将记忆模块的缓存逻辑迁移至 MemoryCore; 移除了 CacheCore，并将 CoordinatedManager 中原记忆模块与缓存模块中的逻辑迁移至现记忆模块中，确保语义正确

框架:
- 调整模块注册以及AgentRunningFlow的相关逻辑，以支持同组模块并发执行，将以@AgentModule注解中的order属性区分组间顺序先后及是否同组
- 针对@CoordinateManager注解新增了Core的自动注入处理，以便更好的协调不同Core的逻辑

本体: - 开始推进行动模块。将采取类似记忆模块的分层思路，分为ActionPlanner与ActionDispatcher两个主要模块，再各自细分子模块划分
- 将CognationCore从核心统筹的身份下降至与其他核心平级，同时将其中的序列化逻辑抽取至统一的PartnerCore父类，所有核心都将继承该类以获得序列化能力，不同core的内容将序列化至各自的memory文件
- 将SessionManager移除，相关逻辑迁移至CognationCore，统一序列化逻辑的同时又保证语义正确
- 将CognationCore中的某些缓存性质逻辑移动至CacheCore，确保语义正确
- 调整了目录结构以适应优化过的架构

.gitignore

@@ -36,8 +36,8 @@ build/
 
 ### Mac OS ###
 .DS_Store
-/data/
+/backup/data/
-/config/
+/backup/config/
 /Partner-Core/src/main/java/src/test/java/memory/test.json
 /Partner-Core/src/main/java/src/test/java/memory/result/input1.json
 /Partner-Core/src/main/java/src/test/java/memory/result/input2.json
@@ -51,3 +51,6 @@ build/
 /backup/
 /Partner-Main/src/test/java/text/test.json
 /CLAUDE.md
+/config/
+/data/
+/generated-classes/

.idea/kotlinc.xml

@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="KotlinJpsPluginSettings">
+    <option name="version" value="2.2.0" />
+  </component>
+</project>

.idea/misc.xml

@@ -1,13 +1,21 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project version="4">
   <component name="EntryPointsManager">
-    <list size="6">
+    <list size="14">
-      <item index="0" class="java.lang.String" itemvalue="work.slhaf.partner.api.agent.factory.capability.annotation.Capability" />
+      <item index="0" class="java.lang.String" itemvalue="lombok.Data" />
-      <item index="1" class="java.lang.String" itemvalue="work.slhaf.partner.api.agent.factory.capability.annotation.CapabilityCore" />
+      <item index="1" class="java.lang.String" itemvalue="net.bytebuddy.implementation.bind.annotation.RuntimeType" />
-      <item index="2" class="java.lang.String" itemvalue="work.slhaf.partner.api.agent.factory.capability.annotation.CapabilityMethod" />
+      <item index="2" class="java.lang.String" itemvalue="work.slhaf.partner.api.agent.factory.capability.annotation.Capability" />
-      <item index="3" class="java.lang.String" itemvalue="work.slhaf.partner.api.capability.annotation.CapabilityMethod" />
+      <item index="3" class="java.lang.String" itemvalue="work.slhaf.partner.api.agent.factory.capability.annotation.CapabilityCore" />
-      <item index="4" class="java.lang.String" itemvalue="work.slhaf.partner.api.capability.annotation.CoordinateManager" />
+      <item index="4" class="java.lang.String" itemvalue="work.slhaf.partner.api.agent.factory.capability.annotation.CapabilityMethod" />
-      <item index="5" class="java.lang.String" itemvalue="work.slhaf.partner.api.register.capability.annotation.Capability" />
+      <item index="5" class="java.lang.String" itemvalue="work.slhaf.partner.api.agent.factory.capability.annotation.CoordinateManager" />
+      <item index="6" class="java.lang.String" itemvalue="work.slhaf.partner.api.agent.factory.capability.annotation.Coordinated" />
+      <item index="7" class="java.lang.String" itemvalue="work.slhaf.partner.api.agent.factory.module.annotation.AfterExecute" />
+      <item index="8" class="java.lang.String" itemvalue="work.slhaf.partner.api.agent.factory.module.annotation.AgentModule" />
+      <item index="9" class="java.lang.String" itemvalue="work.slhaf.partner.api.agent.factory.module.annotation.BeforeExecute" />
+      <item index="10" class="java.lang.String" itemvalue="work.slhaf.partner.api.agent.factory.module.annotation.Init" />
+      <item index="11" class="java.lang.String" itemvalue="work.slhaf.partner.api.capability.annotation.CapabilityMethod" />
+      <item index="12" class="java.lang.String" itemvalue="work.slhaf.partner.api.capability.annotation.CoordinateManager" />
+      <item index="13" class="java.lang.String" itemvalue="work.slhaf.partner.api.register.capability.annotation.Capability" />
     </list>
   </component>
   <component name="ExternalStorageConfigurationManager" enabled="true" />

.idea/vcs.xml

@@ -2,5 +2,6 @@
 <project version="4">
   <component name="VcsDirectoryMappings">
     <mapping directory="$PROJECT_DIR$" vcs="Git" />
+    <mapping directory="$USER_HOME$/Projects/IdeaProjects/Projects/Partner" vcs="Git" />
   </component>
 </project>

Partner-Api/dependency-reduced-pom.xml

@@ -0,0 +1,29 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <parent>
+    <artifactId>Partner</artifactId>
+    <groupId>work.slhaf</groupId>
+    <version>0.5.0</version>
+  </parent>
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>Partner-Api</artifactId>
+  <dependencies>
+    <dependency>
+      <groupId>junit</groupId>
+      <artifactId>junit</artifactId>
+      <version>4.13.2</version>
+      <scope>test</scope>
+      <exclusions>
+        <exclusion>
+          <artifactId>hamcrest-core</artifactId>
+          <groupId>org.hamcrest</groupId>
+        </exclusion>
+      </exclusions>
+    </dependency>
+  </dependencies>
+  <properties>
+    <maven.compiler.target>21</maven.compiler.target>
+    <maven.compiler.source>21</maven.compiler.source>
+    <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+  </properties>
+</project>

Partner-Api/src/main/java/work/slhaf/partner/api/agent/Agent.java

@@ -1,5 +1,6 @@
 package work.slhaf.partner.api.agent;
 
+import lombok.extern.slf4j.Slf4j;
 import work.slhaf.partner.api.agent.factory.AgentRegisterFactory;
 import work.slhaf.partner.api.agent.runtime.config.AgentConfigManager;
 import work.slhaf.partner.api.agent.runtime.exception.AgentExceptionCallback;
@@ -9,20 +10,30 @@ import work.slhaf.partner.api.agent.runtime.interaction.AgentGateway;
 
 import java.util.ArrayList;
 import java.util.List;
+import java.util.concurrent.CountDownLatch;
 import java.util.concurrent.ExecutorService;
 import java.util.concurrent.Executors;
 
+/**
+ * <h2>Agent 启动入口</h2>
+ * 详细启动流程请参阅{@link AgentRegisterFactory}
+ */
+@Slf4j
 public final class Agent {
 
-    public static AgentGatewayStep newAgent(Class<?> clazz) {
+    public static AgentConfigManagerStep newAgent(Class<?> clazz) {
         if (clazz == null) {
             throw new AgentLaunchFailedException("Agent class 和 interaction flow context 不能为 null");
         }
         return new AgentApp(clazz);
     }
 
+    public interface AgentConfigManagerStep {
+        AgentGatewayStep setAgentConfigManager(Class<? extends AgentConfigManager> agentConfigManager);
+    }
+
     public interface AgentGatewayStep {
-        AgentStep setGateway(AgentGateway gateway);
+        AgentStep setGateway(Class<? extends AgentGateway> gateway);
     }
 
     public interface AgentStep {
@@ -30,9 +41,7 @@ public final class Agent {
 
         AgentStep addAfterLaunchRunners(Runnable... runners);
 
-        AgentStep setAgentConfigManager(AgentConfigManager agentConfigManager);
+        AgentStep setAgentExceptionCallback(Class<? extends AgentExceptionCallback> agentExceptionCallback);
-
-        AgentStep setAgentExceptionCallback(AgentExceptionCallback agentExceptionCallback);
 
         AgentStep addScanPackage(String packageName);
 
@@ -42,21 +51,26 @@ public final class Agent {
     }
 
 
-    public static class AgentApp implements AgentStep, AgentGatewayStep {
+    public static class AgentApp implements AgentStep, AgentGatewayStep, AgentConfigManagerStep {
 
         private final ExecutorService executorService = Executors.newVirtualThreadPerTaskExecutor();
         private final List<Runnable> beforeLaunchRunners = new ArrayList<>();
         private final List<Runnable> afterLaunchRunners = new ArrayList<>();
         private AgentGateway gateway;
         private final Class<?> applicationClass;
+        private Class<? extends AgentConfigManager> agentConfigManagerClass;
+        private Class<? extends AgentGateway> gatewayClass;
+        private Class<? extends AgentExceptionCallback> agentExceptionCallbackClass;
+
+        private final CountDownLatch latch = new CountDownLatch(1);
 
         private AgentApp(Class<?> clazz) {
             this.applicationClass = clazz;
         }
 
         @Override
-        public AgentStep setGateway(AgentGateway gateway) {
+        public AgentStep setGateway(Class<? extends AgentGateway> gateway) {
-            this.gateway = gateway;
+            this.gatewayClass = gateway;
             return this;
         }
 
@@ -73,14 +87,14 @@ public final class Agent {
         }
 
         @Override
-        public AgentStep setAgentConfigManager(AgentConfigManager agentConfigManager) {
+        public AgentGatewayStep setAgentConfigManager(Class<? extends AgentConfigManager> agentConfigManager) {
-            AgentConfigManager.setINSTANCE(agentConfigManager);
+            this.agentConfigManagerClass = agentConfigManager;
             return this;
         }
 
         @Override
-        public AgentStep setAgentExceptionCallback(AgentExceptionCallback agentExceptionCallback) {
+        public AgentStep setAgentExceptionCallback(Class<? extends AgentExceptionCallback> agentExceptionCallback) {
-            GlobalExceptionHandler.setExceptionCallback(agentExceptionCallback);
+            agentExceptionCallbackClass = agentExceptionCallback;
             return this;
         }
 
@@ -98,10 +112,38 @@ public final class Agent {
 
         @Override
         public void launch() {
-            launchRunners(beforeLaunchRunners);
+            beforeLaunch();
             AgentRegisterFactory.launch(applicationClass.getPackageName());
-            executorService.execute(() -> gateway.launch());
+            afterLaunch();
+        }
+
+        private void afterLaunch() {
+            try {
+                this.gateway = gatewayClass.getDeclaredConstructor().newInstance();
+                executorService.execute(() -> {
+                    gateway.launch();
+                    latch.countDown();
+                    log.info("Gateway 启动完毕: {}", gatewayClass.getSimpleName());
+                });
+                latch.await();
                 launchRunners(afterLaunchRunners);
+                log.info("后置任务启动完毕");
+            } catch (Exception e) {
+                throw new AgentLaunchFailedException("Agent 后置任务启动失败", e);
+            }
+        }
+
+        private void beforeLaunch() {
+            try {
+                AgentConfigManager.setINSTANCE(agentConfigManagerClass.getDeclaredConstructor().newInstance());
+                log.info("配置管理器设置完毕: {}",agentConfigManagerClass.getSimpleName());
+                GlobalExceptionHandler.setExceptionCallback(agentExceptionCallbackClass.getDeclaredConstructor().newInstance());
+                log.info("异常处理回调设置完毕: {}",agentExceptionCallbackClass.getSimpleName());
+                launchRunners(beforeLaunchRunners);
+                log.info("前置任务启动完毕");
+            } catch (Exception e) {
+                throw new AgentLaunchFailedException("Agent 前置任务启动失败", e);
+            }
         }
 
         private void launchRunners(List<Runnable> runners) {

Partner-Api/src/main/java/work/slhaf/partner/api/agent/factory/AgentRegisterFactory.java

@@ -14,14 +14,22 @@ import work.slhaf.partner.api.agent.factory.module.ModuleInitHookExecuteFactory;
 import work.slhaf.partner.api.agent.factory.module.ModuleProxyFactory;
 import work.slhaf.partner.api.agent.factory.module.ModuleRegisterFactory;
 import work.slhaf.partner.api.agent.factory.module.pojo.MetaModule;
-import work.slhaf.partner.api.agent.runtime.data.AgentContext;
 import work.slhaf.partner.api.agent.runtime.config.AgentConfigManager;
+import work.slhaf.partner.api.agent.runtime.data.AgentContext;
+import work.slhaf.partner.api.agent.runtime.interaction.flow.AgentRunningFlow;
 
 import java.io.File;
 import java.net.URL;
 import java.util.ArrayList;
 import java.util.List;
 
+/**
+ * <h2>Agent 注册工厂</h2>
+ *
+ * <p>
+ * 具体流程依次按照 {@link AgentRegisterFactory#launch(String)} 方法顺序执行，最终将执行模块列表对应实例交给 {@link AgentConfigManager} ，传递给 {@link AgentRunningFlow} 针对交互做出调用
+ * <p/>
+ */
 public class AgentRegisterFactory {
 
     private static final List<URL> urls = new ArrayList<>();
@@ -35,20 +43,20 @@ public class AgentRegisterFactory {
         //流程
         //0. 加载配置
         new ConfigLoaderFactory().execute(registerContext);
-        //1. 注册并检查Capability
+        //1. 注册并检查Module
-        new CapabilityRegisterFactory().execute(registerContext);
-        new CapabilityCheckFactory().execute(registerContext);
-        //2. 注册并检查Module
         new ModuleCheckFactory().execute(registerContext);
         new ModuleRegisterFactory().execute(registerContext);
-        //3. 为module通过动态代理添加PostHook逻辑并进行实例化
+        //2. 为module通过动态代理添加PostHook逻辑并进行实例化
         new ModuleProxyFactory().execute(registerContext);
+        //3. 加载检查Capability层内容后进行能力层的内容注册
+        new CapabilityCheckFactory().execute(registerContext);
+        new CapabilityRegisterFactory().execute(registerContext);
         //. 先一步注入Capability,避免因前hook逻辑存在针对能力的引用而报错
         new CapabilityInjectFactory().execute(registerContext);
         //. 执行模块PreHook逻辑
         new ModuleInitHookExecuteFactory().execute(registerContext);
 
-        List<MetaModule> moduleList = registerContext.getModuleFactoryContext().getModuleList();
+        List<MetaModule> moduleList = registerContext.getModuleFactoryContext().getAgentModuleList();
         AgentConfigManager.INSTANCE.moduleEnabledStatusFilterAndRecord(moduleList);
 
         BeanUtil.copyProperties(registerContext, AgentContext.INSTANCE);

Partner-Api/src/main/java/work/slhaf/partner/api/agent/factory/capability/CapabilityCheckFactory.java

@@ -1,24 +1,52 @@
 package work.slhaf.partner.api.agent.factory.capability;
 
+import cn.hutool.core.util.ClassUtil;
 import org.reflections.Reflections;
 import work.slhaf.partner.api.agent.factory.AgentBaseFactory;
 import work.slhaf.partner.api.agent.factory.capability.annotation.*;
-import work.slhaf.partner.api.agent.factory.capability.exception.DuplicateCapabilityException;
+import work.slhaf.partner.api.agent.factory.capability.exception.*;
-import work.slhaf.partner.api.agent.factory.capability.exception.UnMatchedCapabilityException;
-import work.slhaf.partner.api.agent.factory.capability.exception.UnMatchedCapabilityMethodException;
-import work.slhaf.partner.api.agent.factory.capability.exception.UnMatchedCoordinatedMethodException;
 import work.slhaf.partner.api.agent.factory.context.AgentRegisterContext;
 import work.slhaf.partner.api.agent.factory.context.CapabilityFactoryContext;
+import work.slhaf.partner.api.agent.factory.module.annotation.AgentModule;
+import work.slhaf.partner.api.agent.factory.module.annotation.AgentSubModule;
 import work.slhaf.partner.api.agent.util.AgentUtil;
 
 import java.lang.reflect.Method;
 import java.util.*;
 import java.util.stream.Collectors;
 
+import static work.slhaf.partner.api.agent.util.AgentUtil.isAssignableFromAnnotation;
 import static work.slhaf.partner.api.agent.util.AgentUtil.methodSignature;
 
 /**
- * 执行<code>Capability</code>相关检查
+ * <h2>Agent启动流程 4</h2>
+ *
+ * <p>负责通过反射收集 {@link Capability} 和 {@link CapabilityCore} 注解所在类，并判断是否存在被错误忽略的方法</p>
+ *
+ * <ol>
+ *     <li>
+ *         <p>{@link CapabilityCheckFactory#loadCoresAndCapabilities()}</p>
+ *         通过反射收集 {@link Capability} 和 {@link CapabilityCore} 注解所在类为对应集合
+ *     </li>
+ *     <li>
+ *         <p>{@link CapabilityCheckFactory#checkCountAndCapabilities()}</p>
+ *         检测 {@link Capability} 与 {@link CapabilityCore} 的数量、对应的能力是否相等。每一个core都将对应一个capability，并通过value属性进行匹配
+ *     </li>
+ *     <li>
+ *         <p>{@link CapabilityCheckFactory#checkCapabilityMethods()}</p>
+ *         检测在 {@link Capability} 与 {@link CapabilityCore} 中是否存在对方尚未实现/注册的方法
+ *     </li>
+ *     <li>
+ *         <p>{@link CapabilityCheckFactory#checkCoordinatedMethods()}</p>
+ *         检查是否包含协调方法({@link ToCoordinated})，如果存在，则进一步检查在 {@link CoordinateManager} 所注类中是否有提供对应的实现
+ *     </li>
+ *     <li>
+ *         <p>{@link CapabilityCheckFactory#checkInjectCapability()}</p>
+ *         检查 {@link InjectCapability} 注解是否只用在 {@link CapabilityHolder} 所标识类的字段上。{@link AgentModule} 与 {@link AgentSubModule} 已经被 {@link CapabilityHolder} 标注
+ *     </li>
+ * </ol>
+ *
+ * <p>下一步流程请参阅{@link CapabilityRegisterFactory}</p>
  */
 public class CapabilityCheckFactory extends AgentBaseFactory {
 
@@ -37,19 +65,42 @@ public class CapabilityCheckFactory extends AgentBaseFactory {
 
     @Override
     protected void run() {
+        loadCoresAndCapabilities();
         checkCountAndCapabilities();
         checkCapabilityMethods();
         checkCoordinatedMethods();
+        checkCoordinatedManager();
         checkInjectCapability();
     }
 
+    private void checkCoordinatedManager() {
+        reflections.getTypesAnnotatedWith(CoordinateManager.class)
+                .stream()
+                .filter(ClassUtil::isNormalClass)
+                .forEach(managerClass -> {
+                    try {
+                        if (!managerClass.getDeclaredConstructor().canAccess(null)) {
+                            throw new CapabilityCheckFailedException("CoordinateManager 所注类的无参构造方法未公开!");
+                        }
+                    } catch (NoSuchMethodException e) {
+                        throw new CapabilityCheckFailedException("CoordinateManager 所注类缺少无参构造方法!");
+                    }
+                });
+    }
+
+    private void loadCoresAndCapabilities() {
+        cores.addAll(reflections.getTypesAnnotatedWith(CapabilityCore.class));
+        capabilities.addAll(reflections.getTypesAnnotatedWith(Capability.class));
+    }
+
     /**
      * 检查<code>@InjectCapability</code>注解是否只用在<code>@CapabilityHolder</code>所标识类的字段上
      */
     private void checkInjectCapability() {
         reflections.getFieldsAnnotatedWith(InjectCapability.class).forEach(field -> {
-            if (!field.getDeclaringClass().isAssignableFrom(CapabilityHolder.class)) {
+            Class<?> declaringClass = field.getDeclaringClass();
-                throw new UnMatchedCapabilityException("InjectCapability 注解只能用于 CapabilityHolder 注解所在类");
+            if (!isAssignableFromAnnotation(declaringClass, CapabilityHolder.class)) {
+                throw new UnMatchedCapabilityException("InjectCapability 注解只能用于 CapabilityHolder 注解所在类，检查该类是否使用了@CapabilityHolder注解或者受其标注的注解或父类: " + declaringClass);
             }
         });
     }

Partner-Api/src/main/java/work/slhaf/partner/api/agent/factory/capability/CapabilityInjectFactory.java

@@ -8,6 +8,9 @@ import work.slhaf.partner.api.agent.factory.capability.annotation.ToCoordinated;
 import work.slhaf.partner.api.agent.factory.capability.exception.ProxySetFailedExceptionCapability;
 import work.slhaf.partner.api.agent.factory.context.AgentRegisterContext;
 import work.slhaf.partner.api.agent.factory.context.CapabilityFactoryContext;
+import work.slhaf.partner.api.agent.factory.module.ModuleInitHookExecuteFactory;
+import work.slhaf.partner.api.agent.factory.module.annotation.AgentModule;
+import work.slhaf.partner.api.agent.factory.module.annotation.AgentSubModule;
 
 import java.lang.reflect.Field;
 import java.lang.reflect.Proxy;
@@ -18,9 +21,23 @@ import java.util.function.Function;
 import static work.slhaf.partner.api.agent.util.AgentUtil.methodSignature;
 
 /**
- * 负责执行<code>Capability</code>的注入逻辑
+ * <h2>Agent启动流程 6</h2>
- */
+ *
-public class CapabilityInjectFactory extends AgentBaseFactory {
+ * <p>负责执行 {@link Capability} 的注入逻辑。</p>
+ *
+ * <p>实现方式：</p>
+ * <ol>
+ *     <li>通过动态代理，为 {@link AgentModule} 与 {@link AgentSubModule} 中待注入的
+ *         <b>能力接口</b> 类型（即 {@link Capability} 标注的接口类）生成代理对象。
+ *     </li>
+ *     <li>在代理对象内部，根据调用方法的签名确定路由，将调用转发至对应的具体函数。
+ *     </li>
+ *     <li>通过此机制，实现了 {@link Capability} 单一语义层面上普通方法与协调方法的统一入口。
+ *     </li>
+ * </ol>
+ *
+ * <p>下一步流程请参阅 {@link ModuleInitHookExecuteFactory}</p>
+ */public class CapabilityInjectFactory extends AgentBaseFactory {
 
     private Reflections reflections;
     private HashMap<String, Function<Object[], Object>> coordinatedMethodsRouterTable;

Partner-Api/src/main/java/work/slhaf/partner/api/agent/factory/capability/CapabilityRegisterFactory.java

@@ -1,5 +1,6 @@
 package work.slhaf.partner.api.agent.factory.capability;
 
+import cn.hutool.core.util.ClassUtil;
 import org.reflections.Reflections;
 import work.slhaf.partner.api.agent.factory.AgentBaseFactory;
 import work.slhaf.partner.api.agent.factory.capability.annotation.*;
@@ -8,28 +9,61 @@ import work.slhaf.partner.api.agent.factory.capability.exception.CoreInstancesCr
 import work.slhaf.partner.api.agent.factory.capability.exception.DuplicateMethodException;
 import work.slhaf.partner.api.agent.factory.context.AgentRegisterContext;
 import work.slhaf.partner.api.agent.factory.context.CapabilityFactoryContext;
+import work.slhaf.partner.api.agent.factory.module.annotation.AgentModule;
+import work.slhaf.partner.api.agent.factory.module.annotation.AgentSubModule;
 
 import java.lang.reflect.Constructor;
+import java.lang.reflect.Field;
 import java.lang.reflect.InvocationTargetException;
 import java.lang.reflect.Method;
 import java.util.Arrays;
 import java.util.HashMap;
 import java.util.Set;
 import java.util.function.Function;
+import java.util.stream.Collectors;
 
-import static cn.hutool.core.util.ClassUtil.isNormalClass;
 import static work.slhaf.partner.api.agent.util.AgentUtil.methodSignature;
 
