Merge pull request 'fix: 修复增加 FAQ 报错的 bug' (#1) from hotfix/embedding_error into main

Reviewed-on: #1

Dockerfile

@@ -1,3 +1,4 @@
+# 后端构建脚本
 FROM --platform=linux/amd64 swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/eclipse-temurin:17-jre
 
 ENV LANG=C.UTF-8
@@ -8,12 +9,40 @@ ENV EASYFLOW_JAR_PATH=/app/artifacts/easyflow.jar
 ENV EASYFLOW_CONFIG_PATH=file:/app/application.yml
 ENV EASYFLOW_LOG_FILE=/app/logs/app.log
 ENV EASYFLOW_JAR_RESTART_GRACE_SECONDS=30
+ENV NPM_CONFIG_REGISTRY=https://registry.npmmirror.com
+ENV PIP_INDEX_URL=https://pypi.tuna.tsinghua.edu.cn/simple
+ENV PIP_TRUSTED_HOST=pypi.tuna.tsinghua.edu.cn
 
 WORKDIR /app
 
 RUN useradd --system --create-home easyflow && \
     apt-get update && \
-    apt-get install -y --no-install-recommends python3 inotify-tools tini && \
+    apt-get install -y --no-install-recommends \
+        ca-certificates \
+        curl \
+        gnupg && \
+    mkdir -p /etc/apt/keyrings && \
+    curl -fsSL https://deb.nodesource.com/gpgkey/nodesource-repo.gpg.key -o /tmp/nodesource.gpg.key && \
+    gpg --dearmor -o /etc/apt/keyrings/nodesource.gpg /tmp/nodesource.gpg.key && \
+    chmod 644 /etc/apt/keyrings/nodesource.gpg && \
+    printf "deb [signed-by=/etc/apt/keyrings/nodesource.gpg] https://deb.nodesource.com/node_24.x nodistro main\n" > /etc/apt/sources.list.d/nodesource.list && \
+    rm -f /tmp/nodesource.gpg.key && \
+    apt-get update && \
+    apt-get install -y --no-install-recommends \
+        inotify-tools \
+        nodejs \
+        python3 \
+        python3-pip \
+        python3-venv \
+        tini && \
+    ln -sf /usr/bin/python3 /usr/local/bin/python && \
+    ln -sf /usr/bin/pip3 /usr/local/bin/pip && \
+    npm config set registry "${NPM_CONFIG_REGISTRY}" && \
+    printf "registry=%s\n" "${NPM_CONFIG_REGISTRY}" > /etc/npmrc && \
+    npm install -g pnpm@10.17.1 && \
+    pnpm config set registry "${NPM_CONFIG_REGISTRY}" && \
+    mkdir -p /etc/pip && \
+    printf "[global]\nindex-url = %s\ntrusted-host = %s\n" "${PIP_INDEX_URL}" "${PIP_TRUSTED_HOST}" > /etc/pip.conf && \
     rm -rf /var/lib/apt/lists/* && \
     mkdir -p /app/logs /app/artifacts /app/data && \
     chown -R easyflow:easyflow /app

config/proguard/common-keep.pro

@@ -0,0 +1,61 @@
+-dontshrink
+-dontoptimize
+-dontpreverify
+-ignorewarnings
+-dontnote
+
+-libraryjars <java.home>/jmods/java.base.jmod(!**.jar;!module-info.class)
+-libraryjars <java.home>/jmods/java.compiler.jmod(!**.jar;!module-info.class)
+-libraryjars <java.home>/jmods/java.datatransfer.jmod(!**.jar;!module-info.class)
+-libraryjars <java.home>/jmods/java.desktop.jmod(!**.jar;!module-info.class)
+-libraryjars <java.home>/jmods/java.instrument.jmod(!**.jar;!module-info.class)
+-libraryjars <java.home>/jmods/java.logging.jmod(!**.jar;!module-info.class)
+-libraryjars <java.home>/jmods/java.management.jmod(!**.jar;!module-info.class)
+-libraryjars <java.home>/jmods/java.naming.jmod(!**.jar;!module-info.class)
+-libraryjars <java.home>/jmods/java.net.http.jmod(!**.jar;!module-info.class)
+-libraryjars <java.home>/jmods/java.prefs.jmod(!**.jar;!module-info.class)
+-libraryjars <java.home>/jmods/java.rmi.jmod(!**.jar;!module-info.class)
+-libraryjars <java.home>/jmods/java.scripting.jmod(!**.jar;!module-info.class)
+-libraryjars <java.home>/jmods/java.security.jgss.jmod(!**.jar;!module-info.class)
+-libraryjars <java.home>/jmods/java.security.sasl.jmod(!**.jar;!module-info.class)
+-libraryjars <java.home>/jmods/java.sql.jmod(!**.jar;!module-info.class)
+-libraryjars <java.home>/jmods/java.transaction.xa.jmod(!**.jar;!module-info.class)
+-libraryjars <java.home>/jmods/java.xml.jmod(!**.jar;!module-info.class)
+-libraryjars <java.home>/jmods/java.xml.crypto.jmod(!**.jar;!module-info.class)
+
+-keepattributes RuntimeVisibleAnnotations,RuntimeInvisibleAnnotations,RuntimeVisibleParameterAnnotations,RuntimeInvisibleParameterAnnotations,AnnotationDefault,Signature,InnerClasses,EnclosingMethod,Record,SourceFile,LineNumberTable,MethodParameters
+
+-keep @org.springframework.stereotype.Controller class * { *; }
+-keep @org.springframework.web.bind.annotation.RestController class * { *; }
+-keep @org.springframework.context.annotation.Configuration class * { *; }
+-keep @org.springframework.boot.context.properties.ConfigurationProperties class * { *; }
+-keep @org.springframework.boot.autoconfigure.SpringBootApplication class * { *; }
+
+-keep class **.*Controller { *; }
+-keep class **.*Mapper { *; }
+-keep class **.mapper.** { *; }
+-keep class **.entity.** { *; }
+-keep class **.dto.** { *; }
+-keep class **.vo.** { *; }
+-keep class **.model.** { *; }
+-keep class **.config.** { *; }
+-keep class **.enums.** { *; }
+-keep class **.annotation.** { *; }
+-keep class **.*Exception { *; }
+-keep class **.*ErrorCode { *; }
+-keep class **.*Properties { *; }
+-keep class **.*Config { *; }
+-keep class **.*Configuration { *; }
+-keep interface tech.easyflow.** { *; }
+-keep enum tech.easyflow.** { *; }
+
+-keepclassmembers class * {
+    @jakarta.annotation.Resource <fields>;
+    @org.springframework.beans.factory.annotation.Autowired <fields>;
+    @org.springframework.beans.factory.annotation.Value <fields>;
+    @org.springframework.context.annotation.Bean <methods>;
+}
+
+-keepclassmembers class * {
+    public <init>(...);
+}

config/proguard/easyflow-module-ai.pro

@@ -0,0 +1,28 @@
+-include ../../config/proguard/common-keep.pro
+
+-keep class tech.easyflow.ai.chattime.** { *; }
+-keep class tech.easyflow.ai.constants.** { *; }
+-keep class tech.easyflow.ai.document.** { *; }
+-keep class tech.easyflow.ai.documentimport.** { *; }
+-keep class tech.easyflow.ai.easyagents.** { *; }
+-keep class tech.easyflow.ai.exception.** { *; }
+-keep class tech.easyflow.ai.mcp.** { *; }
+-keep class tech.easyflow.ai.node.** { *; }
+-keep class tech.easyflow.ai.permission.** { *; }
+-keep class tech.easyflow.ai.plugin.** { *; }
+-keep class tech.easyflow.ai.publish.** { *; }
+-keep class tech.easyflow.ai.rag.** { *; }
+-keep class tech.easyflow.ai.service.** { *; }
+-keep class tech.easyflow.ai.support.** { *; }
+-keep class tech.easyflow.ai.utils.** { *; }
+-keep class tech.easyflow.ai.invoke.service.** { *; }
+-keep class tech.easyflow.ai.invoke.model.** { *; }
+-keep class tech.easyflow.ai.invoke.protocol.** { *; }
+-keep class tech.easyflow.ai.invoke.exception.** { *; }
+-keep class tech.easyflow.ai.invoke.mapper.OpenAiProtocolMapper { *; }
+-keep class tech.easyflow.ai.invoke.provider.ModelProviderGateway { *; }
+-keep class tech.easyflow.ai.invoke.provider.UnifiedChatChunkObserver { *; }
+-keep class tech.easyflow.ai.easyagentsflow.config.** { *; }
+-keep class tech.easyflow.ai.easyagentsflow.entity.** { *; }
+-keep class tech.easyflow.ai.easyagentsflow.service.** { *; }
+-keep class tech.easyflow.ai.easyagentsflow.support.** { *; }

config/proguard/easyflow-module-autoconfig.pro

@@ -0,0 +1,5 @@
+-include ../../config/proguard/common-keep.pro
+
+-keep class tech.easyflow.autoconfig.license.EasyflowLicenseBootstrapValidator { *; }
+-keep class tech.easyflow.autoconfig.license.EasyflowLicenseProperties { *; }
+-keep class tech.easyflow.autoconfig.license.EasyflowLicenseVerificationResult { *; }

config/proguard/easyflow-module-datacenter.pro

@@ -0,0 +1,10 @@
+-include ../../config/proguard/common-keep.pro
+
+-keep class tech.easyflow.datacenter.connector.DatacenterConnector { *; }
+-keep class tech.easyflow.datacenter.connector.QueryExecutor { *; }
+-keep class tech.easyflow.datacenter.connector.WriteExecutor { *; }
+-keep class tech.easyflow.datacenter.connector.MetadataExplorer { *; }
+-keep class tech.easyflow.datacenter.connector.SourceHealthChecker { *; }
+-keep class tech.easyflow.datacenter.connector.SqlDialect { *; }
+-keep class tech.easyflow.datacenter.execution.model.** { *; }
+-keep class tech.easyflow.datacenter.meta.enums.** { *; }

easyflow-api/easyflow-api-admin/pom.xml

@@ -20,6 +20,10 @@
             <groupId>tech.easyflow</groupId>
             <artifactId>easyflow-module-ai</artifactId>
         </dependency>
+        <dependency>
+            <groupId>tech.easyflow</groupId>
+            <artifactId>easyflow-module-agent</artifactId>
+        </dependency>
         <dependency>
             <groupId>tech.easyflow</groupId>
             <artifactId>easyflow-module-chatlog</artifactId>

easyflow-api/easyflow-api-admin/src/main/java/tech/easyflow/admin/controller/agent/AgentCategoryController.java

