext
+from src.chat.planner_actions.planner import ActionPlanner
+from src.chat.planner_actions.action_manager import ActionManager
+from src.common.logger import get_logger
+
+logger = get_logger("affinity_chatter")
+
+
+class AffinityChatter(BaseChatter):
+    """亲和力聊天处理器"""
+    chatter_name: str = "AffinityChatter"
+    chatter_description: str = "基于亲和力模型的智能聊天处理器，支持多种聊天类型"
+    chat_types: list[ChatType] = [ChatType.ALL]  # 支持所有聊天类型
+
+    def __init__(self, stream_id: str, planner: ActionPlanner, action_manager: ActionManager):
+        """
+        初始化亲和力聊天处理器
+
+        Args:
+            stream_id: 聊天流ID
+            planner: 动作规划器
+            action_manager: 动作管理器
+        """
+        super().__init__(stream_id, planner, action_manager)
+
+        # 处理器统计
+        self.stats = {
+            "messages_processed": 0,
+            "plans_created": 0,
+            "actions_executed": 0,
+            "successful_executions": 0,
+            "failed_executions": 0,
+        }
+        self.last_activity_time = time.time()
+
+    async def execute(self, context: StreamContext) -> dict:
+        """
+        处理StreamContext对象
+
+        Args:
+            context: StreamContext对象，包含聊天流的所有消息信息
+
+        Returns:
+            处理结果字典
+        """
+        try:
+            unread_messages = context.get_unread_messages()
+
+            # 使用增强版规划器处理消息
+            actions, target_message = await self.planner.plan(mode=ChatMode.FOCUS, context=context)
+            self.stats["plans_created"] += 1
+
+            # 执行动作（如果规划器返回了动作）
+            execution_result = {"executed_count": len(actions) if actions else 0}
+            if actions:
+                logger.debug(f"聊天流 {self.stream_id} 生成了 {len(actions)} 个动作")
+
+            # 更新统计
+            self.stats["messages_processed"] += 1
+            self.stats["actions_executed"] += execution_result.get("executed_count", 0)
+            self.stats["successful_executions"] += 1
+            self.last_activity_time = time.time()
+
+            result = {
+                "success": True,
+                "stream_id": self.stream_id,
+                "plan_created": True,
+                "actions_count": len(actions) if actions else 0,
+                "has_target_message": target_message is not None,
+                "unread_messages_processed": len(unread_messages),
+                **execution_result,
+            }
+
+            logger.info(
+                f"聊天流 {self.stream_id} StreamContext处理成功: 动作数={result['actions_count']}, 未读消息={result['unread_messages_processed']}"
+            )
+
+            return result
+
+        except Exception as e:
+            logger.error(f"亲和力聊天处理器 {self.stream_id} 处理StreamContext时出错: {e}\n{traceback.format_exc()}")
+            self.stats["failed_executions"] += 1
+            self.last_activity_time = time.time()
+
+            return {
+                "success": False,
+                "stream_id": self.stream_id,
+                "error_message": str(e),
+                "executed_count": 0,
+            }
+
+    def get_stats(self) -> Dict[str, Any]:
+        """
+        获取处理器统计信息
+
+        Returns:
+            统计信息字典
+        """
+        return self.stats.copy()
+
+    def get_planner_stats(self) -> Dict[str, Any]:
+        """
+        获取规划器统计信息
+
+        Returns:
+            规划器统计信息字典
+        """
+        return self.planner.get_planner_stats()
+
+    def get_interest_scoring_stats(self) -> Dict[str, Any]:
+        """
+        获取兴趣度评分统计信息
+
+        Returns:
+            兴趣度评分统计信息字典
+        """