 
 /**
- * 负责获取<code>@Capability</code>和<code>@CapabilityCore</code>标识的类，并生成函数路由表、设置<code>Core</code>实例用于后续注入
+ * <h2>Agent启动流程 5</h2>
+ *
+ * <p>
+ * 负责收集注解 {@link Capability} 和 {@link CapabilityCore} 标识的类，并生成函数路由表、创建core、capability实例，以及放入instanceMap供后续进行注入操作
+ * </p>
+ *
+ * <ol>
+ *     <li>
+ *         <p>{@link CapabilityRegisterFactory#setCoreInstances()}</p>
+ *         通过反射调用无参构造函数创建core实例，并将实例放入instanceMap供后续使用
+ *     </li>
+ *     <li>
+ *         <p>{@link CapabilityRegisterFactory#generateRouterTable()}</p>
+ *         生成函数路由表:
+ *         <ul>
+ *             <li>
+ *                 <p>{@link CapabilityRegisterFactory#generateMethodsRouterTable()}</p>
+ *                 生成普通方法对应的函数路由表
+ *             </li>
+ *             <li>
+ *                 <p>{@link CapabilityRegisterFactory#generateCoordinatedMethodsRouterTable()}</p>
+ *                 生成协调方法对应的函数路由表
+ *             </li>
+ *         </ul>
+ *     </li>
+ *     <li>
+ *         函数路由表生成完毕、core实例创建完毕之后，将交由下一工厂完成能力(Capability)注入操作，注入到 {@link AgentModule} 与 {@link AgentSubModule} 对应的实例中
+ *     </li>
+ * </ol>
+ *
+ * <p>下一步流程请参阅{@link CapabilityInjectFactory}</p>
  */
-public final class CapabilityRegisterFactory extends AgentBaseFactory {
+public class CapabilityRegisterFactory extends AgentBaseFactory {
 
     private Reflections reflections;
     private HashMap<String, Function<Object[], Object>> methodsRouterTable;
     private HashMap<String, Function<Object[], Object>> coordinatedMethodsRouterTable;
-    private HashMap<Class<?>, Object> capabilityCoreInstances;
+    private HashMap<Class<?>, Object> coreInstances;
     private HashMap<Class<?>, Object> capabilityHolderInstances;
     private Set<Class<?>> cores;
     private Set<Class<?>> capabilities;
@@ -40,35 +74,35 @@ public final class CapabilityRegisterFactory extends AgentBaseFactory {
         reflections = context.getReflections();
         methodsRouterTable = factoryContext.getMethodsRouterTable();
         coordinatedMethodsRouterTable = factoryContext.getCoordinatedMethodsRouterTable();
-        capabilityCoreInstances = factoryContext.getCapabilityCoreInstances();
+        coreInstances = factoryContext.getCapabilityCoreInstances();
         cores = factoryContext.getCores();
         capabilities = factoryContext.getCapabilities();
         capabilityHolderInstances = factoryContext.getCapabilityHolderInstances();
     }
 
     @Override
-    protected void run() throws InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException {
+    protected void run() {
-        setCapabilityCoreInstances();
+        setCapabilityHolderInstances();
-        setAnnotatedClasses();
+        setCoreInstances();
         generateRouterTable();
     }
 
-    /**
+    private void setCapabilityHolderInstances() {
-     * 设置<code>CapabilityCore</code>、<code>Capability</code>注解标识类
+        Set<Class<?>> collect = reflections.getTypesAnnotatedWith(CapabilityHolder.class).stream()
-     */
+                .filter(ClassUtil::isNormalClass)
-    private void setAnnotatedClasses() throws InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException {
+                .filter(clazz -> !capabilityHolderInstances.containsKey(clazz))
-        cores.addAll(reflections.getTypesAnnotatedWith(CapabilityCore.class));
+                .collect(Collectors.toSet());
-        capabilities.addAll(reflections.getTypesAnnotatedWith(Capability.class));
+        for (Class<?> clazz : collect) {
-        setCapabilityHolderInstances();
+            try {
+                Constructor<?> constructor = clazz.getDeclaredConstructor();
+                if (constructor.canAccess(null)) {
+                    throw new CapabilityFactoryExecuteFailedException("缺少无参构造方法的类: " + clazz);
                 }
-
+                Object o = constructor.newInstance();
-    private void setCapabilityHolderInstances() throws NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException {
-        for (Class<?> clazz : reflections.getTypesAnnotatedWith(CapabilityHolder.class)) {
-            if (!isNormalClass(clazz)){
-                continue;
-            }
-            Object o = clazz.getDeclaredConstructor().newInstance();
                 capabilityHolderInstances.put(clazz, o);
+            } catch (Exception e) {
+                throw new CapabilityFactoryExecuteFailedException("创建代理对象失败: " + clazz, e);
+            }
         }
     }
 
@@ -116,7 +150,7 @@ public final class CapabilityRegisterFactory extends AgentBaseFactory {
         for (Class<?> c : reflections.getTypesAnnotatedWith(CoordinateManager.class)) {
             Constructor<?> constructor = c.getDeclaredConstructor();
             Object instance = constructor.newInstance();
-
+            setCores(instance, c);
             Arrays.stream(c.getMethods())
                     .filter(method -> method.isAnnotationPresent(Coordinated.class))
                     .forEach(method -> {
@@ -127,18 +161,26 @@ public final class CapabilityRegisterFactory extends AgentBaseFactory {
         return map;
     }
 
+    private void setCores(Object cmInstance, Class<?> cmClazz) throws IllegalAccessException {
+        for (Field field : cmClazz.getFields()) {
+            if (field.getType().isAnnotationPresent(CapabilityCore.class)) {
+                field.setAccessible(true);
+                field.set(cmInstance, coreInstances.get(field.getType()));
+            }
+        }
+    }
+
     /**
-     * 生成普通方法对应的函数路由表
+     * 扫描`@Capability`与`@CapabilityMethod`注解的类与方法
+     * 将`capabilityValue.methodSignature`作为key,函数对象为通过反射拿到的core实例对应的方法
      */
     private void generateMethodsRouterTable() {
-        //扫描`@Capability`与`@CapabilityMethod`注解的类与方法
-        //将`capabilityValue.methodSignature`作为key,函数对象为通过反射拿到的core实例对应的方法
         cores.forEach(core -> Arrays.stream(core.getMethods())
                 .filter(method -> method.isAnnotationPresent(CapabilityMethod.class))
                 .forEach(method -> {
                     Function<Object[], Object> function = args -> {
                         try {
-                            return method.invoke(capabilityCoreInstances.get(core), args);
+                            return method.invoke(coreInstances.get(core), args);
                         } catch (IllegalAccessException | InvocationTargetException e) {
                             throw new RuntimeException(e);
                         }
@@ -154,12 +196,12 @@ public final class CapabilityRegisterFactory extends AgentBaseFactory {
     /**
      * 反射获取<code>CapabilityCore</code>实例
      */
-    private void setCapabilityCoreInstances() {
+    private void setCoreInstances() {
         try {
             for (Class<?> core : cores) {
                 Constructor<?> constructor = core.getDeclaredConstructor();
                 constructor.setAccessible(true);
-                capabilityCoreInstances.put(core, constructor.newInstance());
+                coreInstances.put(core, constructor.newInstance());
             }
         } catch (InvocationTargetException | NoSuchMethodException | InstantiationException |
                  IllegalAccessException e) {

Partner-Api/src/main/java/work/slhaf/partner/api/agent/factory/capability/annotation/CoordinateManager.java

@@ -5,6 +5,9 @@ import java.lang.annotation.Retention;
 import java.lang.annotation.RetentionPolicy;
 import java.lang.annotation.Target;
 
+/**
+ * Core的协调类，该注解的实现类中如果存在任何{@link CapabilityCore}实例的引用，都将被自动注入
+ */
 @Target(ElementType.TYPE)
 @Retention(RetentionPolicy.RUNTIME)
 public @interface CoordinateManager {

Partner-Api/src/main/java/work/slhaf/partner/api/agent/factory/config/ConfigLoaderFactory.java

@@ -1,16 +1,31 @@
 package work.slhaf.partner.api.agent.factory.config;
 
+import lombok.extern.slf4j.Slf4j;
 import work.slhaf.partner.api.agent.factory.AgentBaseFactory;
+import work.slhaf.partner.api.agent.factory.config.exception.ConfigNotExistException;
+import work.slhaf.partner.api.agent.factory.config.exception.PromptNotExistException;
 import work.slhaf.partner.api.agent.factory.config.pojo.ModelConfig;
 import work.slhaf.partner.api.agent.factory.context.AgentRegisterContext;
 import work.slhaf.partner.api.agent.factory.context.ConfigFactoryContext;
+import work.slhaf.partner.api.agent.factory.module.ModuleCheckFactory;
 import work.slhaf.partner.api.agent.runtime.config.AgentConfigManager;
-import work.slhaf.partner.api.agent.runtime.config.DefaultAgentConfigManager;
+import work.slhaf.partner.api.agent.runtime.config.FileAgentConfigManager;
 import work.slhaf.partner.api.chat.pojo.Message;
 
 import java.util.HashMap;
+import java.util.HashSet;
 import java.util.List;
+import java.util.Set;
 
+/**
+ * <h2>Agent启动流程 0</h2>
+ * <p>
+ * 通过指定的 {@link AgentConfigManager} 或者默认的 {@link FileAgentConfigManager} 加载配置文件
+ * <p/>
+ *
+ * <p>下一步流程请参阅{@link ModuleCheckFactory}</p>
+ */
+@Slf4j
 public class ConfigLoaderFactory extends AgentBaseFactory {
 
     private AgentConfigManager agentConfigManager;
@@ -23,8 +38,8 @@ public class ConfigLoaderFactory extends AgentBaseFactory {
         modelConfigMap = factoryContext.getModelConfigMap();
         modelPromptMap = factoryContext.getModelPromptMap();
 
-        if (AgentConfigManager.INSTANCE == null){
+        if (AgentConfigManager.INSTANCE == null) {
-            AgentConfigManager.setINSTANCE(new DefaultAgentConfigManager());
+            AgentConfigManager.setINSTANCE(new FileAgentConfigManager());
         }
 
         agentConfigManager = AgentConfigManager.INSTANCE;
@@ -33,9 +48,30 @@ public class ConfigLoaderFactory extends AgentBaseFactory {
     @Override
     protected void run() {
         agentConfigManager.load();
-        agentConfigManager.check();
         modelConfigMap.putAll(agentConfigManager.getModelConfigMap());
         modelPromptMap.putAll(agentConfigManager.getModelPromptMap());
+        check();
     }
 
+    /**
+     * 对模型Config与Prompt分别进行检验,除了都必须包含default外，还需要确保数量、key一致，毕竟是模型配置与提示词
+     */
+    private void check() {
+        log.info("执行config与prompt检测...");
+        if (!modelConfigMap.containsKey("default")) {
+            throw new ConfigNotExistException("缺少默认配置! 需确保存在一个模型配置的key为`default`");
+        }
+        if (!modelPromptMap.containsKey("basic")) {
+            throw new PromptNotExistException("缺少基础Prompt! 需要确保存在key为basic的Prompt文件，它将与其他Prompt共同作用于模块节点。");
+        }
+        Set<String> configKeySet = new HashSet<>(modelConfigMap.keySet());
+        configKeySet.remove("default");
+        Set<String> promptKeySet = new HashSet<>(modelPromptMap.keySet());
+        promptKeySet.remove("basic");
+        if (!promptKeySet.containsAll(configKeySet)) {
+            log.warn("存在未被提示词包含的模型配置，该配置将无法生效!");
+        }
+        //检查提示词数量与`ActivateModel`的实现数量是否一致
+        log.info("检测完毕.");
+    }
 }

Partner-Api/src/main/java/work/slhaf/partner/api/agent/factory/context/CapabilityFactoryContext.java

@@ -3,6 +3,7 @@ package work.slhaf.partner.api.agent.factory.context;
 import lombok.Data;
 
 import java.util.HashMap;
+import java.util.HashSet;
 import java.util.Set;
 import java.util.function.Function;
 
@@ -12,6 +13,6 @@ public class CapabilityFactoryContext {
     private final HashMap<String, Function<Object[], Object>> coordinatedMethodsRouterTable = new HashMap<>();
     private final HashMap<Class<?>, Object> capabilityCoreInstances = new HashMap<>();
     private final HashMap<Class<?>, Object> capabilityHolderInstances = new HashMap<>();
-    private Set<Class<?>> cores;
+    private Set<Class<?>> cores = new HashSet<>();
-    private Set<Class<?>> capabilities;
+    private Set<Class<?>> capabilities = new HashSet<>();
 }

Partner-Api/src/main/java/work/slhaf/partner/api/agent/factory/context/ModuleFactoryContext.java

@@ -2,11 +2,13 @@ package work.slhaf.partner.api.agent.factory.context;
 
 import lombok.Data;
 import work.slhaf.partner.api.agent.factory.module.pojo.MetaModule;
+import work.slhaf.partner.api.agent.factory.module.pojo.MetaSubModule;
 
 import java.util.ArrayList;
 import java.util.List;
 
 @Data
 public class ModuleFactoryContext {
-    private List<MetaModule> moduleList = new ArrayList<>();
+    private List<MetaModule> agentModuleList = new ArrayList<>();
+    private List<MetaSubModule> agentSubModuleList = new ArrayList<>();
 }

Partner-Api/src/main/java/work/slhaf/partner/api/agent/factory/module/ModuleCheckFactory.java

@@ -6,8 +6,8 @@ import work.slhaf.partner.api.agent.factory.AgentBaseFactory;
 import work.slhaf.partner.api.agent.factory.context.AgentRegisterContext;
 import work.slhaf.partner.api.agent.factory.module.annotation.AfterExecute;
 import work.slhaf.partner.api.agent.factory.module.annotation.AgentModule;
+import work.slhaf.partner.api.agent.factory.module.annotation.AgentSubModule;
 import work.slhaf.partner.api.agent.factory.module.annotation.BeforeExecute;
-import work.slhaf.partner.api.agent.factory.module.annotation.Init;
 import work.slhaf.partner.api.agent.factory.module.exception.ModuleCheckException;
 import work.slhaf.partner.api.agent.runtime.config.AgentConfigManager;
 import work.slhaf.partner.api.agent.runtime.interaction.flow.abstracts.ActivateModel;
@@ -19,6 +19,32 @@ import java.util.HashSet;
 import java.util.Set;
 import java.util.stream.Collectors;
 
+import static work.slhaf.partner.api.agent.util.AgentUtil.getMethodAnnotationTypeSet;
+
+/**
+ * <h2>Agent启动流程 1</h2>
+ *
+ * <p>
+ * 检查模块部分抽象类与注解、接口的使用方式
+ * </p>
+ *
+ * <ol>
+ *     <li>
+ *         <p>{@link ModuleCheckFactory#annotationAbstractCheck(Set, Class)}</p>
+ *         所有添加了 {@link AgentModule} 注解的类都将作为Agent的执行模块，为规范模块入口，都必须实现抽象类: {@link AgentRunningModule}; {@link AgentSubModule} 注解所在类则必须实现 {@link AgentRunningSubModule}
+ *     </li>
+ *     <li>
+ *         <p>{@link ModuleCheckFactory#moduleConstructorsCheck(Set)}</p>
+ *         所有 {@link AgentModule} 与 {@link AgentSubModule} 注解所在类都必须具备空参构造方法，初始化逻辑可放在 @Init 注解所处方法中，将在 Capability 与 subModules 注入后才会执行
+ *     </li>
+ *     <li>
+ *         <p>{@link ModuleCheckFactory#activateModelImplCheck()}</p>
+ *         检查实现了 {@link ActivateModel} 的模块数量、名称与prompt是否一致
+ *     </li>
+ * </ol>
+ *
+ * <p>下一步流程请参阅{@link ModuleRegisterFactory}</p>
+ */
 public class ModuleCheckFactory extends AgentBaseFactory {
 
     private Reflections reflections;
@@ -30,15 +56,43 @@ public class ModuleCheckFactory extends AgentBaseFactory {
 
     @Override
     protected void run() {
-        Set<Class<?>> types = reflections.getTypesAnnotatedWith(AgentModule.class);
+        AnnotatedModules annotatedModules = getAnnotatedModules();
-        //检查注解AgentModule所在类是否继承了AgentInteractionModule
+        ExtendedModules extendedModules = getExtendedModules();
-        agentModuleAnnotationCheck(types);
+        checkIfClassCorresponds(annotatedModules, extendedModules);
+        //检查注解AgentModule或AgentSubModule所在类是否继承了对应的抽象类
+        annotationAbstractCheck(annotatedModules.moduleTypes(), AgentRunningModule.class);
+        annotationAbstractCheck(annotatedModules.subModuleTypes(), AgentRunningSubModule.class);
         //检查AgentModule是否具备无参构造方法
-        moduleConstructorsCheck(types);
+        moduleConstructorsCheck(annotatedModules.moduleTypes());
-        //检查hook注解所在方法是否位于AgentInteractionModule子类/AgentInteractionSubModule子类/ActivateModel子类
+        moduleConstructorsCheck(annotatedModules.subModuleTypes());
-        hookLocationCheck();
         //检查实现了ActivateModel的模块数量、名称与prompt是否一致
         activateModelImplCheck();
+        //检查hook注解所在位置是否正确
+        hookLocationCheck();
+    }
+
+    private ExtendedModules getExtendedModules() {
+        Set<Class<?>> moduleTypes = reflections.getSubTypesOf(AgentRunningModule.class)
+                .stream()
+                .filter(ClassUtil::isNormalClass)
+                .collect(Collectors.toSet());
+        Set<Class<?>> subModuleTypes = reflections.getSubTypesOf(AgentRunningSubModule.class)
+                .stream()
+                .filter(ClassUtil::isNormalClass)
+                .collect(Collectors.toSet());
+        return new ExtendedModules(moduleTypes, subModuleTypes);
+    }
+
+    private AnnotatedModules getAnnotatedModules() {
+        Set<Class<?>> moduleTypes = reflections.getTypesAnnotatedWith(AgentModule.class)
+                .stream()
+                .filter(ClassUtil::isNormalClass)
+                .collect(Collectors.toSet());
+        Set<Class<?>> subModuleTypes = reflections.getTypesAnnotatedWith(AgentSubModule.class)
+                .stream()
+                .filter(ClassUtil::isNormalClass)
+                .collect(Collectors.toSet());
+        return new AnnotatedModules(moduleTypes, subModuleTypes);
     }
 
     private void moduleConstructorsCheck(Set<Class<?>> types) {
@@ -76,24 +130,10 @@ public class ModuleCheckFactory extends AgentBaseFactory {
         preHookLocationCheck();
         //检查@Init注解
         initHookLocationCheck();
-        //检查@AgentModule注解是否只位于普通类上
-        agentModuleLocationCheck();
-    }
-
-    private void agentModuleLocationCheck() {
-        Set<Class<?>> types = reflections.getTypesAnnotatedWith(AgentModule.class);
-        for (Class<?> type : types) {
-            if (!ClassUtil.isNormalClass(type)) {
-                throw new ModuleCheckException("AgentModule 注解仅能位于普通类上! 异常类信息: " + type.getSimpleName());
-            }
-        }
     }
 
     private void initHookLocationCheck() {
-        Set<Method> methods = reflections.getMethodsAnnotatedWith(Init.class);
+        Set<Class<?>> types = getMethodAnnotationTypeSet(AgentModule.class, reflections);
-        Set<Class<?>> types = methods.stream()
-                .map(Method::getDeclaringClass)
-                .collect(Collectors.toSet());
         checkLocation(types);
     }
 
@@ -129,15 +169,59 @@ public class ModuleCheckFactory extends AgentBaseFactory {
         }
     }
 
-    private void agentModuleAnnotationCheck(Set<Class<?>> types) {
+    private void annotationAbstractCheck(Set<Class<?>> types, Class<?> clazz) {
         for (Class<?> type : types) {
             if (type.isAnnotation()) {
                 continue;
             }
-            if (AgentRunningModule.class.isAssignableFrom(type) && ClassUtil.isNormalClass(type)) {
+            if (clazz.isAssignableFrom(type) && ClassUtil.isNormalClass(type)) {
                 continue;
             }
             throw new ModuleCheckException("存在未继承AgentInteractionModule.class的AgentModule实现: " + type.getSimpleName());
         }
     }
+
+    private void checkIfClassCorresponds(AnnotatedModules annotatedModules, ExtendedModules extendedModules) {
+        // 检查是否有被@AgentModule注解但没有继承AgentRunningModule的类
+        checkSets(annotatedModules.moduleTypes(), extendedModules.moduleTypes(), 
+                 "存在被@AgentModule注解但未继承AgentRunningModule的类");
+        
+        // 检查是否有继承AgentRunningModule但没有被@AgentModule注解的类
+        checkSets(extendedModules.moduleTypes(), annotatedModules.moduleTypes(),
+                 "存在继承AgentRunningModule但未被@AgentModule注解的类");
+        
+        // 检查是否有被@AgentSubModule注解但没有继承AgentRunningSubModule的类
+        checkSets(annotatedModules.subModuleTypes(), extendedModules.subModuleTypes(),
+                 "存在被@AgentSubModule注解但未继承AgentRunningSubModule的类");
+        
+        // 检查是否有继承AgentRunningSubModule但没有被@AgentSubModule注解的类
+        checkSets(extendedModules.subModuleTypes(), annotatedModules.subModuleTypes(),
+                 "存在继承AgentRunningSubModule但未被@AgentSubModule注解的类");
+    }
+    
+    /**
+     * 检查源集合中是否有不在目标集合中的元素
+     * @param source 源集合
+     * @param target 目标集合
+     * @param errorMessage 错误信息前缀
+     */
+    private void checkSets(Set<Class<?>> source, Set<Class<?>> target, String errorMessage) {
+        // 只有在需要时才创建HashSet以节省内存
+        if (!target.containsAll(source)) {
+            // 使用流式处理找出差异部分，避免创建完整的中间集合
+            String classNames = source.stream()
+                    .filter(clazz -> !target.contains(clazz))
+                    .map(Class::getSimpleName)
+                    .limit(10) // 限制显示数量，避免信息泄露
+                    .collect(Collectors.joining(", ", "[", "]"));
+            
+            throw new ModuleCheckException(errorMessage + ": " + classNames);
+        }
+    }
+
+    private record AnnotatedModules(Set<Class<?>> moduleTypes, Set<Class<?>> subModuleTypes) {
+    }
+
+    private record ExtendedModules(Set<Class<?>> moduleTypes, Set<Class<?>> subModuleTypes) {
+    }
 }

Partner-Api/src/main/java/work/slhaf/partner/api/agent/factory/module/ModuleInitHookExecuteFactory.java

@@ -1,13 +1,19 @@
 package work.slhaf.partner.api.agent.factory.module;
 
 import work.slhaf.partner.api.agent.factory.AgentBaseFactory;
+import work.slhaf.partner.api.agent.factory.AgentRegisterFactory;
 import work.slhaf.partner.api.agent.factory.context.AgentRegisterContext;
 import work.slhaf.partner.api.agent.factory.context.ModuleFactoryContext;
 import work.slhaf.partner.api.agent.factory.module.annotation.Init;
 import work.slhaf.partner.api.agent.factory.module.exception.ModuleInitHookExecuteFailedException;
+import work.slhaf.partner.api.agent.factory.module.pojo.BaseMetaModule;
 import work.slhaf.partner.api.agent.factory.module.pojo.MetaMethod;
 import work.slhaf.partner.api.agent.factory.module.pojo.MetaModule;
+import work.slhaf.partner.api.agent.factory.module.pojo.MetaSubModule;
 import work.slhaf.partner.api.agent.runtime.interaction.flow.abstracts.AgentRunningModule;
+import work.slhaf.partner.api.agent.runtime.interaction.flow.abstracts.AgentRunningSubModule;
+import work.slhaf.partner.api.agent.runtime.interaction.flow.abstracts.Module;
+import work.slhaf.partner.api.agent.util.AgentUtil;
 
 import java.lang.reflect.InvocationTargetException;
 import java.util.Arrays;
@@ -20,39 +26,61 @@ import static work.slhaf.partner.api.agent.util.AgentUtil.collectExtendedClasses
 import static work.slhaf.partner.api.agent.util.AgentUtil.methodSignature;
 
 /**
- * 负责执行前hook逻辑
+ * <h2>Agent启动流程 7</h2>
+ *
+ * <p>负责执行初始化hook逻辑，即 {@link Init} 注解所在方法</p>
+ *
+ * <ol>
+ *     <li>
+ *         <p>{@link ModuleInitHookExecuteFactory#collectInitHookMethods(Class, Class)}</p>
+ *         分别遍历前置模块拿到的模块列表({@link ModuleInitHookExecuteFactory#moduleList}, {@link ModuleInitHookExecuteFactory#subModuleList})，通过 {@link AgentUtil#collectExtendedClasses(Class, Class)} 收集到当前模块类的继承链上的所有类后，收集其所有带有 {@link Init} 注解的方法
+ *     </li>
+ *     <li>
+ *         <p>{@link ModuleInitHookExecuteFactory#proceedInitMethods(BaseMetaModule, List)}</p>
+ *         收集好初始化方法后，将通过反射执行该方法，所用实例即为前置模块中收集到的执行模块与子模块的 {@link MetaModule} 与 {@link MetaSubModule} 内容
+ *     </li>
+ * </ol>
+ *
+ * <p>Agent启动流程到此进行完毕。整个工厂执行链中均为针对 {@link AgentRegisterContext} 进行的操作，在 {@link AgentRegisterFactory} 中，将进行最终处理以及将必要内容进行传递。</p>
  */
 public class ModuleInitHookExecuteFactory extends AgentBaseFactory {
 
     private List<MetaModule> moduleList;
+    private List<MetaSubModule> subModuleList;
 