@@ -0,0 +1,87 @@
+package tech.easyflow.admin.controller.agent;
+
+import com.mybatisflex.core.query.QueryWrapper;
+import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+import tech.easyflow.agent.entity.Agent;
+import tech.easyflow.agent.entity.AgentCategory;
+import tech.easyflow.agent.mapper.AgentMapper;
+import tech.easyflow.agent.service.AgentCategoryService;
+import tech.easyflow.common.annotation.UsePermission;
+import tech.easyflow.common.domain.Result;
+import tech.easyflow.common.web.controller.BaseCurdController;
+import tech.easyflow.common.web.exceptions.BusinessException;
+import tech.easyflow.system.entity.vo.RoleCategoryAccessSnapshot;
+import tech.easyflow.system.enums.CategoryResourceType;
+import tech.easyflow.system.service.CategoryPermissionService;
+
+import javax.annotation.Resource;
+import java.io.Serializable;
+import java.util.Collection;
+import java.util.Collections;
+import java.util.List;
+
+/**
+ * Agent 分类管理控制器。
+ */
+@RestController
+@RequestMapping("/api/v1/agentCategory")
+@UsePermission(moduleName = "/api/v1/agent")
+public class AgentCategoryController extends BaseCurdController<AgentCategoryService, AgentCategory> {
+
+    @Resource
+    private AgentMapper agentMapper;
+    @Resource
+    private CategoryPermissionService categoryPermissionService;
+
+    /**
+     * 创建 Agent 分类管理控制器。
+     *
+     * @param service Agent 分类服务
+     */
+    public AgentCategoryController(AgentCategoryService service) {
+        super(service);
+    }
+
+    /**
+     * 查询当前用户可见的 Agent 分类。
+     *
+     * @param entity 查询条件
+     * @param asTree 是否转树
+     * @param sortKey 排序字段
+     * @param sortType 排序方式
+     * @return 可见分类列表
+     */
+    @GetMapping("visibleList")
+    public Result<List<AgentCategory>> visibleList(AgentCategory entity, Boolean asTree, String sortKey, String sortType) {
+        QueryWrapper queryWrapper = QueryWrapper.create(entity, buildOperators(entity));
+        RoleCategoryAccessSnapshot access = categoryPermissionService.getCurrentAccess(CategoryResourceType.AGENT.getCode());
+        if (access.isRestricted()) {
+            if (access.getCategoryIds().isEmpty()) {
+                return Result.ok(Collections.emptyList());
+            }
+            queryWrapper.in("id", access.getCategoryIds());
+        }
+        queryWrapper.orderBy(buildOrderBy(sortKey, sortType, getDefaultOrderBy()));
+        return Result.ok(service.list(queryWrapper));
+    }
+
+    /**
+     * 删除分类前校验是否仍被 Agent 使用。
+     *
+     * @param ids 分类 ID 集合
+     * @return 校验结果
+     */
+    @Override
+    protected Result<?> onRemoveBefore(Collection<Serializable> ids) {
+        for (Serializable id : ids) {
+            QueryWrapper queryWrapper = QueryWrapper.create().eq(Agent::getCategoryId, id);
+            List<Agent> agents = agentMapper.selectListByQuery(queryWrapper);
+            if (agents != null && !agents.isEmpty()) {
+                throw new BusinessException("请先删除该分类下的所有 Agent");
+            }
+        }
+        return super.onRemoveBefore(ids);
+    }
+}

easyflow-api/easyflow-api-admin/src/main/java/tech/easyflow/admin/controller/agent/AgentController.java

