推进核心服务与模块注册机制

- 完善Agent流程执行框架
- Api包下新增flow流程包，该部分对应模块的执行流程
- 明确ModuleFactory与CapabilityFactory以及ModuleHook的共同运作流程
- 调整了Hook注解名称

.idea/misc.xml

@@ -1,9 +1,10 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <project version="4">
   <component name="EntryPointsManager">
-    <list size="2">
+    <list size="3">
       <item index="0" class="java.lang.String" itemvalue="work.slhaf.partner.api.capability.annotation.CapabilityMethod" />
       <item index="1" class="java.lang.String" itemvalue="work.slhaf.partner.api.capability.annotation.CoordinateManager" />
+      <item index="2" class="java.lang.String" itemvalue="work.slhaf.partner.api.register.capability.annotation.Capability" />
     </list>
   </component>
   <component name="ExternalStorageConfigurationManager" enabled="true" />

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

@@ -1,7 +1,17 @@
 package work.slhaf.partner.api;
 
-public class Agent {
-    public static void run(Class<?> clazz) {
+import work.slhaf.partner.api.entity.AgentContext;
+import work.slhaf.partner.api.factory.AgentRegisterFactory;
+import work.slhaf.partner.api.flow.AgentInteraction;
 
+/**
+ * Agent启动类
+ */
+public class Agent {
+
+    public static void run(Class<?> clazz) {
+        AgentContext context = AgentRegisterFactory.launch(clazz.getPackage().getName());
+        AgentInteraction.launch(context);
     }
+
 }

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

@@ -1,16 +0,0 @@
-package work.slhaf.partner.api;
-
-import work.slhaf.partner.api.common.entity.AgentRegisterContext;
-
-public class AgentRegisterFactory {
-
-    private AgentRegisterContext context = new AgentRegisterContext();
-
-    private AgentRegisterFactory(){}
-
-    public static void launch(){
-        //TODO 通过调用module与capability的注册逻辑，完成完整的注册过程，需要考虑hook机制
-        AgentRegisterFactory factory = new AgentRegisterFactory();
-    }
-
-}

Partner-Api/src/main/java/work/slhaf/partner/api/common/chat/ChatClient.java

@@ -1,15 +1,15 @@
-package work.slhaf.partner.common.chat;
+package work.slhaf.partner.api.common.chat;
 
 import cn.hutool.http.HttpRequest;
 import cn.hutool.http.HttpResponse;
 import cn.hutool.json.JSONUtil;
 import lombok.Data;
 import lombok.NoArgsConstructor;
-import work.slhaf.partner.common.chat.constant.ChatConstant;
-import work.slhaf.partner.common.chat.pojo.ChatBody;
-import work.slhaf.partner.common.chat.pojo.ChatResponse;
-import work.slhaf.partner.common.chat.pojo.Message;
-import work.slhaf.partner.common.chat.pojo.PrimaryChatResponse;
+import work.slhaf.partner.api.common.chat.constant.ChatConstant;
+import work.slhaf.partner.api.common.chat.pojo.ChatBody;
+import work.slhaf.partner.api.common.chat.pojo.ChatResponse;
+import work.slhaf.partner.api.common.chat.pojo.Message;
+import work.slhaf.partner.api.common.chat.pojo.PrimaryChatResponse;
 
 import java.util.List;
 

Partner-Api/src/main/java/work/slhaf/partner/api/common/chat/constant/ChatConstant.java

@@ -1,4 +1,4 @@
-package work.slhaf.partner.common.chat.constant;
+package work.slhaf.partner.api.common.chat.constant;
 
 public class ChatConstant {
     
@@ -7,13 +7,6 @@ public class ChatConstant {
         public static final String SYSTEM = "system";
         public static final String ASSISTANT = "assistant";
     }
-    
-    public static class Model {
-        public static final String DEEP_SEEK_CHAT = "deepseek-chat";
-        public static final String GLM_4_FLASH = "glm-4_flash";
-        public static final String GLM_4_PLUS = "glm-4_plus";
-        public static final String GLM_4_0520 = "glm-4_0520";
-    }
 
     public static class Response {
         public static final String SUCCESS = "success";

Partner-Api/src/main/java/work/slhaf/partner/api/common/chat/pojo/ChatBody.java

@@ -1,4 +1,4 @@
-package work.slhaf.partner.common.chat.pojo;
+package work.slhaf.partner.api.common.chat.pojo;
 
 import lombok.*;
 

Partner-Api/src/main/java/work/slhaf/partner/api/common/chat/pojo/ChatResponse.java

@@ -1,4 +1,4 @@
-package work.slhaf.partner.common.chat.pojo;
+package work.slhaf.partner.api.common.chat.pojo;
 
 import lombok.AllArgsConstructor;
 import lombok.Builder;

Partner-Api/src/main/java/work/slhaf/partner/api/common/chat/pojo/Message.java

@@ -1,7 +1,7 @@
-package work.slhaf.partner.common.chat.pojo;
+package work.slhaf.partner.api.common.chat.pojo;
 
 import lombok.*;
-import work.slhaf.partner.common.serialize.PersistableObject;
+import work.slhaf.partner.api.common.entity.PersistableObject;
 
 import java.io.Serial;
 

Partner-Api/src/main/java/work/slhaf/partner/api/common/chat/pojo/MetaMessage.java

@@ -1,9 +1,9 @@
-package work.slhaf.partner.common.chat.pojo;
+package work.slhaf.partner.api.common.chat.pojo;
 
 import lombok.AllArgsConstructor;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
-import work.slhaf.partner.common.serialize.PersistableObject;
+import work.slhaf.partner.api.common.entity.PersistableObject;
 
 import java.io.Serial;
 

Partner-Api/src/main/java/work/slhaf/partner/api/common/chat/pojo/PrimaryChatResponse.java

@@ -1,4 +1,4 @@
-package work.slhaf.partner.common.chat.pojo;
+package work.slhaf.partner.api.common.chat.pojo;
 
 import lombok.Getter;
 import lombok.Setter;

Partner-Api/src/main/java/work/slhaf/partner/api/common/entity/AgentRegisterContext.java

@@ -1,10 +0,0 @@
-package work.slhaf.partner.api.common.entity;
-
-import lombok.Data;
-import org.reflections.Reflections;
-
-@Data
-public class AgentRegisterContext {
-    //TODO 抽取出必要的注册工厂共用的上下文
-    private Reflections reflections;
-}

Partner-Api/src/main/java/work/slhaf/partner/api/common/entity/PersistableObject.java

@@ -1,4 +1,4 @@
-package work.slhaf.partner.common.serialize;
+package work.slhaf.partner.api.common.entity;
 
 import java.io.Serializable;
 

Partner-Api/src/main/java/work/slhaf/partner/api/entity/AgentContext.java

@@ -0,0 +1,17 @@
+package work.slhaf.partner.api.entity;
+
+import lombok.Data;
+
+import java.util.HashMap;
+import java.util.Set;
+import java.util.function.Function;
+
+@Data
+public class AgentContext {
+    private HashMap<String, Function<Object[], Object>> methodsRouterTable;
+    private HashMap<String, Function<Object[], Object>> coordinatedMethodsRouterTable;
+    private HashMap<Class<?>, Object> capabilityCoreInstances;
+    private HashMap<Class<?>, Object> capabilityHolderInstances;
+    private Set<Class<?>> cores;
+    private Set<Class<?>> capabilities;
+}

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

@@ -0,0 +1,37 @@
+package work.slhaf.partner.api.factory;
+
+import cn.hutool.core.bean.BeanUtil;
+import work.slhaf.partner.api.entity.AgentContext;
+import work.slhaf.partner.api.factory.entity.AgentRegisterContext;
+import work.slhaf.partner.api.factory.capability.CapabilityCheckFactory;
+import work.slhaf.partner.api.factory.capability.CapabilityRegisterFactory;
+import work.slhaf.partner.api.factory.module.ModuleCheckFactory;
+import work.slhaf.partner.api.factory.module.ModuleRegisterFactory;
+
+public class AgentRegisterFactory {
+
+    private AgentRegisterFactory() {
+    }
+
+    public static AgentContext launch(String path) {
+        AgentRegisterContext registerContext = new AgentRegisterContext(path);
+        //流程
+        //1. 执行register和check逻辑
+        new CapabilityRegisterFactory().execute(registerContext);
+        new CapabilityCheckFactory().execute(registerContext);
+        new ModuleRegisterFactory().execute(registerContext);
+        new ModuleCheckFactory().execute(registerContext);
+
+        //2. 为module通过动态代理添加后hook逻辑并进行实例化
+
+        //3. 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
+
+        //4. 执行前hook逻辑
+
+
+        AgentContext agentContext = new AgentContext();
+        BeanUtil.copyProperties(registerContext,agentContext);
+        return agentContext;
+    }
+
+}

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

@@ -1,178 +1,41 @@
-package work.slhaf.partner.api.capability;
+package work.slhaf.partner.api.factory.capability;
 
 import org.reflections.Reflections;
-import org.reflections.scanners.Scanners;
-import org.reflections.util.ClasspathHelper;
-import org.reflections.util.ConfigurationBuilder;
-import work.slhaf.partner.api.capability.annotation.*;
-import work.slhaf.partner.api.capability.exception.*;
+import work.slhaf.partner.api.factory.entity.AgentBaseFactory;
+import work.slhaf.partner.api.factory.entity.AgentRegisterContext;
 import work.slhaf.partner.api.common.util.AgentUtil;
+import work.slhaf.partner.api.factory.capability.annotation.*;
+import work.slhaf.partner.api.factory.capability.exception.DuplicateCapabilityException;
+import work.slhaf.partner.api.factory.capability.exception.UnMatchedCapabilityException;
+import work.slhaf.partner.api.factory.capability.exception.UnMatchedCapabilityMethodException;
+import work.slhaf.partner.api.factory.capability.exception.UnMatchedCoordinatedMethodException;
 
