feat(plugin): 引入Prompt组件系统以实现动态Prompt注入

引入了一个新的插件组件类型 `BasePrompt`，允许插件动态地向核心Prompt模板中注入额外的上下文信息。该系统旨在提高Prompt的可扩展性和可定制性，使得开发者可以在不修改核心代码的情况下，通过插件来丰富和调整模型的行为。

主要变更包括：
- **`BasePrompt` 基类**: 定义了Prompt组件的标准接口，包括 `execute` 方法用于生成注入内容，以及 `injection_point` 属性用于指定目标Prompt。
- **`PromptComponentManager`**: 一个新的管理器，负责注册、分类和执行所有 `BasePrompt` 组件。它会在构建核心Prompt时，自动查找并执行相关组件，将其输出拼接到主Prompt内容之前。
- **核心Prompt逻辑更新**: `src.chat.utils.prompt.Prompt` 类现在会调用 `PromptComponentManager` 来获取并注入组件内容。
- **插件系统集成**: `ComponentRegistry` 和 `PluginManager` 已更新，以支持 `BasePrompt` 组件的注册、管理和统计。
- **示例插件更新**: `hello_world_plugin` 中增加了一个 `WeatherPrompt` 示例，演示了如何创建和注册一个新的Prompt组件。
- **代码重构**: 将 `PromptParameters` 类从 `prompt.py` 移动到独立的 `prompt_params.py` 文件中，以改善模块化和解决循环依赖问题。

plugins/hello_world_plugin/plugin.py

@@ -6,6 +6,8 @@ from src.plugin_system import (
     BaseAction,
     BaseEventHandler,
     BasePlugin,
+    BasePrompt,
+    ToolParamType,
     BaseTool,
     ChatType,
     CommandArgs,
@@ -36,7 +38,17 @@ class GetSystemInfoTool(BaseTool):
     name = "get_system_info"
     description = "获取当前系统的模拟版本和状态信息。"
     available_for_llm = True
-    parameters = []
+    parameters = [
+        ("query", ToolParamType.STRING, "要搜索的关键词或问题。", True, None),
+        ("num_results", ToolParamType.INTEGER, "期望每个搜索引擎返回的搜索结果数量，默认为5。", False, None),
+        (
+            "time_range",
+            ToolParamType.STRING,
+            "指定搜索的时间范围，可以是 'any', 'week', 'month'。默认为 'any'。",
+            False,
+            ["any", "week", "month"],
+        ),
+    ]  # type: ignore
 
     async def execute(self, function_args: dict[str, Any]) -> dict[str, Any]:
         return {"name": self.name, "content": "系统版本: 1.0.1, 状态: 运行正常"}
@@ -99,7 +111,6 @@ class LLMJudgeExampleAction(BaseAction):
     async def go_activate(self, chat_content: str = "", llm_judge_model=None) -> bool:
         """LLM 判断激活：判断用户是否情绪低落"""
         return await self._llm_judge_activation(
-            chat_content=chat_content,
             judge_prompt="""
 判断用户是否表达了以下情绪或需求：
 1. 感到难过、沮丧或失落
@@ -169,6 +180,19 @@ class RandomEmojiAction(BaseAction):
         return True, "成功发送了一个随机表情"
 
 
+class WeatherPrompt(BasePrompt):
+    """一个简单的Prompt组件，用于向Planner注入天气信息。"""
+
+    prompt_name = "weather_info_prompt"
+    prompt_description = "向Planner注入当前天气信息，以丰富对话上下文。"
+    injection_point = "planner_prompt"
+
+    async def execute(self) -> str:
+        # 在实际应用中，这里可以调用天气API
+        # 为了演示，我们返回一个固定的天气信息
+        return "当前天气：晴朗，温度25°C。"
+
+
 @register_plugin
 class HelloWorldPlugin(BasePlugin):
     """一个包含四大核心组件和高级配置功能的入门示例插件。"""
@@ -178,7 +202,6 @@ class HelloWorldPlugin(BasePlugin):
     dependencies = []
     python_dependencies = []
     config_file_name = "config.toml"
-    enable_plugin = False
 
     config_schema = {
         "meta": {
@@ -208,4 +231,7 @@ class HelloWorldPlugin(BasePlugin):
         if self.get_config("components.random_emoji_action_enabled", True):
             components.append((RandomEmojiAction.get_action_info(), RandomEmojiAction))
 