@@ -0,0 +1,351 @@
+package tech.easyflow.admin.controller.agent;
+
+import cn.dev33.satoken.annotation.SaCheckPermission;
+import com.mybatisflex.core.paginate.Page;
+import com.mybatisflex.core.query.QueryWrapper;
+import jakarta.servlet.http.HttpServletRequest;
+import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+import org.springframework.web.context.request.RequestContextHolder;
+import org.springframework.web.context.request.ServletRequestAttributes;
+import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
+import tech.easyflow.admin.controller.ai.support.AiResourceCreatorNameSupport;
+import tech.easyflow.agent.entity.Agent;
+import tech.easyflow.agent.entity.AgentKnowledgeBinding;
+import tech.easyflow.agent.entity.AgentToolBinding;
+import tech.easyflow.agent.publish.AgentPublishAppService;
+import tech.easyflow.agent.runtime.AgentChatRequest;
+import tech.easyflow.agent.runtime.AgentDraftChatRequest;
+import tech.easyflow.agent.runtime.AgentRunService;
+import tech.easyflow.agent.service.AgentApprovalStateService;
+import tech.easyflow.agent.service.AgentKnowledgeBindingService;
+import tech.easyflow.agent.service.AgentService;
+import tech.easyflow.agent.service.AgentToolBindingService;
+import tech.easyflow.ai.enums.PublishStatus;
+import tech.easyflow.approval.entity.vo.ApprovalActionResult;
+import tech.easyflow.common.domain.Result;
+import tech.easyflow.common.web.controller.BaseCurdController;
+import tech.easyflow.common.web.jsonbody.JsonBody;
+import tech.easyflow.system.entity.vo.RoleCategoryAccessSnapshot;
+import tech.easyflow.system.enums.CategoryResourceType;
+import tech.easyflow.system.enums.ResourceAction;
+import tech.easyflow.system.service.CategoryPermissionService;
+import tech.easyflow.system.service.ResourceAccessService;
+
+import javax.annotation.Resource;
+import java.io.Serializable;
+import java.math.BigInteger;
+import java.util.Collection;
+import java.util.Collections;
+import java.util.List;
+
+import static tech.easyflow.agent.entity.table.AgentTableDef.AGENT;
+
+/**
+ * Agent 管理端控制器。
+ */
+@RestController
+@RequestMapping("/api/v1/agent")
+public class AgentController extends BaseCurdController<AgentService, Agent> {
+
+    @Resource
+    private AgentToolBindingService agentToolBindingService;
+    @Resource
+    private AgentKnowledgeBindingService agentKnowledgeBindingService;
+    @Resource
+    private AgentRunService agentRunService;
+    @Resource
+    private AgentPublishAppService agentPublishAppService;
+    @Resource
+    private ResourceAccessService resourceAccessService;
+    @Resource
+    private CategoryPermissionService categoryPermissionService;
+    @Resource
+    private AgentApprovalStateService agentApprovalStateService;
+    @Resource
+    private AiResourceCreatorNameSupport aiResourceCreatorNameSupport;
+
+    /**
+     * 创建 Agent 控制器。
+     *
+     * @param service Agent 服务
+     */
+    public AgentController(AgentService service) {
+        super(service);
+    }
+
+    /**
+     * 获取 Agent 详情。
+     *
+     * @param id Agent ID
+     * @return Agent 详情
+     */
+    @GetMapping("/getDetail")
+    public Result<Agent> getDetail(BigInteger id) {
+        Agent agent = service.getDetail(id);
+        agentApprovalStateService.fillAgentApprovalState(agent);
+        return Result.ok(agent);
+    }
+
+    /**
+     * 保存 Agent 草稿。
+     *
+     * @param agent Agent 草稿
+     * @return Agent 详情
+     */
+    @Override
+    @PostMapping("save")
+    public Result<?> save(@JsonBody Agent agent) {
+        return Result.ok(service.saveDraft(agent));
+    }
+
+    /**
+     * 更新 Agent 草稿。
+     *
+     * @param agent Agent 草稿
+     * @return Agent 详情
+     */
+    @Override
+    @PostMapping("update")
+    public Result<?> update(@JsonBody Agent agent) {
+        return Result.ok(service.updateDraft(agent));
+    }
+
+    /**
+     * 查询 Agent 列表。
+     *
+     * @param entity 查询条件
+     * @param asTree 是否转树
+     * @param sortKey 排序字段
+     * @param sortType 排序方式
+     * @return Agent 列表
+     */
+    @Override
+    public Result<List<Agent>> list(Agent entity, Boolean asTree, String sortKey, String sortType) {
+        HttpServletRequest request = currentRequest();
+        QueryWrapper queryWrapper = request == null ? QueryWrapper.create() : buildQueryWrapper(request);
+        if (!applyCategoryPermission(queryWrapper)) {
+            return Result.ok(Collections.emptyList());
+        }
+        applyPublishedOnlyFilter(queryWrapper);
+        queryWrapper.orderBy(buildOrderBy(sortKey, sortType, getDefaultOrderBy()));
+        List<Agent> agents = service.list(queryWrapper);
+        if (isPublishedOnlyRequest()) {
+            agents = agents.stream().map(agent -> service.fromSnapshot(agent.getPublishedSnapshotJson())).toList();
+        }
+        agentApprovalStateService.fillAgentApprovalState(agents);
+        aiResourceCreatorNameSupport.fillAgentCreatorNames(agents);
+        return Result.ok(agents);
+    }
+
+    /**
+     * 运行 Agent 纯文本聊天。
+     *
+     * @param request 聊天请求
+     * @return SSE Emitter
+     */
+    @PostMapping("chat")
+    public SseEmitter chat(@JsonBody AgentChatRequest request) {
+        return agentRunService.chat(request);
+    }
+
+    /**
+     * 运行 Agent 草稿态纯文本试用。
+     *
+     * @param request 草稿试用请求
+     * @return SSE Emitter
+     */
+    @PostMapping("/chat/draft")
+    public SseEmitter chatDraft(@JsonBody AgentDraftChatRequest request) {
+        return agentRunService.chatDraft(request);
+    }
+
+    /**
+     * 清理 Agent 草稿试运行会话。
+     *
+     * @param sessionId 草稿试运行会话 ID
+     * @return 操作结果
+     */
+    @PostMapping("/chat/draft/clear")
+    public Result<Void> clearDraftSession(@JsonBody(value = "sessionId", required = true) String sessionId) {
+        agentRunService.clearDraftSession(sessionId);
+        return Result.ok();
+    }
+
+    /**
+     * 批准工具执行。
+     *
+     * @param requestId 请求 ID
+     * @param resumeToken 恢复令牌
+     * @return 操作结果
+     */
+    @PostMapping("/run/approve")
+    public Result<Void> approve(@JsonBody("requestId") String requestId,
+                                @JsonBody(value = "resumeToken", required = true) String resumeToken) {
+        agentRunService.approve(requestId, resumeToken);
+        return Result.ok();
+    }
+
+    /**
+     * 拒绝工具执行。
+     *
+     * @param requestId 请求 ID
+     * @param resumeToken 恢复令牌
+     * @param reason 拒绝原因
+     * @return 操作结果
+     */
+    @PostMapping("/run/reject")
+    public Result<Void> reject(@JsonBody("requestId") String requestId,
+                               @JsonBody(value = "resumeToken", required = true) String resumeToken,
+                               @JsonBody("reason") String reason) {
+        agentRunService.reject(requestId, resumeToken, reason);
+        return Result.ok();
+    }
+
+    /**
+     * 更新 Agent 工具绑定。
+     *
+     * @param agentId Agent ID
+     * @param bindings 工具绑定
+     * @return 保存后的启用绑定
+     */
+    @PostMapping("/toolBinding/update")
+    @SaCheckPermission("/api/v1/agent/save")
+    public Result<List<AgentToolBinding>> updateToolBinding(@JsonBody(value = "agentId", required = true) BigInteger agentId,
+                                                            @JsonBody("bindings") List<AgentToolBinding> bindings) {
+        return Result.ok(agentToolBindingService.replaceBindings(agentId, bindings));
+    }
+
+    /**
+     * 更新 Agent 知识库绑定。
+     *
+     * @param agentId Agent ID
+     * @param bindings 知识库绑定
+     * @return 保存后的启用绑定
+     */
+    @PostMapping("/knowledgeBinding/update")
+    @SaCheckPermission("/api/v1/agent/save")
+    public Result<List<AgentKnowledgeBinding>> updateKnowledgeBinding(@JsonBody(value = "agentId", required = true) BigInteger agentId,
+                                                                      @JsonBody("bindings") List<AgentKnowledgeBinding> bindings) {
+        return Result.ok(agentKnowledgeBindingService.replaceBindings(agentId, bindings));
+    }
+
+    /**
+     * 提交发布审批。
+     *
+     * @param id Agent ID
+     * @return 审批实例 ID
+     */
+    @PostMapping("/submitPublishApproval")
+    @SaCheckPermission("/api/v1/agent/save")
+    public Result<BigInteger> submitPublishApproval(@JsonBody("id") BigInteger id) {
+        return buildApprovalActionResult(agentPublishAppService.submitPublishApproval(id), "已提交发布审批", "已直接发布");
+    }
+
+    /**
+     * 提交下线审批。
+     *
+     * @param id Agent ID
+     * @return 审批实例 ID
+     */
+    @PostMapping("/submitOfflineApproval")
+    @SaCheckPermission("/api/v1/agent/save")
+    public Result<BigInteger> submitOfflineApproval(@JsonBody("id") BigInteger id) {
+        return buildApprovalActionResult(agentPublishAppService.submitOfflineApproval(id), "已提交下线审批", "已直接下线");
+    }
+
+    /**
+     * 提交删除审批。
+     *
+     * @param id Agent ID
+     * @return 审批实例 ID
+     */
+    @PostMapping("/submitDeleteApproval")
+    @SaCheckPermission("/api/v1/agent/remove")
+    public Result<BigInteger> submitDeleteApproval(@JsonBody("id") BigInteger id) {
+        return buildApprovalActionResult(agentPublishAppService.submitDeleteApproval(id), "已提交删除审批", "已直接删除");
+    }
+
+    @Override
+    protected Result<?> onRemoveBefore(Collection<Serializable> ids) {
+        for (Serializable id : ids) {
+            Agent agent = service.getById(String.valueOf(id));
+            if (agent != null) {
+                resourceAccessService.assertAccess(CategoryResourceType.AGENT, agent, ResourceAction.MANAGE, "无权限删除该 Agent");
+            }
+        }
+        agentToolBindingService.remove(QueryWrapper.create().in("agent_id", ids));
+        agentKnowledgeBindingService.remove(QueryWrapper.create().in("agent_id", ids));
+        return super.onRemoveBefore(ids);
+    }
+
+    /**
+     * 查询 Agent 分页。
+     *
+     * @param page 分页参数
+     * @param queryWrapper 查询条件
+     * @return Agent 分页
+     */
+    @Override
+    protected Page<Agent> queryPage(Page<Agent> page, QueryWrapper queryWrapper) {
+        if (!applyCategoryPermission(queryWrapper)) {
+            return new Page<>(Collections.emptyList(), page.getPageNumber(), page.getPageSize(), 0L);
+        }
+        applyPublishedOnlyFilter(queryWrapper);
+        Page<Agent> result = super.queryPage(page, queryWrapper);
+        if (isPublishedOnlyRequest()) {
+            result.setRecords(result.getRecords().stream().map(agent -> service.fromSnapshot(agent.getPublishedSnapshotJson())).toList());
+        }
+        agentApprovalStateService.fillAgentApprovalState(result.getRecords());
+        aiResourceCreatorNameSupport.fillAgentCreatorNames(result.getRecords());
+        return result;
+    }
+
+    private boolean applyCategoryPermission(QueryWrapper queryWrapper) {
+        RoleCategoryAccessSnapshot access = categoryPermissionService.getCurrentAccess(CategoryResourceType.AGENT.getCode());
+        if (!access.isRestricted()) {
+            return true;
+        }
+        if (access.getCategoryIds().isEmpty()) {
+            queryWrapper.eq(Agent::getCreatedBy, access.getAccountId());
+            return true;
+        }
+        queryWrapper.and(AGENT.CREATED_BY.eq(access.getAccountId()).or(AGENT.CATEGORY_ID.in(access.getCategoryIds())));
+        return true;
+    }
+
+    private void applyPublishedOnlyFilter(QueryWrapper queryWrapper) {
+        if (isPublishedOnlyRequest()) {
+            queryWrapper.eq("publish_status", PublishStatus.PUBLISHED.getCode());
+        }
+    }
+
+    private boolean isPublishedOnlyRequest() {
+        HttpServletRequest request = currentRequest();
+        if (request == null) {
+            return false;
+        }
+        return "true".equalsIgnoreCase(request.getParameter("publishedOnly"));
+    }
+
+    /**
+     * 获取当前 HTTP 请求。
+     *
+     * @return 当前请求，不在 Web 请求上下文中时返回 null
+     */
+    private HttpServletRequest currentRequest() {
+        ServletRequestAttributes attributes = (ServletRequestAttributes) RequestContextHolder.getRequestAttributes();
+        if (attributes == null) {
+            return null;
+        }
+        return attributes.getRequest();
+    }
+
+    private Result<BigInteger> buildApprovalActionResult(ApprovalActionResult actionResult,
+                                                         String approvalMessage,
+                                                         String directMessage) {
+        return Result.ok(actionResult.isApprovalRequired() ? approvalMessage : directMessage, actionResult.getInstanceId());
+    }
+}

easyflow-api/easyflow-api-admin/src/main/java/tech/easyflow/admin/controller/agent/AgentSessionController.java