     @Override
     protected void setVariables(AgentRegisterContext context) {
         ModuleFactoryContext factoryContext = context.getModuleFactoryContext();
-        moduleList = factoryContext.getModuleList();
+        moduleList = factoryContext.getAgentModuleList();
+        subModuleList = factoryContext.getAgentSubModuleList();
     }
 
     @Override
-    protected void run() throws NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException {
+    protected void run() {
         //遍历模块列表，并向上查找@Init注解
+        for (MetaSubModule metaSubModule : subModuleList) {
+            List<MetaMethod> initHookMethods = collectInitHookMethods(metaSubModule.getClazz(),AgentRunningModule.class);
+            proceedInitMethods(metaSubModule, initHookMethods);
+        }
+
         for (MetaModule metaModule : moduleList) {
-            List<MetaMethod> initHookMethods = collectInitHookMethods(metaModule.getClazz());
+            List<MetaMethod> initHookMethods = collectInitHookMethods(metaModule.getClazz(), AgentRunningSubModule.class);
             proceedInitMethods(metaModule, initHookMethods);
         }
     }
 
-    private void proceedInitMethods(MetaModule metaModule, List<MetaMethod> initHookMethods) {
+    private void proceedInitMethods(BaseMetaModule metaModule, List<MetaMethod> initHookMethods) {
         for (MetaMethod metaMethod : initHookMethods) {
             try {
                 metaMethod.getMethod().invoke(metaModule.getInstance());
             } catch (IllegalAccessException | InvocationTargetException e) {
-                throw new ModuleInitHookExecuteFailedException("模块的init hook方法执行失败! 模块: " + metaModule.getName() + " 方法签名: " + methodSignature(metaMethod.getMethod()), e);
+                throw new ModuleInitHookExecuteFailedException("模块的init hook方法执行失败! 模块: " + metaModule.getClazz().getSimpleName() + " 方法签名: " + methodSignature(metaMethod.getMethod()), e);
             }
         }
     }
 
-    private List<MetaMethod> collectInitHookMethods(Class<?> clazz) {
+    private List<MetaMethod> collectInitHookMethods(Class<?> clazz, Class<? extends Module> target) {
-        Set<Class<?>> classes = collectExtendedClasses(clazz, AgentRunningModule.class);
+        Set<Class<?>> classes = collectExtendedClasses(clazz, target);
         return classes.stream()
                 .map(Class::getDeclaredMethods)
                 .flatMap(Arrays::stream)

Partner-Api/src/main/java/work/slhaf/partner/api/agent/factory/module/ModuleProxyFactory.java

@@ -1,21 +1,29 @@
 package work.slhaf.partner.api.agent.factory.module;
 
+import lombok.Getter;
 import net.bytebuddy.ByteBuddy;
 import net.bytebuddy.implementation.MethodDelegation;
 import net.bytebuddy.implementation.bind.annotation.*;
 import net.bytebuddy.matcher.ElementMatchers;
 import work.slhaf.partner.api.agent.factory.AgentBaseFactory;
+import work.slhaf.partner.api.agent.factory.capability.CapabilityCheckFactory;
 import work.slhaf.partner.api.agent.factory.context.AgentRegisterContext;
+import work.slhaf.partner.api.agent.factory.context.CapabilityFactoryContext;
 import work.slhaf.partner.api.agent.factory.context.ModuleFactoryContext;
 import work.slhaf.partner.api.agent.factory.module.annotation.AfterExecute;
 import work.slhaf.partner.api.agent.factory.module.annotation.BeforeExecute;
+import work.slhaf.partner.api.agent.factory.module.annotation.InjectModule;
 import work.slhaf.partner.api.agent.factory.module.exception.ModuleInstanceGenerateFailedException;
 import work.slhaf.partner.api.agent.factory.module.exception.ModuleProxyGenerateFailedException;
+import work.slhaf.partner.api.agent.factory.module.exception.ProxiedModuleRunningException;
+import work.slhaf.partner.api.agent.factory.module.pojo.BaseMetaModule;
 import work.slhaf.partner.api.agent.factory.module.pojo.MetaMethod;
 import work.slhaf.partner.api.agent.factory.module.pojo.MetaModule;
+import work.slhaf.partner.api.agent.factory.module.pojo.MetaSubModule;
 import work.slhaf.partner.api.agent.runtime.interaction.flow.abstracts.AgentRunningModule;
+import work.slhaf.partner.api.agent.runtime.interaction.flow.abstracts.AgentRunningSubModule;
+import work.slhaf.partner.api.agent.runtime.interaction.flow.abstracts.Module;
 
-import java.lang.reflect.InvocationTargetException;
 import java.lang.reflect.Method;
 import java.util.*;
 import java.util.concurrent.Callable;
@@ -24,50 +32,124 @@ import java.util.stream.Collectors;
 import static work.slhaf.partner.api.agent.util.AgentUtil.collectExtendedClasses;
 
 /**
- * 通过扫描注解<code>@BeforeExecute</code>，获取到各个模块的后hook逻辑并通过动态代理添加到执行逻辑之后
+ * <h2>Agent启动流程 3</h2>
+ *
+ * <p>
+ * 扫描前置模块各个hook注解生成代理对象，放入对应的list中并按照类型为键放入 {@link ModuleProxyFactory#capabilityHolderInstances} 中供后续完成能力(capability)注入
+ * <p/>
+ *
+ * <ol>
+ *
+ *     <li>
+ *         <p>{@link ModuleProxyFactory#createProxiedInstances()}</p>
+ *         根据moduleList中的类型信息，向上查找继承链获取所有hook方法收集为{@link MethodsListRecord}，然后通过ByteBuddy根据收集到的preHook与postHook生成代理对象，放入对应的 {@link MetaModule} 对象以及 instanceMap 中
+ *     </li>
+ *     <li>
+ *         <p>{@link ModuleProxyFactory#injectSubModule()}</p>
+ *         通过反射将子模块实例注入到执行模块中带有注解 {@link InjectModule} 的字段
+ *     </li>
+ * </ol>
+ *
+ * <p>下一步流程请参阅{@link CapabilityCheckFactory}</p>
  */
 public class ModuleProxyFactory extends AgentBaseFactory {
 
     private List<MetaModule> moduleList;
+    private List<MetaSubModule> subModuleList;
+    private HashMap<Class<?>, Object> capabilityHolderInstances;
+    private final HashMap<Class<?>, Object> subModuleInstances = new HashMap<>();
+    private final HashMap<Class<?>, Object> moduleInstances = new HashMap<>();
 
     @Override
     protected void setVariables(AgentRegisterContext context) {
         ModuleFactoryContext factoryContext = context.getModuleFactoryContext();
-        moduleList = factoryContext.getModuleList();
+        CapabilityFactoryContext capabilityFactoryContext = context.getCapabilityFactoryContext();
+        moduleList = factoryContext.getAgentModuleList();
+        subModuleList = factoryContext.getAgentSubModuleList();
+        capabilityHolderInstances = capabilityFactoryContext.getCapabilityHolderInstances();
     }
 
     @Override
-    protected void run() throws NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException {
+    protected void run() {
-        generateInstances();
+        createProxiedInstances();
-        setHookProxy();
+        injectSubModule();
     }
 
-    private void setHookProxy() {
+    private void injectSubModule() {
         for (MetaModule module : moduleList) {
+            //因为实际上ByteBuddy生成的是module.getClazz()的子类，所以应当使用getDeclaredFields()获取字段
+            Arrays.stream(module.getClazz().getDeclaredFields())
+                    .filter(field -> field.isAnnotationPresent(InjectModule.class))
+                    .forEach(field -> {
+                        try {
+                            field.setAccessible(true);
+                            field.set(
+                                    moduleInstances.get(module.getClazz()),
+                                    subModuleInstances.get(field.getType())
+                            );
+                        } catch (IllegalAccessException e) {
+                            throw new ModuleInstanceGenerateFailedException("模块实例注入失败", e);
+                        }
+                    });
+        }
+
+    }
+
+    private void createProxiedInstances() {
+        generateModuleProxy(moduleList, AgentRunningModule.class);
+        generateModuleProxy(subModuleList, AgentRunningSubModule.class);
+        updateInstanceMap(moduleInstances, moduleList);
+        updateInstanceMap(subModuleInstances, subModuleList);
+        updateCapabilityHolderInstances();
+    }
+
+    private void updateCapabilityHolderInstances() {
+        capabilityHolderInstances.putAll(moduleInstances);
+        capabilityHolderInstances.putAll(subModuleInstances);
+    }
+
+    private void updateInstanceMap(HashMap<Class<?>, Object> instanceMap, List<? extends BaseMetaModule> list) {
+        for (BaseMetaModule baseMetaModule : list) {
+            instanceMap.put(baseMetaModule.getClazz(), baseMetaModule.getInstance());
+        }
+    }
+
+
+    private void generateModuleProxy(List<? extends BaseMetaModule> list, Class<? extends Module> overrideSource) {
+        for (BaseMetaModule module : list) {
             Class<?> clazz = module.getClazz();
             try {
                 MethodsListRecord record = collectHookMethods(clazz);
                 //生成实例
-                generateProxiedInstances(record, module);
+                generateProxiedInstances(record, module, overrideSource);
             } catch (Exception e) {
                 throw new ModuleProxyGenerateFailedException("创建代理对象失败: " + clazz.getSimpleName(), e);
             }
         }
     }
 
-    private void generateProxiedInstances(MethodsListRecord record, MetaModule metaModule) {
+    private void generateProxiedInstances(MethodsListRecord record, BaseMetaModule module, Class<? extends Module> overrideSource) {
         try {
-            Class<? extends AgentRunningModule> clazz = metaModule.getClazz();
+            Class<? extends Module> clazz = module.getClazz();
-            Class<? extends AgentRunningModule> proxyClass = new ByteBuddy()
+            Class<? extends Module> proxyClass = new ByteBuddy()
                     .subclass(clazz)
-                    .method(ElementMatchers.isOverriddenFrom(AgentRunningModule.class))
+                    .method(ElementMatchers.isOverriddenFrom(overrideSource))
                     .intercept(MethodDelegation.to(new ModuleProxyInterceptor(record.post, record.pre)))
                     .make()
                     .load(ModuleProxyFactory.class.getClassLoader())
                     .getLoaded();
-            metaModule.setInstance(proxyClass.getConstructor().newInstance());
+
+//            new ByteBuddy()
+//                    .subclass(clazz)
+//                    .method(ElementMatchers.isOverriddenFrom(overrideSource))
+//                    .intercept(MethodDelegation.to(new ModuleProxyInterceptor(record.post, record.pre)))
+//
+//                    .make()
+//                    .saveIn(new File("./generated-classes"));
+
+            module.setInstance(proxyClass.getConstructor().newInstance());
         } catch (Exception e) {
-            throw new ModuleProxyGenerateFailedException("模块Hook代理生成失败! 代理失败的模块名: " + metaModule.getClazz().getSimpleName(), e);
+            throw new ModuleProxyGenerateFailedException("模块Hook代理生成失败! 代理失败的模块名: " + module.getClazz().getSimpleName(), e);
         }
     }
 
@@ -76,8 +158,8 @@ public class ModuleProxyFactory extends AgentBaseFactory {
         List<MetaMethod> pre = new ArrayList<>();
         //获取该类本身的hook逻辑
         collectHookMethods(post, pre, clazz);
-        //获取它所继承、实现的抽象类或接口, 以AgentInteractionModule、ActiveModel为终点
+        //获取它所继承、实现的抽象类或接口, 以Module为终点，收集继承链上所有父类和接口
-        Set<Class<?>> classes = collectExtendedClasses(clazz, AgentRunningModule.class);
+        Set<Class<?>> classes = collectExtendedClasses(clazz, Module.class);
         //获取这些类中的hook逻辑
         collectHookMethods(post, pre, classes);
         return new MethodsListRecord(post, pre);
@@ -118,7 +200,7 @@ public class ModuleProxyFactory extends AgentBaseFactory {
 
 
     private void collectHookMethods(List<MetaMethod> post, List<MetaMethod> pre, Class<?> clazz) {
-        Method[] methods = clazz.getMethods();
+        Method[] methods = clazz.getDeclaredMethods();
         for (Method method : methods) {
             if (method.isAnnotationPresent(BeforeExecute.class)) {
                 MetaMethod metaMethod = new MetaMethod();
@@ -134,30 +216,38 @@ public class ModuleProxyFactory extends AgentBaseFactory {
         }
     }
 
-    private void generateInstances() {
+    @Getter
-        for (MetaModule metaModule : moduleList) {
+    @SuppressWarnings("ClassCanBeRecord")
+    public static class ModuleProxyInterceptor {
+
+        private final List<MetaMethod> postHookMethods;
+        private final List<MetaMethod> preHookMethods;
+
+        public ModuleProxyInterceptor(List<MetaMethod> postHookMethods, List<MetaMethod> preHookMethods) {
+            this.postHookMethods = postHookMethods;
+            this.preHookMethods = preHookMethods;
+        }
+
+        @RuntimeType
+        public Object intercept(@Origin Method method, @AllArguments Object[] allArguments, @SuperCall Callable<?> zuper, @This Object proxy) throws Exception {
+            executeHookMethods(preHookMethods, proxy);
+            Object res = zuper.call();
+            executeHookMethods(postHookMethods, proxy);
+            return res;
+        }
+
+        private void executeHookMethods(List<MetaMethod> hookMethods, Object proxy) {
+            for (MetaMethod metaMethod : hookMethods) {
+                Method m = metaMethod.getMethod();
                 try {
-                Class<? extends AgentRunningModule> clazz = metaModule.getClazz();
+                    m.setAccessible(true);
-                AgentRunningModule instance = clazz.getConstructor().newInstance();
+                    m.invoke(proxy);
-                metaModule.setInstance(instance);
                 } catch (Exception e) {
-                throw new ModuleInstanceGenerateFailedException("模块实例构造失败:" + e.getMessage());
+                    throw new ProxiedModuleRunningException("hook方法执行异常: " + m.getDeclaringClass() + "#" + m.getName(), e);
                 }
             }
         }
 
-    private record ModuleProxyInterceptor(List<MetaMethod> postHookMethods, List<MetaMethod> preHookMethods) {
-        @RuntimeType
-        public Object intercept(@Origin Method method, @AllArguments Object[] allArguments, @SuperCall Callable<?> zuper, @This Object proxy) throws Exception {
-            for (MetaMethod metaMethod : preHookMethods) {
-                metaMethod.getMethod().invoke(proxy);
-            }
-            Object res = zuper.call();
-            for (MetaMethod metaMethod : postHookMethods) {
-                metaMethod.getMethod().invoke(proxy);
-            }
-            return res;
-        }
     }
 
     record MethodsListRecord(List<MetaMethod> post, List<MetaMethod> pre) {

Partner-Api/src/main/java/work/slhaf/partner/api/agent/factory/module/ModuleRegisterFactory.java

@@ -6,31 +6,71 @@ import work.slhaf.partner.api.agent.factory.AgentBaseFactory;
 import work.slhaf.partner.api.agent.factory.context.AgentRegisterContext;
 import work.slhaf.partner.api.agent.factory.context.ModuleFactoryContext;
 import work.slhaf.partner.api.agent.factory.module.annotation.AgentModule;
+import work.slhaf.partner.api.agent.factory.module.annotation.AgentSubModule;
+import work.slhaf.partner.api.agent.factory.module.annotation.CoreModule;
 import work.slhaf.partner.api.agent.factory.module.pojo.MetaModule;
+import work.slhaf.partner.api.agent.factory.module.pojo.MetaSubModule;
 import work.slhaf.partner.api.agent.runtime.interaction.flow.abstracts.AgentRunningModule;
+import work.slhaf.partner.api.agent.runtime.interaction.flow.abstracts.AgentRunningSubModule;
 
 import java.util.Comparator;
 import java.util.List;
 import java.util.Set;
 
 /**
- * 负责扫描<code>@Module</code>注解获取模块实例
+ * <h2>Agent启动流程 2</h2>
+ *
+ * <p>
+ * 负责收集 {@link AgentModule} 与 {@link AgentSubModule} 注解所在类的信息，供后续工厂完成动态代理、模块与能力注入
+ * <p/>
+ *
+ * <ol>
+ *     <li>
+ *         <p>{@link ModuleRegisterFactory#setModuleList()}</p>
+ *         扫描 {@link AgentModule} 注解，获取执行模块信息: 类型、模块名称({@link AgentModule#name()})，执行顺序。并按照注解的 {@link AgentModule#order()} 字段进行排序
+ *     </li>
+ *     <li>
+ *         <p>{@link ModuleRegisterFactory#setSubModuleList()}</p>
+ *         扫描 {@link AgentSubModule} 注册，获取子模块类型信息
+ *     </li>
+ *     <li>
+ *         两种模块都将存入各自的list中，供后续模块完成注册与注入
+ *     </li>
+ * </ol>
+ *
+ * <p>下一步流程请参阅{@link ModuleProxyFactory}</p>
  */
 public class ModuleRegisterFactory extends AgentBaseFactory {
 
     private Reflections reflections;
     private List<MetaModule> moduleList;
+    private List<MetaSubModule> subModuleList;
 
     @Override
     protected void setVariables(AgentRegisterContext context) {
         ModuleFactoryContext factoryContext = context.getModuleFactoryContext();
         reflections = context.getReflections();
-        moduleList = factoryContext.getModuleList();
+        moduleList = factoryContext.getAgentModuleList();
+        subModuleList = factoryContext.getAgentSubModuleList();
     }
 
     @Override
     protected void run() {
         setModuleList();
+        setSubModuleList();
+    }
+
+    private void setSubModuleList() {
+        Set<Class<?>> subModules = reflections.getTypesAnnotatedWith(AgentSubModule.class);
+        for (Class<?> subModule : subModules) {
+            if (!ClassUtil.isNormalClass(subModule)) {
+                continue;
+            }
+            Class<? extends AgentRunningSubModule> clazz = subModule.asSubclass(AgentRunningSubModule.class);
+            MetaSubModule metaSubModule = new MetaSubModule();
+            metaSubModule.setClazz(clazz);
+            subModuleList.add(metaSubModule);
+        }
     }
 
     private void setModuleList() {
@@ -41,13 +81,24 @@ public class ModuleRegisterFactory extends AgentBaseFactory {
                 continue;
             }
             Class<? extends AgentRunningModule> clazz = module.asSubclass(AgentRunningModule.class);
-            AgentModule agentModule = clazz.getAnnotation(AgentModule.class);
+            MetaModule metaModule = getMetaModule(clazz);
-            MetaModule metaModule = new MetaModule();
-            metaModule.setName(agentModule.name());
-            metaModule.setOrder(agentModule.order());
-            metaModule.setClazz(clazz);
             moduleList.add(metaModule);
         }
         moduleList.sort(Comparator.comparing(MetaModule::getOrder));
     }
+
+    private static MetaModule getMetaModule(Class<? extends AgentRunningModule> clazz) {
+        MetaModule metaModule = new MetaModule();
+        AgentModule agentModule;
+        if (clazz.isAnnotationPresent(CoreModule.class)){
+            agentModule = CoreModule.class.getAnnotation(AgentModule.class);
+        }else{
+            agentModule = clazz.getAnnotation(AgentModule.class);
+        }
+        metaModule.setName(agentModule.name());
+        metaModule.setOrder(agentModule.order());
+        metaModule.setClazz(clazz);
+        return metaModule;
+    }
+
 }

Partner-Api/src/main/java/work/slhaf/partner/api/agent/factory/module/annotation/AgentModule.java

@@ -1,14 +1,17 @@
 package work.slhaf.partner.api.agent.factory.module.annotation;
 
 
+import work.slhaf.partner.api.agent.factory.capability.annotation.CapabilityHolder;
+
 import java.lang.annotation.*;
 
 /**
  * 用于注解执行模块
  */
-@Inherited
 @Target(ElementType.TYPE)
 @Retention(RetentionPolicy.RUNTIME)
+@CapabilityHolder
+@Inherited
 public @interface AgentModule {
 
     /**

Partner-Api/src/main/java/work/slhaf/partner/api/agent/factory/module/annotation/AgentSubModule.java

@@ -0,0 +1,14 @@
+package work.slhaf.partner.api.agent.factory.module.annotation;
+
+import work.slhaf.partner.api.agent.factory.capability.annotation.CapabilityHolder;
+
+import java.lang.annotation.ElementType;
+import java.lang.annotation.Retention;
+import java.lang.annotation.RetentionPolicy;
+import java.lang.annotation.Target;
+
+@Target(ElementType.TYPE)
+@Retention(RetentionPolicy.RUNTIME)
+@CapabilityHolder
+public @interface AgentSubModule {
+}

Partner-Api/src/main/java/work/slhaf/partner/api/agent/factory/module/annotation/CoreModule.java

@@ -1,5 +1,9 @@
 package work.slhaf.partner.api.agent.factory.module.annotation;
 
+import java.lang.annotation.Retention;
+import java.lang.annotation.RetentionPolicy;
+
+@Retention(RetentionPolicy.RUNTIME)
 @AgentModule(name = "core",order = 5)
 public @interface CoreModule {
 }

Partner-Api/src/main/java/work/slhaf/partner/api/agent/factory/module/annotation/InjectModule.java

@@ -0,0 +1,11 @@
+package work.slhaf.partner.api.agent.factory.module.annotation;
+
+import java.lang.annotation.ElementType;
+import java.lang.annotation.Retention;
+import java.lang.annotation.RetentionPolicy;
+import java.lang.annotation.Target;
+
+@Target(ElementType.FIELD)
+@Retention(RetentionPolicy.RUNTIME)
+public @interface InjectModule {
+}

Partner-Api/src/main/java/work/slhaf/partner/api/agent/factory/module/exception/ProxiedModuleRunningException.java

@@ -0,0 +1,13 @@
+package work.slhaf.partner.api.agent.factory.module.exception;
+
+import work.slhaf.partner.api.agent.runtime.exception.AgentRuntimeException;
+
+public class ProxiedModuleRunningException extends AgentRuntimeException {
+    public ProxiedModuleRunningException(String message) {
+        super(message);
+    }
+
+    public ProxiedModuleRunningException(String message, Throwable cause) {
+        super(message, cause);
+    }
+}

Partner-Api/src/main/java/work/slhaf/partner/api/agent/factory/module/pojo/BaseMetaModule.java

@@ -0,0 +1,10 @@
+package work.slhaf.partner.api.agent.factory.module.pojo;
+
+import lombok.Data;
+import work.slhaf.partner.api.agent.runtime.interaction.flow.abstracts.Module;
+
+@Data
+public abstract class BaseMetaModule <C extends Module> {
+    private Class<? extends C> clazz;
+    private C instance;
+}

Partner-Api/src/main/java/work/slhaf/partner/api/agent/factory/module/pojo/MetaModule.java

@@ -1,13 +1,13 @@
 package work.slhaf.partner.api.agent.factory.module.pojo;
 
 import lombok.Data;
+import lombok.EqualsAndHashCode;
 import work.slhaf.partner.api.agent.runtime.interaction.flow.abstracts.AgentRunningModule;
 
+@EqualsAndHashCode(callSuper = true)
 @Data
-public class MetaModule {
+public class MetaModule extends BaseMetaModule<AgentRunningModule>{
     private String name;
     private int order;
-    private Class<? extends AgentRunningModule> clazz;
-    private AgentRunningModule instance;
     private boolean enabled = true;
 }

Partner-Api/src/main/java/work/slhaf/partner/api/agent/factory/module/pojo/MetaSubModule.java

@@ -0,0 +1,10 @@
+package work.slhaf.partner.api.agent.factory.module.pojo;
+
+import lombok.Data;
+import lombok.EqualsAndHashCode;
+import work.slhaf.partner.api.agent.runtime.interaction.flow.abstracts.AgentRunningSubModule;
+
+@EqualsAndHashCode(callSuper = true)
+@Data
+public class MetaSubModule extends BaseMetaModule<AgentRunningSubModule>{
+}

Partner-Api/src/main/java/work/slhaf/partner/api/agent/runtime/config/AgentConfigManager.java