+        # 注册新的Prompt组件
+        components.append((WeatherPrompt.get_prompt_info(), WeatherPrompt))
+
         return components

src/chat/replyer/default_generator.py

@@ -23,7 +23,8 @@ from src.chat.utils.chat_message_builder import (
 from src.chat.utils.memory_mappings import get_memory_type_chinese_label
 
 # 导入新的统一Prompt系统
-from src.chat.utils.prompt import Prompt, PromptParameters, global_prompt_manager
+from src.chat.utils.prompt import Prompt, global_prompt_manager
+from src.chat.utils.prompt_params import PromptParameters
 from src.chat.utils.timer_calculator import Timer
 from src.chat.utils.utils import get_chat_type_and_target_info
 from src.common.logger import get_logger

src/chat/utils/prompt.py

@@ -8,13 +8,14 @@ import contextvars
 import re
 import time
 from contextlib import asynccontextmanager
-from dataclasses import dataclass, field
+from typing import Any, Optional
-from typing import Any, Literal, Optional
 
 from rich.traceback import install
 
 from src.chat.message_receive.chat_stream import get_chat_manager
 from src.chat.utils.chat_message_builder import build_readable_messages
+from src.chat.utils.prompt_component_manager import prompt_component_manager
+from src.chat.utils.prompt_params import PromptParameters
 from src.common.logger import get_logger
 from src.config.config import global_config
 from src.person_info.person_info import get_person_info_manager
@@ -23,80 +24,6 @@ install(extra_lines=3)
 logger = get_logger("unified_prompt")
 
 
-@dataclass
-class PromptParameters:
-    """统一提示词参数系统"""
-
-    # 基础参数
-    chat_id: str = ""
-    is_group_chat: bool = False
-    sender: str = ""
-    target: str = ""
-    reply_to: str = ""
-    extra_info: str = ""
-    prompt_mode: Literal["s4u", "normal", "minimal"] = "s4u"
-    bot_name: str = ""
-    bot_nickname: str = ""
-
-    # 功能开关
-    enable_tool: bool = True
-    enable_memory: bool = True
-    enable_expression: bool = True
-    enable_relation: bool = True
-    enable_cross_context: bool = True
-    enable_knowledge: bool = True
-
-    # 性能控制
-    max_context_messages: int = 50
-
-    # 调试选项
-    debug_mode: bool = False
-
-    # 聊天历史和上下文
-    chat_target_info: dict[str, Any] | None = None
-    message_list_before_now_long: list[dict[str, Any]] = field(default_factory=list)
-    message_list_before_short: list[dict[str, Any]] = field(default_factory=list)
-    chat_talking_prompt_short: str = ""
-    target_user_info: dict[str, Any] | None = None
-
-    # 已构建的内容块
-    expression_habits_block: str = ""
-    relation_info_block: str = ""
-    memory_block: str = ""
-    tool_info_block: str = ""
-    knowledge_prompt: str = ""
-    cross_context_block: str = ""
-
-    # 其他内容块
-    keywords_reaction_prompt: str = ""
-    extra_info_block: str = ""
-    time_block: str = ""
-    identity_block: str = ""
-    schedule_block: str = ""
-    moderation_prompt_block: str = ""
-    safety_guidelines_block: str = ""
-    reply_target_block: str = ""
-    mood_prompt: str = ""
-    action_descriptions: str = ""
-
-    # 可用动作信息
-    available_actions: dict[str, Any] | None = None
-
-    # 动态生成的聊天场景提示
-    chat_scene: str = ""
-
-    def validate(self) -> list[str]:
-        """参数验证"""
-        errors = []
-        if not self.chat_id:
-            errors.append("chat_id不能为空")
-        if self.prompt_mode not in ["s4u", "normal", "minimal"]:
-            errors.append("prompt_mode必须是's4u'、'normal'或'minimal'")
-        if self.max_context_messages <= 0:
-            errors.append("max_context_messages必须大于0")
-        return errors
-
-
 class PromptContext:
     """提示词上下文管理器"""
 