@@ -0,0 +1,136 @@
+package tech.easyflow.admin.controller.agent;
+
+import com.mybatisflex.core.keygen.impl.SnowFlakeIDKeyGenerator;
+import org.springframework.web.bind.annotation.*;
+import tech.easyflow.admin.dto.chatworkspace.ChatWorkspaceConversationView;
+import tech.easyflow.admin.dto.chatworkspace.ChatWorkspaceSessionDetailView;
+import tech.easyflow.admin.dto.chatworkspace.ChatWorkspaceSessionPage;
+import tech.easyflow.admin.service.agent.AgentSessionService;
+import tech.easyflow.chatlog.domain.dto.ChatHistoryPage;
+import tech.easyflow.chatlog.domain.query.ChatPageQuery;
+import tech.easyflow.common.domain.Result;
+import tech.easyflow.common.entity.LoginAccount;
+import tech.easyflow.common.satoken.util.SaTokenUtil;
+import tech.easyflow.common.web.jsonbody.JsonBody;
+
+import java.math.BigInteger;
+import java.util.List;
+
+/**
+ * Agent 管理端会话控制器。
+ */
+@RestController
+@RequestMapping("/api/v1/agent/session")
+public class AgentSessionController {
+
+    private final AgentSessionService agentSessionService;
+
+    /**
+     * 创建 Agent 管理端会话控制器。
+     *
+     * @param agentSessionService Agent 会话服务
+     */
+    public AgentSessionController(AgentSessionService agentSessionService) {
+        this.agentSessionService = agentSessionService;
+    }
+
+    /**
+     * 生成 Agent 会话 ID。
+     *
+     * @return 会话 ID 字符串
+     */
+    @GetMapping("/generateId")
+    public Result<String> generateId() {
+        long nextId = new SnowFlakeIDKeyGenerator().nextId();
+        return Result.ok(String.valueOf(nextId));
+    }
+
+    /**
+     * 查询 Agent 会话分页。
+     *
+     * @param agentId Agent ID，可为空
+     * @param query 分页参数
+     * @return 会话分页
+     */
+    @GetMapping("/list")
+    public Result<ChatWorkspaceSessionPage> list(BigInteger agentId, ChatPageQuery query) {
+        return Result.ok(agentSessionService.queryCurrentUserSessions(currentAccount(), agentId, query));
+    }
+
+    /**
+     * 查询 Agent 会话详情。
+     *
+     * @param sessionId 会话 ID
+     * @return 会话详情
+     */
+    @GetMapping("/{sessionId}")
+    public Result<ChatWorkspaceSessionDetailView> detail(@PathVariable BigInteger sessionId) {
+        return Result.ok(agentSessionService.getCurrentUserSession(currentAccount(), sessionId));
+    }
+
+    /**
+     * 查询 Agent 会话消息。
+     *
+     * @param sessionId 会话 ID
+     * @param query 分页参数
+     * @return 消息分页
+     */
+    @GetMapping("/{sessionId}/messages")
+    public Result<ChatHistoryPage> messages(@PathVariable BigInteger sessionId, ChatPageQuery query) {
+        return Result.ok(agentSessionService.queryCurrentUserMessages(currentAccount(), sessionId, query));
+    }
+
+    /**
+     * 查询 Agent 完整会话。
+     *
+     * @param sessionId 会话 ID
+     * @return 完整会话
+     */
+    @GetMapping("/{sessionId}/conversation")
+    public Result<ChatWorkspaceConversationView> conversation(@PathVariable BigInteger sessionId) {
+        return Result.ok(agentSessionService.getCurrentUserConversation(currentAccount(), sessionId));
+    }
+
+    /**
+     * 重命名 Agent 会话。
+     *
+     * @param sessionId 会话 ID
+     * @param title 新标题
+     * @return 操作结果
+     */
+    @PostMapping("/{sessionId}/rename")
+    public Result<Void> rename(@PathVariable BigInteger sessionId,
+                               @JsonBody(value = "title", required = true) String title) {
+        agentSessionService.renameCurrentUserSession(currentAccount(), sessionId, title);
+        return Result.ok();
+    }
+
+    /**
+     * 保存 Agent 会话临时知识库。
+     *
+     * @param sessionId 会话 ID
+     * @param knowledgeIds 临时知识库 ID
+     * @return 操作结果
+     */
+    @PostMapping("/{sessionId}/extraKnowledges")
+    public Result<ChatWorkspaceSessionDetailView> saveExtraKnowledges(@PathVariable BigInteger sessionId,
+                                                                      @JsonBody(value = "knowledgeIds") List<BigInteger> knowledgeIds) {
+        return Result.ok(agentSessionService.saveCurrentUserExtraKnowledges(currentAccount(), sessionId, knowledgeIds));
+    }
+
+    /**
+     * 删除 Agent 会话。
+     *
+     * @param sessionId 会话 ID
+     * @return 操作结果
+     */
+    @PostMapping("/{sessionId}/delete")
+    public Result<Void> delete(@PathVariable BigInteger sessionId) {
+        agentSessionService.deleteCurrentUserSession(currentAccount(), sessionId);
+        return Result.ok();
+    }
+
+    private LoginAccount currentAccount() {
+        return SaTokenUtil.getLoginAccount();
+    }
+}

easyflow-api/easyflow-api-admin/src/main/java/tech/easyflow/admin/controller/ai/DocumentChunkController.java

@@ -9,6 +9,7 @@ import tech.easyflow.ai.entity.Model;
 import tech.easyflow.ai.service.DocumentChunkService;
 import tech.easyflow.ai.service.DocumentCollectionService;
 import tech.easyflow.ai.service.ModelService;
+import tech.easyflow.ai.support.DocumentStoreLifecycleSupport;
 import tech.easyflow.common.annotation.UsePermission;
 import tech.easyflow.common.domain.Result;
 import tech.easyflow.common.web.controller.BaseCurdController;
@@ -93,6 +94,7 @@ public class DocumentChunkController extends BaseCurdController<DocumentChunkSer
             if (documentStore == null) {
                 return Result.fail(2, "知识库没有配置向量库");
             }
+            try {
                 // 设置向量模型
                 Model model = modelService.getModelInstance(knowledge.getVectorEmbedModelId());
                 if (model == null) {
@@ -109,6 +111,9 @@ public class DocumentChunkController extends BaseCurdController<DocumentChunkSer
                 document.setMetadataMap(metadata);
                 StoreResult result = documentStore.update(document, options); // 更新已有记录
                 return Result.ok(result);
+            } finally {
+                DocumentStoreLifecycleSupport.closeQuietly(documentStore);
+            }
         }
         return Result.ok(false);
     }
@@ -135,6 +140,7 @@ public class DocumentChunkController extends BaseCurdController<DocumentChunkSer
         if (documentStore == null) {
             return Result.fail(3, "知识库没有配置向量库");
         }
+        try {
             // 设置向量模型
             Model model = modelService.getModelInstance(knowledge.getVectorEmbedModelId());
             if (model == null) {
@@ -149,5 +155,8 @@ public class DocumentChunkController extends BaseCurdController<DocumentChunkSer
             documentChunkService.removeChunk(knowledge, chunkId);
 
             return super.remove(chunkId);
+        } finally {
+            DocumentStoreLifecycleSupport.closeQuietly(documentStore);
+        }
     }
 }

easyflow-api/easyflow-api-admin/src/main/java/tech/easyflow/admin/controller/ai/McpController.java

@@ -1,5 +1,6 @@
 package tech.easyflow.admin.controller.ai;
 
+import com.easyagents.mcp.client.McpEnvironmentCheckResult;
 import com.mybatisflex.core.paginate.Page;
 import com.mybatisflex.core.query.QueryWrapper;
 import jakarta.servlet.http.HttpServletRequest;
@@ -64,6 +65,11 @@ public class McpController extends BaseCurdController<McpService, Mcp> {
         return Result.ok(service.getMcpTools(id));
     }
 
+    @PostMapping("/check")
+    public Result<McpEnvironmentCheckResult> check(@JsonBody("configJson") String configJson) {
+        return Result.ok(service.checkMcp(configJson));
+    }
+
 
     @GetMapping("pageTools")
     public Result<Page<Mcp>> pageTools(HttpServletRequest request, String sortKey, String sortType, Long pageNumber, Long pageSize) {

easyflow-api/easyflow-api-admin/src/main/java/tech/easyflow/admin/controller/ai/ShareKnowledgeController.java

@@ -42,6 +42,7 @@ import tech.easyflow.ai.service.KnowledgeEmbeddingService;
 import tech.easyflow.ai.service.KnowledgeShareAuditService;
 import tech.easyflow.ai.service.KnowledgeShareService;
 import tech.easyflow.ai.service.ModelService;
+import tech.easyflow.ai.support.DocumentStoreLifecycleSupport;
 import tech.easyflow.ai.vo.FaqImportResultVo;
 import tech.easyflow.ai.vo.KnowledgeShareAuthContext;
 import tech.easyflow.ai.vo.KnowledgeShareViewDetail;
@@ -520,6 +521,7 @@ public class ShareKnowledgeController {
             if (documentStore == null) {
                 return Result.fail(2, "知识库没有配置向量库");
             }
+            try {
                 Model model = modelService.getModelInstance(context.getKnowledge().getVectorEmbedModelId());
                 if (model == null) {
                     return Result.fail(3, "知识库没有配置向量模型");
@@ -533,6 +535,9 @@ public class ShareKnowledgeController {
                 audit(context, "更新分享文档 Chunk", "KNOWLEDGE_SHARE_URL_WRITE", true,
                     auditDetail("knowledgeId", context.getKnowledge().getId(), "chunkId", documentChunk.getId()));
                 return Result.ok(result);
+            } finally {
+                DocumentStoreLifecycleSupport.closeQuietly(documentStore);
+            }
         }
         return Result.ok(false);
     }
@@ -559,6 +564,7 @@ public class ShareKnowledgeController {
         if (documentStore == null) {
             return Result.fail(2, "知识库没有配置向量库");
         }
+        try {
             Model model = modelService.getModelInstance(context.getKnowledge().getVectorEmbedModelId());
             if (model == null) {
                 return Result.fail(3, "知识库没有配置向量模型");
@@ -570,6 +576,9 @@ public class ShareKnowledgeController {
             audit(context, "删除分享文档 Chunk", "KNOWLEDGE_SHARE_URL_WRITE", true,
                 auditDetail("knowledgeId", context.getKnowledge().getId(), "chunkId", chunkId));
             return Result.ok(true);
+        } finally {
+            DocumentStoreLifecycleSupport.closeQuietly(documentStore);
+        }
     }
 