@@ -3,30 +3,27 @@ package work.slhaf.partner.api.agent.runtime.config;
 import lombok.Data;
 import lombok.Setter;
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.partner.api.agent.factory.config.exception.ConfigNotExistException;
 import work.slhaf.partner.api.agent.factory.config.exception.ConfigUpdateFailedException;
 import work.slhaf.partner.api.agent.factory.config.exception.PromptNotExistException;
 import work.slhaf.partner.api.agent.factory.config.pojo.ModelConfig;
 import work.slhaf.partner.api.agent.factory.module.pojo.MetaModule;
 import work.slhaf.partner.api.chat.pojo.Message;
 
-import java.util.HashMap;
+import java.util.*;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Set;
 
 @Slf4j
 @Data
 public abstract class AgentConfigManager {
 
     @Setter
-    public static AgentConfigManager INSTANCE;
+    public static AgentConfigManager INSTANCE = new FileAgentConfigManager();
     private static final String DEFAULT_KEY = "default";
 
     protected HashMap<String, ModelConfig> modelConfigMap;
     protected HashMap<String, List<Message>> modelPromptMap;
     protected HashMap<String, Boolean> moduleEnabledStatus;
-    protected List<MetaModule> moduleList;
+    protected Map<Integer, List<MetaModule>> moduleOrderedMap = new LinkedHashMap<>();
+    protected Map<String, MetaModule> moduleMap = new HashMap<>();
 
     public void load() {
         modelConfigMap = loadModelConfig();
@@ -41,11 +38,24 @@ public abstract class AgentConfigManager {
 
     protected abstract void dumpModuleEnabledStatus();
 
-    protected abstract HashMap<String, Boolean> loadModuleEnabledStatusMap();
+    protected abstract HashMap<String, Boolean> loadModuleEnabledStatusMap(List<MetaModule> moduleList);
 
     public void moduleEnabledStatusFilterAndRecord(List<MetaModule> moduleList) {
-        this.moduleList = moduleList;
+        updateModuleMap(moduleList);
-        this.moduleEnabledStatus = loadModuleEnabledStatusMap();
+        updateModuleEnabledStatus(moduleList);
+    }
+
+    private void updateModuleMap(List<MetaModule> moduleList) {
+        //在ModuleRegisterFactory已进行过排序操作
+        for (MetaModule module : moduleList) {
+            int k = module.getOrder();
+            moduleOrderedMap.computeIfAbsent(k, order -> new ArrayList<>()).add(module);
+            moduleMap.put(module.getName(), module);
+        }
+    }
+
+    private void updateModuleEnabledStatus(List<MetaModule> moduleList) {
+        this.moduleEnabledStatus = loadModuleEnabledStatusMap(moduleList);
 
         boolean unmatch = false;
         for (MetaModule metaModule : moduleList) {
@@ -62,27 +72,6 @@ public abstract class AgentConfigManager {
         }
     }
 
-    /**
-     * 对模型Config与Prompt分别进行检验,除了都必须包含default外，还需要确保数量、key一致，毕竟是模型配置与提示词
-     */
-    public void check() {
-        log.info("[AgentConfigManager]: 执行config与prompt检测...");
-        if (!modelConfigMap.containsKey("default")) {
-            throw new ConfigNotExistException("缺少默认配置! 需确保存在一个模型配置的key为`default`");
-        }
-        if (!modelPromptMap.containsKey("basic")) {
-            throw new PromptNotExistException("缺少基础Prompt! 需要确保存在key为basic的Prompt文件，它将与其他Prompt共同作用于模块节点。");
-        }
-        Set<String> configKeySet = new HashSet<>(modelConfigMap.keySet());
-        configKeySet.remove("default");
-        Set<String> promptKeySet = new HashSet<>(modelPromptMap.keySet());
-        promptKeySet.remove("basic");
-        if (!promptKeySet.containsAll(configKeySet)) {
-            log.warn("存在未被提示词包含的模型配置，该配置将无法生效!");
-        }
-        log.info("[AgentConfigManager]: 检测完毕.");
-    }
-
     public List<Message> loadModelPrompt(String modelKey) {
         if (!modelPromptMap.containsKey(modelKey)) {
             throw new PromptNotExistException("不存在的modelPrompt: " + modelKey);
@@ -108,12 +97,7 @@ public abstract class AgentConfigManager {
         }
         moduleEnabledStatus.put(key, status);
         dumpModuleEnabledStatus();
-        for (MetaModule metaModule : moduleList) {
+        moduleMap.get(key).setEnabled(status);
-            if (metaModule.getName().equals(key)) {
-                metaModule.setEnabled(status);
-                break;
-            }
-        }
     }
 
 }

Partner-Api/src/main/java/work/slhaf/partner/api/agent/runtime/config/FileAgentConfigManager.java

@@ -22,12 +22,12 @@ import java.util.List;
  * 将从当前运行目录的config文件夹下创建并读取配置
  */
 @Slf4j
-public class DefaultAgentConfigManager extends AgentConfigManager {
+public class FileAgentConfigManager extends AgentConfigManager {
 
-    private static final String CONFIG_DIR = "./config/";
+    protected static final String CONFIG_DIR = "./config/";
-    private static final String MODEL_CONFIG_DIR = "./config/model/";
+    protected static final String MODEL_CONFIG_DIR = "./config/model/";
-    private static final String PROMPT_CONFIG_DIR = "./config/prompt/";
+    protected static final String PROMPT_CONFIG_DIR = "./config/prompt/";
-    private static final String MODULE_ENABLED_STATUS_CONFIG_FILE = CONFIG_DIR + "module_enabled_status.json";
+    protected static final String MODULE_ENABLED_STATUS_CONFIG_FILE = CONFIG_DIR + "module_enabled_status.json";
 
 
     @Override
@@ -74,10 +74,10 @@ public class DefaultAgentConfigManager extends AgentConfigManager {
     }
 
     @Override
-    protected HashMap<String, Boolean> loadModuleEnabledStatusMap() {
+    protected HashMap<String, Boolean> loadModuleEnabledStatusMap(List<MetaModule> moduleList) {
         File file = new File(MODULE_ENABLED_STATUS_CONFIG_FILE);
         try {
-            HashMap<String, Boolean> moduleEnabledStatus = new HashMap<>();
+            moduleEnabledStatus = new HashMap<>();
             if (!file.exists()) {
                 file.createNewFile();
                 for (MetaModule module : moduleList) {

Partner-Api/src/main/java/work/slhaf/partner/api/agent/runtime/exception/AgentRunningFailedException.java

@@ -0,0 +1,11 @@
+package work.slhaf.partner.api.agent.runtime.exception;
+
+public class AgentRunningFailedException extends AgentRuntimeException{
+    public AgentRunningFailedException(String message) {
+        super(message);
+    }
+
+    public AgentRunningFailedException(String message, Throwable cause) {
+        super(message, cause);
+    }
+}

Partner-Api/src/main/java/work/slhaf/partner/api/agent/runtime/exception/GlobalExceptionHandler.java

@@ -1,23 +1,36 @@
 package work.slhaf.partner.api.agent.runtime.exception;
 
+import lombok.extern.slf4j.Slf4j;
+
+@Slf4j
 public class GlobalExceptionHandler {
 
     public static GlobalExceptionHandler INSTANCE = new GlobalExceptionHandler();
 
-    private AgentExceptionCallback exceptionCallback = new DefaultAgentExceptionCallback();
+    private AgentExceptionCallback exceptionCallback = new LogAgentExceptionCallback();
 
-    public void handle(Throwable e) {
+    public boolean handle(Throwable e) {
-
+        boolean exit;
-        switch (e.getClass().getSimpleName()) {
+        Throwable cause = e.getCause();
-            case "AgentRuntimeException":
+        switch (cause) {
-                exceptionCallback.onRuntimeException((AgentRuntimeException) e);
+            case AgentRunningFailedException arfe -> {
-                break;
+                exit = true;
-            case "AgentLaunchFailedException":
+                exceptionCallback.onRuntimeException((AgentRuntimeException) cause);
-                exceptionCallback.onFailedException((AgentLaunchFailedException) e);
-                break;
-            default:
-                throw new RuntimeException("未经处理的异常!", e);
             }
+            case AgentRuntimeException are -> {
+                exit = false;
+                exceptionCallback.onRuntimeException((AgentRuntimeException) cause);
+            }
+            case AgentLaunchFailedException alfe -> {
+                exit = true;
+                exceptionCallback.onFailedException((AgentLaunchFailedException) cause);
+            }
+            default -> {
+                exit = true;
+                log.error("意外异常: ", cause);
+            }
+        }
+        return exit;
     }
 
     public static void setExceptionCallback(AgentExceptionCallback callback) {

Partner-Api/src/main/java/work/slhaf/partner/api/agent/runtime/exception/LogAgentExceptionCallback.java

@@ -3,7 +3,7 @@ package work.slhaf.partner.api.agent.runtime.exception;
 import lombok.extern.slf4j.Slf4j;
 
 @Slf4j
-public class DefaultAgentExceptionCallback implements AgentExceptionCallback {
+public class LogAgentExceptionCallback implements AgentExceptionCallback {
 
     @Override
     public void onRuntimeException(AgentRuntimeException e) {

Partner-Api/src/main/java/work/slhaf/partner/api/agent/runtime/interaction/AgentGateway.java

@@ -4,9 +4,23 @@ import work.slhaf.partner.api.agent.runtime.interaction.data.AgentInputData;
 import work.slhaf.partner.api.agent.runtime.interaction.data.AgentOutputData;
 import work.slhaf.partner.api.agent.runtime.interaction.flow.entity.RunningFlowContext;
 
-public interface AgentGateway {
+public interface AgentGateway <I extends AgentInputData, O extends AgentOutputData, C extends RunningFlowContext>{
 
     void launch();
 
-    <I extends AgentInputData, O extends AgentOutputData, C extends RunningFlowContext> AgentInteractionAdapter<I, O, C> adapter();
+    default void receive(I inputData){
+        C finalInputData = adapter().parseInputData(inputData);
+        C outputContext = adapter().call(finalInputData);
+        O outputData = adapter().parseOutputData(outputContext);
+        send(outputData);
+    }
+
+    void send(O outputData);
+
+    /**
+     * 通过adapter提供的receive、send方法进行与客户端的交互行为
+     *
+     * @return adapter实例
+     */
+     AgentInteractionAdapter<I, O, C> adapter();
 }

Partner-Api/src/main/java/work/slhaf/partner/api/agent/runtime/interaction/AgentInteractionAdapter.java

@@ -8,34 +8,19 @@ import work.slhaf.partner.api.agent.runtime.interaction.flow.AgentRunningFlow;
 import work.slhaf.partner.api.agent.runtime.interaction.flow.entity.RunningFlowContext;
 
 import java.util.List;
+import java.util.Map;
 
 public abstract class AgentInteractionAdapter<I extends AgentInputData, O extends AgentOutputData, C extends RunningFlowContext> {
 
-    private static AgentInteractionAdapter<?,?,?> INSTANCE;
-
     protected AgentRunningFlow<C> agentRunningFlow = new AgentRunningFlow<>();
-    protected List<MetaModule> moduleList = AgentConfigManager.INSTANCE.getModuleList();
+    protected Map<Integer, List<MetaModule>> moduleOrderedMap = AgentConfigManager.INSTANCE.getModuleOrderedMap();
 
-    public void receive(I inputData) {
+    public C call(C finalInputData){
-        C finalInputData = parseInputData(inputData);
+        return agentRunningFlow.launch(moduleOrderedMap, finalInputData);
-        C outputContext = agentRunningFlow.launch(moduleList, finalInputData);
-        O outputData = parseOutputData(outputContext);
-        send(outputData);
     }
 
     protected abstract O parseOutputData(C outputContext);
 
     protected abstract C parseInputData(I inputData);
 
-    public abstract void send(O outputData);
-
-    public static <I extends AgentInputData, O extends AgentOutputData, C extends RunningFlowContext> AgentInteractionAdapter<I, O, C> getInstance() {
-        @SuppressWarnings("unchecked")
-        AgentInteractionAdapter<I, O, C> instance = (AgentInteractionAdapter<I, O, C>) INSTANCE;
-        return instance;
-    }
-
-    public static <I extends AgentInputData, O extends AgentOutputData, C extends RunningFlowContext> void setInstance(AgentInteractionAdapter<I, O, C> instance) {
-        INSTANCE = instance;
-    }
 }

Partner-Api/src/main/java/work/slhaf/partner/api/agent/runtime/interaction/data/AgentOutputData.java

@@ -7,7 +7,7 @@ import lombok.EqualsAndHashCode;
 @Data
 public abstract class AgentOutputData extends InteractionData{
 
-    private int code;
+    protected int code;
 
     public static class StatusCode {
         public static final int SUCCESS = 1;

Partner-Api/src/main/java/work/slhaf/partner/api/agent/runtime/interaction/flow/AgentRunningFlow.java

@@ -1,24 +1,52 @@
 package work.slhaf.partner.api.agent.runtime.interaction.flow;
 
 import work.slhaf.partner.api.agent.factory.module.pojo.MetaModule;
+import work.slhaf.partner.api.agent.runtime.exception.AgentRuntimeException;
 import work.slhaf.partner.api.agent.runtime.exception.GlobalExceptionHandler;
 import work.slhaf.partner.api.agent.runtime.interaction.flow.entity.RunningFlowContext;
 
+import java.util.ArrayList;
 import java.util.List;
+import java.util.Map;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.Future;
 
 /**
  * Agent执行流程
  */
 public class AgentRunningFlow<C extends RunningFlowContext> {
 
-    public C launch(List<MetaModule> moduleList, C interactionContext){
+    public C launch(Map<Integer, List<MetaModule>> modules, C interactionContext) {
-        try {
+        try (ExecutorService executor = Executors.newVirtualThreadPerTaskExecutor()) {
             //流程执行启动
-            for (MetaModule metaModule : moduleList) {
+            for (Map.Entry<Integer, List<MetaModule>> entry : modules.entrySet()) {
-                metaModule.getInstance().execute(interactionContext);
+                List<Future<?>> futures = new ArrayList<>();
+                List<MetaModule> moduleList = entry.getValue();
+                for (MetaModule module : moduleList) {
+                    Future<?> future = executor.submit(() -> {
+                        try {
+                            module.getInstance().execute(interactionContext);
+                        } catch (Exception e) {
+                            throw new AgentRuntimeException("模块执行出错: " + module.getName(), e);
                         }
-        }catch (Exception e){
+                    });
-            GlobalExceptionHandler.INSTANCE.handle(e);
+                    futures.add(future);
+                }
+                for (Future<?> future : futures) {
+                    try {
+                        future.get();
+                    } catch (Exception e) {
+                        boolean exit = GlobalExceptionHandler.INSTANCE.handle(e);
+                        if (exit) throw new AgentRuntimeException("Agent执行出错!", e);
+                        interactionContext.getErrMsg().add(e.getLocalizedMessage());
+                    }
+                }
+            }
+            interactionContext.setOk(1);
+        } catch (Exception e) {
+            interactionContext.setOk(0);
+            interactionContext.getErrMsg().add(e.getLocalizedMessage());
         }
         return interactionContext;
     }

Partner-Api/src/main/java/work/slhaf/partner/api/agent/runtime/interaction/flow/abstracts/ActivateModel.java

@@ -17,7 +17,7 @@ public interface ActivateModel {
 
     AgentConfigManager AGENT_CONFIG_MANAGER = AgentConfigManager.INSTANCE;
 
-    @Init
+    @Init(order = -1)
     default void modelSettings() {
         Model model = new Model();
         ModelConfig modelConfig = AgentConfigManager.INSTANCE.loadModelConfig(modelKey());
@@ -87,6 +87,9 @@ public interface ActivateModel {
         ((Module) this).setModel(model);
     }
 
+    /**
+     * 对应调用的模型配置名称
+     */
     String modelKey();
 
     boolean withBasicPrompt();

Partner-Api/src/main/java/work/slhaf/partner/api/agent/runtime/interaction/flow/abstracts/AgentRunningModule.java

@@ -1,10 +1,38 @@
 package work.slhaf.partner.api.agent.runtime.interaction.flow.abstracts;
 
+import lombok.extern.slf4j.Slf4j;
+import work.slhaf.partner.api.agent.factory.module.annotation.AfterExecute;
+import work.slhaf.partner.api.agent.factory.module.annotation.AgentModule;
+import work.slhaf.partner.api.agent.factory.module.annotation.BeforeExecute;
+import work.slhaf.partner.api.agent.factory.module.annotation.CoreModule;
 import work.slhaf.partner.api.agent.runtime.interaction.flow.entity.RunningFlowContext;
 
+import java.io.IOException;
+
 /**
  * 流程执行模块基类
  */
-public abstract class AgentRunningModule extends Module {
+@Slf4j
-    public abstract void execute(RunningFlowContext context);
+public abstract class AgentRunningModule<C extends RunningFlowContext> extends Module {
+    public abstract void execute(C context) throws IOException, ClassNotFoundException;
+
+    @BeforeExecute
+    private void beforeLog() {
+        log.debug("[{}] 模块执行开始...", getModuleName());
+    }
+
+    @AfterExecute
+    private void afterLog() {
+        log.debug("[{}] 模块执行结束...", getModuleName());
+    }
+
+    private String getModuleName(){
+        if (this.getClass().isAnnotationPresent(AgentModule.class)) {
+            return this.getClass().getAnnotation(AgentModule.class).name();
+        } else if (this.getClass().isAnnotationPresent(CoreModule.class)) {
+            return CoreModule.class.getAnnotation(AgentModule.class).name();
+        }else {
+            return "Unknown Module";
+        }
+    }
 }

Partner-Api/src/main/java/work/slhaf/partner/api/agent/runtime/interaction/flow/abstracts/AgentRunningSubModule.java

@@ -1,13 +1,35 @@
 package work.slhaf.partner.api.agent.runtime.interaction.flow.abstracts;
 
 
-/**
+import lombok.extern.slf4j.Slf4j;
- * 流程子模块基类
+import work.slhaf.partner.api.agent.factory.module.annotation.AfterExecute;
- * @param <I> 输入类型
+import work.slhaf.partner.api.agent.factory.module.annotation.AgentModule;
- * @param <O> 输出类型
+import work.slhaf.partner.api.agent.factory.module.annotation.BeforeExecute;
- */
+import work.slhaf.partner.api.agent.factory.module.annotation.CoreModule;
+
+@Slf4j
 public abstract class AgentRunningSubModule<I, O> extends Module {
 
     public abstract O execute(I data);
 
+
+    @BeforeExecute
+    private void beforeLog() {
+        log.debug("[{}] 模块执行开始...", getModuleName());
+    }
+
+    @AfterExecute
+    private void afterLog() {
+        log.debug("[{}] 模块执行结束...", getModuleName());
+    }
+
+    private String getModuleName(){
+        if (this.getClass().isAnnotationPresent(AgentModule.class)) {
+            return this.getClass().getAnnotation(AgentModule.class).name();
+        } else if (this.getClass().isAnnotationPresent(CoreModule.class)) {
+            return CoreModule.class.getAnnotation(AgentModule.class).name();
+        }else {
+            return "Unknown Module";
+        }
+    }
 }

Partner-Api/src/main/java/work/slhaf/partner/api/agent/runtime/interaction/flow/abstracts/Module.java

@@ -2,13 +2,11 @@ package work.slhaf.partner.api.agent.runtime.interaction.flow.abstracts;
 
 import lombok.Getter;
 import lombok.Setter;
-import work.slhaf.partner.api.agent.factory.capability.annotation.CapabilityHolder;
 import work.slhaf.partner.api.agent.runtime.interaction.flow.entity.Model;
 
 /**
  * 模块基类
  */
-@CapabilityHolder
 public abstract class Module {
 
     @Getter

Partner-Api/src/main/java/work/slhaf/partner/api/agent/runtime/interaction/flow/entity/RunningFlowContext.java

@@ -1,11 +1,18 @@
 package work.slhaf.partner.api.agent.runtime.interaction.flow.entity;
 
 import lombok.Data;
+import lombok.EqualsAndHashCode;
+import work.slhaf.partner.api.common.entity.PersistableObject;
+
+import java.util.ArrayList;
+import java.util.List;
 
 /**
  * 流程上下文
  */
+@EqualsAndHashCode(callSuper = true)
 @Data
-public abstract class RunningFlowContext {
+public abstract class RunningFlowContext extends PersistableObject {
-
+    protected int ok;
+    protected List<String> errMsg = new ArrayList<>();
 }

Partner-Api/src/main/java/work/slhaf/partner/api/agent/util/AgentUtil.java

@@ -1,11 +1,37 @@
 package work.slhaf.partner.api.agent.util;
 
+import org.reflections.Reflections;
+
+import java.lang.annotation.Annotation;
 import java.lang.reflect.Method;
 import java.util.HashSet;
 import java.util.Set;
+import java.util.stream.Collectors;
 
 public final class AgentUtil {
 
+    public static boolean isAssignableFromAnnotation(Class<?> clazz,Class<? extends Annotation> targetAnnotation){
+        Set<Class<?>> visited = new HashSet<>();
+        return isAssignableFromAnnotation(clazz,targetAnnotation,visited);
+    }
+
+    private static boolean isAssignableFromAnnotation(Class<?> clazz,Class<? extends Annotation> targetAnnotation,Set<Class<?>> visited){
+        if (!visited.add(clazz)){
+            return false;
+        }
+        if (clazz.isAnnotationPresent(targetAnnotation)){
+            return true;
+        }
+        Annotation[] annotations = clazz.getAnnotations();
+        for (Annotation annotation : annotations) {
+            boolean ok = isAssignableFromAnnotation(annotation.annotationType(),targetAnnotation,visited);
+            if (ok){
+                return true;
+            }
+        }
+        return false;
+    }
+
     public static String methodSignature(Method method) {
         StringBuilder sb = new StringBuilder();
         sb.append("(");
@@ -23,6 +49,7 @@ public final class AgentUtil {
     public static Set<Class<?>> collectExtendedClasses(Class<?> clazz, Class<?> targetClass) {
         Set<Class<?>> classes = new HashSet<>();
         collectExtendedClasses(classes, clazz, targetClass);
+        classes.add(clazz);
         return classes;
     }
 
@@ -36,10 +63,18 @@ public final class AgentUtil {
         collectInterfaces(clazz, classes);
     }
 
+    public static Set<Class<?>> getMethodAnnotationTypeSet(Class<? extends Annotation> clazz, Reflections reflections){
+        Set<Method> methods = reflections.getMethodsAnnotatedWith(clazz);
+        return methods.stream()
+                .map(Method::getDeclaringClass)
+                .collect(Collectors.toSet());
+    }
+
     private static void collectInterfaces(Class<?> clazz, Set<Class<?>> classes) {
         for (Class<?> type : clazz.getInterfaces()) {
             if (classes.add(type)) {
                 collectInterfaces(type, classes);
             }
         }
-    }}
+    }
+}

Partner-Api/src/test/java/module/ModuleProxyTest.java

@@ -6,11 +6,12 @@ import net.bytebuddy.matcher.ElementMatchers;
 import org.junit.jupiter.api.Test;
 import work.slhaf.partner.api.agent.runtime.interaction.flow.abstracts.AgentRunningModule;
 
+import java.io.IOException;
 import java.lang.reflect.InvocationTargetException;
 
 public class ModuleProxyTest {
     @Test
-    public void test() throws NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException {
+    public void test() throws NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException, IOException, ClassNotFoundException {
         Class<? extends AgentRunningModule> clazz = new ByteBuddy().subclass(MyAgentRunningModule.class)
                 .method(ElementMatchers.isOverriddenFrom(AgentRunningModule.class))
                 .intercept(MethodDelegation.to(

Partner-Main/dependency-reduced-pom.xml

@@ -0,0 +1,43 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <parent>
+    <artifactId>Partner</artifactId>
+    <groupId>work.slhaf</groupId>
+    <version>0.5.0</version>
+  </parent>
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>Partner-Main</artifactId>
+  <build>
+    <plugins>
+      <plugin>
+        <artifactId>maven-shade-plugin</artifactId>
+        <executions>
+          <execution>
+            <phase>package</phase>
+            <goals>
+              <goal>shade</goal>
+            </goals>
+            <configuration>
+              <transformers>
+                <transformer>
+                  <mainClass>work.slhaf.partner.Main</mainClass>
+                </transformer>
+              </transformers>
+            </configuration>
+          </execution>
+        </executions>
+      </plugin>
+      <plugin>
+        <artifactId>maven-surefire-plugin</artifactId>
+        <configuration>
+          <skipTests>true</skipTests>
+        </configuration>
+      </plugin>
+    </plugins>
+  </build>
+  <properties>
+    <maven.compiler.target>21</maven.compiler.target>
+    <maven.compiler.source>21</maven.compiler.source>
+    <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+  </properties>
+</project>