@@ -303,11 +230,23 @@ class Prompt:
 
         start_time = time.time()
         try:
-            # 构建上下文数据
+            # 1. 从组件管理器获取注入内容
+            components_prefix = ""
+            if self.name:
+                components_prefix = await prompt_component_manager.execute_components_for(
+                    injection_point=self.name, params=self.parameters
+                )
+
+            # 2. 构建核心上下文数据
             context_data = await self._build_context_data()
 
-            # 格式化模板
+            # 3. 格式化主模板
-            result = await self._format_with_context(context_data)
+            main_formatted_prompt = await self._format_with_context(context_data)
+
+            # 4. 拼接组件内容和主模板内容
+            result = main_formatted_prompt
+            if components_prefix:
+                result = f"{components_prefix}\n\n{main_formatted_prompt}"
 
             total_time = time.time() - start_time
             logger.debug(f"Prompt构建完成，模式: {self.parameters.prompt_mode}, 耗时: {total_time:.2f}s")

src/chat/utils/prompt_component_manager.py

@@ -0,0 +1,123 @@
+import asyncio
+from collections import defaultdict
+from typing import Type
+
+from src.chat.utils.prompt_params import PromptParameters
+from src.common.logger import get_logger
+from src.plugin_system.base.base_prompt import BasePrompt
+from src.plugin_system.base.component_types import PromptInfo
+
+logger = get_logger("prompt_component_manager")
+
+
+class PromptComponentManager:
+    """
+    管理所有 `BasePrompt` 组件的单例类。
+
+    该管理器负责：
+    1. 注册由插件定义的 `BasePrompt` 子类。
+    2. 根据注入点（目标Prompt名称）对它们进行分类存储。
+    3. 提供一个接口，以便在构建核心Prompt时，能够获取并执行所有相关的组件。
+    """
+
+    def __init__(self):
+        self._registry: dict[str, list[Type[BasePrompt]]] = defaultdict(list)
+        self._prompt_infos: dict[str, PromptInfo] = {}
+
+    def register(self, component_class: Type[BasePrompt]):
+        """
+        注册一个 `BasePrompt` 组件类。
+
+        Args:
+            component_class: 要注册的 `BasePrompt` 子类。
+        """
+        if not issubclass(component_class, BasePrompt):
+            logger.warning(f"尝试注册一个非 BasePrompt 的类: {component_class.__name__}")
+            return
+
+        try:
+            prompt_info = component_class.get_prompt_info()
+            if prompt_info.name in self._prompt_infos:
+                logger.warning(f"重复注册 Prompt 组件: {prompt_info.name}。将覆盖旧组件。")
+
+            injection_points = prompt_info.injection_point
+            if isinstance(injection_points, str):
+                injection_points = [injection_points]
+
+            if not injection_points or not all(injection_points):
+                logger.debug(f"Prompt 组件 '{prompt_info.name}' 未指定有效的 injection_point，将不会被自动注入。")
+                return
+
+            for point in injection_points:
+                self._registry[point].append(component_class)
+
+            self._prompt_infos[prompt_info.name] = prompt_info
+            logger.info(f"成功注册 Prompt 组件 '{prompt_info.name}' 到注入点: {injection_points}")
+
+        except ValueError as e:
+            logger.error(f"注册 Prompt 组件失败 {component_class.__name__}: {e}")
+
+    def get_components_for(self, injection_point: str) -> list[Type[BasePrompt]]:
+        """
+        获取指定注入点的所有已注册组件类。
+
+        Args:
+            injection_point: 目标Prompt的名称。
+
+        Returns:
+            list[Type[BasePrompt]]: 与该注入点关联的组件类列表。
+        """
+        return self._registry.get(injection_point, [])
+
+    async def execute_components_for(self, injection_point: str, params: PromptParameters) -> str:
+        """
+        实例化并执行指定注入点的所有组件，然后将它们的输出拼接成一个字符串。
+
+        Args:
+            injection_point: 目标Prompt的名称。
+            params: 用于初始化组件的 PromptParameters 对象。
+
+        Returns:
+            str: 所有相关组件生成的、用换行符连接的文本内容。
+        """
+        component_classes = self.get_components_for(injection_point)
+        if not component_classes:
+            return ""
+
+        tasks = []
+        from src.plugin_system.core.component_registry import component_registry
+
+        for component_class in component_classes:
+            try:
+                prompt_info = self._prompt_infos.get(component_class.prompt_name)
+                if not prompt_info:
+                    logger.warning(f"找不到 Prompt 组件 '{component_class.prompt_name}' 的信息，无法获取插件配置")
+                    plugin_config = {}
+                else:
+                    plugin_config = component_registry.get_plugin_config(prompt_info.plugin_name)
+
+                instance = component_class(params=params, plugin_config=plugin_config)
+                tasks.append(instance.execute())
+            except Exception as e:
+                logger.error(f"实例化 Prompt 组件 '{component_class.prompt_name}' 失败: {e}")
+
+        if not tasks:
+            return ""
+
+        # 并行执行所有组件
+        results = await asyncio.gather(*tasks, return_exceptions=True)
+
+        # 过滤掉执行失败的结果和空字符串
+        valid_results = []
+        for i, result in enumerate(results):
+            if isinstance(result, Exception):
+                logger.error(f"执行 Prompt 组件 '{component_classes[i].prompt_name}' 失败: {result}")
+            elif result and isinstance(result, str) and result.strip():
+                valid_results.append(result.strip())
+
+        # 使用换行符拼接所有有效结果
+        return "\n".join(valid_results)
+
+
+# 创建全局单例
+prompt_component_manager = PromptComponentManager()