     /**

easyflow-api/easyflow-api-admin/src/main/java/tech/easyflow/admin/controller/ai/support/AiResourceCreatorNameSupport.java

@@ -1,6 +1,7 @@
 package tech.easyflow.admin.controller.ai.support;
 
 import org.springframework.stereotype.Component;
+import tech.easyflow.agent.entity.Agent;
 import tech.easyflow.ai.entity.Bot;
 import tech.easyflow.ai.entity.DocumentCollection;
 import tech.easyflow.ai.entity.Plugin;
@@ -66,6 +67,15 @@ public class AiResourceCreatorNameSupport {
         fillCreatorNames(plugins, Plugin::getCreatedBy, Plugin::setCreatedByName);
     }
 
+    /**
+     * 批量填充 Agent 创建人名称。
+     *
+     * @param agents Agent 集合
+     */
+    public void fillAgentCreatorNames(Collection<Agent> agents) {
+        fillCreatorNames(agents, Agent::getCreatedBy, Agent::setCreatedByName);
+    }
+
     /**
      * 通用的创建人名称填充逻辑。
      *

easyflow-api/easyflow-api-admin/src/main/java/tech/easyflow/admin/service/agent/AgentSessionService.java

@@ -0,0 +1,420 @@
+package tech.easyflow.admin.service.agent;
+
+import com.mybatisflex.core.query.QueryWrapper;
+import org.springframework.stereotype.Service;
+import org.springframework.util.StringUtils;
+import tech.easyflow.admin.dto.chatworkspace.*;
+import tech.easyflow.agent.entity.Agent;
+import tech.easyflow.agent.runtime.AgentRuntimeStateCleanupService;
+import tech.easyflow.agent.service.AgentService;
+import tech.easyflow.ai.entity.DocumentCollection;
+import tech.easyflow.ai.enums.PublishStatus;
+import tech.easyflow.ai.service.DocumentCollectionService;
+import tech.easyflow.chatlog.domain.command.ChatSessionUpsertCommand;
+import tech.easyflow.chatlog.domain.dto.*;
+import tech.easyflow.chatlog.domain.query.ChatPageQuery;
+import tech.easyflow.chatlog.service.ChatSessionCommandService;
+import tech.easyflow.chatlog.service.ChatSessionQueryService;
+import tech.easyflow.chatlog.support.ChatJsonSupport;
+import tech.easyflow.common.entity.LoginAccount;
+import tech.easyflow.common.web.exceptions.BusinessException;
+import tech.easyflow.system.enums.CategoryResourceType;
+import tech.easyflow.system.enums.ResourceAction;
+import tech.easyflow.system.service.ResourceAccessService;
+
+import java.math.BigInteger;
+import java.util.*;
+
+/**
+ * Agent 管理端会话服务。
+ */
+@Service
+public class AgentSessionService {
+
+    private static final String ASSISTANT_CODE = "AGENT";
+
+    private final ChatSessionQueryService chatSessionQueryService;
+    private final ChatSessionCommandService chatSessionCommandService;
+    private final AgentService agentService;
+    private final DocumentCollectionService documentCollectionService;
+    private final ResourceAccessService resourceAccessService;
+    private final AgentRuntimeStateCleanupService agentRuntimeStateCleanupService;
+    private final ChatJsonSupport chatJsonSupport;
+
+    /**
+     * 创建 Agent 管理端会话服务。
+     *
+     * @param chatSessionQueryService 聊天会话查询服务
+     * @param chatSessionCommandService 聊天会话命令服务
+     * @param agentService Agent 服务
+     * @param documentCollectionService 知识库服务
+     * @param resourceAccessService 资源访问服务
+     * @param agentRuntimeStateCleanupService Agent 运行态清理服务
+     * @param chatJsonSupport 聊天 JSON 工具
+     */
+    public AgentSessionService(ChatSessionQueryService chatSessionQueryService,
+                               ChatSessionCommandService chatSessionCommandService,
+                               AgentService agentService,
+                               DocumentCollectionService documentCollectionService,
+                               ResourceAccessService resourceAccessService,
+                               AgentRuntimeStateCleanupService agentRuntimeStateCleanupService,
+                               ChatJsonSupport chatJsonSupport) {
+        this.chatSessionQueryService = chatSessionQueryService;
+        this.chatSessionCommandService = chatSessionCommandService;
+        this.agentService = agentService;
+        this.documentCollectionService = documentCollectionService;
+        this.resourceAccessService = resourceAccessService;
+        this.agentRuntimeStateCleanupService = agentRuntimeStateCleanupService;
+        this.chatJsonSupport = chatJsonSupport;
+    }
+
+    /**
+     * 查询当前用户的 Agent 会话分页。
+     *
+     * @param account 当前登录账号
+     * @param agentId Agent ID
+     * @param query 分页参数
+     * @return Agent 会话分页
+     */
+    public ChatWorkspaceSessionPage queryCurrentUserSessions(LoginAccount account, BigInteger agentId, ChatPageQuery query) {
+        ChatSessionPage page = chatSessionQueryService.pageSessions(account.getId(), agentId, ASSISTANT_CODE, query);
+        Map<BigInteger, AgentAvailability> availabilityMap = resolveAgentAvailability(page.getRecords());
+        ChatWorkspaceSessionPage result = new ChatWorkspaceSessionPage();
+        result.setTotal(page.getTotal());
+        result.setPageNumber(page.getPageNumber());
+        result.setPageSize(page.getPageSize());
+        List<ChatWorkspaceSessionView> records = new ArrayList<>();
+        for (ChatSessionSummary summary : page.getRecords()) {
+            records.add(toSessionView(summary, availabilityMap.get(summary.getAssistantId())));
+        }
+        result.setRecords(records);
+        return result;
+    }
+
+    /**
+     * 查询当前用户的 Agent 会话详情。
+     *
+     * @param account 当前登录账号
+     * @param sessionId 会话 ID
+     * @return Agent 会话详情
+     */
+    public ChatWorkspaceSessionDetailView getCurrentUserSession(LoginAccount account, BigInteger sessionId) {
+        ChatSessionSummary summary = requireUserAgentSession(account, sessionId);
+        AgentAvailability availability = resolveAgentAvailability(List.of(summary)).get(summary.getAssistantId());
+        ChatWorkspaceSessionDetailView detail = new ChatWorkspaceSessionDetailView();
+        fillSessionView(detail, summary, availability);
+        Agent displayAgent = availability == null ? null : availability.displayAgent();
+        detail.setAssistant(toAssistantView(displayAgent, summary));
+        detail.setBoundKnowledges(resolveBoundKnowledges(displayAgent));
+        ExtraKnowledgeResolution extraKnowledgeResolution = resolveExtraKnowledges(summary);
+        detail.setExtraKnowledges(extraKnowledgeResolution.validKnowledges());
+        detail.setRemovedExtraKnowledgeNames(extraKnowledgeResolution.removedNames());
+        if (extraKnowledgeResolution.shouldSync()) {
+            syncSessionExtraKnowledges(summary, extraKnowledgeResolution.validKnowledgeIds(), account.getId());
+        }
+        return detail;
+    }
+
+    /**
+     * 查询当前用户的 Agent 会话消息。
+     *
+     * @param account 当前登录账号
+     * @param sessionId 会话 ID
+     * @param query 分页参数
+     * @return 消息分页
+     */
+    public ChatHistoryPage queryCurrentUserMessages(LoginAccount account, BigInteger sessionId, ChatPageQuery query) {
+        requireUserAgentSession(account, sessionId);
+        return chatSessionQueryService.pageMainlineMessages(sessionId, query);
+    }
+
+    /**
+     * 查询当前用户的 Agent 完整会话。
+     *
+     * @param account 当前登录账号
+     * @param sessionId 会话 ID
+     * @return 完整会话
+     */
+    public ChatWorkspaceConversationView getCurrentUserConversation(LoginAccount account, BigInteger sessionId) {
+        requireUserAgentSession(account, sessionId);
+        List<ChatMessageRecord> records = chatSessionQueryService.listMainlineMessages(sessionId);
+        ChatWorkspaceConversationView view = new ChatWorkspaceConversationView();
+        view.setRecords(records);
+        view.setTotal(records.size());
+        return view;
+    }
+
+    /**
+     * 重命名当前用户的 Agent 会话。
+     *
+     * @param account 当前登录账号
+     * @param sessionId 会话 ID
+     * @param title 新标题
+     */
+    public void renameCurrentUserSession(LoginAccount account, BigInteger sessionId, String title) {
+        if (!StringUtils.hasText(title)) {
+            throw new BusinessException("标题不能为空");
+        }
+        requireUserAgentSession(account, sessionId);
+        chatSessionCommandService.renameSession(sessionId, account.getId(), title.trim(), account.getId());
+    }
+
+    /**
+     * 保存当前用户 Agent 会话的临时知识库。
+     *
+     * @param account 当前登录账号
+     * @param sessionId 会话 ID
+     * @param knowledgeIds 临时知识库 ID
+     * @return 更新后的会话详情
+     */
+    public ChatWorkspaceSessionDetailView saveCurrentUserExtraKnowledges(LoginAccount account,
+                                                                         BigInteger sessionId,
+                                                                         List<BigInteger> knowledgeIds) {
+        ChatSessionSummary summary = requireUserAgentSession(account, sessionId);
+        ExtraKnowledgeResolution resolution = resolveVisibleKnowledgeViews(normalizeExtraKnowledgeIds(knowledgeIds));
+        if (!resolution.removedNames().isEmpty()) {
+            throw new BusinessException("所选知识库已失效或无权限使用");
+        }
+        syncSessionExtraKnowledges(summary, resolution.validKnowledgeIds(), account.getId());
+        return getCurrentUserSession(account, sessionId);
+    }
+
+    /**
+     * 删除当前用户的 Agent 会话。
+     *
+     * @param account 当前登录账号
+     * @param sessionId 会话 ID
+     */
+    public void deleteCurrentUserSession(LoginAccount account, BigInteger sessionId) {
+        requireUserAgentSession(account, sessionId);
+        agentRuntimeStateCleanupService.clearChatSession(sessionId, account.getId());
+        chatSessionCommandService.deleteSession(sessionId, account.getId(), account.getId());
+    }
+
+    private ChatSessionSummary requireUserAgentSession(LoginAccount account, BigInteger sessionId) {
+        ChatSessionSummary summary = chatSessionQueryService.getSessionSummary(sessionId);
+        if (summary == null || Integer.valueOf(1).equals(summary.getIsDeleted())
+                || !ASSISTANT_CODE.equals(summary.getAssistantCode())) {
+            throw new BusinessException("Agent 会话不存在");
+        }
+        if (!Objects.equals(summary.getUserId(), account.getId())) {
+            throw new BusinessException("无权访问该 Agent 会话");
+        }
+        return summary;
+    }
+
+    private Map<BigInteger, AgentAvailability> resolveAgentAvailability(List<ChatSessionSummary> sessions) {
+        Map<BigInteger, AgentAvailability> result = new LinkedHashMap<>();
+        if (sessions == null || sessions.isEmpty()) {
+            return result;
+        }