Partner-Main/pom.xml

@@ -22,6 +22,12 @@
             <artifactId>Partner-Api</artifactId>
             <version>0.5.0</version>
         </dependency>
+        <dependency>
+            <groupId>org.jetbrains.kotlinx</groupId>
+            <artifactId>kotlinx-coroutines-core</artifactId>
+            <version>1.10.2</version>
+            <scope>test</scope>
+        </dependency>
     </dependencies>
 
     <properties>
@@ -30,4 +36,35 @@
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
     </properties>
 
+    <build>
+        <plugins>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-shade-plugin</artifactId>
+                <executions>
+                    <execution>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>shade</goal>
+                        </goals>
+                        <configuration>
+                            <transformers>
+                                <transformer implementation="org.apache.maven.plugins.shade.resource.ManifestResourceTransformer">
+                                    <mainClass>work.slhaf.partner.Main</mainClass>
+                                </transformer>
+                            </transformers>
+                        </configuration>
+                    </execution>
+                </executions>
+            </plugin>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-surefire-plugin</artifactId>
+                <configuration>
+                    <skipTests>true</skipTests>
+                </configuration>
+            </plugin>
+        </plugins>
+    </build>
+
 </project>

Partner-Main/src/main/java/work/slhaf/Main.java

@@ -1,14 +0,0 @@
-package work.slhaf;
-
-import work.slhaf.partner.Agent;
-
-import java.io.IOException;
-import java.util.Scanner;
-
-public class Main {
-    public static void main(String[] args) throws IOException {
-        Agent.initialize();
-        Scanner scanner = new Scanner(System.in);
-        while (!scanner.nextLine().equals("exit")) ;
-    }
-}

Partner-Main/src/main/java/work/slhaf/partner/Agent.java

@@ -1,75 +0,0 @@
-package work.slhaf.partner;
-
-import lombok.Data;
-import lombok.extern.slf4j.Slf4j;
-import work.slhaf.partner.common.config.Config;
-import work.slhaf.partner.common.monitor.DebugMonitor;
-import work.slhaf.partner.core.InteractionHub;
-import work.slhaf.partner.core.interaction.agent_interface.InputReceiver;
-import work.slhaf.partner.core.interaction.agent_interface.TaskCallback;
-import work.slhaf.partner.core.interaction.data.InteractionInputData;
-import work.slhaf.partner.core.interaction.data.InteractionOutputData;
-import work.slhaf.partner.gateway.AgentWebSocketServer;
-import work.slhaf.partner.gateway.MessageSender;
-
-import java.io.IOException;
-import java.time.LocalDateTime;
-
-@Data
-@Slf4j
-public class Agent implements TaskCallback, InputReceiver {
-
-    private static volatile Agent agent;
-    private InteractionHub interactionHub;
-    private MessageSender messageSender;
-
-    public static void initialize() throws IOException {
-        if (agent == null) {
-            synchronized (Agent.class) {
-                if (agent == null) {
-                    //加载配置
-                    Config config = Config.getConfig();
-                    agent = new Agent();
-                    agent.setInteractionHub(InteractionHub.initialize());
-                    agent.registerTaskCallback();
-                    AgentWebSocketServer server = new AgentWebSocketServer(config.getWebSocketConfig().getPort(), agent);
-                    server.launch();
-                    agent.setMessageSender(server);
-                    log.info("Agent 加载完毕..");
-                    //启动监测线程
-                    DebugMonitor.initialize();
-                }
-            }
-        }
-    }
-
-    public static Agent getInstance() throws IOException {
-        initialize();
-        return agent;
-    }
-
-    /**
-     * 接收用户输入，包装为标准输入数据类
-     */
-    public void receiveInput(InteractionInputData inputData) throws IOException, ClassNotFoundException {
-        inputData.setLocalDateTime(LocalDateTime.now());
-        interactionHub.call(inputData);
-    }
-
-
-    /**
-     * 向用户返回输出内容
-     */
-    public void sendToUser(String userInfo, String output) {
-        messageSender.sendMessage(new InteractionOutputData(output, userInfo));
-    }
-
-    @Override
-    public void onTaskFinished(String userInfo, String output) {
-        sendToUser(userInfo, output);
-    }
-
-    private void registerTaskCallback() {
-        interactionHub.setCallback(this);
-    }
-}

Partner-Main/src/main/java/work/slhaf/partner/Main.java

@@ -0,0 +1,16 @@
+package work.slhaf.partner;
+
+import work.slhaf.partner.api.agent.Agent;
+import work.slhaf.partner.common.config.PartnerAgentConfigManager;
+import work.slhaf.partner.runtime.exception.PartnerExceptionCallback;
+import work.slhaf.partner.runtime.interaction.WebSocketGateway;
+
+public class Main {
+    public static void main(String[] args) {
+        Agent.newAgent(Main.class)
+                .setAgentConfigManager(PartnerAgentConfigManager.class)
+                .setGateway(WebSocketGateway.class)
+                .setAgentExceptionCallback(PartnerExceptionCallback.class)
+                .launch();
+    }
+}

Partner-Main/src/main/java/work/slhaf/partner/common/config/Config.java

@@ -1,138 +1,9 @@
 package work.slhaf.partner.common.config;
 
-import cn.hutool.json.JSONUtil;
-import com.alibaba.fastjson2.JSONArray;
 import lombok.Data;
-import lombok.extern.slf4j.Slf4j;
-import org.apache.commons.io.FileUtils;
-import work.slhaf.partner.module.modules.core.CoreModel;
-import work.slhaf.partner.module.modules.memory.selector.MemorySelector;
-import work.slhaf.partner.module.modules.memory.updater.MemoryUpdater;
-import work.slhaf.partner.module.modules.process.PostprocessExecutor;
-
-import java.io.File;
-import java.io.IOException;
-import java.io.InputStream;
-import java.nio.charset.StandardCharsets;
-import java.nio.file.Files;
-import java.nio.file.Paths;
-import java.util.List;
-import java.util.Scanner;
 
 @Data
-@Slf4j
 public class Config {
-
+    private int port;
-    private static final String CONFIG_FILE_PATH = "./config/config.json";
-    private static final String LOG_FILE_PATH = "./data/log";
-    private static Config config;
-
     private String agentId;
-//    private String basicCharacter;
-
-    private WebSocketConfig webSocketConfig;
-
-    private List<ModuleConfig> moduleConfigList;
-
-    private Config() {
-    }
-
-    public static Config getConfig() throws IOException {
-        if (config == null) {
-            File file = new File(CONFIG_FILE_PATH);
-            if (file.exists()) {
-                config = JSONUtil.readJSONObject(file, StandardCharsets.UTF_8).toBean(Config.class);
-            } else {
-                config = new Config();
-                Scanner scanner = new Scanner(System.in);
-
-                System.out.print("输入智能体名称: ");
-                config.setAgentId(scanner.nextLine());
-
-                System.out.println("(注意! 设定角色之后修改主配置文件将不会影响现有记忆，除非同时更换agentId)");
-
-                System.out.println("\r\n--------模型配置--------\r\n");
-                generateModelConfig(scanner);
-
-                System.out.println("\r\n--------服务配置--------\r\n");
-                generateWsSocketConfig(scanner);
-
-                System.out.println("\r\n--------模块链配置--------\r\n");
-                generatePipelineConfig();
-
-                boolean launchOrNot = getLaunchOrNot(scanner);
-
-                //保存配置文件
-                String str = JSONUtil.toJsonPrettyStr(config);
-                FileUtils.writeStringToFile(file, str, StandardCharsets.UTF_8);
-                log.info("配置已保存");
-
-                if (!launchOrNot) {
-                    System.exit(0);
-                }
-            }
-            config.generateCommonDirs();
-        }
-        return config;
-    }
-
-    private void generateCommonDirs() throws IOException {
-        Files.createDirectories(Paths.get(LOG_FILE_PATH));
-    }
-
-    private static boolean getLaunchOrNot(Scanner scanner) {
-        System.out.print("是否直接启动Partner?(y/n): ");
-        String input;
-        while (true) {
-            input = scanner.nextLine();
-            if (input.equals("y")) {
-                return true;
-            } else if (input.equals("n")) {
-                return false;
-            } else {
-                System.out.println("请输入y或n");
-            }
-        }
-    }
-
-    private static void generatePipelineConfig() {
-        List<ModuleConfig> moduleConfigList = List.of(
-                new ModuleConfig(MemorySelector.class.getName(), ModuleConfig.Constant.INTERNAL, null),
-                new ModuleConfig(CoreModel.class.getName(), ModuleConfig.Constant.INTERNAL, null),
-                new ModuleConfig(PostprocessExecutor.class.getName(),ModuleConfig.Constant.INTERNAL,null),
-                new ModuleConfig(MemoryUpdater.class.getName(), ModuleConfig.Constant.INTERNAL, null)
-        );
-        config.setModuleConfigList(moduleConfigList);
-    }
-
-    private static void generateWsSocketConfig(Scanner scanner) {
-        System.out.print("WebSocket port: ");
-        WebSocketConfig wsConfig = new WebSocketConfig();
-        wsConfig.setPort(scanner.nextInt());
-        config.setWebSocketConfig(wsConfig);
-    }
-
-    private static void generateModelConfig(Scanner scanner) throws IOException {
-        System.out.println("配置LLM APi:");
-        System.out.println("经测试, 目前只建议选择Qwen3: qwen-plus-latest或qwen-max-latest");
-        System.out.print("base_url: ");
-        String baseUrl = scanner.nextLine();
-        System.out.print("apikey: ");
-        String apikey = scanner.nextLine();
-        System.out.print("model: ");
-        String model = scanner.nextLine();
-
-        ModelConfig modelConfig = new ModelConfig();
-        modelConfig.setBaseUrl(baseUrl);
-        modelConfig.setApikey(apikey);
-        modelConfig.setModel(model);
-
-        InputStream stream = Config.class.getClassLoader().getResourceAsStream("modules/default_activated_model.json");
-        String content = new String(stream.readAllBytes(), StandardCharsets.UTF_8);
-        stream.close();
-        for (String s : JSONArray.parseArray(content, String.class)) {
-            modelConfig.generateConfig(s);
-        }
-    }
-
 }

Partner-Main/src/main/java/work/slhaf/partner/common/config/ModelConfig.java

@@ -1,40 +0,0 @@
-package work.slhaf.partner.common.config;
-
-import cn.hutool.json.JSONUtil;
-import lombok.Data;
-import org.apache.commons.io.FileUtils;
-
-import java.io.File;
-import java.io.IOException;
-import java.nio.charset.StandardCharsets;
-import java.util.HashMap;
-
-@Data
-public class ModelConfig {
-
-    private static final String MODEL_CONFIG_DIR_PATH = "./config/model/";
-    private static final HashMap<String, ModelConfig> modelConfigMap = new HashMap<>();
-
-    private String apikey;
-    private String baseUrl;
-    private String model;
-
-    public void generateConfig(String filename) throws IOException {
-        String str = JSONUtil.toJsonPrettyStr(this);
-        File file = new File(MODEL_CONFIG_DIR_PATH + filename + ".json");
-        FileUtils.writeStringToFile(file, str, StandardCharsets.UTF_8);
-    }
-
-    public static ModelConfig load(String modelKey) {
-        if (!modelConfigMap.containsKey(modelKey)) {
-            modelConfigMap.put(modelKey,loadConfig(modelKey));
-        }
-
-        return modelConfigMap.get(modelKey);
-    }
-
-    private static ModelConfig loadConfig(String modelKey) {
-        File file = new File(MODEL_CONFIG_DIR_PATH+modelKey+".json");
-        return JSONUtil.readJSONObject(file,StandardCharsets.UTF_8).toBean(ModelConfig.class);
-    }
-}

Partner-Main/src/main/java/work/slhaf/partner/common/config/ModuleConfig.java

@@ -1,17 +0,0 @@
-package work.slhaf.partner.common.config;
-
-import lombok.AllArgsConstructor;
-import lombok.Data;
-
-@Data
-@AllArgsConstructor
-public class ModuleConfig {
-    private String className;
-    private String type;
-    private String path;
-
-    public static class Constant {
-        public static final String INTERNAL = "internal";
-        public static final String EXTERNAL = "external";
-    }
-}

Partner-Main/src/main/java/work/slhaf/partner/common/config/PartnerAgentConfigManager.java

@@ -0,0 +1,40 @@
+package work.slhaf.partner.common.config;
+
+import cn.hutool.json.JSONUtil;
+import lombok.Data;
+import lombok.EqualsAndHashCode;
+import work.slhaf.partner.api.agent.factory.config.exception.ConfigNotExistException;
+import work.slhaf.partner.api.agent.runtime.config.FileAgentConfigManager;
+import work.slhaf.partner.common.exception.ConfigLoadFailedException;
+
+import java.io.File;
+import java.nio.charset.StandardCharsets;
+
+@EqualsAndHashCode(callSuper = true)
+@Data
+public final class PartnerAgentConfigManager extends FileAgentConfigManager {
+
+    private static final String COMMON_CONFIG_FILE = CONFIG_DIR + "common_config.json";
+
+    private Config config;
+
+    @Override
+    public void load() {
+        loadWebSocketConfig();
+        super.load();
+    }
+
+    private void loadWebSocketConfig() {
+        File file = new File(COMMON_CONFIG_FILE);
+        if (!file.exists()) {
+            throw new ConfigNotExistException("Partner Config Not Exist: " + COMMON_CONFIG_FILE);
+        }
+        config = JSONUtil.readJSONObject(file, StandardCharsets.UTF_8).toBean(Config.class);
+        if (config == null || config.getAgentId() == null) {
+            throw new ConfigLoadFailedException("Partner Config Load Failed: " + COMMON_CONFIG_FILE);
+        }
+        if (config.getPort() <= 0 || config.getPort() > 65535) {
+            throw new ConfigLoadFailedException("Invalid Websocket port: " + config.getPort());
+        }
+    }
+}

Partner-Main/src/main/java/work/slhaf/partner/common/config/WebSocketConfig.java

@@ -1,8 +0,0 @@
-package work.slhaf.partner.common.config;
-
-import lombok.Data;
-
-@Data
-public class WebSocketConfig {
-    private Integer port;
-}

Partner-Main/src/main/java/work/slhaf/partner/common/exception/ConfigLoadFailedException.java

@@ -0,0 +1,13 @@
+package work.slhaf.partner.common.exception;
+
+import work.slhaf.partner.api.agent.factory.config.exception.ConfigFactoryInitFailedException;
+
+public class ConfigLoadFailedException extends ConfigFactoryInitFailedException {
+    public ConfigLoadFailedException(String message, Throwable cause) {
+        super(message, cause);
+    }
+
+    public ConfigLoadFailedException(String message) {
+        super(message);
+    }
+}

Partner-Main/src/main/java/work/slhaf/partner/common/exception/ServiceLoadFailedException.java

@@ -0,0 +1,13 @@
+package work.slhaf.partner.common.exception;
+
+import work.slhaf.partner.api.agent.runtime.exception.AgentLaunchFailedException;
+
+public class ServiceLoadFailedException extends AgentLaunchFailedException {
+    public ServiceLoadFailedException(String message, Throwable cause) {
+        super(message, cause);
+    }
+
+    public ServiceLoadFailedException(String message) {
+        super(message);
+    }
+}

Partner-Main/src/main/java/work/slhaf/partner/common/exception_handler/GlobalExceptionHandler.java

@@ -1,43 +0,0 @@
-package work.slhaf.partner.common.exception_handler;
-
-import lombok.extern.slf4j.Slf4j;
-import work.slhaf.partner.common.exception_handler.pojo.GlobalException;
-import work.slhaf.partner.common.exception_handler.pojo.GlobalExceptionData;
-
-import java.io.*;
-import java.nio.file.Files;
-import java.nio.file.Path;
-import java.nio.file.Paths;
-
-@Slf4j
-public class GlobalExceptionHandler {
-
-    private static final String EXCEPTION_STATIC_PATH = "./data/exception_snapshot/";
-
-    public static void writeExceptionState(GlobalException exception) {
-        GlobalExceptionData exceptionData = exception.getData();
-        Path filePath = Paths.get(EXCEPTION_STATIC_PATH, exceptionData.getExceptionTime() + ".dat");
-        try {
-            Files.createDirectories(Path.of(EXCEPTION_STATIC_PATH));
-            ObjectOutputStream oos = new ObjectOutputStream(new FileOutputStream(filePath.toFile()));
-            oos.writeObject(exceptionData);
-            oos.close();
-            log.warn("[GlobalExceptionHandler] 捕获异常, 已保存到: {}", filePath);
-        } catch (IOException e) {
-            log.error("[GlobalExceptionHandler] 捕获异常, 保存失败: ", e);
-        }
-    }
-
-    public static GlobalExceptionData readExceptionState(String filePath) {
-        try {
-            ObjectInputStream ois = new ObjectInputStream(new FileInputStream(filePath));
-            GlobalExceptionData exceptionData = (GlobalExceptionData) ois.readObject();
-            ois.close();
-            log.info("[GlobalExceptionHandler] 已从: {} 读取异常快照", filePath);
-            return exceptionData;
-        } catch (IOException | ClassNotFoundException e) {
-            log.error("[GlobalExceptionHandler] 读取异常, 读取失败: ", e);
-            return null;
-        }
-    }
-}

Partner-Main/src/main/java/work/slhaf/partner/common/exception_handler/pojo/GlobalException.java

@@ -1,30 +0,0 @@
-package work.slhaf.partner.common.exception_handler.pojo;
-
-import lombok.Data;
-import lombok.EqualsAndHashCode;
-import lombok.extern.slf4j.Slf4j;
-import work.slhaf.partner.core.cognation.cognation.CognationCore;
-import work.slhaf.partner.core.interaction.data.context.InteractionContext;
-import work.slhaf.partner.core.session.SessionManager;
-
-@EqualsAndHashCode(callSuper = true)
-@Slf4j
-@Data
-public class GlobalException extends RuntimeException {
-
-    private GlobalExceptionData data;
-
-    public GlobalException(String message) {
-        super(message);
-        try {
-            this.data = new GlobalExceptionData();
-            this.data.setExceptionTime(System.currentTimeMillis());
-            this.data.setSessionManager(SessionManager.getInstance());
-            this.data.setCognationCore(CognationCore.getInstance());
-            this.data.setContext(InteractionContext.getInstance());
-        }  catch (Exception e) {
-            log.error("[GlobalException] 捕获异常, 获取数据失败");
-        }
-    }
-
-}

Partner-Main/src/main/java/work/slhaf/partner/common/exception_handler/pojo/GlobalExceptionData.java

@@ -1,26 +0,0 @@
-package work.slhaf.partner.common.exception_handler.pojo;
-
-import lombok.Data;
-import lombok.EqualsAndHashCode;
-import work.slhaf.partner.api.common.entity.PersistableObject;
-import work.slhaf.partner.core.cognation.cognation.CognationCore;
-import work.slhaf.partner.core.interaction.data.context.InteractionContext;
-import work.slhaf.partner.core.session.SessionManager;
-
-import java.io.Serial;
-import java.util.HashMap;
-
-@EqualsAndHashCode(callSuper = true)
-@Data
-public class GlobalExceptionData extends PersistableObject {
-
-    @Serial
-    private static final long serialVersionUID = 1L;
-
-    private String exceptionMessage;
-
-    protected HashMap<String, InteractionContext> context;
-    protected SessionManager sessionManager;
-    protected CognationCore cognationCore;
-    protected Long exceptionTime;
-}

Partner-Main/src/main/java/work/slhaf/partner/common/util/ResourcesUtil.java

@@ -1,7 +1,7 @@
 package work.slhaf.partner.common.util;
 
 import com.alibaba.fastjson2.JSONArray;
-import work.slhaf.partner.Agent;
+import work.slhaf.partner.api.agent.Agent;
 import work.slhaf.partner.api.chat.pojo.Message;
 
 import java.io.InputStream;

Partner-Main/src/main/java/work/slhaf/partner/core/CoordinatedManager.java

@@ -0,0 +1,56 @@
+package work.slhaf.partner.core;
+
+import lombok.Data;
+import lombok.extern.slf4j.Slf4j;
+import work.slhaf.partner.api.agent.factory.capability.annotation.CoordinateManager;
+import work.slhaf.partner.api.agent.factory.capability.annotation.Coordinated;
+import work.slhaf.partner.api.chat.constant.ChatConstant;
+import work.slhaf.partner.core.cognation.CognationCore;
+import work.slhaf.partner.core.memory.MemoryCore;
+
+import java.io.Serial;
+import java.io.Serializable;
+import java.util.HashSet;
+import java.util.Set;
+
+import static work.slhaf.partner.common.util.ExtractUtil.extractUserId;
+
+@Data
+@Slf4j
+@CoordinateManager
+public class CoordinatedManager implements Serializable {
+
+    @Serial
+    private static final long serialVersionUID = 1L;
+
+    //在框架将自动注入core,详见CapabilityRegistryFactory
+    private CognationCore cognationCore;
+    private MemoryCore memoryCore;
+
+
+    private boolean isCacheSingleUser() {
+        return memoryCore.getUserDialogMap().size() <= 1;
+    }
+
+    @Coordinated(capability = "cognation")
+    public boolean isSingleUser() {
+        return isCacheSingleUser() && isChatMessagesSingleUser();
+    }
+
+    private boolean isChatMessagesSingleUser() {
+        Set<String> userIdSet = new HashSet<>();
+        cognationCore.getChatMessages().forEach(m -> {
+            if (m.getRole().equals(ChatConstant.Character.ASSISTANT)) {
+                return;
+            }
+            String userId = extractUserId(m.getContent());
+            if (userId == null || userId.isEmpty()) {
+                return;
+            }
+            userIdSet.add(userId);
+        });
+        return userIdSet.size() <= 1;
+    }
+
+
+}

Partner-Main/src/main/java/work/slhaf/partner/core/InteractionHub.java

@@ -1,56 +0,0 @@
-package work.slhaf.partner.core;
-
-import lombok.Data;
-import lombok.ToString;
-import lombok.extern.slf4j.Slf4j;
-import work.slhaf.partner.common.exception_handler.GlobalExceptionHandler;
-import work.slhaf.partner.common.exception_handler.pojo.GlobalException;
-import work.slhaf.partner.core.interaction.agent_interface.TaskCallback;
-import work.slhaf.partner.core.interaction.data.InteractionInputData;
-import work.slhaf.partner.core.interaction.data.context.InteractionContext;
-import work.slhaf.partner.core.interaction.module.InteractionFlow;
-import work.slhaf.partner.core.interaction.module.InteractionModulesLoader;
-import work.slhaf.partner.module.modules.process.PreprocessExecutor;
-
-import java.io.IOException;
-import java.util.List;
-
-@Data
-@Slf4j
-public class InteractionHub {
-
-    private static volatile InteractionHub interactionHub;
-
-    @ToString.Exclude
-    private TaskCallback callback;
-    private List<InteractionFlow> interactionModules;
-
-    public static InteractionHub initialize() throws IOException {
-        if (interactionHub == null) {
-            synchronized (InteractionHub.class) {
-                if (interactionHub == null) {
-                    interactionHub = new InteractionHub();
-                    //加载模块
-                    interactionHub.setInteractionModules(InteractionModulesLoader.getInstance().registerInteractionModules());
-                    log.info("InteractionHub注册完毕...");
-                }
-            }
-        }
-        return interactionHub;
-    }
-
-    public void call(InteractionInputData inputData) throws IOException, ClassNotFoundException {
-        InteractionContext interactionContext = PreprocessExecutor.getInstance().execute(inputData);
-        try {
-            for (InteractionFlow interactionModule : interactionModules) {
-                interactionModule.execute(interactionContext);
-            }
-        } catch (GlobalException e) {
-            GlobalExceptionHandler.writeExceptionState(e);
-            interactionContext.getCoreResponse().put("text", "[ERROR] " + e.getMessage());
-        } finally {
-            callback.onTaskFinished(interactionContext.getUserInfo(), interactionContext.getCoreResponse().getString("text"));
-            interactionContext.clearUp();
-        }
-    }
-}