src/chat/utils/prompt_params.py

@@ -0,0 +1,79 @@
+"""
+This module contains the PromptParameters class, which is used to define the parameters for a prompt.
+"""
+from dataclasses import dataclass, field
+from typing import Any, Literal
+
+
+@dataclass
+class PromptParameters:
+    """统一提示词参数系统"""
+
+    # 基础参数
+    chat_id: str = ""
+    is_group_chat: bool = False
+    sender: str = ""
+    target: str = ""
+    reply_to: str = ""
+    extra_info: str = ""
+    prompt_mode: Literal["s4u", "normal", "minimal"] = "s4u"
+    bot_name: str = ""
+    bot_nickname: str = ""
+
+    # 功能开关
+    enable_tool: bool = True
+    enable_memory: bool = True
+    enable_expression: bool = True
+    enable_relation: bool = True
+    enable_cross_context: bool = True
+    enable_knowledge: bool = True
+
+    # 性能控制
+    max_context_messages: int = 50
+
+    # 调试选项
+    debug_mode: bool = False
+
+    # 聊天历史和上下文
+    chat_target_info: dict[str, Any] | None = None
+    message_list_before_now_long: list[dict[str, Any]] = field(default_factory=list)
+    message_list_before_short: list[dict[str, Any]] = field(default_factory=list)
+    chat_talking_prompt_short: str = ""
+    target_user_info: dict[str, Any] | None = None
+
+    # 已构建的内容块
+    expression_habits_block: str = ""
+    relation_info_block: str = ""
+    memory_block: str = ""
+    tool_info_block: str = ""
+    knowledge_prompt: str = ""
+    cross_context_block: str = ""
+
+    # 其他内容块
+    keywords_reaction_prompt: str = ""
+    extra_info_block: str = ""
+    time_block: str = ""
+    identity_block: str = ""
+    schedule_block: str = ""
+    moderation_prompt_block: str = ""
+    safety_guidelines_block: str = ""
+    reply_target_block: str = ""
+    mood_prompt: str = ""
+    action_descriptions: str = ""
+
+    # 可用动作信息
+    available_actions: dict[str, Any] | None = None
+
+    # 动态生成的聊天场景提示
+    chat_scene: str = ""
+
+    def validate(self) -> list[str]:
+        """参数验证"""
+        errors = []
+        if not self.chat_id:
+            errors.append("chat_id不能为空")
+        if self.prompt_mode not in ["s4u", "normal", "minimal"]:
+            errors.append("prompt_mode必须是's4u'、'normal'或'minimal'")
+        if self.max_context_messages <= 0:
+            errors.append("max_context_messages必须大于0")
+        return errors

src/plugin_system/__init__.py

@@ -26,6 +26,7 @@ from .base import (
     ActionInfo,
     BaseAction,
     BaseCommand,
+    BasePrompt,
     BaseEventHandler,
     BasePlugin,
     BaseTool,
@@ -64,6 +65,7 @@ __all__ = [
     "BaseEventHandler",
     # 基础类
     "BasePlugin",
+    "BasePrompt",
     "BaseTool",
     "ChatMode",
     "ChatType",