-import java.lang.reflect.*;
-import java.net.URL;
+import java.lang.reflect.Method;
 import java.util.*;
-import java.util.function.Function;
 import java.util.stream.Collectors;
 
 import static work.slhaf.partner.api.common.util.AgentUtil.methodSignature;
 
-
-public final class CapabilityRegisterFactory {
+public class CapabilityCheckFactory extends AgentBaseFactory {
 
     private Reflections reflections;
-    private final HashMap<String, Function<Object[], Object>> methodsRouterTable = new HashMap<>();
-    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<?>> capabilities;
 
-    private CapabilityRegisterFactory() {
+
+    @Override
+    protected void setVariables(AgentRegisterContext context) {
+        reflections = context.getReflections();
+        cores = context.getCores();
+        capabilities = context.getCapabilities();
     }
 
-    //TODO 需决定是否分离检查与路由表生成、注入逻辑，如果分离，可进一步添加hook点，但目前似乎并非必要
-    public void registerCapabilities(String scannerPath) {
-        setBasicVariable(scannerPath);
-        //检查可注册能力是否正常
-        statusCheck();
-        //扫描现有Capability, value为键，返回函数路由表, 函数路由表内部通过反射调用对应core的方法
-        generateRouterTable();
-        //通过动态代理注入能力
-        injectCapability();
-    }
-
-    private void generateRouterTable() {
-        generateMethodsRouterTable();
-        generateCoordinatedMethodsRouterTable();
-    }
-
-    private void generateCoordinatedMethodsRouterTable() {
-        Set<Method> methodsAnnotatedWith = reflections.getMethodsAnnotatedWith(Coordinated.class);
-        if (methodsAnnotatedWith.isEmpty()) {
-            return;
-        }
-        try {
-            //获取所有CM实例
-            HashMap<String, Object> cognationManagerInstances = getCognationManagerInstances();
-            methodsAnnotatedWith.forEach(method -> {
-                String key = method.getAnnotation(Coordinated.class).capability() + "." + methodSignature(method);
-                Function<Object[], Object> function = args -> {
-                    try {
-                        return method.invoke(cognationManagerInstances.get(key), args);
-                    } catch (IllegalAccessException | InvocationTargetException e) {
-                        throw new RuntimeException(e);
-                    }
-                };
-                coordinatedMethodsRouterTable.put(key, function);
-            });
-        } catch (Exception e) {
-            throw new FactoryExecuteFailedException("创建协调方法路由表出错", e);
-        }
-
-    }
-
-    private HashMap<String, Object> getCognationManagerInstances() throws InvocationTargetException, InstantiationException, IllegalAccessException, NoSuchMethodException {
-        HashMap<String, Object> map = new HashMap<>();
-        for (Class<?> c : reflections.getTypesAnnotatedWith(CoordinateManager.class)) {
-            Constructor<?> constructor = c.getDeclaredConstructor();
-            Object instance = constructor.newInstance();
-
-            Arrays.stream(c.getMethods())
-                    .filter(method -> method.isAnnotationPresent(Coordinated.class))
-                    .forEach(method -> {
-                        String key = method.getAnnotation(Coordinated.class).capability() + "." + methodSignature(method);
-                        map.put(key, instance);
-                    });
-        }
-        return map;
-    }
-
-    private void setBasicVariable(String scannerPath) {
-        setReflections(scannerPath);
-        setAnnotatedClasses();
-    }
-
-    private void setAnnotatedClasses() {
-        cores = reflections.getTypesAnnotatedWith(CapabilityCore.class);
-        capabilities = reflections.getTypesAnnotatedWith(Capability.class);
-    }
-
-    private void setReflections(String scannerPath) {
-        //后续可替换为根据传入的启动类获取路径
-        Collection<URL> urls = ClasspathHelper.forPackage(scannerPath);
-        reflections = new Reflections(
-                new ConfigurationBuilder()
-                        .setUrls(urls)
-                        .setScanners(
-                                Scanners.TypesAnnotated,
-                                Scanners.MethodsAnnotated,
-                                Scanners.SubTypes,
-                                Scanners.FieldsAnnotated
-                        )
-        );
-    }
-
-    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);
-                        } catch (IllegalAccessException | InvocationTargetException e) {
-                            throw new RuntimeException(e);
-                        }
-                    };
-                    String key = core.getAnnotation(CapabilityCore.class).value() + "." + methodSignature(method);
-                    if (methodsRouterTable.containsKey(key)) {
-                        throw new DuplicateMethodException("重复注册能力方法: " + core.getPackage().getName() + "." + core.getSimpleName() + "#" + method.getName());
-                    }
-                    methodsRouterTable.put(key, function);
-                }));
-    }
-
-
-    private void injectCapability() {
-        //获取现有的`@InjectCapability`注解所在字段，并获取对应的类，通过动态代理注入对象
-        Set<Field> fields = reflections.getFieldsAnnotatedWith(InjectCapability.class);
-        //在动态代理内部，通过函数路由表调用对应的方法
-        createProxy(fields);
-    }
-
-    private void createProxy(Set<Field> fields) {
-        try {
-            for (Field field : fields) {
-                field.setAccessible(true);
-                Class<?> fieldType = field.getType();
-                Object instance = Proxy.newProxyInstance(
-                        fieldType.getClassLoader(),
-                        new Class[]{fieldType},
-                        (proxy, method, objects) -> {
-                            if (method.isAnnotationPresent(ToCoordinated.class)) {
-                                String key = method.getDeclaringClass().getAnnotation(Capability.class).value() + "." + methodSignature(method);
-                                return coordinatedMethodsRouterTable.get(key).apply(objects);
-                            }
-                            String key = fieldType.getAnnotation(Capability.class).value() + "." + methodSignature(method);
-                            return methodsRouterTable.get(key).apply(objects);
-                        }
-                );
-                field.set(capabilityHolderInstances.get(field.getDeclaringClass()), instance);
-            }
-        } catch (Exception e) {
-            throw new ProxySetFailedException("代理设置失败", e);
-        }
-    }
-
-    private void statusCheck() {
-        capabilityHolderCheck();
+    @Override
+    protected void run() {
         checkCountAndCapabilities();
         checkCapabilityMethods();
         checkCoordinatedMethods();
         checkInjectCapability();
-        //检查完毕，设置core的实例类
-        setCapabilityCoreInstances();
     }
 
     private void checkInjectCapability() {
@@ -183,25 +46,6 @@ public final class CapabilityRegisterFactory {
         });
     }
 
-    private void capabilityHolderCheck() {
-        if (capabilityHolderInstances.isEmpty()) {
-            throw new EmptyCapabilityHolderException("Capability 持有者实例为空");
-        }
-    }
-
-    private void setCapabilityCoreInstances() {
-        try {
-            for (Class<?> core : cores) {
-                Constructor<?> constructor = core.getDeclaredConstructor();
-                constructor.setAccessible(true);
-                capabilityCoreInstances.put(core, constructor.newInstance());
-            }
-        } catch (InvocationTargetException | NoSuchMethodException | InstantiationException |
-                 IllegalAccessException e) {
-            throw new CoreInstancesCreateFailedException("core实例创建失败");
-        }
-    }
-
     private void checkCoordinatedMethods() {
         //检查各个capability中是否含有ToCoordinated注解
         //如果含有，则需要查找AbstractCognationManager的子类,看这里是否有对应的Coordinated注解所在方法
@@ -249,7 +93,6 @@ public final class CapabilityRegisterFactory {
         return methodsCoordinated;
     }
 
-
     private void checkCapabilityMethods() {
         HashMap<String, List<Method>> capabilitiesMethods = getCapabilityMethods(capabilities);
         StringBuilder sb = new StringBuilder();
@@ -317,7 +160,6 @@ public final class CapabilityRegisterFactory {
         }
     }
 
-
     private boolean checkValuesMatched(Set<Class<?>> cores, Set<Class<?>> capabilities) {
         Set<String> coresValues = new HashSet<>();
         Set<String> capabilitiesValues = new HashSet<>();
@@ -342,10 +184,6 @@ public final class CapabilityRegisterFactory {
         return coresValues.equals(capabilitiesValues);
     }
 
-    public void registerModule(CapabilityHolder capabilityHolder) {
-        capabilityHolderInstances.put(capabilityHolder.getClass(), capabilityHolder);
-    }
-
     record LackRecord(List<String> coreLack, List<String> capLack) {
         public boolean hasNotEmptyRecord() {
             return !coreLack.isEmpty() || !capLack.isEmpty();