Partner-Main/src/main/java/work/slhaf/partner/core/PartnerCore.java

@@ -0,0 +1,93 @@
+package work.slhaf.partner.core;
+
+import cn.hutool.core.bean.BeanUtil;
+import lombok.extern.slf4j.Slf4j;
+import org.apache.commons.io.FileUtils;
+import work.slhaf.partner.api.agent.runtime.config.AgentConfigManager;
+import work.slhaf.partner.api.common.entity.PersistableObject;
+import work.slhaf.partner.common.config.PartnerAgentConfigManager;
+
+import java.io.*;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.nio.file.Paths;
+import java.nio.file.StandardCopyOption;
+
+@Slf4j
+public abstract class PartnerCore<T extends PartnerCore<T>> extends PersistableObject {
+
+    private static final String STORAGE_DIR = "./data/memory/";
+    private final String id = ((PartnerAgentConfigManager) AgentConfigManager.INSTANCE).getConfig().getAgentId();
+
+    public PartnerCore() throws IOException, ClassNotFoundException {
+        createStorageDirectory();
+        Path filePath = getFilePath(id);
+        if (Files.exists(filePath)) {
+            T deserialize = deserialize();
+            setupData(deserialize, (T) this);
+        } else {
+            FileUtils.createParentDirectories(filePath.toFile().getParentFile());
+            this.serialize();
+        }
+        setupHook(this);
+        log.info("[{}] 注册完毕", getCoreKey());
+
+    }
+
+    private void setupHook(PartnerCore<T> temp) {
+        Runtime.getRuntime().addShutdownHook(new Thread(() -> {
+            try {
+                temp.serialize();
+                log.info("[{}] 已保存", getCoreKey());
+            } catch (IOException e) {
+                log.error("[{}] 保存失败: ", getCoreKey(), e);
+            }
+        }));
+
+    }
+
+    private void setupData(T source, T current) {
+        BeanUtil.copyProperties(source, current);
+    }
+
+    public void serialize() throws IOException {
+        //先写入到临时文件，如果正常写入则覆盖原文件
+        Path filePath = getFilePath(id + "-temp");
+        Files.createDirectories(Path.of(STORAGE_DIR));
+        try {
+            ObjectOutputStream oos = new ObjectOutputStream(new FileOutputStream(filePath.toFile()));
+            oos.writeObject(this);
+            oos.close();
+            Path path = getFilePath(id);
+            Files.move(filePath, path, StandardCopyOption.REPLACE_EXISTING);
+            log.info("[{}] 已保存到: {}", getCoreKey(), path);
+        } catch (IOException e) {
+            Files.delete(filePath);
+            log.error("[{}] 序列化保存失败: {}", getCoreKey(), e.getMessage());
+        }
+    }
+
+    private T deserialize() throws IOException, ClassNotFoundException {
+        Path filePath = getFilePath(id);
+        try (ObjectInputStream ois = new ObjectInputStream(
+                new FileInputStream(filePath.toFile()))) {
+            T graph = (T) ois.readObject();
+            log.info("[{}] 已从文件加载: {}", getCoreKey(), filePath);
+            return graph;
+        }
+    }
+
+    private Path getFilePath(String s) {
+        return Paths.get(STORAGE_DIR, s + "-" + getCoreKey() + ".memory");
+    }
+
+    private void createStorageDirectory() {
+        try {
+            Files.createDirectories(Paths.get(STORAGE_DIR));
+        } catch (IOException e) {
+            log.error("[{}]创建存储目录失败: {}", getCoreKey(), e.getMessage());
+        }
+    }
+
+    protected abstract String getCoreKey();
+}

Partner-Main/src/main/java/work/slhaf/partner/core/action/entity/ActionData.java

@@ -0,0 +1,11 @@
+package work.slhaf.partner.core.action.entity;
+
+import lombok.Data;
+
+@Data
+public class ActionData {
+    private String key;
+    private String[] array;
+    private String reason;
+    private String description;
+}

Partner-Main/src/main/java/work/slhaf/partner/core/action/entity/ActionStatus.java

@@ -0,0 +1,5 @@
+package work.slhaf.partner.core.action.entity;
+
+public enum ActionStatus {
+    SUCCESS, FAILED, EXECUTING, WAITING
+}

Partner-Main/src/main/java/work/slhaf/partner/core/action/entity/ActionType.java

@@ -0,0 +1,5 @@
+package work.slhaf.partner.core.action.entity;
+
+public enum ActionType {
+    IMMEDIATE, PLANNING
+}

Partner-Main/src/main/java/work/slhaf/partner/core/action/entity/MetaActionInfo.java

@@ -0,0 +1,13 @@
+package work.slhaf.partner.core.action.entity;
+
+import lombok.Data;
+
+import java.time.LocalDateTime;
+
+@Data
+public class MetaActionInfo {
+    private ActionData actionData;
+    private ActionStatus status;
+    private String Result;
+    private LocalDateTime dateTime;
+}

Partner-Main/src/main/java/work/slhaf/partner/core/cognation/CognationCapability.java

@@ -0,0 +1,29 @@
+package work.slhaf.partner.core.cognation;
+
+import work.slhaf.partner.api.agent.factory.capability.annotation.Capability;
+import work.slhaf.partner.api.agent.factory.capability.annotation.ToCoordinated;
+import work.slhaf.partner.api.chat.pojo.Message;
+import work.slhaf.partner.api.chat.pojo.MetaMessage;
+
+import java.util.HashMap;
+import java.util.List;
+import java.util.concurrent.locks.Lock;
+
+@Capability("cognation")
+public interface CognationCapability {
+
+    List<Message> getChatMessages();
+    void setChatMessages(List<Message> chatMessages);
+    void cleanMessage(List<Message> messages);
+    Lock getMessageLock();
+    void addMetaMessage(String userId, MetaMessage metaMessage);
+    List<Message> unpackAndClear(String userId);
+    void refreshMemoryId();
+    void resetLastUpdatedTime();
+    long getLastUpdatedTime();
+    HashMap<String,List<MetaMessage>> getSingleMetaMessageMap();
+    String getCurrentMemoryId();
+
+    @ToCoordinated
+    boolean isSingleUser();
+}

Partner-Main/src/main/java/work/slhaf/partner/core/cognation/CognationCore.java

@@ -0,0 +1,121 @@
+package work.slhaf.partner.core.cognation;
+
+import com.alibaba.fastjson2.JSONObject;
+import lombok.EqualsAndHashCode;
+import lombok.Getter;
+import lombok.Setter;
+import lombok.extern.slf4j.Slf4j;
+import work.slhaf.partner.api.agent.factory.capability.annotation.CapabilityCore;
+import work.slhaf.partner.api.agent.factory.capability.annotation.CapabilityMethod;
+import work.slhaf.partner.api.chat.pojo.Message;
+import work.slhaf.partner.api.chat.pojo.MetaMessage;
+import work.slhaf.partner.core.PartnerCore;
+
+import java.io.IOException;
+import java.io.Serial;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.UUID;
+import java.util.concurrent.locks.Lock;
+import java.util.concurrent.locks.ReentrantLock;
+
+@EqualsAndHashCode(callSuper = true)
+@Slf4j
+@CapabilityCore(value = "cognation")
+@Getter
+@Setter
+public class CognationCore extends PartnerCore<CognationCore> {
+
+    @Serial
+    private static final long serialVersionUID = 1L;
+
+    private final ReentrantLock messageLock = new ReentrantLock();
+
+    /**
+     * 主模型的聊天记录
+     */
+    private List<Message> chatMessages = new ArrayList<>();
+    private HashMap<String /*startUserId*/, List<MetaMessage>> singleMetaMessageMap = new HashMap<>();
+    private String currentMemoryId;
+    private long lastUpdatedTime;
+
+    public CognationCore() throws IOException, ClassNotFoundException {
+    }
+
+    @CapabilityMethod
+    public List<Message> getChatMessages() {
+        return chatMessages;
+    }
+
+    @CapabilityMethod
+    public long getLastUpdatedTime(){
+        return lastUpdatedTime;
+    }
+
+    @CapabilityMethod
+    public HashMap<String,List<MetaMessage>> getSingleMetaMessageMap(){
+        return singleMetaMessageMap;
+    }
+
+    @CapabilityMethod
+    public String getCurrentMemoryId(){
+        return currentMemoryId;
+    }
+
+    @CapabilityMethod
+    public void setChatMessages(List<Message> chatMessages) {
+        this.chatMessages = chatMessages;
+    }
+
+    @CapabilityMethod
+    public void cleanMessage(List<Message> messages) {
+        messageLock.lock();
+        this.getChatMessages().removeAll(messages);
+        messageLock.unlock();
+
+    }
+
+    @CapabilityMethod
+    public Lock getMessageLock() {
+        return messageLock;
+    }
+
+    @CapabilityMethod
+    public void addMetaMessage(String userId, MetaMessage metaMessage) {
+        log.debug("[{}] 当前会话历史: {}", getCoreKey(), JSONObject.toJSONString(singleMetaMessageMap));
+        if (singleMetaMessageMap.containsKey(userId)) {
+            singleMetaMessageMap.get(userId).add(metaMessage);
+        } else {
+            singleMetaMessageMap.put(userId, new java.util.ArrayList<>());
+            singleMetaMessageMap.get(userId).add(metaMessage);
+        }
+        log.debug("[{}] 会话历史更新: {}", getCoreKey(), JSONObject.toJSONString(singleMetaMessageMap));
+    }
+
+    @CapabilityMethod
+    public List<Message> unpackAndClear(String userId) {
+        List<Message> messages = new ArrayList<>();
+        for (MetaMessage metaMessage : singleMetaMessageMap.get(userId)) {
+            messages.add(metaMessage.getUserMessage());
+            messages.add(metaMessage.getAssistantMessage());
+        }
+        singleMetaMessageMap.remove(userId);
+        return messages;
+    }
+
+    @CapabilityMethod
+    public void refreshMemoryId() {
+        currentMemoryId = UUID.randomUUID().toString();
+    }
+
+    @CapabilityMethod
+    public void resetLastUpdatedTime() {
+        lastUpdatedTime = System.currentTimeMillis();
+    }
+
+    @Override
+    protected String getCoreKey() {
+        return "cognation-core";
+    }
+}

Partner-Main/src/main/java/work/slhaf/partner/core/cognation/CoordinatedManager.java

@@ -1,166 +0,0 @@
-package work.slhaf.partner.core.cognation;
-
-import lombok.Data;
-import lombok.extern.slf4j.Slf4j;
-import work.slhaf.partner.api.agent.factory.capability.annotation.CoordinateManager;
-import work.slhaf.partner.api.agent.factory.capability.annotation.Coordinated;
-import work.slhaf.partner.api.chat.constant.ChatConstant;
-import work.slhaf.partner.common.exception_handler.GlobalExceptionHandler;
-import work.slhaf.partner.common.exception_handler.pojo.GlobalException;
-import work.slhaf.partner.core.cognation.cognation.CognationCore;
-import work.slhaf.partner.core.cognation.common.pojo.MemoryResult;
-import work.slhaf.partner.core.cognation.common.pojo.MemorySliceResult;
-import work.slhaf.partner.core.cognation.submodule.cache.CacheCore;
-import work.slhaf.partner.core.cognation.submodule.dispatch.DispatchCore;
-import work.slhaf.partner.core.cognation.submodule.memory.MemoryCore;
-import work.slhaf.partner.core.cognation.submodule.memory.pojo.MemorySlice;
-import work.slhaf.partner.core.cognation.submodule.perceive.PerceiveCore;
-
-import java.io.IOException;
-import java.io.Serial;
-import java.io.Serializable;
-import java.time.LocalDate;
-import java.util.*;
-import java.util.concurrent.CopyOnWriteArrayList;
-import java.util.concurrent.locks.Lock;
-import java.util.concurrent.locks.ReentrantLock;
-
-import static work.slhaf.partner.common.util.ExtractUtil.extractUserId;
-
-@Data
-@Slf4j
-@CoordinateManager
-public class CoordinatedManager implements Serializable {
-
-    @Serial
-    private static final long serialVersionUID = 1L;
-
-    private static volatile CoordinatedManager coordinatedManager;
-    private final Lock sliceInsertLock = new ReentrantLock();
-
-    private CognationCore cognationCore;
-    private CacheCore cacheCore;
-    private MemoryCore memoryCore;
-    private PerceiveCore perceiveCore;
-    private DispatchCore dispatchCore;
-
-    private CoordinatedManager() {
-    }
-
-
-    public static CoordinatedManager getInstance() throws IOException, ClassNotFoundException {
-        if (coordinatedManager == null) {
-            synchronized (CoordinatedManager.class) {
-                if (coordinatedManager == null) {
-                    coordinatedManager = new CoordinatedManager();
-                    coordinatedManager.setCognationCore(CognationCore.getInstance());
-                    coordinatedManager.setCores();
-                    log.info("[CoordinatedManager] MemoryManager注册完毕...");
-                }
-            }
-        }
-        return coordinatedManager;
-    }
-
-    private void setCores() {
-        this.setCacheCore(this.getCognationCore().getCacheCore());
-        this.setMemoryCore(this.getCognationCore().getMemoryCore());
-        this.setPerceiveCore(this.getCognationCore().getPerceiveCore());
-    }
-
-
-    @Coordinated(capability = "memory")
-    public MemoryResult selectMemory(String topicPathStr) {
-        MemoryResult memoryResult;
-        List<String> topicPath = List.of(topicPathStr.split("->"));
-        try {
-            List<String> path = new ArrayList<>(topicPath);
-            //每日刷新缓存
-            cacheCore.checkCacheDate();
-            //检测缓存并更新计数, 查看是否需要放入缓存
-            cacheCore.updateCacheCounter(path);
-            //查看是否存在缓存，如果存在，则直接返回
-            if ((memoryResult = cacheCore.selectCache(path)) != null) {
-                return memoryResult;
-            }
-            memoryResult = memoryCore.selectMemory(path);
-            //尝试更新缓存
-            cacheCore.updateCache(topicPath, memoryResult);
-        } catch (Exception e) {
-            log.error("[CoordinatedManager] selectMemory error: ", e);
-            log.error("[CoordinatedManager] 路径: {}", topicPathStr);
-            log.error("[CoordinatedManager] 主题树: {}", memoryCore.getTopicTree());
-            memoryResult = new MemoryResult();
-            memoryResult.setRelatedMemorySliceResult(new ArrayList<>());
-            memoryResult.setMemorySliceResult(new CopyOnWriteArrayList<>());
-            GlobalExceptionHandler.writeExceptionState(new GlobalException(e.getLocalizedMessage()));
-        }
-        return cacheFilter(memoryResult);
-    }
-
-    @Coordinated(capability = "memory")
-    public MemoryResult selectMemory(LocalDate date) throws IOException, ClassNotFoundException {
-        return cacheFilter(memoryCore.selectMemory(date));
-    }
-
-    private MemoryResult cacheFilter(MemoryResult memoryResult) {
-        //过滤掉与缓存重复的切片
-        CopyOnWriteArrayList<MemorySliceResult> memorySliceResult = memoryResult.getMemorySliceResult();
-        List<MemorySlice> relatedMemorySliceResult = memoryResult.getRelatedMemorySliceResult();
-        cacheCore.getDialogMap().forEach((k, v) -> {
-            memorySliceResult.removeIf(m -> m.getMemorySlice().getSummary().equals(v));
-            relatedMemorySliceResult.removeIf(m -> m.getSummary().equals(v));
-        });
-        return memoryResult;
-    }
-
-
-    @Coordinated(capability = "memory")
-    public void insertSlice(MemorySlice memorySlice, String topicPath) {
-        sliceInsertLock.lock();
-        List<String> topicPathList = Arrays.stream(topicPath.split("->")).toList();
-        try {
-            //检查是否存在当天对应的memorySlice并确定是否插入
-            //每日刷新缓存
-            cacheCore.checkCacheDate();
-            //如果topicPath在memorySliceCache中存在对应缓存，由于进行的插入操作，则需要移除该缓存，但不清除相关计数
-            cacheCore.clearCacheByTopicPath(topicPathList);
-            memoryCore.insertMemory(topicPathList, memorySlice);
-            if (!memorySlice.isPrivate()) {
-                cacheCore.updateUserDialogMap(memorySlice);
-            }
-        } catch (Exception e) {
-            log.error("[CoordinatedManager] 插入记忆时出错: ", e);
-            GlobalExceptionHandler.writeExceptionState(new GlobalException("插入记忆时出错: " + e.getLocalizedMessage()));
-        }
-        log.debug("[CoordinatedManager] 插入切片: {}, 路径: {}", memorySlice, topicPath);
-        sliceInsertLock.unlock();
-    }
-
-
-    private boolean isCacheSingleUser() {
-        return cacheCore.getUserDialogMap().size() <= 1;
-    }
-
-    @Coordinated(capability = "cognation")
-    public boolean isSingleUser() {
-        return isCacheSingleUser() && isChatMessagesSingleUser();
-    }
-
-    private boolean isChatMessagesSingleUser() {
-        Set<String> userIdSet = new HashSet<>();
-        cognationCore.getChatMessages().forEach(m -> {
-            if (m.getRole().equals(ChatConstant.Character.ASSISTANT)) {
-                return;
-            }
-            String userId = extractUserId(m.getContent());
-            if (userId == null || userId.isEmpty()) {
-                return;
-            }
-            userIdSet.add(userId);
-        });
-        return userIdSet.size() <= 1;
-    }
-
-
-}

Partner-Main/src/main/java/work/slhaf/partner/core/cognation/cognation/CognationCapability.java

@@ -1,51 +0,0 @@
-package work.slhaf.partner.core.cognation.cognation;
-
-import work.slhaf.partner.api.agent.factory.capability.annotation.Capability;
-import work.slhaf.partner.api.agent.factory.capability.annotation.CapabilityMethod;
-import work.slhaf.partner.api.agent.factory.capability.annotation.ToCoordinated;
-import work.slhaf.partner.api.chat.pojo.Message;
-import work.slhaf.partner.core.cognation.submodule.memory.pojo.EvaluatedSlice;
-
-import java.util.HashMap;
-import java.util.List;
-import java.util.concurrent.locks.Lock;
-
-@Capability("cognation")
-public interface CognationCapability {
-
-    @CapabilityMethod
-    List<Message> getChatMessages();
-
-    @CapabilityMethod
-    void setChatMessages(List<Message> chatMessages);
-
-    @CapabilityMethod
-    void cleanMessage(List<Message> messages);
-
-    @CapabilityMethod
-    void updateActivatedSlices(String userId, List<EvaluatedSlice> memorySlices);
-
-    @CapabilityMethod
-    String getActivatedSlicesStr(String userId);
-
-    @CapabilityMethod
-    HashMap<String, List<EvaluatedSlice>> getActivatedSlices();
-
-    @CapabilityMethod
-    void clearActivatedSlices(String userId);
-
-    @CapabilityMethod
-    boolean hasActivatedSlices(String userId);
-
-    @CapabilityMethod
-    int getActivatedSlicesSize(String userId);
-
-    @CapabilityMethod
-    List<EvaluatedSlice> getActivatedSlices(String userId);
-
-    @CapabilityMethod
-    Lock getMessageLock();
-
-    @ToCoordinated
-    boolean isSingleUser();
-}

Partner-Main/src/main/java/work/slhaf/partner/core/cognation/cognation/CognationCore.java

@@ -1,170 +0,0 @@
-package work.slhaf.partner.core.cognation.cognation;
-
-import lombok.Data;
-import lombok.EqualsAndHashCode;
-import lombok.extern.slf4j.Slf4j;
-import org.apache.commons.io.FileUtils;
-import work.slhaf.partner.api.agent.factory.capability.annotation.CapabilityCore;
-import work.slhaf.partner.api.chat.pojo.Message;
-import work.slhaf.partner.api.common.entity.PersistableObject;
-import work.slhaf.partner.core.cognation.cognation.pojo.ActiveData;
-import work.slhaf.partner.core.cognation.submodule.cache.CacheCore;
-import work.slhaf.partner.core.cognation.submodule.memory.MemoryCore;
-import work.slhaf.partner.core.cognation.submodule.memory.pojo.EvaluatedSlice;
-import work.slhaf.partner.core.cognation.submodule.perceive.PerceiveCore;
-
-import java.io.*;
-import java.nio.file.Files;
-import java.nio.file.Path;
-import java.nio.file.Paths;
-import java.nio.file.StandardCopyOption;
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.List;
-import java.util.concurrent.locks.ReentrantLock;
-
-@EqualsAndHashCode(callSuper = true)
-@Data
-@Slf4j
-@CapabilityCore(value = "cognation")
-public class CognationCore extends PersistableObject {
-
-    @Serial
-    private static final long serialVersionUID = 1L;
-
-    private static final String STORAGE_DIR = "./data/memory/";
-    private static volatile CognationCore cognationCore;
-
-    private MemoryCore memoryCore = new MemoryCore();
-    private CacheCore cacheCore = new CacheCore();
-    private PerceiveCore perceiveCore = new PerceiveCore();
-    private ReentrantLock messageLock = new ReentrantLock();
-    private ActiveData activeData;
-
-    /**
-     * 主模型的聊天记录
-     */
-    private List<Message> chatMessages = new ArrayList<>();
-
-    public CognationCore() throws IOException, ClassNotFoundException {
-        createStorageDirectory();
-        Path filePath = getFilePath("partner");
-        if (Files.exists(filePath)) {
-            setupData(this);
-        } else {
-            FileUtils.createParentDirectories(filePath.toFile().getParentFile());
-            connectCores(this);
-            this.serialize();
-        }
-        setupHook(this);
-        log.info("CognationCore注册完毕...");
-    }
-
-    private void connectCores(CognationCore temp) {
-        temp.setCacheCore(CacheCore.getInstance());
-        temp.setMemoryCore(MemoryCore.getInstance());
-        temp.setPerceiveCore(PerceiveCore.getInstance());
-    }
-
-    private void setupHook(CognationCore temp) {
-        Runtime.getRuntime().addShutdownHook(new Thread(() -> {
-            try {
-                temp.serialize();
-                log.info("[CognationCore] CognationCore已保存");
-            } catch (IOException e) {
-                log.error("[CognationCore] CognationCore保存失败: ", e);
-            }
-        }));
-
-    }
-
-    private void setupData(CognationCore temp) throws IOException, ClassNotFoundException {
-        CognationCore deserialize = deserialize();
-        temp.activeData = deserialize.activeData;
-        temp.memoryCore = deserialize.memoryCore;
-        temp.cacheCore = deserialize.cacheCore;
-        temp.perceiveCore = deserialize.perceiveCore;
-        temp.chatMessages = deserialize.chatMessages;
-    }
-
-
-    public static CognationCore getInstance() {
-        return cognationCore;
-    }
-
-    public void serialize() throws IOException {
-        //先写入到临时文件，如果正常写入则覆盖原文件
-        Path filePath = getFilePath("partner-temp");
-        Files.createDirectories(Path.of(STORAGE_DIR));
-        try {
-            ObjectOutputStream oos = new ObjectOutputStream(new FileOutputStream(filePath.toFile()));
-            oos.writeObject(this);
-            oos.close();
-            Path path = getFilePath("partner");
-            Files.move(filePath, path, StandardCopyOption.REPLACE_EXISTING);
-            log.info("CognationCore 已保存到: {}", path);
-        } catch (IOException e) {
-            Files.delete(filePath);
-            log.error("序列化保存失败: {}", e.getMessage());
-        }
-    }
-
-    private static CognationCore deserialize() throws IOException, ClassNotFoundException {
-        Path filePath = getFilePath("partner");
-        try (ObjectInputStream ois = new ObjectInputStream(
-                new FileInputStream(filePath.toFile()))) {
-            CognationCore graph = (CognationCore) ois.readObject();
-            log.info("CognationCore 已从文件加载: {}", filePath);
-            return graph;
-        }
-    }
-
-    private static Path getFilePath(String s) {
-        return Paths.get(STORAGE_DIR, s + ".memory");
-    }
-
-    private static void createStorageDirectory() {
-        try {
-            Files.createDirectories(Paths.get(STORAGE_DIR));
-        } catch (IOException e) {
-            System.err.println("创建存储目录失败: " + e.getMessage());
-        }
-    }
-
-    public void cleanMessage(List<Message> messages) {
-        messageLock.lock();
-        this.getChatMessages().removeAll(messages);
-        messageLock.unlock();
-
-    }
-
-    public void updateActivatedSlices(String userId, List<EvaluatedSlice> memorySlices) {
-        activeData.updateActivatedSlices(userId, memorySlices);
-        log.debug("[CoordinatedManager] 已更新激活切片, userId: {}", userId);
-    }
-
-    public String getActivatedSlicesStr(String userId) {
-        return activeData.getActivatedSlicesStr(userId);
-    }
-
-    public HashMap<String, List<EvaluatedSlice>> getActivatedSlices() {
-        return activeData.getActivatedSlices();
-    }
-
-    public void clearActivatedSlices(String userId) {
-        activeData.clearActivatedSlices(userId);
-    }
-
-    public boolean hasActivatedSlices(String userId) {
-        return activeData.hasActivatedSlices(userId);
-    }
-
-    public int getActivatedSlicesSize(String userId) {
-        return activeData.getActivatedSlices().get(userId).size();
-    }
-
-    public List<EvaluatedSlice> getActivatedSlices(String userId) {
-        return activeData.getActivatedSlices().get(userId);
-    }
-}
-