src/plugin_system/base/__init__.py

@@ -8,6 +8,7 @@ from .base_action import BaseAction
 from .base_command import BaseCommand
 from .base_events_handler import BaseEventHandler
 from .base_plugin import BasePlugin
+from .base_prompt import BasePrompt
 from .base_tool import BaseTool
 from .command_args import CommandArgs
 from .component_types import (
@@ -37,6 +38,7 @@ __all__ = [
     "BaseCommand",
     "BaseEventHandler",
     "BasePlugin",
+    "BasePrompt",
     "BaseTool",
     "ChatMode",
     "ChatType",

src/plugin_system/base/base_plugin.py

@@ -8,6 +8,7 @@ from src.plugin_system.base.component_types import (
     EventHandlerInfo,
     InterestCalculatorInfo,
     PlusCommandInfo,
+    PromptInfo,
     ToolInfo,
 )
 
@@ -15,6 +16,7 @@ from .base_action import BaseAction
 from .base_command import BaseCommand
 from .base_events_handler import BaseEventHandler
 from .base_interest_calculator import BaseInterestCalculator
+from .base_prompt import BasePrompt
 from .base_tool import BaseTool
 from .plugin_base import PluginBase
 from .plus_command import PlusCommand
@@ -80,6 +82,13 @@ class BasePlugin(PluginBase):
             logger.warning("EventHandler的get_info逻辑尚未实现")
             return None
 
+        elif component_type == ComponentType.PROMPT:
+            if hasattr(component_class, "get_prompt_info"):
+                return component_class.get_prompt_info()
+            else:
+                logger.warning(f"Prompt类 {component_class.__name__} 缺少 get_prompt_info 方法")
+                return None
+
         else:
             logger.error(f"不支持的组件类型: {component_type}")
             return None
@@ -109,6 +118,7 @@ class BasePlugin(PluginBase):
         | tuple[EventHandlerInfo, type[BaseEventHandler]]
         | tuple[ToolInfo, type[BaseTool]]
         | tuple[InterestCalculatorInfo, type[BaseInterestCalculator]]
+        | tuple[PromptInfo, type[BasePrompt]]
     ]:
         """获取插件包含的组件列表
 

src/plugin_system/base/base_prompt.py

@@ -0,0 +1,95 @@
+from abc import ABC, abstractmethod
+from typing import Any
+
+from src.chat.utils.prompt_params import PromptParameters
+from src.common.logger import get_logger
+from src.plugin_system.base.component_types import ComponentType, PromptInfo
+
+logger = get_logger("base_prompt")
+
+
+class BasePrompt(ABC):
+    """Prompt组件基类
+
+    Prompt是插件的一种组件类型，用于动态地向现有的核心Prompt模板中注入额外的上下文信息。
+    它的主要作用是在不修改核心代码的情况下，扩展和定制模型的行为。
+
+    子类可以通过类属性定义其行为：
+    - prompt_name: Prompt组件的唯一名称。
+    - injection_point: 指定要注入的目标Prompt名称（或名称列表）。
+    """
+
+    prompt_name: str = ""
+    """Prompt组件的名称"""
+    prompt_description: str = ""
+    """Prompt组件的描述"""
+
+    # 定义此组件希望注入到哪个或哪些核心Prompt中
+    # 可以是一个字符串（单个目标）或字符串列表（多个目标）
+    # 例如: "planner_prompt" 或 ["s4u_style_prompt", "normal_style_prompt"]
+    injection_point: str | list[str] = ""
+    """要注入的目标Prompt名称或列表"""
+
+    def __init__(self, params: PromptParameters, plugin_config: dict | None = None):
+        """初始化Prompt组件
+
+        Args:
+            params: 统一提示词参数，包含所有构建提示词所需的上下文信息。
+            plugin_config: 插件配置字典。
+        """
+        self.params = params
+        self.plugin_config = plugin_config or {}
+        self.log_prefix = "[PromptComponent]"
+
+        logger.debug(f"{self.log_prefix} Prompt组件 '{self.prompt_name}' 初始化完成")
+
+    @abstractmethod
+    async def execute(self) -> str:
+        """执行Prompt生成的抽象方法，子类必须实现。
+
+        此方法应根据初始化时传入的 `self.params` 来构建并返回一个字符串。
+        返回的字符串将被拼接到目标Prompt的最前面。
+
+        Returns:
+            str: 生成的文本内容。
+        """
+        pass
+
+    def get_config(self, key: str, default: Any = None) -> Any:
+        """获取插件配置值，支持嵌套键访问。
+
+        Args:
+            key: 配置键名，使用点号进行嵌套访问，如 "section.subsection.key"。
+            default: 未找到键时返回的默认值。
+
+        Returns:
+            Any: 配置值或默认值。
+        """
+        if not self.plugin_config:
+            return default
+
+        keys = key.split(".")
+        current = self.plugin_config
+        for k in keys:
+            if isinstance(current, dict) and k in current:
+                current = current[k]
+            else:
+                return default
+        return current
+
+    @classmethod
+    def get_prompt_info(cls) -> "PromptInfo":
+        """从类属性生成PromptInfo，用于组件注册和管理。
+
+        Returns:
+            PromptInfo: 生成的Prompt信息对象。
+        """
+        if not cls.prompt_name:
+            raise ValueError("Prompt组件必须定义 'prompt_name' 类属性。")
+
+        return PromptInfo(
+            name=cls.prompt_name,
+            component_type=ComponentType.PROMPT,
+            description=cls.prompt_description,
+            injection_point=cls.injection_point,
+        )