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

@@ -0,0 +1,67 @@
+package work.slhaf.partner.api.factory.capability;
+
+import org.reflections.Reflections;
+import work.slhaf.partner.api.factory.entity.AgentBaseFactory;
+import work.slhaf.partner.api.factory.entity.AgentRegisterContext;
+import work.slhaf.partner.api.factory.capability.annotation.Capability;
+import work.slhaf.partner.api.factory.capability.annotation.InjectCapability;
+import work.slhaf.partner.api.factory.capability.annotation.ToCoordinated;
+import work.slhaf.partner.api.factory.capability.exception.ProxySetFailedException;
+
+import java.lang.reflect.Field;
+import java.lang.reflect.Proxy;
+import java.util.HashMap;
+import java.util.Set;
+import java.util.function.Function;
+
+import static work.slhaf.partner.api.common.util.AgentUtil.methodSignature;
+
+public class CapabilityInjectFactory extends AgentBaseFactory {
+
+    private Reflections reflections;
+    private HashMap<String, Function<Object[], Object>> coordinatedMethodsRouterTable;
+    private HashMap<String, Function<Object[], Object>> methodsRouterTable;
+    private HashMap<Class<?>, Object> capabilityHolderInstances;
+
+    @Override
+    protected void setVariables(AgentRegisterContext context) {
+        reflections = context.getReflections();
+        coordinatedMethodsRouterTable = context.getCoordinatedMethodsRouterTable();
+        methodsRouterTable = context.getMethodsRouterTable();
+        capabilityHolderInstances = context.getCapabilityHolderInstances();
+    }
+
+    @Override
+    protected void run() {
+        //获取现有的`@InjectCapability`注解所在字段，并获取对应的类，通过动态代理注入对象
+        Set<Field> fields = reflections.getFieldsAnnotatedWith(InjectCapability.class);
+        //在动态代理内部，通过函数路由表调用对应的方法
+        createProxy(fields);
+
+    }
+
+    private void createProxy(Set<Field> fields) {
+        try {
+            for (Field field : fields) {
+                field.setAccessible(true);
+                Class<?> fieldType = field.getType();
+                Object instance = Proxy.newProxyInstance(
+                        fieldType.getClassLoader(),
+                        new Class[]{fieldType},
+                        (proxy, method, objects) -> {
+                            if (method.isAnnotationPresent(ToCoordinated.class)) {
+                                String key = method.getDeclaringClass().getAnnotation(Capability.class).value() + "." + methodSignature(method);
+                                return coordinatedMethodsRouterTable.get(key).apply(objects);
+                            }
+                            String key = fieldType.getAnnotation(Capability.class).value() + "." + methodSignature(method);
+                            return methodsRouterTable.get(key).apply(objects);
+                        }
+                );
+                field.set(capabilityHolderInstances.get(field.getDeclaringClass()), instance);
+            }
+        } catch (Exception e) {
+            throw new ProxySetFailedException("代理设置失败", e);
+        }
+    }
+
+}

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

@@ -0,0 +1,142 @@
+package work.slhaf.partner.api.factory.capability;
+
+import org.reflections.Reflections;
+import work.slhaf.partner.api.factory.entity.AgentBaseFactory;
+import work.slhaf.partner.api.factory.entity.AgentRegisterContext;
+import work.slhaf.partner.api.factory.capability.annotation.*;
+import work.slhaf.partner.api.factory.capability.exception.CoreInstancesCreateFailedException;
+import work.slhaf.partner.api.factory.capability.exception.DuplicateMethodException;
+import work.slhaf.partner.api.factory.capability.exception.FactoryExecuteFailedException;
+
+import java.lang.reflect.Constructor;
+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 static work.slhaf.partner.api.common.util.AgentUtil.methodSignature;
+
+
+public final 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> capabilityHolderInstances;
+    private Set<Class<?>> cores;
+    private Set<Class<?>> capabilities;
+
+    @Override
+    protected void setVariables(AgentRegisterContext context) {
+        reflections = context.getReflections();
+        methodsRouterTable = context.getMethodsRouterTable();
+        coordinatedMethodsRouterTable = context.getCoordinatedMethodsRouterTable();
+        capabilityCoreInstances = context.getCapabilityCoreInstances();
+        capabilityHolderInstances = context.getCapabilityHolderInstances();
+        cores = context.getCores();
+        capabilities = context.getCapabilities();
+    }
+
+    @Override
+    protected void run() throws NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException {
+        setCapabilityCoreInstances();
+        setAnnotatedClasses();
+        generateRouterTable();
+    }
+
+    private void setAnnotatedClasses() throws NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException {
+        cores.addAll(reflections.getTypesAnnotatedWith(CapabilityCore.class));
+        capabilities.addAll(reflections.getTypesAnnotatedWith(Capability.class));
+        setCapabilityHolderInstances();
+    }
+
+    private void setCapabilityHolderInstances() throws NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException {
+        for (Class<?> clazz : reflections.getTypesAnnotatedWith(CapabilityHolder.class)) {
+            Object o = clazz.getDeclaredConstructor().newInstance();
+            capabilityHolderInstances.put(clazz, o);
+        }
+    }
+
+    private void generateRouterTable() {
+        generateMethodsRouterTable();
+        generateCoordinatedMethodsRouterTable();
+    }
+
+    private void generateCoordinatedMethodsRouterTable() {
+        Set<Method> methodsAnnotatedWith = reflections.getMethodsAnnotatedWith(Coordinated.class);
+        if (methodsAnnotatedWith.isEmpty()) {
+            return;
+        }
+        try {
+            //获取所有CM实例
+            HashMap<String, Object> coordinateManagerInstances = getCoordinateManagerInstances();
+            methodsAnnotatedWith.forEach(method -> {
+                String key = method.getAnnotation(Coordinated.class).capability() + "." + methodSignature(method);
+                Function<Object[], Object> function = args -> {
+                    try {
+                        return method.invoke(coordinateManagerInstances.get(key), args);
+                    } catch (IllegalAccessException | InvocationTargetException e) {
+                        throw new RuntimeException(e);
+                    }
+                };
+                coordinatedMethodsRouterTable.put(key, function);
+            });
+        } catch (Exception e) {
+            throw new FactoryExecuteFailedException("创建协调方法路由表出错", e);
+        }
+
+    }
+
+    private HashMap<String, Object> getCoordinateManagerInstances() throws InvocationTargetException, InstantiationException, IllegalAccessException, NoSuchMethodException {
+        HashMap<String, Object> map = new HashMap<>();
+        for (Class<?> c : reflections.getTypesAnnotatedWith(CoordinateManager.class)) {
+            Constructor<?> constructor = c.getDeclaredConstructor();
+            Object instance = constructor.newInstance();
+
+            Arrays.stream(c.getMethods())
+                    .filter(method -> method.isAnnotationPresent(Coordinated.class))
+                    .forEach(method -> {
+                        String key = method.getAnnotation(Coordinated.class).capability() + "." + methodSignature(method);
+                        map.put(key, instance);
+                    });
+        }
+        return map;
+    }
+
+    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);
+                        } catch (IllegalAccessException | InvocationTargetException e) {
+                            throw new RuntimeException(e);
+                        }
+                    };
+                    String key = core.getAnnotation(CapabilityCore.class).value() + "." + methodSignature(method);
+                    if (methodsRouterTable.containsKey(key)) {
+                        throw new DuplicateMethodException("重复注册能力方法: " + core.getPackage().getName() + "." + core.getSimpleName() + "#" + method.getName());
+                    }
+                    methodsRouterTable.put(key, function);
+                }));
+    }
+
+    private void setCapabilityCoreInstances() {
+        try {
+            for (Class<?> core : cores) {
+                Constructor<?> constructor = core.getDeclaredConstructor();
+                constructor.setAccessible(true);
+                capabilityCoreInstances.put(core, constructor.newInstance());
+            }
+        } catch (InvocationTargetException | NoSuchMethodException | InstantiationException |
+                 IllegalAccessException e) {
+            throw new CoreInstancesCreateFailedException("core实例创建失败");
+        }
+    }
+}

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

@@ -1,4 +1,4 @@
-package work.slhaf.partner.api.capability.annotation;
+package work.slhaf.partner.api.factory.capability.annotation;
 
 import java.lang.annotation.ElementType;
 import java.lang.annotation.Retention;

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

@@ -1,4 +1,4 @@
-package work.slhaf.partner.api.capability.annotation;
+package work.slhaf.partner.api.factory.capability.annotation;
 
 import java.lang.annotation.ElementType;
 import java.lang.annotation.Retention;

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

@@ -1,4 +1,4 @@
-package work.slhaf.partner.api.capability.annotation;
+package work.slhaf.partner.api.factory.capability.annotation;
 
 import java.lang.annotation.*;
 

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

@@ -1,4 +1,4 @@
-package work.slhaf.partner.api.capability.annotation;
+package work.slhaf.partner.api.factory.capability.annotation;
 
 import java.lang.annotation.ElementType;
 import java.lang.annotation.Retention;

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

@@ -1,4 +1,4 @@
-package work.slhaf.partner.api.capability.annotation;
+package work.slhaf.partner.api.factory.capability.annotation;
 
 import java.lang.annotation.ElementType;
 import java.lang.annotation.Retention;

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

@@ -1,4 +1,4 @@
-package work.slhaf.partner.api.capability.annotation;
+package work.slhaf.partner.api.factory.capability.annotation;
 
 import java.lang.annotation.ElementType;
 import java.lang.annotation.Retention;

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

@@ -1,4 +1,4 @@
-package work.slhaf.partner.api.capability.annotation;
+package work.slhaf.partner.api.factory.capability.annotation;
 
 import java.lang.annotation.ElementType;
 import java.lang.annotation.Retention;

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

@@ -1,4 +1,4 @@
-package work.slhaf.partner.api.capability.annotation;
+package work.slhaf.partner.api.factory.capability.annotation;
 
 import java.lang.annotation.ElementType;
 import java.lang.annotation.Retention;

Partner-Api/src/main/java/work/slhaf/partner/api/factory/capability/exception/CapabilityCheckFailedException.java

@@ -1,4 +1,4 @@
-package work.slhaf.partner.api.capability.exception;
+package work.slhaf.partner.api.factory.capability.exception;
 
 public class CapabilityCheckFailedException extends RuntimeException {
     public CapabilityCheckFailedException(String message) {

Partner-Api/src/main/java/work/slhaf/partner/api/factory/capability/exception/CoreInstancesCreateFailedException.java

@@ -1,4 +1,4 @@
-package work.slhaf.partner.api.capability.exception;
+package work.slhaf.partner.api.factory.capability.exception;
 
 public class CoreInstancesCreateFailedException extends FactoryExecuteFailedException {
     public CoreInstancesCreateFailedException(String message) {

Partner-Api/src/main/java/work/slhaf/partner/api/factory/capability/exception/DuplicateCapabilityException.java

@@ -1,4 +1,4 @@
-package work.slhaf.partner.api.capability.exception;
+package work.slhaf.partner.api.factory.capability.exception;
 
 public class DuplicateCapabilityException extends CapabilityCheckFailedException {
     public DuplicateCapabilityException(String message) {