Partner-Main/src/main/java/work/slhaf/partner/core/cognation/cognation/pojo/ActiveData.java

@@ -1,38 +0,0 @@
-package work.slhaf.partner.core.cognation.cognation.pojo;
-
-import lombok.Data;
-import work.slhaf.partner.core.cognation.submodule.memory.pojo.EvaluatedSlice;
-
-import java.util.HashMap;
-import java.util.List;
-
-@Data
-public class ActiveData {
-    private HashMap<String, List<EvaluatedSlice>> activatedSlices;
-
-    public void updateActivatedSlices(String userId, List<EvaluatedSlice> memorySlices) {
-        activatedSlices.put(userId, memorySlices);
-    }
-
-    public String getActivatedSlicesStr(String userId) {
-        if (activatedSlices.containsKey(userId)) {
-            StringBuilder str = new StringBuilder();
-            activatedSlices.get(userId).forEach(slice -> str.append("\n\n").append("[").append(slice.getDate()).append("]\n")
-                    .append(slice.getSummary()));
-            return str.toString();
-        } else {
-            return null;
-        }
-    }
-
-    public void clearActivatedSlices(String userId) {
-        activatedSlices.remove(userId);
-    }
-
-    public boolean hasActivatedSlices(String userId) {
-        if (!activatedSlices.containsKey(userId)){
-            return false;
-        }
-        return !activatedSlices.get(userId).isEmpty();
-    }
-}

Partner-Main/src/main/java/work/slhaf/partner/core/cognation/exception/UserNotExistsException.java

@@ -1,4 +1,4 @@
-package work.slhaf.partner.core.cognation.cognation.exception;
+package work.slhaf.partner.core.cognation.exception;
 
 public class UserNotExistsException extends RuntimeException {
     public UserNotExistsException(String message) {

Partner-Main/src/main/java/work/slhaf/partner/core/cognation/submodule/cache/CacheCapability.java

@@ -1,16 +0,0 @@
-package work.slhaf.partner.core.cognation.submodule.cache;
-
-import work.slhaf.partner.api.agent.factory.capability.annotation.Capability;
-
-import java.time.LocalDateTime;
-import java.util.HashMap;
-import java.util.concurrent.ConcurrentHashMap;
-
-@Capability(value = "cache")
-public interface CacheCapability {
-    HashMap<LocalDateTime, String> getDialogMap();
-    ConcurrentHashMap<LocalDateTime, String> getUserDialogMap(String userId);
-    void updateDialogMap(LocalDateTime dateTime, String newDialogCache);
-    String getDialogMapStr();
-    String getUserDialogMapStr(String userId);
-}

Partner-Main/src/main/java/work/slhaf/partner/core/cognation/submodule/cache/CacheCore.java

@@ -1,182 +0,0 @@
-package work.slhaf.partner.core.cognation.submodule.cache;
-
-import lombok.EqualsAndHashCode;
-import lombok.Getter;
-import lombok.extern.slf4j.Slf4j;
-import work.slhaf.partner.api.agent.factory.capability.annotation.CapabilityCore;
-import work.slhaf.partner.api.agent.factory.capability.annotation.CapabilityMethod;
-import work.slhaf.partner.api.common.entity.PersistableObject;
-import work.slhaf.partner.core.cognation.common.pojo.MemoryResult;
-import work.slhaf.partner.core.cognation.submodule.memory.pojo.MemorySlice;
-
-import java.io.Serial;
-import java.time.LocalDate;
-import java.time.LocalDateTime;
-import java.util.*;
-import java.util.concurrent.ConcurrentHashMap;
-
-@EqualsAndHashCode(callSuper = true)
-@Slf4j
-@CapabilityCore(value = "cache")
-@Getter
-public class CacheCore extends PersistableObject {
-
-    @Serial
-    private static final long serialVersionUID = 1L;
-    public static volatile CacheCore cacheCore;
-
-    /**
-     * 近两日的对话总结缓存, 用于为大模型提供必要的记忆补充, hashmap以切片的存储时间为键，总结为值
-     * 该部分作为'主LLM'system prompt常驻
-     * 该部分作为近两日的整体对话缓存, 不区分用户
-     */
-    private HashMap<LocalDateTime, String> dialogMap = new HashMap<>();
-
-    /**
-     * 近两日的区分用户的对话总结缓存，在prompt结构上比dialogMap层级深一层, dialogMap更具近两日整体对话的摘要性质
-     */
-    private ConcurrentHashMap<String/*userId*/, ConcurrentHashMap<LocalDateTime, String>> userDialogMap = new ConcurrentHashMap<>();
-
-    /**
-     * memorySliceCache计数器，每日清空
-     */
-    private ConcurrentHashMap<List<String> /*触发查询的主题列表*/, Integer> memoryNodeCacheCounter = new ConcurrentHashMap<>();
-
-    /**
-     * 记忆切片缓存，每日清空
-     * 用于记录作为终点节点调用次数最多的记忆节点的切片数据
-     */
-    private ConcurrentHashMap<List<String> /*主题路径*/, MemoryResult /*切片列表*/> memorySliceCache = new ConcurrentHashMap<>();
-
-    /**
-     * 缓存日期
-     */
-    private LocalDate cacheDate;
-
-    /**
-     * 已被选中的切片时间戳集合，需要及时清理
-     */
-    private Set<Long> selectedSlices = new HashSet<>();
-
-    public CacheCore() {
-        cacheCore = this;
-    }
-
-    public static CacheCore getInstance(){
-        return cacheCore;
-    }
-
-    @CapabilityMethod
-    public void updateDialogMap(LocalDateTime dateTime, String newDialogCache) {
-        List<LocalDateTime> keysToRemove = new ArrayList<>();
-        dialogMap.forEach((k, v) -> {
-            if (dateTime.minusDays(2).isAfter(k)) {
-                keysToRemove.add(k);
-            }
-        });
-        for (LocalDateTime temp : keysToRemove) {
-            dialogMap.remove(temp);
-        }
-        keysToRemove.clear();
-        //放入新缓存
-        dialogMap.put(dateTime, newDialogCache);
-    }
-
-    @CapabilityMethod
-    public HashMap<LocalDateTime, String> getDialogMap(){
-        return dialogMap;
-    }
-
-    @CapabilityMethod
-    public ConcurrentHashMap<LocalDateTime, String> getUserDialogMap(String userId) {
-        return this.getUserDialogMap().get(userId);
-    }
-
-    @CapabilityMethod
-    public String getDialogMapStr() {
-        StringBuilder str = new StringBuilder();
-        this.getDialogMap().forEach((dateTime, dialog) -> str.append("\n\n").append("[").append(dateTime).append("]\n")
-                .append(dialog));
-        return str.toString();
-    }
-
-    @CapabilityMethod
-    public String getUserDialogMapStr(String userId) {
-        if (this.getUserDialogMap().containsKey(userId)) {
-            StringBuilder str = new StringBuilder();
-            Collection<String> dialogMapValues = this.getDialogMap().values();
-            this.getUserDialogMap().get(userId).forEach((dateTime, dialog) -> {
-                if (dialogMapValues.contains(dialog)) {
-                    return;
-                }
-                str.append("\n\n").append("[").append(dateTime).append("]\n")
-                        .append(dialog);
-            });
-            return str.toString();
-        } else {
-            return null;
-        }
-    }
-
-    public void updateCacheCounter(List<String> topicPath) {
-        if (memoryNodeCacheCounter.containsKey(topicPath)) {
-            Integer tempCount = memoryNodeCacheCounter.get(topicPath);
-            memoryNodeCacheCounter.put(topicPath, ++tempCount);
-        } else {
-            memoryNodeCacheCounter.put(topicPath, 1);
-        }
-    }
-
-    public void checkCacheDate() {
-        if (cacheDate == null || cacheDate.isBefore(LocalDate.now())) {
-            memorySliceCache.clear();
-            memoryNodeCacheCounter.clear();
-            cacheDate = LocalDate.now();
-        }
-    }
-
-    public void updateCache(List<String> topicPath, MemoryResult memoryResult) {
-        Integer tempCount = memoryNodeCacheCounter.get(topicPath);
-        if (tempCount == null) {
-            log.warn("[CacheCore] tempCount为null? memoryNodeCacheCounter: {}; topicPath: {}", memoryNodeCacheCounter, topicPath);
-            return;
-        }
-        if (tempCount >= 5) {
-            memorySliceCache.put(topicPath, memoryResult);
-        }
-    }
-
-    public void updateUserDialogMap(MemorySlice slice) {
-        String summary = slice.getSummary();
-        LocalDateTime now = LocalDateTime.now();
-
-        //更新userDialogMap
-        //移除两天前上下文缓存(切片总结)
-        List<LocalDateTime> keysToRemove = new ArrayList<>();
-        userDialogMap.forEach((k, v) -> v.forEach((i, j) -> {
-            if (now.minusDays(2).isAfter(i)) {
-                keysToRemove.add(i);
-            }
-        }));
-        for (LocalDateTime dateTime : keysToRemove) {
-            userDialogMap.forEach((k, v) -> v.remove(dateTime));
-        }
-        //放入新缓存
-        userDialogMap
-                .computeIfAbsent(slice.getStartUserId(), k -> new ConcurrentHashMap<>())
-                .merge(now, summary, (oldVal, newVal) -> oldVal + " " + newVal);
-
-    }
-
-    public void clearCacheByTopicPath(List<String> topicPath) {
-        memorySliceCache.remove(topicPath);
-    }
-
-    public MemoryResult selectCache(List<String> path) {
-        if (memorySliceCache.containsKey(path)) {
-            return memorySliceCache.get(path);
-        }
-        return null;
-    }
-
-}

Partner-Main/src/main/java/work/slhaf/partner/core/cognation/submodule/dispatch/DispatchCapability.java

@@ -1,4 +0,0 @@
-package work.slhaf.partner.core.cognation.submodule.dispatch;
-
-public interface DispatchCapability {
-}

Partner-Main/src/main/java/work/slhaf/partner/core/cognation/submodule/dispatch/DispatchCore.java

@@ -1,32 +0,0 @@
-package work.slhaf.partner.core.cognation.submodule.dispatch;
-
-import work.slhaf.partner.api.common.entity.PersistableObject;
-import work.slhaf.partner.core.cognation.submodule.dispatch.pojo.DispatchData;
-
-import java.io.Serial;
-
-public class DispatchCore extends PersistableObject {
-
-    @Serial
-    private static final long serialVersionUID = 1L;
-    public static volatile DispatchCore dispatchCore;
-
-    public static DispatchCore getInstance() {
-        if (dispatchCore == null) {
-            synchronized (DispatchCore.class) {
-                if (dispatchCore == null) {
-                    dispatchCore = new DispatchCore();
-                }
-            }
-        }
-        return dispatchCore;
-    }
-
-    public void dispatch(DispatchData dispatchData){
-
-    }
-
-    public void listDispatchData(){
-
-    }
-}

Partner-Main/src/main/java/work/slhaf/partner/core/cognation/submodule/dispatch/pojo/DispatchData.java

@@ -1,15 +0,0 @@
-package work.slhaf.partner.core.cognation.submodule.dispatch.pojo;
-
-import lombok.Data;
-
-import java.time.LocalDateTime;
-
-@Data
-public class DispatchData {
-    private LocalDateTime dateTime;
-    private String userId;
-    private String comment;
-
-    //TODO 替换为<执行器>或者<插件>
-    private String executor;
-}

Partner-Main/src/main/java/work/slhaf/partner/core/cognation/submodule/memory/MemoryCapability.java

@@ -1,25 +0,0 @@
-package work.slhaf.partner.core.cognation.submodule.memory;
-
-import work.slhaf.partner.api.agent.factory.capability.annotation.Capability;
-import work.slhaf.partner.api.agent.factory.capability.annotation.ToCoordinated;
-import work.slhaf.partner.core.cognation.common.pojo.MemoryResult;
-import work.slhaf.partner.core.cognation.submodule.memory.pojo.MemorySlice;
-
-import java.io.IOException;
-import java.time.LocalDate;
-
-@Capability(value = "memory")
-public interface MemoryCapability {
-
-    void cleanSelectedSliceFilter();
-    String getTopicTree();
-
-    @ToCoordinated
-    MemoryResult selectMemory(String topicPathStr);
-
-    @ToCoordinated
-    MemoryResult selectMemory(LocalDate date) throws IOException, ClassNotFoundException;
-
-    @ToCoordinated
-    void insertSlice(MemorySlice memorySlice, String topicPath);
-}

Partner-Main/src/main/java/work/slhaf/partner/core/interaction/agent_interface/InputReceiver.java

@@ -1,11 +0,0 @@
-package work.slhaf.partner.core.interaction.agent_interface;
-
-
-import work.slhaf.partner.core.interaction.data.InteractionInputData;
-
-import java.io.IOException;
-
-public interface InputReceiver {
-
-    void receiveInput(InteractionInputData inputData) throws IOException, ClassNotFoundException;
-}

Partner-Main/src/main/java/work/slhaf/partner/core/interaction/agent_interface/TaskCallback.java

@@ -1,5 +0,0 @@
-package work.slhaf.partner.core.interaction.agent_interface;
-
-public interface TaskCallback {
-    void onTaskFinished(String userInfo,String output);
-}

Partner-Main/src/main/java/work/slhaf/partner/core/interaction/data/InteractionInputData.java

@@ -1,15 +0,0 @@
-package work.slhaf.partner.core.interaction.data;
-
-import lombok.Data;
-
-import java.time.LocalDateTime;
-
-@Data
-public class InteractionInputData {
-    private String userInfo;
-    private String userNickName;
-    private String content;
-    private LocalDateTime localDateTime;
-    private String platform;
-    private boolean single;
-}

Partner-Main/src/main/java/work/slhaf/partner/core/interaction/data/InteractionOutputData.java

@@ -1,11 +0,0 @@
-package work.slhaf.partner.core.interaction.data;
-
-import lombok.AllArgsConstructor;
-import lombok.Data;
-
-@Data
-@AllArgsConstructor
-public class InteractionOutputData {
-    private String content;
-    private String userInfo;
-}

Partner-Main/src/main/java/work/slhaf/partner/core/interaction/module/InteractionFlow.java

@@ -1,9 +0,0 @@
-package work.slhaf.partner.core.interaction.module;
-
-import work.slhaf.partner.core.interaction.data.context.InteractionContext;
-
-import java.io.IOException;
-
-public interface InteractionFlow {
-    void execute(InteractionContext context) throws IOException, ClassNotFoundException;
-}

Partner-Main/src/main/java/work/slhaf/partner/core/interaction/module/InteractionModulesLoader.java

@@ -1,60 +0,0 @@
-package work.slhaf.partner.core.interaction.module;
-
-import work.slhaf.partner.common.config.Config;
-import work.slhaf.partner.common.config.ModuleConfig;
-
-import java.io.File;
-import java.io.IOException;
-import java.lang.reflect.InvocationTargetException;
-import java.net.URL;
-import java.net.URLClassLoader;
-import java.util.ArrayList;
-import java.util.List;
-
-public class InteractionModulesLoader {
-
-    private static InteractionModulesLoader interactionModulesLoader;
-
-    public static InteractionModulesLoader getInstance(){
-        if (interactionModulesLoader == null) {
-            interactionModulesLoader = new InteractionModulesLoader();
-        }
-        return interactionModulesLoader;
-    }
-
-    public List<InteractionFlow> registerInteractionModules() throws IOException {
-        List<InteractionFlow> moduleList = new ArrayList<>();
-        List<ModuleConfig> moduleConfigList = Config.getConfig().getModuleConfigList();
-        for (ModuleConfig moduleConfig : moduleConfigList) {
-            if (ModuleConfig.Constant.INTERNAL.equals(moduleConfig.getType())) {
-                moduleList.add(loadInternalModule(moduleConfig.getClassName()));
-            } else if (ModuleConfig.Constant.EXTERNAL.equals(moduleConfig.getType())) {
-                moduleList.add(loadExternalModule(moduleConfig.getClassName(),moduleConfig.getPath()));
-            }
-        }
-        return moduleList;
-    }
-
-    private InteractionFlow loadExternalModule(String className, String path) {
-        try {
-            URL jarUrl = new File(path).toURI().toURL();
-            URLClassLoader loader = new URLClassLoader(new URL[]{jarUrl}, this.getClass().getClassLoader());
-
-            Class<?> clazz = loader.loadClass(className);
-            loader.close();
-            return (InteractionFlow) clazz.getMethod("getInstance").invoke(null);
-        } catch (ClassNotFoundException | InvocationTargetException | IllegalAccessException |
-                 NoSuchMethodException | IOException e) {
-            throw new RuntimeException("Fail to load internal module: " + className ,e);
-        }
-    }
-
-    private static InteractionFlow loadInternalModule(String className) {
-        try {
-            Class<?> clazz = Class.forName(className);
-            return (InteractionFlow) clazz.getMethod("getInstance").invoke(null);
-        } catch (ClassNotFoundException | InvocationTargetException | IllegalAccessException | NoSuchMethodException e) {
-            throw new RuntimeException("Fail to load internal module: " + className,e);
-        }
-    }
-}

Partner-Main/src/main/java/work/slhaf/partner/core/memory/MemoryCapability.java

@@ -0,0 +1,52 @@
+package work.slhaf.partner.core.memory;
+
+import work.slhaf.partner.api.agent.factory.capability.annotation.Capability;
+import work.slhaf.partner.core.memory.pojo.EvaluatedSlice;
+import work.slhaf.partner.core.memory.pojo.MemoryResult;
+import work.slhaf.partner.core.memory.pojo.MemorySlice;
+
+import java.io.IOException;
+import java.time.LocalDate;
+import java.time.LocalDateTime;
+import java.util.HashMap;
+import java.util.List;
+import java.util.concurrent.ConcurrentHashMap;
+
+@Capability(value = "memory")
+public interface MemoryCapability {
+
+    void cleanSelectedSliceFilter();
+
+    String getTopicTree();
+
+    HashMap<LocalDateTime, String> getDialogMap();
+
+    ConcurrentHashMap<LocalDateTime, String> getUserDialogMap(String userId);
+
+    void updateDialogMap(LocalDateTime dateTime, String newDialogCache);
+
+    String getDialogMapStr();
+
+    String getUserDialogMapStr(String userId);
+
+    void updateActivatedSlices(String userId, List<EvaluatedSlice> memorySlices);
+
+    String getActivatedSlicesStr(String userId);
+
+    HashMap<String, List<EvaluatedSlice>> getActivatedSlices();
+
+    void clearActivatedSlices(String userId);
+
+    boolean hasActivatedSlices(String userId);
+
+    int getActivatedSlicesSize(String userId);
+
+    List<EvaluatedSlice> getActivatedSlices(String userId);
+
+    MemoryResult selectMemory(String topicPathStr);
+
+    MemoryResult selectMemory(LocalDate date) throws IOException, ClassNotFoundException;
+
+    void insertSlice(MemorySlice memorySlice, String topicPath);
+
+}

Partner-Main/src/main/java/work/slhaf/partner/core/memory/MemoryCore.java

@@ -1,33 +1,40 @@
-package work.slhaf.partner.core.cognation.submodule.memory;
+package work.slhaf.partner.core.memory;
 
-import lombok.Data;
 import lombok.EqualsAndHashCode;
+import lombok.Getter;
+import lombok.Setter;
+import lombok.extern.slf4j.Slf4j;
 import work.slhaf.partner.api.agent.factory.capability.annotation.CapabilityCore;
 import work.slhaf.partner.api.agent.factory.capability.annotation.CapabilityMethod;
-import work.slhaf.partner.api.common.entity.PersistableObject;
+import work.slhaf.partner.core.PartnerCore;
-import work.slhaf.partner.core.cognation.common.pojo.MemoryResult;
+import work.slhaf.partner.core.memory.exception.UnExistedDateIndexException;
-import work.slhaf.partner.core.cognation.common.pojo.MemorySliceResult;
+import work.slhaf.partner.core.memory.exception.UnExistedTopicException;
-import work.slhaf.partner.core.cognation.submodule.memory.exception.UnExistedDateIndexException;
+import work.slhaf.partner.core.memory.pojo.EvaluatedSlice;
-import work.slhaf.partner.core.cognation.submodule.memory.exception.UnExistedTopicException;
+import work.slhaf.partner.core.memory.pojo.MemoryResult;
-import work.slhaf.partner.core.cognation.submodule.memory.pojo.MemorySlice;
+import work.slhaf.partner.core.memory.pojo.MemorySlice;
-import work.slhaf.partner.core.cognation.submodule.memory.pojo.node.MemoryNode;
+import work.slhaf.partner.core.memory.pojo.MemorySliceResult;
-import work.slhaf.partner.core.cognation.submodule.memory.pojo.node.TopicNode;
+import work.slhaf.partner.core.memory.pojo.node.MemoryNode;
+import work.slhaf.partner.core.memory.pojo.node.TopicNode;
 
 import java.io.IOException;
 import java.io.Serial;
 import java.time.LocalDate;
+import java.time.LocalDateTime;
 import java.util.*;
 import java.util.concurrent.ConcurrentHashMap;
 import java.util.concurrent.CopyOnWriteArrayList;
+import java.util.concurrent.locks.Lock;
+import java.util.concurrent.locks.ReentrantLock;
 
 @EqualsAndHashCode(callSuper = true)
-@Data
 @CapabilityCore(value = "memory")
-public class MemoryCore extends PersistableObject {
+@Getter
+@Setter
+@Slf4j
+public class MemoryCore extends PartnerCore<MemoryCore> {
 
     @Serial
     private static final long serialVersionUID = 1L;
-    public static MemoryCore memoryCore;
 
     /**
      * key: 根主题名称  value: 根主题节点
@@ -55,16 +62,17 @@ public class MemoryCore extends PersistableObject {
      */
     private Set<Long> selectedSlices = new HashSet<>();
 
-    private HashMap<String,List<String>> userIndex = new HashMap<>();
+    private HashMap<String, List<String>> userIndex = new HashMap<>();
 
-    public MemoryCore(){
+    private MemoryCache cache = new MemoryCache();
-        memoryCore = this;
+
+    private final Lock sliceInsertLock = new ReentrantLock();
+
+    public MemoryCore() throws IOException, ClassNotFoundException {
     }
 