+        Set<BigInteger> agentIds = new LinkedHashSet<>();
+        for (ChatSessionSummary session : sessions) {
+            if (session != null && session.getAssistantId() != null) {
+                agentIds.add(session.getAssistantId());
+            }
+        }
+        if (agentIds.isEmpty()) {
+            return result;
+        }
+        List<Agent> agents = agentService.list(QueryWrapper.create().in("id", agentIds));
+        Map<BigInteger, Agent> agentMap = new LinkedHashMap<>();
+        for (Agent agent : agents) {
+            agentMap.put(agent.getId(), agent);
+        }
+        for (BigInteger agentId : agentIds) {
+            Agent currentAgent = agentMap.get(agentId);
+            if (currentAgent == null) {
+                result.put(agentId, new AgentAvailability(false, ChatWorkspaceReadOnlyReason.ASSISTANT_DELETED, null));
+                continue;
+            }
+            if (!resourceAccessService.canAccess(CategoryResourceType.AGENT, currentAgent, ResourceAction.USE)) {
+                result.put(agentId, new AgentAvailability(false, ChatWorkspaceReadOnlyReason.NO_PERMISSION, null));
+                continue;
+            }
+            boolean online = Integer.valueOf(1).equals(currentAgent.getStatus())
+                    && PublishStatus.from(currentAgent.getPublishStatus()) == PublishStatus.PUBLISHED;
+            result.put(agentId, new AgentAvailability(
+                    online,
+                    online ? null : ChatWorkspaceReadOnlyReason.ASSISTANT_OFFLINE,
+                    toDisplayAgent(currentAgent)
+            ));
+        }
+        return result;
+    }
+
+    private Agent toDisplayAgent(Agent currentAgent) {
+        if (currentAgent.getPublishedSnapshotJson() != null && !currentAgent.getPublishedSnapshotJson().isEmpty()) {
+            return agentService.fromSnapshot(currentAgent.getPublishedSnapshotJson());
+        }
+        return currentAgent;
+    }
+
+    private ChatWorkspaceSessionView toSessionView(ChatSessionSummary summary, AgentAvailability availability) {
+        ChatWorkspaceSessionView view = new ChatWorkspaceSessionView();
+        fillSessionView(view, summary, availability);
+        return view;
+    }
+
+    private void fillSessionView(ChatWorkspaceSessionView view, ChatSessionSummary summary, AgentAvailability availability) {
+        view.setSessionId(summary.getId());
+        view.setAssistantId(summary.getAssistantId());
+        view.setAssistantCode(summary.getAssistantCode());
+        view.setAssistantName(summary.getAssistantName());
+        view.setTitle(summary.getTitle());
+        view.setLastMessagePreview(summary.getLastMessagePreview());
+        view.setMessageCount(summary.getMessageCount());
+        view.setAccessAt(summary.getAccessAt());
+        view.setLastMessageAt(summary.getLastMessageAt());
+        view.setContinuable(availability != null && availability.continuable());
+        view.setReadOnlyReason(availability == null ? ChatWorkspaceReadOnlyReason.ASSISTANT_DELETED : availability.reason());
+    }
+
+    private ChatWorkspaceAssistantView toAssistantView(Agent agent, ChatSessionSummary summary) {
+        ChatWorkspaceAssistantView view = new ChatWorkspaceAssistantView();
+        if (agent != null) {
+            view.setId(agent.getId());
+            view.setAlias(agent.getId() == null ? null : agent.getId().toString());
+            view.setTitle(agent.getName());
+            view.setDescription(agent.getDescription());
+            view.setIcon(agent.getAvatar());
+            return view;
+        }
+        view.setId(summary == null ? null : summary.getAssistantId());
+        view.setAlias(summary == null ? null : summary.getAssistantCode());
+        view.setTitle(summary == null ? null : summary.getAssistantName());
+        return view;
+    }
+
+    @SuppressWarnings("unchecked")
+    private List<ChatWorkspaceKnowledgeView> resolveBoundKnowledges(Agent displayAgent) {
+        if (displayAgent == null || displayAgent.getKnowledgeBindings() == null || displayAgent.getKnowledgeBindings().isEmpty()) {
+            return List.of();
+        }
+        List<BigInteger> knowledgeIds = displayAgent.getKnowledgeBindings().stream()
+                .map(binding -> binding.getKnowledgeId())
+                .filter(Objects::nonNull)
+                .toList();
+        if (knowledgeIds.isEmpty()) {
+            return List.of();
+        }
+        List<DocumentCollection> collections = documentCollectionService.listByIds(knowledgeIds);
+        Map<BigInteger, DocumentCollection> collectionMap = new LinkedHashMap<>();
+        for (DocumentCollection collection : collections) {
+            collectionMap.put(collection.getId(), collection);
+        }
+        List<ChatWorkspaceKnowledgeView> views = new ArrayList<>();
+        for (BigInteger knowledgeId : knowledgeIds) {
+            DocumentCollection collection = collectionMap.get(knowledgeId);
+            if (collection == null || PublishStatus.from(collection.getPublishStatus()) != PublishStatus.PUBLISHED) {
+                continue;
+            }
+            views.add(toKnowledgeView(documentCollectionService.toPublishedView(collection)));
+        }
+        return views;
+    }
+
+    private ChatWorkspaceKnowledgeView toKnowledgeView(DocumentCollection collection) {
+        ChatWorkspaceKnowledgeView view = new ChatWorkspaceKnowledgeView();
+        view.setId(collection.getId());
+        view.setAlias(collection.getAlias());
+        view.setTitle(collection.getTitle());
+        view.setDescription(collection.getDescription());
+        view.setIcon(collection.getIcon());
+        return view;
+    }
+
+    private ExtraKnowledgeResolution resolveExtraKnowledges(ChatSessionSummary summary) {
+        ChatSessionExtPayload payload = chatJsonSupport.fromJson(summary.getExtJson(), ChatSessionExtPayload.class);
+        List<BigInteger> extraKnowledgeIds = payload == null ? List.of() : payload.getExtraKnowledgeIds();
+        return resolveVisibleKnowledgeViews(extraKnowledgeIds);
+    }
+
+    private ExtraKnowledgeResolution resolveVisibleKnowledgeViews(List<BigInteger> knowledgeIds) {
+        if (knowledgeIds == null || knowledgeIds.isEmpty()) {
+            return new ExtraKnowledgeResolution(List.of(), List.of(), List.of(), false);
+        }
+        List<BigInteger> normalizedIds = normalizeExtraKnowledgeIds(knowledgeIds);
+        if (normalizedIds.isEmpty()) {
+            return new ExtraKnowledgeResolution(List.of(), List.of(), List.of(), false);
+        }
+        List<DocumentCollection> collections = documentCollectionService.listByIds(normalizedIds);
+        Map<BigInteger, DocumentCollection> collectionMap = new LinkedHashMap<>();
+        for (DocumentCollection collection : collections) {
+            collectionMap.put(collection.getId(), collection);
+        }
+        List<ChatWorkspaceKnowledgeView> validKnowledges = new ArrayList<>();
+        List<BigInteger> validKnowledgeIds = new ArrayList<>();
+        List<String> removedNames = new ArrayList<>();
+        boolean changed = false;
+        for (BigInteger knowledgeId : normalizedIds) {
+            DocumentCollection current = collectionMap.get(knowledgeId);
+            if (current == null) {
+                removedNames.add("知识库#" + knowledgeId);
+                changed = true;
+                continue;
+            }
+            if (PublishStatus.from(current.getPublishStatus()) != PublishStatus.PUBLISHED) {
+                removedNames.add(current.getTitle());
+                changed = true;
+                continue;
+            }
+            if (!resourceAccessService.canAccess(CategoryResourceType.KNOWLEDGE, current, ResourceAction.USE)) {
+                removedNames.add(current.getTitle());
+                changed = true;
+                continue;
+            }
+            validKnowledges.add(toKnowledgeView(documentCollectionService.toPublishedView(current)));
+            validKnowledgeIds.add(current.getId());
+        }
+        if (!Objects.equals(normalizedIds, validKnowledgeIds)) {
+            changed = true;
+        }
+        return new ExtraKnowledgeResolution(validKnowledges, validKnowledgeIds, removedNames, changed);
+    }
+
+    private List<BigInteger> normalizeExtraKnowledgeIds(List<BigInteger> knowledgeIds) {
+        if (knowledgeIds == null || knowledgeIds.isEmpty()) {
+            return List.of();
+        }
+        List<BigInteger> normalizedIds = new ArrayList<>();
+        for (BigInteger knowledgeId : knowledgeIds) {
+            if (knowledgeId != null && !normalizedIds.contains(knowledgeId)) {
+                normalizedIds.add(knowledgeId);
+            }
+        }
+        if (normalizedIds.size() > 3) {
+            throw new BusinessException("临时知识库最多选择 3 个");
+        }
+        return normalizedIds;
+    }
+
+    private void syncSessionExtraKnowledges(ChatSessionSummary summary, List<BigInteger> validKnowledgeIds, BigInteger operatorId) {
+        ChatSessionExtPayload payload = new ChatSessionExtPayload();
+        payload.setExtraKnowledgeIds(validKnowledgeIds);
+        ChatSessionUpsertCommand command = new ChatSessionUpsertCommand();
+        command.setSessionId(summary.getId());
+        command.setTenantId(summary.getTenantId());
+        command.setDeptId(summary.getDeptId());
+        command.setUserId(summary.getUserId());
+        command.setUserAccount(summary.getUserAccount());
+        command.setAssistantId(summary.getAssistantId());
+        command.setAssistantCode(summary.getAssistantCode());
+        command.setAssistantName(summary.getAssistantName());
+        command.setTitle(summary.getTitle());
+        command.setExtJson(chatJsonSupport.toJson(payload));
+        command.setOperatorId(operatorId);
+        chatSessionCommandService.createOrTouchSession(command);
+    }
+
+    private record AgentAvailability(boolean continuable,
+                                     ChatWorkspaceReadOnlyReason reason,
+                                     Agent displayAgent) {
+    }
+
+    private record ExtraKnowledgeResolution(List<ChatWorkspaceKnowledgeView> validKnowledges,
+                                            List<BigInteger> validKnowledgeIds,
+                                            List<String> removedNames,
+                                            boolean shouldSync) {
+    }
+}