Partner-Api/src/main/java/work/slhaf/partner/api/factory/capability/exception/DuplicateMethodException.java

@@ -1,4 +1,4 @@
-package work.slhaf.partner.api.capability.exception;
+package work.slhaf.partner.api.factory.capability.exception;
 
 public class DuplicateMethodException extends CapabilityCheckFailedException{
     public DuplicateMethodException(String message) {

Partner-Api/src/main/java/work/slhaf/partner/api/factory/capability/exception/EmptyCapabilityHolderException.java

@@ -1,4 +1,4 @@
-package work.slhaf.partner.api.capability.exception;
+package work.slhaf.partner.api.factory.capability.exception;
 
 public class EmptyCapabilityHolderException extends CapabilityCheckFailedException{
     public EmptyCapabilityHolderException(String message) {

Partner-Api/src/main/java/work/slhaf/partner/api/factory/capability/exception/FactoryExecuteFailedException.java

@@ -1,4 +1,4 @@
-package work.slhaf.partner.api.capability.exception;
+package work.slhaf.partner.api.factory.capability.exception;
 
 public class FactoryExecuteFailedException extends RuntimeException {
     public FactoryExecuteFailedException(String message) {

Partner-Api/src/main/java/work/slhaf/partner/api/factory/capability/exception/ProxySetFailedException.java

@@ -1,4 +1,4 @@
-package work.slhaf.partner.api.capability.exception;
+package work.slhaf.partner.api.factory.capability.exception;
 
 public class ProxySetFailedException extends FactoryExecuteFailedException{
   public ProxySetFailedException(String message) {

Partner-Api/src/main/java/work/slhaf/partner/api/factory/capability/exception/UnMatchedCapabilityException.java

@@ -1,4 +1,4 @@
-package work.slhaf.partner.api.capability.exception;
+package work.slhaf.partner.api.factory.capability.exception;
 
 public class UnMatchedCapabilityException extends CapabilityCheckFailedException{
     public UnMatchedCapabilityException(String message) {

Partner-Api/src/main/java/work/slhaf/partner/api/factory/capability/exception/UnMatchedCapabilityMethodException.java

@@ -1,4 +1,4 @@
-package work.slhaf.partner.api.capability.exception;
+package work.slhaf.partner.api.factory.capability.exception;
 
 public class UnMatchedCapabilityMethodException extends CapabilityCheckFailedException {
     public UnMatchedCapabilityMethodException(String message) {

Partner-Api/src/main/java/work/slhaf/partner/api/factory/capability/exception/UnMatchedCoordinatedMethodException.java

@@ -1,4 +1,4 @@
-package work.slhaf.partner.api.capability.exception;
+package work.slhaf.partner.api.factory.capability.exception;
 
 public class UnMatchedCoordinatedMethodException extends CapabilityCheckFailedException {
     public UnMatchedCoordinatedMethodException(String message) {

Partner-Api/src/main/java/work/slhaf/partner/api/factory/entity/AgentBaseFactory.java

@@ -0,0 +1,20 @@
+package work.slhaf.partner.api.factory.entity;
+
+import work.slhaf.partner.api.factory.capability.exception.FactoryExecuteFailedException;
+
+import java.lang.reflect.InvocationTargetException;
+
+public abstract class AgentBaseFactory {
+    public void execute(AgentRegisterContext context) {
+        try {
+            setVariables(context);
+            run();
+        } catch (Exception e) {
+            throw new FactoryExecuteFailedException(e.getMessage(), e);
+        }
+    }
+
+    protected abstract void setVariables(AgentRegisterContext context);
+
+    protected abstract void run() throws NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException;
+}

Partner-Api/src/main/java/work/slhaf/partner/api/factory/entity/AgentRegisterContext.java

@@ -0,0 +1,23 @@
+package work.slhaf.partner.api.factory.entity;
+
+import lombok.Data;
+import org.reflections.Reflections;
+
+import java.util.HashMap;
+import java.util.Set;
+import java.util.function.Function;
+
+@Data
+public class AgentRegisterContext {
+    private Reflections reflections;
+    private final HashMap<String, Function<Object[], Object>> methodsRouterTable = new HashMap<>();
+    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<?>> capabilities;
+
+    public AgentRegisterContext(String path) {
+        reflections = new Reflections(path);
+    }
+}

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

@@ -0,0 +1,17 @@
+package work.slhaf.partner.api.factory.module;
+
+import work.slhaf.partner.api.factory.entity.AgentBaseFactory;
+import work.slhaf.partner.api.factory.entity.AgentRegisterContext;
+
+public class ModuleCheckFactory extends AgentBaseFactory {
+    @Override
+    protected void setVariables(AgentRegisterContext context) {
+
+    }
+
+    @Override
+    protected void run() {
+        //检查注解AgentModule所在类是否继承了AgentInteractionModule
+        //检查hook注解所在方法是否位于AgentInteractionModule子类/AgentInteractionSubModule子类/ActivateModel子类
+    }
+}

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

@@ -0,0 +1,4 @@
+package work.slhaf.partner.api.factory.module;
+
+public class ModuleHookExecutor {
+}

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

@@ -0,0 +1,20 @@
+package work.slhaf.partner.api.factory.module;
+
+import org.reflections.Reflections;
+import work.slhaf.partner.api.factory.entity.AgentBaseFactory;
+import work.slhaf.partner.api.factory.entity.AgentRegisterContext;
+
+public class ModuleRegisterFactory extends AgentBaseFactory {
+
+    private Reflections reflections;
+
+    @Override
+    protected void setVariables(AgentRegisterContext context) {
+        reflections = context.getReflections();
+    }
+
+    @Override
+    protected void run() {
+        //反射扫描获取InteractionModule所在类与hook注解所在方法
+    }
+}

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

@@ -0,0 +1,13 @@
+package work.slhaf.partner.api.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.METHOD)
+@Retention(RetentionPolicy.RUNTIME)
+public @interface After {
+    int order() default 0;
+}

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

@@ -0,0 +1,24 @@
+package work.slhaf.partner.api.factory.module.annotation;
+
+import java.lang.annotation.ElementType;
+import java.lang.annotation.Retention;
+import java.lang.annotation.RetentionPolicy;
+import java.lang.annotation.Target;
+
+/**
+ * 用于注解执行模块
+ */
+@Target(ElementType.TYPE)
+@Retention(RetentionPolicy.RUNTIME)
+public @interface AgentModule {
+
+    /**
+     * 模块名称
+     */
+    String name();
+
+    /**
+     * 模块执行顺序，数字越小执行越靠前
+     */
+    int order();
+}

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

@@ -0,0 +1,12 @@
+package work.slhaf.partner.api.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.METHOD)
+@Retention(RetentionPolicy.RUNTIME)
+public @interface Before {
+    int order() default 0;
+}

Partner-Api/src/main/java/work/slhaf/partner/api/flow/AgentInteraction.java

@@ -0,0 +1,15 @@
+package work.slhaf.partner.api.flow;
+
+import work.slhaf.partner.api.entity.AgentContext;
+
+/**
+ * Agent执行流程
+ */
+public class AgentInteraction {
+
+    private AgentInteraction(){}
+
+    public static void launch(AgentContext context){
+        //流程执行启动，需考虑模块热插拔，可结合http调整模块启用情况，并序列化至本地或数据库中
+    }
+}

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

@@ -0,0 +1,74 @@
+package work.slhaf.partner.api.flow.abstracts;
+
+import work.slhaf.partner.api.common.chat.ChatClient;
+import work.slhaf.partner.api.common.chat.constant.ChatConstant;
+import work.slhaf.partner.api.common.chat.pojo.ChatResponse;
+import work.slhaf.partner.api.common.chat.pojo.Message;
+import work.slhaf.partner.api.factory.module.annotation.Before;
+
+import java.util.ArrayList;
+import java.util.List;
+
+public interface ActivateModel {
+
+
+    @Before
+    default void modelSettings() {
+//        Model model = new Model();
+//        ModelConfig modelConfig = ModelConfig.load(modelKey());
+//        model.setBaseMessages(withAwareness() ? ResourcesUtil.Prompt.loadPromptWithSelfAwareness(modelKey(), promptModule()) : ResourcesUtil.Prompt.loadPrompt(modelKey(), promptModule()));
+//        model.setChatClient(new ChatClient(modelConfig.getBaseUrl(), modelConfig.getApikey(), modelConfig.getModel()));
+    }
+
+    default ChatResponse chat() {
+        Model model = getModel();
+        List<Message> temp = new ArrayList<>();
+        temp.addAll(model.getBaseMessages());
+        temp.addAll(model.getChatMessages());
+        return model.getChatClient().runChat(temp);
+    }
+
+    default ChatResponse singleChat(String input) {
+        Model model = getModel();
+        List<Message> temp = new ArrayList<>(model.getBaseMessages());
+        temp.add(new Message(ChatConstant.Character.USER, input));
+        return model.getChatClient().runChat(temp);
+    }
+
+    default void updateChatClientSettings() {
+        Model model = getModel();
+        model.getChatClient().setTemperature(0.4);
+        model.getChatClient().setTop_p(0.8);
+    }
+
+    default List<Message> chatMessages() {
+        return getModel().getChatMessages();
+    }
+
+    default List<Message> baseMessages() {
+        return getModel().getBaseMessages();
+    }
+
+    default ChatClient chatClient() {
+        return getModel().getChatClient();
+    }
+
+    /**
+     * 仅适用Module子类，否则需要重写
+     *
+     * @return 持有的model实例
+     */
+    default Model getModel() {
+        return ((Module) this).getModel();
+    }
+
+    default void setModel(Model model) {
+        ((Module) this).setModel(model);
+    }
+
+    String modelKey();
+
+    boolean withAwareness();
+
+    String promptModule();
+}

Partner-Api/src/main/java/work/slhaf/partner/api/flow/abstracts/AgentInteractionModule.java