-    public static MemoryCore getInstance() {
-        return memoryCore;
-    }
 
+    @CapabilityMethod
     public MemoryResult selectMemory(LocalDate date) throws IOException, ClassNotFoundException {
         MemoryResult memoryResult = new MemoryResult();
         CopyOnWriteArrayList<MemorySliceResult> targetSliceList = new CopyOnWriteArrayList<>();
@@ -82,8 +90,176 @@ public class MemoryCore extends PersistableObject {
             }
         }
         memoryResult.setMemorySliceResult(targetSliceList);
+        return cacheFilter(memoryResult);
+    }
+
+    @CapabilityMethod
+    public void insertSlice(MemorySlice memorySlice, String topicPath) {
+        sliceInsertLock.lock();
+        List<String> topicPathList = Arrays.stream(topicPath.split("->")).toList();
+        try {
+            //检查是否存在当天对应的memorySlice并确定是否插入
+            //每日刷新缓存
+            checkCacheDate();
+            //如果topicPath在memorySliceCache中存在对应缓存，由于进行的插入操作，则需要移除该缓存，但不清除相关计数
+            clearCacheByTopicPath(topicPathList);
+            insertMemory(topicPathList, memorySlice);
+            if (!memorySlice.isPrivate()) {
+                updateUserDialogMap(memorySlice);
+            }
+        } catch (Exception e) {
+            log.error("[CoordinatedManager] 插入记忆时出错: ", e);
+        }
+        log.debug("[CoordinatedManager] 插入切片: {}, 路径: {}", memorySlice, topicPath);
+        sliceInsertLock.unlock();
+    }
+
+    @CapabilityMethod
+    public String getTopicTree() {
+        StringBuilder stringBuilder = new StringBuilder();
+        for (Map.Entry<String, TopicNode> entry : topicNodes.entrySet()) {
+            String rootName = entry.getKey();
+            TopicNode rootNode = entry.getValue();
+            stringBuilder.append(rootName).append("[root]").append("\r\n");
+            printSubTopicsTreeFormat(rootNode, "", stringBuilder);
+        }
+        return stringBuilder.toString();
+    }
+
+    @CapabilityMethod
+    public void updateDialogMap(LocalDateTime dateTime, String newDialogCache) {
+        List<LocalDateTime> keysToRemove = new ArrayList<>();
+        HashMap<LocalDateTime, String> dialogMap = cache.dialogMap;
+        dialogMap.forEach((k, v) -> {
+            if (dateTime.minusDays(2).isAfter(k)) {
+                keysToRemove.add(k);
+            }
+        });
+        for (LocalDateTime temp : keysToRemove) {
+            dialogMap.remove(temp);
+        }
+        keysToRemove.clear();
+        //放入新缓存
+        dialogMap.put(dateTime, newDialogCache);
+    }
+
+    @CapabilityMethod
+    public HashMap<LocalDateTime, String> getDialogMap() {
+        return cache.dialogMap;
+    }
+
+    @CapabilityMethod
+    public ConcurrentHashMap<LocalDateTime, String> getUserDialogMap(String userId) {
+        return cache.userDialogMap.get(userId);
+    }
+
+    @CapabilityMethod
+    public String getDialogMapStr() {
+        StringBuilder str = new StringBuilder();
+        this.getDialogMap().forEach((dateTime, dialog) -> str.append("\n\n").append("[").append(dateTime).append("]\n")
+                .append(dialog));
+        return str.toString();
+    }
+
+    @CapabilityMethod
+    public String getUserDialogMapStr(String userId) {
+        ConcurrentHashMap<String, ConcurrentHashMap<LocalDateTime, String>> userDialogMap = cache.userDialogMap;
+        if (userDialogMap.containsKey(userId)) {
+            StringBuilder str = new StringBuilder();
+            Collection<String> dialogMapValues = this.getDialogMap().values();
+            userDialogMap.get(userId).forEach((dateTime, dialog) -> {
+                if (dialogMapValues.contains(dialog)) {
+                    return;
+                }
+                str.append("\n\n").append("[").append(dateTime).append("]\n")
+                        .append(dialog);
+            });
+            return str.toString();
+        } else {
+            return null;
+        }
+    }
+
+    @CapabilityMethod
+    public MemoryResult selectMemory(String topicPathStr) {
+        MemoryResult memoryResult;
+        List<String> topicPath = List.of(topicPathStr.split("->"));
+        try {
+            List<String> path = new ArrayList<>(topicPath);
+            //每日刷新缓存
+            checkCacheDate();
+            //检测缓存并更新计数, 查看是否需要放入缓存
+            updateCacheCounter(path);
+            //查看是否存在缓存，如果存在，则直接返回
+            if ((memoryResult = selectCache(path)) != null) {
                 return memoryResult;
             }
+            memoryResult = selectMemory(path);
+            //尝试更新缓存
+            updateCache(topicPath, memoryResult);
+        } catch (Exception e) {
+            log.error("[CoordinatedManager] selectMemory error: ", e);
+            log.error("[CoordinatedManager] 路径: {}", topicPathStr);
+            log.error("[CoordinatedManager] 主题树: {}", getTopicTree());
+            memoryResult = new MemoryResult();
+            memoryResult.setRelatedMemorySliceResult(new ArrayList<>());
+            memoryResult.setMemorySliceResult(new CopyOnWriteArrayList<>());
+        }
+        return cacheFilter(memoryResult);
+    }
+
+    @CapabilityMethod
+    public void updateActivatedSlices(String userId, List<EvaluatedSlice> memorySlices) {
+        cache.activatedSlices.put(userId, memorySlices);
+        log.debug("[CoordinatedManager] 已更新激活切片, userId: {}", userId);
+    }
+
+    @CapabilityMethod
+    public String getActivatedSlicesStr(String userId) {
+        HashMap<String, List<EvaluatedSlice>> activatedSlices = cache.activatedSlices;
+        if (activatedSlices.containsKey(userId)) {
+            StringBuilder str = new StringBuilder();
+            activatedSlices.get(userId).forEach(slice -> str.append("\n\n").append("[").append(slice.getDate()).append("]\n")
+                    .append(slice.getSummary()));
+            return str.toString();
+        } else {
+            return null;
+        }
+    }
+
+    @CapabilityMethod
+    public HashMap<String, List<EvaluatedSlice>> getActivatedSlices() {
+        return cache.activatedSlices;
+    }
+
+    @CapabilityMethod
+    public void clearActivatedSlices(String userId) {
+        cache.activatedSlices.remove(userId);
+    }
+
+    @CapabilityMethod
+    public boolean hasActivatedSlices(String userId) {
+        HashMap<String, List<EvaluatedSlice>> activatedSlices = cache.activatedSlices;
+        if (!activatedSlices.containsKey(userId)) {
+            return false;
+        }
+        return !activatedSlices.get(userId).isEmpty();
+    }
+
+    @CapabilityMethod
+    public int getActivatedSlicesSize(String userId) {
+        return cache.activatedSlices.get(userId).size();
+    }
+
+    @CapabilityMethod
+    public List<EvaluatedSlice> getActivatedSlices(String userId) {
+        return cache.activatedSlices.get(userId);
+    }
+
+    @CapabilityMethod
+    public void cleanSelectedSliceFilter() {
+        this.selectedSlices.clear();
+    }
 
     private List<List<MemorySlice>> loadSlicesByDate(LocalDate date) throws IOException, ClassNotFoundException {
         if (!dateIndex.containsKey(date)) {
@@ -98,18 +274,6 @@ public class MemoryCore extends PersistableObject {
         return list;
     }
 
-    @CapabilityMethod
-    public String getTopicTree() {
-        StringBuilder stringBuilder = new StringBuilder();
-        for (Map.Entry<String, TopicNode> entry : topicNodes.entrySet()) {
-            String rootName = entry.getKey();
-            TopicNode rootNode = entry.getValue();
-            stringBuilder.append(rootName).append("[root]").append("\r\n");
-            printSubTopicsTreeFormat(rootNode, "", stringBuilder);
-        }
-        return stringBuilder.toString();
-    }
-
     private void printSubTopicsTreeFormat(TopicNode node, String prefix, StringBuilder stringBuilder) {
         if (node.getTopicNodes() == null || node.getTopicNodes().isEmpty()) return;
 
@@ -122,7 +286,7 @@ public class MemoryCore extends PersistableObject {
         }
     }
 
-    public void insertMemory(List<String> topicPath, MemorySlice slice) throws IOException, ClassNotFoundException {
+    private void insertMemory(List<String> topicPath, MemorySlice slice) throws IOException, ClassNotFoundException {
         LocalDate now = LocalDate.now();
         boolean hasSlice = false;
         MemoryNode node = null;
@@ -303,8 +467,6 @@ public class MemoryCore extends PersistableObject {
         }
     }
 
-
-
     private TopicNode getTargetParentNode(List<String> topicPath, String targetTopic) {
         String topTopic = topicPath.getFirst();
         if (!existedTopics.containsKey(topTopic)) {
@@ -326,8 +488,126 @@ public class MemoryCore extends PersistableObject {
         return targetParentNode;
     }
 
-    @CapabilityMethod
+    public void updateCacheCounter(List<String> topicPath) {
-    public void cleanSelectedSliceFilter() {
+        ConcurrentHashMap<List<String>, Integer> memoryNodeCacheCounter = cache.memoryNodeCacheCounter;
-        this.getSelectedSlices().clear();
+        if (memoryNodeCacheCounter.containsKey(topicPath)) {
+            Integer tempCount = memoryNodeCacheCounter.get(topicPath);
+            memoryNodeCacheCounter.put(topicPath, ++tempCount);
+        } else {
+            memoryNodeCacheCounter.put(topicPath, 1);
+        }
+    }
+
+    private void checkCacheDate() {
+        if (cache.cacheDate == null || cache.cacheDate.isBefore(LocalDate.now())) {
+            cache.memorySliceCache.clear();
+            cache.memoryNodeCacheCounter.clear();
+            cache.cacheDate = LocalDate.now();
+        }
+    }
+
+    private void updateCache(List<String> topicPath, MemoryResult memoryResult) {
+        ConcurrentHashMap<List<String>, Integer> memoryNodeCacheCounter = cache.memoryNodeCacheCounter;
+        Integer tempCount = memoryNodeCacheCounter.get(topicPath);
+        if (tempCount == null) {
+            log.warn("[CacheCore] tempCount为null? memoryNodeCacheCounter: {}; topicPath: {}", memoryNodeCacheCounter, topicPath);
+            return;
+        }
+        if (tempCount >= 5) {
+            cache.memorySliceCache.put(topicPath, memoryResult);
+        }
+    }
+
+    private void updateUserDialogMap(MemorySlice slice) {
+        String summary = slice.getSummary();
+        LocalDateTime now = LocalDateTime.now();
+        ConcurrentHashMap<String, ConcurrentHashMap<LocalDateTime, String>> userDialogMap = cache.userDialogMap;
+
+        //更新userDialogMap
+        //移除两天前上下文缓存(切片总结)
+        List<LocalDateTime> keysToRemove = new ArrayList<>();
+        userDialogMap.forEach((k, v) -> v.forEach((i, j) -> {
+            if (now.minusDays(2).isAfter(i)) {
+                keysToRemove.add(i);
+            }
+        }));
+        for (LocalDateTime dateTime : keysToRemove) {
+            userDialogMap.forEach((k, v) -> v.remove(dateTime));
+        }
+        //放入新缓存
+        userDialogMap
+                .computeIfAbsent(slice.getStartUserId(), k -> new ConcurrentHashMap<>())
+                .merge(now, summary, (oldVal, newVal) -> oldVal + " " + newVal);
+
+    }
+
+    private void clearCacheByTopicPath(List<String> topicPath) {
+        cache.memorySliceCache.remove(topicPath);
+    }
+
+    private MemoryResult selectCache(List<String> path) {
+        ConcurrentHashMap<List<String>, MemoryResult> memorySliceCache = cache.memorySliceCache;
+        if (memorySliceCache.containsKey(path)) {
+            return memorySliceCache.get(path);
+        }
+        return null;
+    }
+
+    @Override
+    protected String getCoreKey() {
+        return "memory-core";
+    }
+
+    public ConcurrentHashMap<String, ConcurrentHashMap<LocalDateTime, String>> getUserDialogMap() {
+        return cache.userDialogMap;
+    }
+
+
+    private MemoryResult cacheFilter(MemoryResult memoryResult) {
+        //过滤掉与缓存重复的切片
+        CopyOnWriteArrayList<MemorySliceResult> memorySliceResult = memoryResult.getMemorySliceResult();
+        List<MemorySlice> relatedMemorySliceResult = memoryResult.getRelatedMemorySliceResult();
+        cache.dialogMap.forEach((k, v) -> {
+            memorySliceResult.removeIf(m -> m.getMemorySlice().getSummary().equals(v));
+            relatedMemorySliceResult.removeIf(m -> m.getSummary().equals(v));
+        });
+        return memoryResult;
+    }
+
+    @SuppressWarnings("FieldMayBeFinal")
+    private static class MemoryCache {
+
+        /**
+         * 近两日的对话总结缓存, 用于为大模型提供必要的记忆补充, hashmap以切片的存储时间为键，总结为值
+         * 该部分作为'主LLM'system prompt常驻
+         * 该部分作为近两日的整体对话缓存, 不区分用户
+         */
+        private HashMap<LocalDateTime, String> dialogMap = new HashMap<>();
+
+        /**
+         * 近两日的区分用户的对话总结缓存，在prompt结构上比dialogMap层级深一层, dialogMap更具近两日整体对话的摘要性质
+         */
+        private ConcurrentHashMap<String/*userId*/, ConcurrentHashMap<LocalDateTime, String>> userDialogMap = new ConcurrentHashMap<>();
+
+        /**
+         * memorySliceCache计数器，每日清空
+         */
+        private ConcurrentHashMap<List<String> /*触发查询的主题列表*/, Integer> memoryNodeCacheCounter = new ConcurrentHashMap<>();
+
+        /**
+         * 记忆切片缓存，每日清空
+         * 用于记录作为终点节点调用次数最多的记忆节点的切片数据
+         */
+        private ConcurrentHashMap<List<String> /*主题路径*/, MemoryResult /*切片列表*/> memorySliceCache = new ConcurrentHashMap<>();
+
+        /**
+         * 缓存日期
+         */
+        private LocalDate cacheDate;
+
+        private HashMap<String, List<EvaluatedSlice>> activatedSlices = new HashMap<>();
+
+        private MemoryCache() {
+        }
     }
 }

Partner-Main/src/main/java/work/slhaf/partner/core/memory/exception/NullSliceListException.java

@@ -1,4 +1,4 @@
-package work.slhaf.partner.core.cognation.submodule.memory.exception;
+package work.slhaf.partner.core.memory.exception;
 
 public class NullSliceListException extends RuntimeException {
     public NullSliceListException(String message) {

Partner-Main/src/main/java/work/slhaf/partner/core/memory/exception/UnExistedDateIndexException.java

@@ -1,4 +1,4 @@
-package work.slhaf.partner.core.cognation.submodule.memory.exception;
+package work.slhaf.partner.core.memory.exception;
 
 public class UnExistedDateIndexException extends RuntimeException {
     public UnExistedDateIndexException(String message) {

Partner-Main/src/main/java/work/slhaf/partner/core/memory/exception/UnExistedTopicException.java

@@ -1,4 +1,4 @@
-package work.slhaf.partner.core.cognation.submodule.memory.exception;
+package work.slhaf.partner.core.memory.exception;
 
 public class UnExistedTopicException extends RuntimeException {
     public UnExistedTopicException(String message) {

Partner-Main/src/main/java/work/slhaf/partner/core/memory/pojo/EvaluatedSlice.java

@@ -1,4 +1,4 @@
-package work.slhaf.partner.core.cognation.submodule.memory.pojo;
+package work.slhaf.partner.core.memory.pojo;
 
 import lombok.Builder;
 import lombok.Data;

Partner-Main/src/main/java/work/slhaf/partner/core/memory/pojo/MemoryResult.java

@@ -1,9 +1,8 @@
-package work.slhaf.partner.core.cognation.common.pojo;
+package work.slhaf.partner.core.memory.pojo;
 
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import work.slhaf.partner.api.common.entity.PersistableObject;
-import work.slhaf.partner.core.cognation.submodule.memory.pojo.MemorySlice;
 
 import java.io.Serial;
 import java.util.List;

Partner-Main/src/main/java/work/slhaf/partner/core/memory/pojo/MemorySlice.java

@@ -1,4 +1,4 @@
-package work.slhaf.partner.core.cognation.submodule.memory.pojo;
+package work.slhaf.partner.core.memory.pojo;
 
 import lombok.Data;
 import lombok.EqualsAndHashCode;

Partner-Main/src/main/java/work/slhaf/partner/core/memory/pojo/MemorySliceResult.java

@@ -1,10 +1,9 @@
-package work.slhaf.partner.core.cognation.common.pojo;
+package work.slhaf.partner.core.memory.pojo;
 
 import com.alibaba.fastjson2.annotation.JSONField;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import work.slhaf.partner.api.common.entity.PersistableObject;
-import work.slhaf.partner.core.cognation.submodule.memory.pojo.MemorySlice;
 
 import java.io.Serial;
 

Partner-Main/src/main/java/work/slhaf/partner/core/memory/pojo/node/MemoryNode.java

@@ -1,11 +1,11 @@
-package work.slhaf.partner.core.cognation.submodule.memory.pojo.node;
+package work.slhaf.partner.core.memory.pojo.node;
 
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
 import work.slhaf.partner.api.common.entity.PersistableObject;
-import work.slhaf.partner.core.cognation.submodule.memory.exception.NullSliceListException;
+import work.slhaf.partner.core.memory.exception.NullSliceListException;
-import work.slhaf.partner.core.cognation.submodule.memory.pojo.MemorySlice;
+import work.slhaf.partner.core.memory.pojo.MemorySlice;
 
 import java.io.*;
 import java.nio.file.Files;

Partner-Main/src/main/java/work/slhaf/partner/core/memory/pojo/node/TopicNode.java

@@ -1,4 +1,4 @@
-package work.slhaf.partner.core.cognation.submodule.memory.pojo.node;
+package work.slhaf.partner.core.memory.pojo.node;
 
 import lombok.Data;
 import lombok.EqualsAndHashCode;

Partner-Main/src/main/java/work/slhaf/partner/core/perceive/PerceiveCapability.java

@@ -1,7 +1,7 @@
-package work.slhaf.partner.core.cognation.submodule.perceive;
+package work.slhaf.partner.core.perceive;
 
 import work.slhaf.partner.api.agent.factory.capability.annotation.Capability;
-import work.slhaf.partner.core.cognation.submodule.perceive.pojo.User;
+import work.slhaf.partner.core.perceive.pojo.User;
 
 @Capability(value = "perceive")
 public interface PerceiveCapability {

Partner-Main/src/main/java/work/slhaf/partner/core/perceive/PerceiveCore.java

@@ -1,13 +1,15 @@
-package work.slhaf.partner.core.cognation.submodule.perceive;
+package work.slhaf.partner.core.perceive;
 
-import lombok.Data;
 import lombok.EqualsAndHashCode;
+import lombok.Getter;
+import lombok.Setter;
 import work.slhaf.partner.api.agent.factory.capability.annotation.CapabilityCore;
 import work.slhaf.partner.api.agent.factory.capability.annotation.CapabilityMethod;
-import work.slhaf.partner.api.common.entity.PersistableObject;
+import work.slhaf.partner.core.PartnerCore;
-import work.slhaf.partner.core.cognation.cognation.exception.UserNotExistsException;
+import work.slhaf.partner.core.cognation.exception.UserNotExistsException;
-import work.slhaf.partner.core.cognation.submodule.perceive.pojo.User;
+import work.slhaf.partner.core.perceive.pojo.User;
 
+import java.io.IOException;
 import java.io.Serial;
 import java.util.ArrayList;
 import java.util.HashMap;
@@ -16,13 +18,13 @@ import java.util.UUID;
 import java.util.concurrent.locks.ReentrantLock;
 
 @EqualsAndHashCode(callSuper = true)
-@Data
 @CapabilityCore(value = "perceive")
-public class PerceiveCore extends PersistableObject {
+@Getter
+@Setter
+public class PerceiveCore extends PartnerCore<PerceiveCore> {
 
     @Serial
     private static final long serialVersionUID = 1L;
-    private static volatile PerceiveCore perceiveCore;
     private static final ReentrantLock usersLock = new ReentrantLock();
 
     /**
@@ -30,12 +32,7 @@ public class PerceiveCore extends PersistableObject {
      */
     private List<User> users = new ArrayList<>();
 
-    public PerceiveCore() {
+    public PerceiveCore() throws IOException, ClassNotFoundException {
-        perceiveCore = this;
-    }
-
-    public static PerceiveCore getInstance() {
-        return perceiveCore;
     }
 
     @CapabilityMethod
@@ -94,4 +91,9 @@ public class PerceiveCore extends PersistableObject {
         user.updateRelationChange(user.getRelationChange());
         usersLock.unlock();
     }
+
+    @Override
+    protected String getCoreKey() {
+        return "perceive-core";
+    }
 }

Partner-Main/src/main/java/work/slhaf/partner/core/perceive/pojo/User.java

@@ -1,4 +1,4 @@
-package work.slhaf.partner.core.cognation.submodule.perceive.pojo;
+package work.slhaf.partner.core.perceive.pojo;
 
 import lombok.Data;
 import lombok.EqualsAndHashCode;

Partner-Main/src/main/java/work/slhaf/partner/core/session/SessionManager.java

@@ -1,130 +0,0 @@
-package work.slhaf.partner.core.session;
-
-import com.alibaba.fastjson2.JSONObject;
-import lombok.Data;
-import lombok.EqualsAndHashCode;
-import lombok.extern.slf4j.Slf4j;
-import work.slhaf.partner.api.chat.pojo.Message;
-import work.slhaf.partner.api.chat.pojo.MetaMessage;
-import work.slhaf.partner.api.common.entity.PersistableObject;
-import work.slhaf.partner.common.config.Config;
-
-import java.io.*;
-import java.nio.file.Files;
-import java.nio.file.Path;
-import java.nio.file.Paths;
-import java.nio.file.StandardCopyOption;
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.List;
-import java.util.UUID;
-
-@EqualsAndHashCode(callSuper = true)
-@Data
-@Slf4j
-public class SessionManager extends PersistableObject {
-
-    @Serial
-    private static final long serialVersionUID = 1L;
-    private static final String STORAGE_DIR = "./data/session/";
-
-    private static volatile SessionManager sessionManager;
-
-    private String id;
-    private HashMap<String /*startUserId*/, List<MetaMessage>> singleMetaMessageMap;
-    private String currentMemoryId;
-    private long lastUpdatedTime;
-
-    public static SessionManager getInstance() throws IOException, ClassNotFoundException {
-        if (sessionManager == null) {
-            synchronized (SessionManager.class) {
-                if (sessionManager == null) {
-                    String id = Config.getConfig().getAgentId();
-                    Path filePath = Paths.get(STORAGE_DIR, id + ".session");
-                    if (Files.exists(filePath)) {
-                        sessionManager = deserialize(id);
-                    } else {
-                        sessionManager = new SessionManager();
-                        sessionManager.setSingleMetaMessageMap(new HashMap<>());
-                        sessionManager.id = id;
-                        sessionManager.setShutdownHook();
-                        sessionManager.lastUpdatedTime = 0;
-                    }
-                }
-            }
-        }
-        return sessionManager;
-    }
-
-    private void setShutdownHook() {
-        Runtime.getRuntime().addShutdownHook(new Thread(() -> {
-            try {
-                sessionManager.serialize();
-                log.info("[SessionManager] SessionManager 已保存");
-            } catch (IOException e) {
-                log.error("[SessionManager] 保存 SessionManager 失败: ", e);
-            }
-        }));
-    }
-
-    public void addMetaMessage(String userId, MetaMessage metaMessage) {
-        log.debug("[SessionManager] 当前会话历史: {}", JSONObject.toJSONString(singleMetaMessageMap));
-        if (singleMetaMessageMap.containsKey(userId)) {
-            singleMetaMessageMap.get(userId).add(metaMessage);
-        } else {
-            singleMetaMessageMap.put(userId, new java.util.ArrayList<>());
-            singleMetaMessageMap.get(userId).add(metaMessage);
-        }
-        log.debug("[SessionManager] 会话历史更新: {}", JSONObject.toJSONString(singleMetaMessageMap));
-    }
-
-    public List<Message> unpackAndClear(String userId) {
-        List<Message> messages = new ArrayList<>();
-        for (MetaMessage metaMessage : singleMetaMessageMap.get(userId)) {
-            messages.add(metaMessage.getUserMessage());
-            messages.add(metaMessage.getAssistantMessage());
-        }
-        singleMetaMessageMap.remove(userId);
-        return messages;
-    }
-
-    public void refreshMemoryId() {
-        currentMemoryId = UUID.randomUUID().toString();
-    }
-
-    public void serialize() throws IOException {
-        //先写入到临时文件，如果正常写入，则覆盖正式文件；否则删除临时文件
-        Path filePath = getFilePath(this.id + "-temp");
-        Files.createDirectories(Path.of(STORAGE_DIR));
-        try {
-            ObjectOutputStream oos = new ObjectOutputStream(new FileOutputStream(filePath.toFile()));
-            oos.writeObject(this);
-            oos.close();
-            Path path = getFilePath(this.id);
-            Files.move(filePath, path, StandardCopyOption.REPLACE_EXISTING);
-            log.info("[SessionManager] SessionManager 已保存到: {}", path);
-        } catch (IOException e) {
-            Files.delete(filePath);
-            log.error("[SessionManager] 序列化保存失败: {}", e.getMessage());
-        }
-    }
-
-    private static SessionManager deserialize(String id) throws IOException, ClassNotFoundException {
-        Path filePath = getFilePath(id);
-        try (ObjectInputStream ois = new ObjectInputStream(new FileInputStream(filePath.toFile()))) {
-            SessionManager sessionManager = (SessionManager) ois.readObject();
-            log.info("[SessionManager] SessionManager 已从文件加载: {}", filePath);
-            return sessionManager;
-        }
-    }
-
-    public void resetLastUpdatedTime() {
-        lastUpdatedTime = System.currentTimeMillis();
-    }
-
-    private static Path getFilePath(String id) {
-        return Paths.get(STORAGE_DIR, id + ".session");
-    }
-}
-
-

Partner-Main/src/main/java/work/slhaf/partner/gateway/MessageSender.java

@@ -1,7 +0,0 @@
-package work.slhaf.partner.gateway;
-
-import work.slhaf.partner.core.interaction.data.InteractionOutputData;
-
-public interface MessageSender {
-    void sendMessage(InteractionOutputData outputData);
-}