src/plugin_system/base/component_types.py

@@ -20,6 +20,7 @@ class ComponentType(Enum):
     EVENT_HANDLER = "event_handler"  # 事件处理组件
     CHATTER = "chatter"  # 聊天处理器组件
     INTEREST_CALCULATOR = "interest_calculator"  # 兴趣度计算组件
+    PROMPT = "prompt"  # Prompt组件
 
     def __str__(self) -> str:
         return self.value
@@ -266,6 +267,18 @@ class EventInfo(ComponentInfo):
         self.component_type = ComponentType.EVENT_HANDLER
 
 
+@dataclass
+class PromptInfo(ComponentInfo):
+    """Prompt组件信息"""
+
+    injection_point: str | list[str] = ""
+    """要注入的目标Prompt名称或列表"""
+
+    def __post_init__(self):
+        super().__post_init__()
+        self.component_type = ComponentType.PROMPT
+
+
 @dataclass
 class PluginInfo:
     """插件信息"""

src/plugin_system/core/component_registry.py

@@ -11,6 +11,7 @@ from src.plugin_system.base.base_chatter import BaseChatter
 from src.plugin_system.base.base_command import BaseCommand
 from src.plugin_system.base.base_events_handler import BaseEventHandler
 from src.plugin_system.base.base_interest_calculator import BaseInterestCalculator
+from src.plugin_system.base.base_prompt import BasePrompt
 from src.plugin_system.base.base_tool import BaseTool
 from src.plugin_system.base.component_types import (
     ActionInfo,
@@ -22,6 +23,7 @@ from src.plugin_system.base.component_types import (
     InterestCalculatorInfo,
     PluginInfo,
     PlusCommandInfo,
+    PromptInfo,
     ToolInfo,
 )
 from src.plugin_system.base.plus_command import PlusCommand
@@ -37,6 +39,7 @@ ComponentClassType = (
     | type[PlusCommand]
     | type[BaseChatter]
     | type[BaseInterestCalculator]
+    | type[BasePrompt]
 )
 
 
@@ -183,6 +186,10 @@ class ComponentRegistry:
                 assert isinstance(component_info, InterestCalculatorInfo)
                 assert issubclass(component_class, BaseInterestCalculator)
                 ret = self._register_interest_calculator_component(component_info, component_class)
+            case ComponentType.PROMPT:
+                assert isinstance(component_info, PromptInfo)
+                assert issubclass(component_class, BasePrompt)
+                ret = self._register_prompt_component(component_info, component_class)
             case _:
                 logger.warning(f"未知组件类型: {component_type}")
                 ret = False
@@ -346,6 +353,31 @@ class ComponentRegistry:
         logger.debug(f"已注册InterestCalculator组件: {calculator_name}")
         return True
 