@@ -0,0 +1,10 @@
+package work.slhaf.partner.api.flow.abstracts;
+
+import work.slhaf.partner.api.flow.entity.InteractionFlowContext;
+
+/**
+ * 流程执行模块基类
+ */
+public abstract class AgentInteractionModule extends Module {
+    public abstract void execute(InteractionFlowContext context);
+}

Partner-Api/src/main/java/work/slhaf/partner/api/flow/abstracts/AgentInteractionSubModule.java

@@ -0,0 +1,13 @@
+package work.slhaf.partner.api.flow.abstracts;
+
+
+/**
+ * 流程子模块基类
+ * @param <I> 输入类型
+ * @param <O> 输出类型
+ */
+public abstract class AgentInteractionSubModule<I, O> extends Module {
+
+    public abstract O execute(I data);
+
+}

Partner-Api/src/main/java/work/slhaf/partner/api/flow/abstracts/Model.java

@@ -1,8 +1,8 @@
-package work.slhaf.partner.module.common.model;
+package work.slhaf.partner.api.flow.abstracts;
 
 import lombok.Data;
-import work.slhaf.partner.common.chat.ChatClient;
-import work.slhaf.partner.common.chat.pojo.Message;
+import work.slhaf.partner.api.common.chat.ChatClient;
+import work.slhaf.partner.api.common.chat.pojo.Message;
 
 import java.util.List;
 

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

@@ -0,0 +1,14 @@
+package work.slhaf.partner.api.flow.abstracts;
+
+import lombok.Getter;
+import lombok.Setter;
+import work.slhaf.partner.api.factory.capability.annotation.CapabilityHolder;
+
+@CapabilityHolder
+public abstract class Module {
+
+    @Getter
+    @Setter
+    protected Model model = new Model();
+
+}

Partner-Api/src/main/java/work/slhaf/partner/api/flow/entity/InteractionFlowContext.java

@@ -0,0 +1,10 @@
+package work.slhaf.partner.api.flow.entity;
+
+import lombok.Data;
+
+/**
+ * 流程上下文
+ */
+@Data
+public class InteractionFlowContext {
+}

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

@@ -1,4 +0,0 @@
-package work.slhaf.partner.api.module;
-
-public class ModuleRegisterFactory {
-}

Partner-Main/pom.xml

@@ -12,21 +12,6 @@
     <artifactId>Partner-Main</artifactId>
 
     <dependencies>
-        <dependency>
-            <groupId>com.alibaba</groupId>
-            <artifactId>fastjson</artifactId>
-            <version>2.0.56</version>
-        </dependency>
-        <dependency>
-            <groupId>commons-io</groupId>
-            <artifactId>commons-io</artifactId>
-            <version>2.18.0</version>
-        </dependency>
-        <dependency>
-            <groupId>cn.hutool</groupId>
-            <artifactId>hutool-all</artifactId>
-            <version>5.8.36</version>
-        </dependency>
         <dependency>
             <groupId>org.java-websocket</groupId>
             <artifactId>Java-WebSocket</artifactId>

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

@@ -101,7 +101,6 @@ public class Config {
                 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)
-//                new ModuleConfig(TaskScheduler.class.getName(), ModuleConfig.Constant.INTERNAL, null)
         );
         config.setModuleConfigList(moduleConfigList);
     }

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

@@ -2,7 +2,7 @@ package work.slhaf.partner.common.exception_handler.pojo;
 
 import lombok.Data;
 import lombok.EqualsAndHashCode;
-import work.slhaf.partner.common.serialize.PersistableObject;
+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;

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

@@ -2,7 +2,7 @@ package work.slhaf.partner.common.util;
 
 import com.alibaba.fastjson2.JSONArray;
 import work.slhaf.partner.Agent;
-import work.slhaf.partner.common.chat.pojo.Message;
+import work.slhaf.partner.api.common.chat.pojo.Message;
 
 import java.io.InputStream;
 import java.nio.charset.StandardCharsets;

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

@@ -2,9 +2,9 @@ package work.slhaf.partner.core.cognation;
 
 import lombok.Data;
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.partner.api.capability.annotation.CoordinateManager;
-import work.slhaf.partner.api.capability.annotation.Coordinated;
-import work.slhaf.partner.common.chat.constant.ChatConstant;
+import work.slhaf.partner.api.common.chat.constant.ChatConstant;
+import work.slhaf.partner.api.factory.capability.annotation.CoordinateManager;
+import work.slhaf.partner.api.factory.capability.annotation.Coordinated;
 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;

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

@@ -1,9 +1,9 @@
 package work.slhaf.partner.core.cognation.cognation;
 
-import work.slhaf.partner.api.capability.annotation.Capability;
-import work.slhaf.partner.api.capability.annotation.CapabilityMethod;
-import work.slhaf.partner.api.capability.annotation.ToCoordinated;
-import work.slhaf.partner.common.chat.pojo.Message;
+import work.slhaf.partner.api.common.chat.pojo.Message;
+import work.slhaf.partner.api.factory.capability.annotation.Capability;
+import work.slhaf.partner.api.factory.capability.annotation.CapabilityMethod;
+import work.slhaf.partner.api.factory.capability.annotation.ToCoordinated;
 import work.slhaf.partner.core.cognation.submodule.memory.pojo.EvaluatedSlice;
 
 import java.util.HashMap;

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

@@ -4,9 +4,9 @@ import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.io.FileUtils;
-import work.slhaf.partner.api.capability.annotation.CapabilityCore;
-import work.slhaf.partner.common.chat.pojo.Message;
-import work.slhaf.partner.common.serialize.PersistableObject;
+import work.slhaf.partner.api.common.chat.pojo.Message;
+import work.slhaf.partner.api.common.entity.PersistableObject;
+import work.slhaf.partner.api.factory.capability.annotation.CapabilityCore;
 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;

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

@@ -2,7 +2,7 @@ package work.slhaf.partner.core.cognation.common.pojo;
 
 import lombok.Data;
 import lombok.EqualsAndHashCode;
-import work.slhaf.partner.common.serialize.PersistableObject;
+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/cognation/common/pojo/MemorySliceResult.java

@@ -3,7 +3,7 @@ package work.slhaf.partner.core.cognation.common.pojo;
 import com.alibaba.fastjson2.annotation.JSONField;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
-import work.slhaf.partner.common.serialize.PersistableObject;
+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/cognation/submodule/cache/CacheCapability.java

@@ -1,6 +1,6 @@
 package work.slhaf.partner.core.cognation.submodule.cache;
 
-import work.slhaf.partner.api.capability.annotation.Capability;
+import work.slhaf.partner.api.factory.capability.annotation.Capability;
 
 import java.time.LocalDateTime;
 import java.util.HashMap;

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

@@ -3,9 +3,9 @@ package work.slhaf.partner.core.cognation.submodule.cache;
 import lombok.EqualsAndHashCode;
 import lombok.Getter;
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.partner.api.capability.annotation.CapabilityCore;
-import work.slhaf.partner.api.capability.annotation.CapabilityMethod;
-import work.slhaf.partner.common.serialize.PersistableObject;
+import work.slhaf.partner.api.common.entity.PersistableObject;
+import work.slhaf.partner.api.factory.capability.annotation.CapabilityCore;
+import work.slhaf.partner.api.factory.capability.annotation.CapabilityMethod;
 import work.slhaf.partner.core.cognation.common.pojo.MemoryResult;
 import work.slhaf.partner.core.cognation.submodule.memory.pojo.MemorySlice;
 

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

@@ -1,6 +1,6 @@
 package work.slhaf.partner.core.cognation.submodule.dispatch;
 
-import work.slhaf.partner.common.serialize.PersistableObject;
+import work.slhaf.partner.api.common.entity.PersistableObject;
 import work.slhaf.partner.core.cognation.submodule.dispatch.pojo.DispatchData;
 
 import java.io.Serial;

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

@@ -1,7 +1,7 @@
 package work.slhaf.partner.core.cognation.submodule.memory;
 
-import work.slhaf.partner.api.capability.annotation.Capability;
-import work.slhaf.partner.api.capability.annotation.ToCoordinated;
+import work.slhaf.partner.api.factory.capability.annotation.Capability;
+import work.slhaf.partner.api.factory.capability.annotation.ToCoordinated;
 import work.slhaf.partner.core.cognation.common.pojo.MemoryResult;
 import work.slhaf.partner.core.cognation.submodule.memory.pojo.MemorySlice;
 

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

@@ -2,9 +2,9 @@ package work.slhaf.partner.core.cognation.submodule.memory;
 
 import lombok.Data;
 import lombok.EqualsAndHashCode;
-import work.slhaf.partner.api.capability.annotation.CapabilityCore;
-import work.slhaf.partner.api.capability.annotation.CapabilityMethod;
-import work.slhaf.partner.common.serialize.PersistableObject;
+import work.slhaf.partner.api.common.entity.PersistableObject;
+import work.slhaf.partner.api.factory.capability.annotation.CapabilityCore;
+import work.slhaf.partner.api.factory.capability.annotation.CapabilityMethod;
 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.memory.exception.UnExistedDateIndexException;

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

@@ -3,7 +3,7 @@ package work.slhaf.partner.core.cognation.submodule.memory.pojo;
 import lombok.Builder;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
-import work.slhaf.partner.common.serialize.PersistableObject;
+import work.slhaf.partner.api.common.entity.PersistableObject;
 
 import java.io.Serial;
 import java.time.LocalDate;

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

@@ -3,8 +3,8 @@ package work.slhaf.partner.core.cognation.submodule.memory.pojo;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.ToString;
-import work.slhaf.partner.common.chat.pojo.Message;
-import work.slhaf.partner.common.serialize.PersistableObject;
+import work.slhaf.partner.api.common.chat.pojo.Message;
+import work.slhaf.partner.api.common.entity.PersistableObject;
 
 import java.io.Serial;
 import java.util.List;