easyflow-api/easyflow-api-public/src/main/java/tech/easyflow/publicapi/controller/PublicKnowledgeShareController.java

@@ -36,6 +36,7 @@ import tech.easyflow.ai.service.KnowledgeShareAuditService;
 import tech.easyflow.ai.service.KnowledgeSharePermissionService;
 import tech.easyflow.ai.service.ModelService;
 import tech.easyflow.ai.service.impl.KnowledgeSharePermissionServiceImpl;
+import tech.easyflow.ai.support.DocumentStoreLifecycleSupport;
 import tech.easyflow.ai.vo.FaqImportResultVo;
 import tech.easyflow.common.domain.Result;
 import tech.easyflow.common.filestorage.FileStorageService;
@@ -342,6 +343,7 @@ public class PublicKnowledgeShareController {
             if (documentStore == null) {
                 return Result.fail(2, "知识库没有配置向量库");
             }
+            try {
                 Model model = modelService.getModelInstance(knowledge.getVectorEmbedModelId());
                 if (model == null) {
                     return Result.fail(3, "知识库没有配置向量模型");
@@ -354,6 +356,9 @@ public class PublicKnowledgeShareController {
                 StoreResult result = documentStore.update(doc, options);
                 audit(apiKey, "API更新文档 Chunk", "KNOWLEDGE_API_SHARE_WRITE", request.getRequestURI(), Map.of("knowledgeId", knowledgeId, "chunkId", documentChunk.getId()));
                 return Result.ok(result);
+            } finally {
+                DocumentStoreLifecycleSupport.closeQuietly(documentStore);
+            }
         }
         return Result.ok(false);
     }
@@ -376,6 +381,7 @@ public class PublicKnowledgeShareController {
         if (documentStore == null) {
             return Result.fail(2, "知识库没有配置向量库");
         }
+        try {
             Model model = modelService.getModelInstance(knowledge.getVectorEmbedModelId());
             if (model == null) {
                 return Result.fail(3, "知识库没有配置向量模型");
@@ -386,6 +392,9 @@ public class PublicKnowledgeShareController {
             documentChunkService.removeById(chunkId);
             audit(apiKey, "API删除文档 Chunk", "KNOWLEDGE_API_SHARE_WRITE", request.getRequestURI(), Map.of("knowledgeId", knowledgeId, "chunkId", chunkId));
             return Result.ok(true);
+        } finally {
+            DocumentStoreLifecycleSupport.closeQuietly(documentStore);
+        }
     }
 
     /**

easyflow-commons/easyflow-common-analytical-db/pom.xml

@@ -25,6 +25,11 @@
             <groupId>org.springframework.boot</groupId>
             <artifactId>spring-boot-autoconfigure</artifactId>
         </dependency>
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-actuator</artifactId>
+            <version>${spring-boot.version}</version>
+        </dependency>
         <dependency>
             <groupId>com.clickhouse</groupId>
             <artifactId>clickhouse-jdbc</artifactId>

easyflow-commons/easyflow-common-analytical-db/src/main/java/tech/easyflow/common/analyticaldb/support/AnalyticalDBHealthIndicator.java

@@ -0,0 +1,41 @@
+package tech.easyflow.common.analyticaldb.support;
+
+import org.springframework.boot.actuate.health.Health;
+import org.springframework.boot.actuate.health.HealthIndicator;
+import org.springframework.stereotype.Component;
+
+/**
+ * 分析数据库健康检查。
+ */
+@Component("analyticalDbHealthIndicator")
+public class AnalyticalDBHealthIndicator implements HealthIndicator {
+
+    private final AnalyticalDBHealthSupport healthSupport;
+
+    /**
+     * 创建分析数据库健康检查器。
+     *
+     * @param healthSupport 分析数据库健康检查支持
+     */
+    public AnalyticalDBHealthIndicator(AnalyticalDBHealthSupport healthSupport) {
+        this.healthSupport = healthSupport;
+    }
+
+    /**
+     * 检查分析数据库是否可用。
+     *
+     * @return 健康状态
+     */
+    @Override
+    public Health health() {
+        if (!healthSupport.enabled()) {
+            return Health.up().withDetail("enabled", false).build();
+        }
+        try {
+            healthSupport.selfCheck();
+            return Health.up().withDetail("enabled", true).build();
+        } catch (Exception e) {
+            return Health.down(e).withDetail("enabled", true).build();
+        }
+    }
+}

easyflow-commons/easyflow-common-audio/src/main/java/tech/easyflow/common/audio/config/AudioThreadPoolProperties.java

@@ -0,0 +1,30 @@
+package tech.easyflow.common.audio.config;
+
+import org.springframework.boot.context.properties.ConfigurationProperties;
+
+/**
+ * 音频模块线程池配置。
+ */
+@ConfigurationProperties(prefix = "easyflow.thread-pool.scheduler")
+public class AudioThreadPoolProperties {
+
+    private int poolSize = 4;
+
+    /**
+     * 获取调度线程池大小。
+     *
+     * @return 调度线程池大小
+     */
+    public int getPoolSize() {
+        return poolSize;
+    }
+
+    /**
+     * 设置调度线程池大小。
+     *
+     * @param poolSize 调度线程池大小
+     */
+    public void setPoolSize(int poolSize) {
+        this.poolSize = poolSize;
+    }
+}

easyflow-commons/easyflow-common-audio/src/main/java/tech/easyflow/common/audio/socket/SchedulingConfig.java

@@ -1,19 +1,38 @@
 package tech.easyflow.common.audio.socket;
 
+import org.springframework.boot.context.properties.EnableConfigurationProperties;
 import org.springframework.context.annotation.Bean;
 import org.springframework.context.annotation.Configuration;
 import org.springframework.scheduling.TaskScheduler;
 import org.springframework.scheduling.annotation.EnableScheduling;
 import org.springframework.scheduling.concurrent.ThreadPoolTaskScheduler;
+import tech.easyflow.common.audio.config.AudioThreadPoolProperties;
 
 @Configuration
 @EnableScheduling
+@EnableConfigurationProperties(AudioThreadPoolProperties.class)
 public class SchedulingConfig {
 
+    private final AudioThreadPoolProperties properties;
+
+    /**
+     * 创建音频调度配置。
+     *
+     * @param properties 音频调度线程池配置
+     */
+    public SchedulingConfig(AudioThreadPoolProperties properties) {
+        this.properties = properties;
+    }
+
+    /**
+     * 创建调度线程池。
+     *
+     * @return 调度线程池
+     */
     @Bean
     public TaskScheduler taskScheduler() {
         ThreadPoolTaskScheduler scheduler = new ThreadPoolTaskScheduler();
-        scheduler.setPoolSize(10);
+        scheduler.setPoolSize(properties.getPoolSize());
         scheduler.setThreadNamePrefix("scheduled-task-");
         scheduler.setDaemon(true);
         scheduler.initialize();

easyflow-commons/easyflow-common-cache/pom.xml

@@ -39,7 +39,23 @@
             <artifactId>fastjson</artifactId>
         </dependency>
 