+    def _register_prompt_component(
+        self, prompt_info: PromptInfo, prompt_class: "ComponentClassType"
+    ) -> bool:
+        """注册Prompt组件到Prompt特定注册表"""
+        prompt_name = prompt_info.name
+        if not prompt_name:
+            logger.error(f"Prompt组件 {prompt_class.__name__} 必须指定名称")
+            return False
+
+        if not hasattr(self, "_prompt_registry"):
+            self._prompt_registry: dict[str, type[BasePrompt]] = {}
+        if not hasattr(self, "_enabled_prompt_registry"):
+            self._enabled_prompt_registry: dict[str, type[BasePrompt]] = {}
+
+        _assign_plugin_attrs(
+            prompt_class, prompt_info.plugin_name, self.get_plugin_config(prompt_info.plugin_name) or {}
+        )
+        self._prompt_registry[prompt_name] = prompt_class  # type: ignore
+
+        if prompt_info.enabled:
+            self._enabled_prompt_registry[prompt_name] = prompt_class  # type: ignore
+
+        logger.debug(f"已注册Prompt组件: {prompt_name}")
+        return True
+
     # === 组件移除相关 ===
 
     async def remove_component(self, component_name: str, component_type: ComponentType, plugin_name: str) -> bool:
@@ -580,7 +612,17 @@ class ComponentRegistry:
         component_name: str,
         component_type: ComponentType | None = None,
     ) -> (
-        type[BaseCommand | BaseAction | BaseEventHandler | BaseTool | PlusCommand | BaseChatter | BaseInterestCalculator] | None
+        type[
+            BaseCommand
+            | BaseAction
+            | BaseEventHandler
+            | BaseTool
+            | PlusCommand
+            | BaseChatter
+            | BaseInterestCalculator
+            | BasePrompt
+        ]
+        | None
     ):
         """获取组件类，支持自动命名空间解析
 
@@ -829,6 +871,7 @@ class ComponentRegistry:
         events_handlers: int = 0
         plus_command_components: int = 0
         chatter_components: int = 0
+        prompt_components: int = 0
         for component in self._components.values():
             if component.component_type == ComponentType.ACTION:
                 action_components += 1
@@ -842,6 +885,8 @@ class ComponentRegistry:
                 plus_command_components += 1
             elif component.component_type == ComponentType.CHATTER:
                 chatter_components += 1
+            elif component.component_type == ComponentType.PROMPT:
+                prompt_components += 1
         return {
             "action_components": action_components,
             "command_components": command_components,
@@ -849,6 +894,7 @@ class ComponentRegistry:
             "event_handlers": events_handlers,
             "plus_command_components": plus_command_components,
             "chatter_components": chatter_components,
+            "prompt_components": prompt_components,
             "total_components": len(self._components),
             "total_plugins": len(self._plugins),
             "components_by_type": {

src/plugin_system/core/plugin_manager.py

@@ -358,13 +358,14 @@ class PluginManager:
         event_handler_count = stats.get("event_handlers", 0)
         plus_command_count = stats.get("plus_command_components", 0)
         chatter_count = stats.get("chatter_components", 0)
+        prompt_count = stats.get("prompt_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}, Chatter: {chatter_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}, Prompt: {prompt_count})"
             )
 
             # 显示详细的插件列表
@@ -402,6 +403,9 @@ class PluginManager:
                         plus_command_components = [
                             c for c in plugin_info.components if c.component_type == ComponentType.PLUS_COMMAND
                         ]
+                        prompt_components = [
+                            c for c in plugin_info.components if c.component_type == ComponentType.PROMPT
+                        ]
 
                         if action_components:
                             action_details = [format_component(c) for c in action_components]
@@ -425,6 +429,9 @@ class PluginManager:
                         if event_handler_components:
                             event_handler_details = [format_component(c) for c in event_handler_components]
                             logger.info(f"    📢 EventHandler组件: {', '.join(event_handler_details)}")
+                        if prompt_components:
+                            prompt_details = [format_component(c) for c in prompt_components]
+                            logger.info(f"    📝 Prompt组件: {', '.join(prompt_details)}")
 
                     # 权限节点信息
                     if plugin_instance := self.loaded_plugins.get(plugin_name):