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

@@ -3,7 +3,7 @@ package work.slhaf.partner.core.cognation.submodule.memory.pojo.node;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.partner.common.serialize.PersistableObject;
+import work.slhaf.partner.api.common.entity.PersistableObject;
 import work.slhaf.partner.core.cognation.submodule.memory.exception.NullSliceListException;
 import work.slhaf.partner.core.cognation.submodule.memory.pojo.MemorySlice;
 

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

@@ -2,7 +2,7 @@ package work.slhaf.partner.core.cognation.submodule.memory.pojo.node;
 
 import lombok.Data;
 import lombok.EqualsAndHashCode;
-import work.slhaf.partner.common.serialize.PersistableObject;
+import work.slhaf.partner.api.common.entity.PersistableObject;
 
 import java.io.Serial;
 import java.util.concurrent.ConcurrentHashMap;

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

@@ -1,6 +1,6 @@
 package work.slhaf.partner.core.cognation.submodule.perceive;
 
-import work.slhaf.partner.api.capability.annotation.Capability;
+import work.slhaf.partner.api.factory.capability.annotation.Capability;
 import work.slhaf.partner.core.cognation.submodule.perceive.pojo.User;
 
 @Capability(value = "perceive")

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

@@ -2,9 +2,9 @@ package work.slhaf.partner.core.cognation.submodule.perceive;
 
 import lombok.Data;
 import lombok.EqualsAndHashCode;
-import work.slhaf.partner.api.capability.annotation.CapabilityCore;
-import work.slhaf.partner.api.capability.annotation.CapabilityMethod;
-import work.slhaf.partner.common.serialize.PersistableObject;
+import work.slhaf.partner.api.common.entity.PersistableObject;
+import work.slhaf.partner.api.factory.capability.annotation.CapabilityCore;
+import work.slhaf.partner.api.factory.capability.annotation.CapabilityMethod;
 import work.slhaf.partner.core.cognation.cognation.exception.UserNotExistsException;
 import work.slhaf.partner.core.cognation.submodule.perceive.pojo.User;
 

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

@@ -2,7 +2,7 @@ package work.slhaf.partner.core.cognation.submodule.perceive.pojo;
 
 import lombok.Data;
 import lombok.EqualsAndHashCode;
-import work.slhaf.partner.common.serialize.PersistableObject;
+import work.slhaf.partner.api.common.entity.PersistableObject;
 
 import java.io.Serial;
 import java.time.LocalDate;

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

@@ -3,7 +3,7 @@ package work.slhaf.partner.core.interaction.data.context;
 import com.alibaba.fastjson2.JSONObject;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
-import work.slhaf.partner.common.serialize.PersistableObject;
+import work.slhaf.partner.api.common.entity.PersistableObject;
 import work.slhaf.partner.core.interaction.data.context.subcontext.CoreContext;
 import work.slhaf.partner.core.interaction.data.context.subcontext.ModuleContext;
 import work.slhaf.partner.module.common.entity.AppendPromptData;

Partner-Main/src/main/java/work/slhaf/partner/core/interaction/data/context/subcontext/CoreContext.java

@@ -3,7 +3,7 @@ package work.slhaf.partner.core.interaction.data.context.subcontext;
 import com.alibaba.fastjson2.JSONObject;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
-import work.slhaf.partner.common.serialize.PersistableObject;
+import work.slhaf.partner.api.common.entity.PersistableObject;
 
 import java.io.Serial;
 import java.util.HashMap;

Partner-Main/src/main/java/work/slhaf/partner/core/interaction/data/context/subcontext/ModuleContext.java

@@ -3,7 +3,7 @@ package work.slhaf.partner.core.interaction.data.context.subcontext;
 import com.alibaba.fastjson2.JSONObject;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
-import work.slhaf.partner.common.serialize.PersistableObject;
+import work.slhaf.partner.api.common.entity.PersistableObject;
 import work.slhaf.partner.module.common.entity.AppendPromptData;
 
 import java.io.Serial;

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

@@ -4,10 +4,10 @@ import com.alibaba.fastjson2.JSONObject;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.partner.common.chat.pojo.Message;
-import work.slhaf.partner.common.chat.pojo.MetaMessage;
+import work.slhaf.partner.api.common.chat.pojo.Message;
+import work.slhaf.partner.api.common.chat.pojo.MetaMessage;
+import work.slhaf.partner.api.common.entity.PersistableObject;
 import work.slhaf.partner.common.config.Config;
-import work.slhaf.partner.common.serialize.PersistableObject;
 
 import java.io.*;
 import java.nio.file.Files;

Partner-Main/src/main/java/work/slhaf/partner/module/common/entity/AppendPromptData.java

@@ -2,7 +2,7 @@ package work.slhaf.partner.module.common.entity;
 
 import lombok.Data;
 import lombok.EqualsAndHashCode;
-import work.slhaf.partner.common.serialize.PersistableObject;
+import work.slhaf.partner.api.common.entity.PersistableObject;
 
 import java.io.Serial;
 import java.util.HashMap;

Partner-Main/src/main/java/work/slhaf/partner/module/common/model/ActivateModel.java

@@ -1,75 +0,0 @@
-package work.slhaf.partner.module.common.model;
-
-import work.slhaf.partner.common.chat.ChatClient;
-import work.slhaf.partner.common.chat.constant.ChatConstant;
-import work.slhaf.partner.common.chat.pojo.ChatResponse;
-import work.slhaf.partner.common.chat.pojo.Message;
-import work.slhaf.partner.common.config.ModelConfig;
-import work.slhaf.partner.common.util.ResourcesUtil;
-import work.slhaf.partner.module.common.module.Module;
-
-import java.util.ArrayList;
-import java.util.List;
-
-public interface ActivateModel {
-
-    default void modelSettings() {
-        Model model = new Model();
-        ModelConfig modelConfig = ModelConfig.load(modelKey());
-        model.setBaseMessages(withAwareness() ? ResourcesUtil.Prompt.loadPromptWithSelfAwareness(modelKey(), promptModule()) : ResourcesUtil.Prompt.loadPrompt(modelKey(), promptModule()));
-        model.setChatClient(new ChatClient(modelConfig.getBaseUrl(), modelConfig.getApikey(), modelConfig.getModel()));
-    }
-
-    default ChatResponse chat() {
-        Model model = getModel();
-        List<Message> temp = new ArrayList<>();
-        temp.addAll(model.baseMessages);
-        temp.addAll(model.chatMessages);
-        return model.chatClient.runChat(temp);
-    }
-
-    default ChatResponse singleChat(String input) {
-        Model model = getModel();
-        List<Message> temp = new ArrayList<>(model.baseMessages);
-        temp.add(new Message(ChatConstant.Character.USER, input));
-        return model.chatClient.runChat(temp);
-    }
-
-    default void updateChatClientSettings() {
-        Model model = getModel();
-        model.chatClient.setTemperature(0.4);
-        model.chatClient.setTop_p(0.8);
-    }
-
-    default List<Message> chatMessages() {
-        return getModel().getChatMessages();
-    }
-
-    default List<Message> baseMessages() {
-        return getModel().getBaseMessages();
-    }
-
-    default ChatClient chatClient() {
-        return getModel().getChatClient();
-    }
-
-    /**
-     * 仅适用Module子类，否则需要重写
-     *
-     * @return 持有的model实例
-     */
-    default Model getModel() {
-        return ((Module) this).getModel();
-    }
-
-    default void setModel(Model model) {
-        ((Module) this).setModel(model);
-    }
-
-    String modelKey();
-
-    boolean withAwareness();
-
-    String promptModule();
-
-}

Partner-Main/src/main/java/work/slhaf/partner/module/common/module/InteractionModule.java

@@ -2,6 +2,6 @@ package work.slhaf.partner.module.common.module;
 
 import work.slhaf.partner.core.interaction.module.InteractionFlow;
 
-public abstract class InteractionModule extends Module implements InteractionFlow {
+public abstract class InteractionModule/* extends Module*/ implements InteractionFlow {
 
 }

Partner-Main/src/main/java/work/slhaf/partner/module/common/module/Module.java

@@ -1,15 +0,0 @@
-package work.slhaf.partner.module.common.module;
-
-import lombok.Getter;
-import lombok.Setter;
-import work.slhaf.partner.api.capability.annotation.CapabilityHolder;
-import work.slhaf.partner.module.common.model.Model;
-
-@CapabilityHolder
-public abstract class Module  {
-
-    @Getter
-    @Setter
-    protected Model model;
-
-}

Partner-Main/src/main/java/work/slhaf/partner/module/common/module/SubModule.java

@@ -1,13 +0,0 @@
-package work.slhaf.partner.module.common.module;
-
-
-/**
- * 子模块基类
- * @param <I> 输入类型
- * @param <O> 输出类型
- */
-public abstract class SubModule<I, O> extends Module {
-
-    public abstract O execute(I data);
-
-}

Partner-Main/src/main/java/work/slhaf/partner/module/modules/core/CoreModel.java

@@ -4,16 +4,16 @@ import com.alibaba.fastjson2.JSONObject;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.partner.api.capability.annotation.InjectCapability;
-import work.slhaf.partner.common.chat.constant.ChatConstant;
-import work.slhaf.partner.common.chat.pojo.ChatResponse;
-import work.slhaf.partner.common.chat.pojo.Message;
-import work.slhaf.partner.common.chat.pojo.MetaMessage;
+import work.slhaf.partner.api.common.chat.constant.ChatConstant;
+import work.slhaf.partner.api.common.chat.pojo.ChatResponse;
+import work.slhaf.partner.api.common.chat.pojo.Message;
+import work.slhaf.partner.api.common.chat.pojo.MetaMessage;
+import work.slhaf.partner.api.factory.capability.annotation.InjectCapability;
+import work.slhaf.partner.api.flow.abstracts.ActivateModel;
 import work.slhaf.partner.core.cognation.cognation.CognationCapability;
 import work.slhaf.partner.core.interaction.data.context.InteractionContext;
 import work.slhaf.partner.core.session.SessionManager;
 import work.slhaf.partner.module.common.entity.AppendPromptData;
-import work.slhaf.partner.module.common.model.ActivateModel;
 import work.slhaf.partner.module.common.model.ModelConstant;
 import work.slhaf.partner.module.common.module.CoreModule;
 