+        return self.planner.get_interest_scoring_stats()
+
+    def get_relationship_stats(self) -> Dict[str, Any]:
+        """
+        获取用户关系统计信息
+
+        Returns:
+            用户关系统计信息字典
+        """
+        return self.planner.get_relationship_stats()
+
+    def get_user_relationship(self, user_id: str) -> float:
+        """
+        获取用户关系分
+
+        Args:
+            user_id: 用户ID
+
+        Returns:
+            用户关系分 (0.0-1.0)
+        """
+        return self.planner.get_user_relationship(user_id)
+
+    def update_interest_keywords(self, new_keywords: dict):
+        """
+        更新兴趣关键词
+
+        Args:
+            new_keywords: 新的兴趣关键词字典
+        """
+        self.planner.update_interest_keywords(new_keywords)
+        logger.info(f"聊天流 {self.stream_id} 已更新兴趣关键词: {list(new_keywords.keys())}")
+
+    def reset_stats(self):
+        """重置统计信息"""
+        self.stats = {
+            "messages_processed": 0,
+            "plans_created": 0,
+            "actions_executed": 0,
+            "successful_executions": 0,
+            "failed_executions": 0,
+        }
+
+    def is_active(self, max_inactive_minutes: int = 60) -> bool:
+        """
+        检查处理器是否活跃
+
+        Args:
+            max_inactive_minutes: 最大不活跃分钟数
+
+        Returns:
+            是否活跃
+        """
+        current_time = time.time()
+        max_inactive_seconds = max_inactive_minutes * 60
+        return (current_time - self.last_activity_time) < max_inactive_seconds
+
+    def get_activity_time(self) -> float:
+        """
+        获取最后活动时间
+
+        Returns:
+            最后活动时间戳
+        """
+        return self.last_activity_time
+
+    def __str__(self) -> str:
+        """字符串表示"""
+        return f"AffinityChatter(stream_id={self.stream_id}, messages={self.stats['messages_processed']})"
+
+    def __repr__(self) -> str:
+        """详细字符串表示"""
+        return (
+            f"AffinityChatter(stream_id={self.stream_id}, "
+            f"messages_processed={self.stats['messages_processed']}, "
+            f"plans_created={self.stats['plans_created']}, "
+            f"last_activity={datetime.fromtimestamp(self.last_activity_time)})"
+        )

src/plugins/built_in/chatter/plugin.py

@@ -0,0 +1,46 @@
+"""
+亲和力聊天处理器插件
+"""
+
+from typing import List, Tuple, Type
+
+from src.plugin_system.apis.plugin_register_api import register_plugin
+from src.plugin_system.base.base_plugin import BasePlugin
+from src.plugin_system.base.component_types import ComponentInfo, ChatterInfo, ComponentType, ChatType
+from src.common.logger import get_logger
+
+logger = get_logger("affinity_chatter_plugin")
+
+
+@register_plugin
+class AffinityChatterPlugin(BasePlugin):
+    """亲和力聊天处理器插件
+
+    - 延迟导入 `AffinityChatter` 并通过组件注册器注册为聊天处理器
+    - 提供 `get_plugin_components` 以兼容插件注册机制
+    """
+
+    plugin_name: str = "affinity_chatter"
+    enable_plugin: bool = True
+    dependencies: list[str] = []
+    python_dependencies: list[str] = []
+    config_file_name: str = ""
+
+    # 简单的 config_schema 占位（如果将来需要配置可扩展）
+    config_schema = {}
+
+    def get_plugin_components(self) -> List[Tuple[ComponentInfo, Type]]:
+        """返回插件包含的组件列表（ChatterInfo, AffinityChatter）
+
+        这里采用延迟导入 AffinityChatter 来避免循环依赖和启动顺序问题。
+        如果导入失败则返回空列表以让注册过程继续而不崩溃。
+        """
+        try:
+            # 延迟导入以避免循环导入
+            from .affinity_chatter import AffinityChatter
+
+            return [(AffinityChatter.get_chatter_info(), AffinityChatter)]
+
+        except Exception as e:
+            logger.error(f"加载 AffinityChatter 时出错: {e}")
+            return []