@@ -46,7 +46,7 @@ public class CoreModel extends CoreModule implements ActivateModel {
             synchronized (CoreModel.class) {
                 if (coreModel == null) {
                     coreModel = new CoreModel();
-                    coreModel.model.setChatMessages(coreModel.cognationCapability.getChatMessages());
+                    coreModel.getModel().setChatMessages(coreModel.cognationCapability.getChatMessages());
                     coreModel.appendedMessages = new ArrayList<>();
                     coreModel.sessionManager = SessionManager.getInstance();
                     coreModel.updateChatClientSettings();

Partner-Main/src/main/java/work/slhaf/partner/module/modules/memory/selector/MemorySelector.java

@@ -4,7 +4,7 @@ import com.alibaba.fastjson2.JSONObject;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.partner.api.capability.annotation.InjectCapability;
+import work.slhaf.partner.api.factory.capability.annotation.InjectCapability;
 import work.slhaf.partner.core.cognation.cognation.CognationCapability;
 import work.slhaf.partner.core.cognation.common.pojo.MemoryResult;
 import work.slhaf.partner.core.cognation.submodule.cache.CacheCapability;

Partner-Main/src/main/java/work/slhaf/partner/module/modules/memory/selector/evaluator/SliceSelectEvaluator.java

@@ -6,14 +6,14 @@ import com.alibaba.fastjson2.JSONObject;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
+import work.slhaf.partner.api.flow.abstracts.ActivateModel;
+import work.slhaf.partner.api.flow.abstracts.AgentInteractionSubModule;
 import work.slhaf.partner.common.thread.InteractionThreadPoolExecutor;
 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.memory.pojo.EvaluatedSlice;
 import work.slhaf.partner.core.cognation.submodule.memory.pojo.MemorySlice;
-import work.slhaf.partner.module.common.model.ActivateModel;
 import work.slhaf.partner.module.common.model.ModelConstant;
-import work.slhaf.partner.module.common.module.SubModule;
 import work.slhaf.partner.module.modules.memory.selector.evaluator.data.EvaluatorBatchInput;
 import work.slhaf.partner.module.modules.memory.selector.evaluator.data.EvaluatorInput;
 import work.slhaf.partner.module.modules.memory.selector.evaluator.data.EvaluatorResult;
@@ -31,7 +31,7 @@ import static work.slhaf.partner.common.util.ExtractUtil.extractJson;
 @EqualsAndHashCode(callSuper = true)
 @Data
 @Slf4j
-public class SliceSelectEvaluator extends SubModule<EvaluatorInput, List<EvaluatedSlice>> implements ActivateModel {
+public class SliceSelectEvaluator extends AgentInteractionSubModule<EvaluatorInput, List<EvaluatedSlice>> implements ActivateModel {
     private static volatile SliceSelectEvaluator sliceSelectEvaluator;
     private InteractionThreadPoolExecutor executor;
 

Partner-Main/src/main/java/work/slhaf/partner/module/modules/memory/selector/evaluator/data/EvaluatorBatchInput.java

@@ -2,7 +2,7 @@ package work.slhaf.partner.module.modules.memory.selector.evaluator.data;
 
 import lombok.Builder;
 import lombok.Data;
-import work.slhaf.partner.common.chat.pojo.Message;
+import work.slhaf.partner.api.common.chat.pojo.Message;
 
 import java.util.List;
 

Partner-Main/src/main/java/work/slhaf/partner/module/modules/memory/selector/evaluator/data/EvaluatorInput.java

@@ -2,7 +2,7 @@ package work.slhaf.partner.module.modules.memory.selector.evaluator.data;
 
 import lombok.Builder;
 import lombok.Data;
-import work.slhaf.partner.common.chat.pojo.Message;
+import work.slhaf.partner.api.common.chat.pojo.Message;
 import work.slhaf.partner.core.cognation.common.pojo.MemoryResult;
 
 import java.util.List;

Partner-Main/src/main/java/work/slhaf/partner/module/modules/memory/selector/extractor/MemorySelectExtractor.java

@@ -5,9 +5,11 @@ import com.alibaba.fastjson2.JSONObject;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.partner.api.capability.annotation.InjectCapability;
-import work.slhaf.partner.common.chat.pojo.Message;
-import work.slhaf.partner.common.chat.pojo.MetaMessage;
+import work.slhaf.partner.api.common.chat.pojo.Message;
+import work.slhaf.partner.api.common.chat.pojo.MetaMessage;
+import work.slhaf.partner.api.factory.capability.annotation.InjectCapability;
+import work.slhaf.partner.api.flow.abstracts.ActivateModel;
+import work.slhaf.partner.api.flow.abstracts.AgentInteractionSubModule;
 import work.slhaf.partner.common.exception_handler.GlobalExceptionHandler;
 import work.slhaf.partner.common.exception_handler.pojo.GlobalException;
 import work.slhaf.partner.core.cognation.cognation.CognationCapability;
@@ -15,9 +17,7 @@ import work.slhaf.partner.core.cognation.submodule.memory.MemoryCapability;
 import work.slhaf.partner.core.cognation.submodule.memory.pojo.EvaluatedSlice;
 import work.slhaf.partner.core.interaction.data.context.InteractionContext;
 import work.slhaf.partner.core.session.SessionManager;
-import work.slhaf.partner.module.common.model.ActivateModel;
 import work.slhaf.partner.module.common.model.ModelConstant;
-import work.slhaf.partner.module.common.module.SubModule;
 import work.slhaf.partner.module.modules.memory.selector.extractor.data.ExtractorInput;
 import work.slhaf.partner.module.modules.memory.selector.extractor.data.ExtractorMatchData;
 import work.slhaf.partner.module.modules.memory.selector.extractor.data.ExtractorResult;
@@ -32,7 +32,7 @@ import static work.slhaf.partner.common.util.ExtractUtil.fixTopicPath;
 @EqualsAndHashCode(callSuper = true)
 @Data
 @Slf4j
-public class MemorySelectExtractor extends SubModule<InteractionContext, ExtractorResult> implements ActivateModel {
+public class MemorySelectExtractor extends AgentInteractionSubModule<InteractionContext, ExtractorResult> implements ActivateModel {
 
     private static volatile MemorySelectExtractor memorySelectExtractor;
 

Partner-Main/src/main/java/work/slhaf/partner/module/modules/memory/selector/extractor/data/ExtractorInput.java

@@ -2,7 +2,7 @@ package work.slhaf.partner.module.modules.memory.selector.extractor.data;
 
 import lombok.Builder;
 import lombok.Data;
-import work.slhaf.partner.common.chat.pojo.Message;
+import work.slhaf.partner.api.common.chat.pojo.Message;
 import work.slhaf.partner.core.cognation.submodule.memory.pojo.EvaluatedSlice;
 
 import java.time.LocalDate;

Partner-Main/src/main/java/work/slhaf/partner/module/modules/memory/updater/MemoryUpdater.java

@@ -4,9 +4,9 @@ import com.alibaba.fastjson2.JSONObject;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.partner.api.capability.annotation.InjectCapability;
-import work.slhaf.partner.common.chat.constant.ChatConstant;
-import work.slhaf.partner.common.chat.pojo.Message;
+import work.slhaf.partner.api.common.chat.constant.ChatConstant;
+import work.slhaf.partner.api.common.chat.pojo.Message;
+import work.slhaf.partner.api.factory.capability.annotation.InjectCapability;
 import work.slhaf.partner.common.thread.InteractionThreadPoolExecutor;
 import work.slhaf.partner.core.cognation.cognation.CognationCapability;
 import work.slhaf.partner.core.cognation.submodule.cache.CacheCapability;

Partner-Main/src/main/java/work/slhaf/partner/module/modules/memory/updater/summarizer/MemorySummarizer.java

@@ -3,8 +3,8 @@ package work.slhaf.partner.module.modules.memory.updater.summarizer;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
+import work.slhaf.partner.api.flow.abstracts.AgentInteractionSubModule;
 import work.slhaf.partner.common.thread.InteractionThreadPoolExecutor;
-import work.slhaf.partner.module.common.module.SubModule;
 import work.slhaf.partner.module.modules.memory.updater.summarizer.data.SummarizeInput;
 import work.slhaf.partner.module.modules.memory.updater.summarizer.data.SummarizeResult;
 
@@ -13,7 +13,7 @@ import java.util.HashMap;
 @EqualsAndHashCode(callSuper = true)
 @Data
 @Slf4j
-public class MemorySummarizer extends SubModule<SummarizeInput,SummarizeResult> {
+public class MemorySummarizer extends AgentInteractionSubModule<SummarizeInput,SummarizeResult> {
 
     private static volatile MemorySummarizer memorySummarizer;
     public static final String MODEL_KEY = "memory_summarizer";

Partner-Main/src/main/java/work/slhaf/partner/module/modules/memory/updater/summarizer/MultiSummarizer.java

@@ -5,10 +5,10 @@ import com.alibaba.fastjson2.JSONObject;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.partner.common.chat.pojo.ChatResponse;
-import work.slhaf.partner.module.common.model.ActivateModel;
+import work.slhaf.partner.api.common.chat.pojo.ChatResponse;
+import work.slhaf.partner.api.flow.abstracts.ActivateModel;
+import work.slhaf.partner.api.flow.abstracts.AgentInteractionSubModule;
 import work.slhaf.partner.module.common.model.ModelConstant;
-import work.slhaf.partner.module.common.module.SubModule;
 import work.slhaf.partner.module.modules.memory.updater.summarizer.data.SummarizeInput;
 import work.slhaf.partner.module.modules.memory.updater.summarizer.data.SummarizeResult;
 
@@ -21,7 +21,7 @@ import static work.slhaf.partner.common.util.ExtractUtil.fixTopicPath;
 @EqualsAndHashCode(callSuper = true)
 @Data
 @Slf4j
-public class MultiSummarizer extends SubModule<SummarizeInput, SummarizeResult> implements ActivateModel {
+public class MultiSummarizer extends AgentInteractionSubModule<SummarizeInput, SummarizeResult> implements ActivateModel {
 
     private static volatile MultiSummarizer multiSummarizer;
 

Partner-Main/src/main/java/work/slhaf/partner/module/modules/memory/updater/summarizer/SingleSummarizer.java

@@ -4,13 +4,13 @@ import com.alibaba.fastjson2.JSONObject;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.partner.common.chat.constant.ChatConstant;
-import work.slhaf.partner.common.chat.pojo.ChatResponse;
-import work.slhaf.partner.common.chat.pojo.Message;
+import work.slhaf.partner.api.common.chat.constant.ChatConstant;
+import work.slhaf.partner.api.common.chat.pojo.ChatResponse;
+import work.slhaf.partner.api.common.chat.pojo.Message;
+import work.slhaf.partner.api.flow.abstracts.ActivateModel;
+import work.slhaf.partner.api.flow.abstracts.AgentInteractionSubModule;
 import work.slhaf.partner.common.thread.InteractionThreadPoolExecutor;
-import work.slhaf.partner.module.common.model.ActivateModel;
 import work.slhaf.partner.module.common.model.ModelConstant;
-import work.slhaf.partner.module.common.module.SubModule;
 
 import java.util.ArrayList;
 import java.util.List;
@@ -21,7 +21,7 @@ import java.util.concurrent.atomic.AtomicInteger;
 @EqualsAndHashCode(callSuper = true)
 @Slf4j
 @Data
-public class SingleSummarizer extends SubModule<List<Message>,Void> implements ActivateModel {
+public class SingleSummarizer extends AgentInteractionSubModule<List<Message>,Void> implements ActivateModel {
 
     private static volatile SingleSummarizer singleSummarizer;
 

Partner-Main/src/main/java/work/slhaf/partner/module/modules/memory/updater/summarizer/TotalSummarizer.java

@@ -5,10 +5,10 @@ import com.alibaba.fastjson2.JSONObject;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.partner.common.chat.pojo.ChatResponse;
-import work.slhaf.partner.module.common.model.ActivateModel;
+import work.slhaf.partner.api.common.chat.pojo.ChatResponse;
+import work.slhaf.partner.api.flow.abstracts.ActivateModel;
+import work.slhaf.partner.api.flow.abstracts.AgentInteractionSubModule;
 import work.slhaf.partner.module.common.model.ModelConstant;
-import work.slhaf.partner.module.common.module.SubModule;
 
 import java.util.HashMap;
 
@@ -17,7 +17,7 @@ import static work.slhaf.partner.common.util.ExtractUtil.extractJson;
 @EqualsAndHashCode(callSuper = true)
 @Data
 @Slf4j
-public class TotalSummarizer extends SubModule<HashMap<String, String>, String> implements ActivateModel {
+public class TotalSummarizer extends AgentInteractionSubModule<HashMap<String, String>, String> implements ActivateModel {
 
     private static volatile TotalSummarizer totalSummarizer;
 

Partner-Main/src/main/java/work/slhaf/partner/module/modules/memory/updater/summarizer/data/SummarizeInput.java

@@ -2,7 +2,7 @@ package work.slhaf.partner.module.modules.memory.updater.summarizer.data;
 
 import lombok.AllArgsConstructor;
 import lombok.Data;
-import work.slhaf.partner.common.chat.pojo.Message;
+import work.slhaf.partner.api.common.chat.pojo.Message;
 
 import java.util.List;
 

Partner-Main/src/main/java/work/slhaf/partner/module/modules/perceive/selector/PerceiveSelector.java

@@ -2,7 +2,7 @@ package work.slhaf.partner.module.modules.perceive.selector;
 
 import lombok.Setter;
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.partner.api.capability.annotation.InjectCapability;
+import work.slhaf.partner.api.factory.capability.annotation.InjectCapability;
 import work.slhaf.partner.core.cognation.submodule.perceive.PerceiveCapability;
 import work.slhaf.partner.core.cognation.submodule.perceive.pojo.User;
 import work.slhaf.partner.core.interaction.data.context.InteractionContext;

Partner-Main/src/main/java/work/slhaf/partner/module/modules/perceive/updater/PerceiveUpdater.java

@@ -3,7 +3,7 @@ package work.slhaf.partner.module.modules.perceive.updater;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.partner.api.capability.annotation.InjectCapability;
+import work.slhaf.partner.api.factory.capability.annotation.InjectCapability;
 import work.slhaf.partner.common.thread.InteractionThreadPoolExecutor;
 import work.slhaf.partner.core.cognation.cognation.CognationCapability;
 import work.slhaf.partner.core.cognation.submodule.perceive.PerceiveCapability;

Partner-Main/src/main/java/work/slhaf/partner/module/modules/perceive/updater/relation_extractor/RelationExtractor.java

@@ -3,15 +3,15 @@ package work.slhaf.partner.module.modules.perceive.updater.relation_extractor;
 import com.alibaba.fastjson2.JSONObject;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
-import work.slhaf.partner.common.chat.pojo.ChatResponse;
-import work.slhaf.partner.common.chat.pojo.Message;
+import work.slhaf.partner.api.common.chat.pojo.ChatResponse;
+import work.slhaf.partner.api.common.chat.pojo.Message;
+import work.slhaf.partner.api.flow.abstracts.ActivateModel;
+import work.slhaf.partner.api.flow.abstracts.AgentInteractionSubModule;
 import work.slhaf.partner.core.cognation.cognation.CognationCapability;
 import work.slhaf.partner.core.cognation.submodule.perceive.PerceiveCapability;
 import work.slhaf.partner.core.cognation.submodule.perceive.pojo.User;
 import work.slhaf.partner.core.interaction.data.context.InteractionContext;
-import work.slhaf.partner.module.common.model.ActivateModel;
 import work.slhaf.partner.module.common.model.ModelConstant;
-import work.slhaf.partner.module.common.module.SubModule;
 import work.slhaf.partner.module.modules.perceive.updater.relation_extractor.pojo.RelationExtractInput;
 import work.slhaf.partner.module.modules.perceive.updater.relation_extractor.pojo.RelationExtractResult;
 
@@ -22,7 +22,7 @@ import java.util.List;
 
 @EqualsAndHashCode(callSuper = true)
 @Data
-public class RelationExtractor extends SubModule<InteractionContext, RelationExtractResult> implements ActivateModel {
+public class RelationExtractor extends AgentInteractionSubModule<InteractionContext, RelationExtractResult> implements ActivateModel {
 
     private static volatile RelationExtractor relationExtractor;
 

Partner-Main/src/main/java/work/slhaf/partner/module/modules/perceive/updater/relation_extractor/pojo/RelationExtractInput.java

@@ -1,7 +1,7 @@
 package work.slhaf.partner.module.modules.perceive.updater.relation_extractor.pojo;
 
 import lombok.Data;
-import work.slhaf.partner.common.chat.pojo.Message;
+import work.slhaf.partner.api.common.chat.pojo.Message;
 
 import java.util.HashMap;
 import java.util.List;

Partner-Main/src/main/java/work/slhaf/partner/module/modules/perceive/updater/static_extractor/StaticMemoryExtractor.java

@@ -4,14 +4,14 @@ import cn.hutool.json.JSONUtil;
 import com.alibaba.fastjson2.JSONObject;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
-import work.slhaf.partner.api.capability.annotation.InjectCapability;
-import work.slhaf.partner.common.chat.pojo.ChatResponse;
+import work.slhaf.partner.api.common.chat.pojo.ChatResponse;
+import work.slhaf.partner.api.factory.capability.annotation.InjectCapability;
+import work.slhaf.partner.api.flow.abstracts.ActivateModel;
+import work.slhaf.partner.api.flow.abstracts.AgentInteractionSubModule;
 import work.slhaf.partner.core.cognation.cognation.CognationCapability;
 import work.slhaf.partner.core.cognation.submodule.perceive.PerceiveCapability;
 import work.slhaf.partner.core.interaction.data.context.InteractionContext;
-import work.slhaf.partner.module.common.model.ActivateModel;
 import work.slhaf.partner.module.common.model.ModelConstant;
-import work.slhaf.partner.module.common.module.SubModule;
 import work.slhaf.partner.module.modules.perceive.updater.static_extractor.data.StaticMemoryExtractInput;
 
 import java.io.IOException;
@@ -19,7 +19,7 @@ import java.util.HashMap;
 
 @EqualsAndHashCode(callSuper = true)
 @Data
-public class StaticMemoryExtractor extends SubModule<InteractionContext, HashMap<String, String>> implements ActivateModel {
+public class StaticMemoryExtractor extends AgentInteractionSubModule<InteractionContext, HashMap<String, String>> implements ActivateModel {
 
     private static volatile StaticMemoryExtractor staticMemoryExtractor;
 

Partner-Main/src/main/java/work/slhaf/partner/module/modules/perceive/updater/static_extractor/data/StaticMemoryExtractInput.java

@@ -2,7 +2,7 @@ package work.slhaf.partner.module.modules.perceive.updater.static_extractor.data
 
 import lombok.Builder;
 import lombok.Data;
-import work.slhaf.partner.common.chat.pojo.Message;
+import work.slhaf.partner.api.common.chat.pojo.Message;
 
 import java.util.List;
 import java.util.Map;