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-starter-aop</artifactId>
+        </dependency>
 
+        <dependency>
+            <groupId>junit</groupId>
+            <artifactId>junit</artifactId>
+            <version>${junit.version}</version>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.mockito</groupId>
+            <artifactId>mockito-core</artifactId>
+            <version>5.12.0</version>
+            <scope>test</scope>
+        </dependency>
 
     </dependencies>
 

easyflow-commons/easyflow-common-cache/src/main/java/tech/easyflow/common/cache/DistributedScheduledLock.java

@@ -0,0 +1,35 @@
+package tech.easyflow.common.cache;
+
+import java.lang.annotation.ElementType;
+import java.lang.annotation.Retention;
+import java.lang.annotation.RetentionPolicy;
+import java.lang.annotation.Target;
+
+/**
+ * Spring 定时任务 Redis 分布式锁。
+ */
+@Target(ElementType.METHOD)
+@Retention(RetentionPolicy.RUNTIME)
+public @interface DistributedScheduledLock {
+
+    /**
+     * 获取锁使用的 Redis key。
+     *
+     * @return Redis 锁 key
+     */
+    String key();
+
+    /**
+     * 等待锁的秒数。
+     *
+     * @return 等待锁的秒数
+     */
+    long waitSeconds() default 0L;
+
+    /**
+     * 锁租约秒数。
+     *
+     * @return 锁租约秒数
+     */
+    long leaseSeconds() default 300L;
+}

easyflow-commons/easyflow-common-cache/src/main/java/tech/easyflow/common/cache/DistributedScheduledLockAspect.java

@@ -0,0 +1,111 @@
+package tech.easyflow.common.cache;
+
+import org.aspectj.lang.ProceedingJoinPoint;
+import org.aspectj.lang.annotation.Around;
+import org.aspectj.lang.annotation.Aspect;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import jakarta.annotation.PreDestroy;
+import org.springframework.stereotype.Component;
+
+import java.time.Duration;
+import java.util.concurrent.Executors;
+import java.util.concurrent.ScheduledExecutorService;
+import java.util.concurrent.ScheduledFuture;
+import java.util.concurrent.ThreadFactory;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.AtomicInteger;
+
+/**
+ * 定时任务分布式锁切面。
+ */
+@Aspect
+@Component
+public class DistributedScheduledLockAspect {
+
+    private static final Logger LOG = LoggerFactory.getLogger(DistributedScheduledLockAspect.class);
+
+    private final RedisLockExecutor redisLockExecutor;
+    private final ScheduledExecutorService renewExecutor;
+
+    /**
+     * 创建定时任务分布式锁切面。
+     *
+     * @param redisLockExecutor Redis 分布式锁执行器
+     */
+    public DistributedScheduledLockAspect(RedisLockExecutor redisLockExecutor) {
+        this.redisLockExecutor = redisLockExecutor;
+        this.renewExecutor = Executors.newScheduledThreadPool(
+            1,
+            new DistributedScheduledLockThreadFactory()
+        );
+    }
+
+    /**
+     * 拦截带分布式调度锁的定时任务。
+     *
+     * @param joinPoint 切点
+     * @param lock 锁注解
+     * @return 原方法返回值；未抢到锁时返回 null
+     * @throws Throwable 原方法执行异常或 Redis 访问异常
+     */
+    @Around("@annotation(lock)")
+    public Object around(ProceedingJoinPoint joinPoint, DistributedScheduledLock lock) throws Throwable {
+        Duration waitTimeout = Duration.ofSeconds(Math.max(lock.waitSeconds(), 0L));
+        Duration leaseTimeout = Duration.ofSeconds(Math.max(lock.leaseSeconds(), 1L));
+        RedisLockExecutor.LockHandle handle = redisLockExecutor.tryAcquire(lock.key(), waitTimeout, leaseTimeout);
+        if (handle == null) {
+            LOG.info("定时任务分布式锁已被其他实例持有，跳过本轮执行: lockKey={}, method={}",
+                lock.key(), joinPoint.getSignature().toShortString());
+            return null;
+        }
+        ScheduledFuture<?> renewTask = scheduleRenew(lock.key(), handle, leaseTimeout);
+        try {
+            return joinPoint.proceed();
+        } finally {
+            renewTask.cancel(false);
+            handle.release();
+        }
+    }
+
+    private ScheduledFuture<?> scheduleRenew(String lockKey,
+                                             RedisLockExecutor.LockHandle handle,
+                                             Duration leaseTimeout) {
+        long renewIntervalMillis = Math.max(leaseTimeout.toMillis() / 3L, 1000L);
+        return renewExecutor.scheduleWithFixedDelay(() -> {
+            if (!handle.renew()) {
+                LOG.warn("定时任务分布式锁续期失败: lockKey={}", lockKey);
+            }
+        }, renewIntervalMillis, renewIntervalMillis, TimeUnit.MILLISECONDS);
+    }
+
+    /**
+     * 关闭调度锁续期线程池。
+     */
+    @PreDestroy
+    public void destroy() {
+        renewExecutor.shutdownNow();
+    }
+
+    /**
+     * 调度锁续期线程工厂。
+     */
+    private static final class DistributedScheduledLockThreadFactory implements ThreadFactory {
+
+        private final AtomicInteger index = new AtomicInteger(1);
+
+        /**
+         * 创建续期线程。
+         *
+         * @param runnable 线程任务
+         * @return 续期线程
+         */
+        @Override
+        public Thread newThread(Runnable runnable) {
+            Thread thread = new Thread(runnable);
+            thread.setName("distributed-scheduled-lock-renew-" + index.getAndIncrement());
+            thread.setDaemon(true);
+            return thread;
+        }
+    }
+}

easyflow-commons/easyflow-common-cache/src/main/java/tech/easyflow/common/cache/RedisLockExecutor.java

@@ -12,6 +12,9 @@ import java.util.Collections;
 import java.util.UUID;
 import java.util.function.Supplier;
 
+/**
+ * Redis 分布式锁执行器。
+ */
 @Component
 public class RedisLockExecutor {
 
@@ -20,6 +23,7 @@ public class RedisLockExecutor {
     private static final long RETRY_INTERVAL_MILLIS = 50L;
 
     private static final DefaultRedisScript<Long> RELEASE_LOCK_SCRIPT;
+    private static final DefaultRedisScript<Long> RENEW_LOCK_SCRIPT;
 
     static {
         RELEASE_LOCK_SCRIPT = new DefaultRedisScript<>();
@@ -29,11 +33,26 @@ public class RedisLockExecutor {
                         "else return 0 end"
         );
         RELEASE_LOCK_SCRIPT.setResultType(Long.class);
+        RENEW_LOCK_SCRIPT = new DefaultRedisScript<>();
+        RENEW_LOCK_SCRIPT.setScriptText(
+                "if redis.call('get', KEYS[1]) == ARGV[1] then " +
+                        "return redis.call('pexpire', KEYS[1], ARGV[2]) " +
+                        "else return 0 end"
+        );
+        RENEW_LOCK_SCRIPT.setResultType(Long.class);
     }
 
     @Autowired
     private StringRedisTemplate stringRedisTemplate;
 
+    /**
+     * 在分布式锁保护下执行无返回任务。
+     *
+     * @param lockKey 锁 key
+     * @param waitTimeout 等待锁的最大时间
+     * @param leaseTimeout 锁租约时间
+     * @param task 业务任务
+     */
     public void executeWithLock(String lockKey, Duration waitTimeout, Duration leaseTimeout, Runnable task) {
         executeWithLock(lockKey, waitTimeout, leaseTimeout, () -> {
             task.run();
@@ -41,40 +60,156 @@ public class RedisLockExecutor {
         });
     }
 
+    /**
+     * 在分布式锁保护下执行有返回任务。
+     *
+     * @param lockKey 锁 key
+     * @param waitTimeout 等待锁的最大时间
+     * @param leaseTimeout 锁租约时间
+     * @param task 业务任务
+     * @param <T> 返回类型
+     * @return 任务返回值
+     */
     public <T> T executeWithLock(String lockKey, Duration waitTimeout, Duration leaseTimeout, Supplier<T> task) {
+        LockHandle handle = acquire(lockKey, waitTimeout, leaseTimeout);
+        try {
+            return task.get();
+        } finally {
+            handle.release();
+        }
+    }
+
+    /**
+     * 获取显式释放的分布式锁句柄。
+     *
+     * <p>长连接、SSE 或异步任务不能使用 callback 型锁，否则 callback 返回后锁会被提前释放。
+     * 该方法返回 owner token 绑定的句柄，由调用方在运行完成、失败或取消时显式释放。</p>
+     *
+     * @param lockKey 锁 key
+     * @param waitTimeout 等待时间
+     * @param leaseTimeout 租约时间
+     * @return 锁句柄
+     */
+    public LockHandle acquire(String lockKey, Duration waitTimeout, Duration leaseTimeout) {
+        LockHandle handle = tryAcquire(lockKey, waitTimeout, leaseTimeout);
+        if (handle == null) {
+            throw new IllegalStateException("获取分布式锁失败，请稍后重试，lockKey=" + lockKey);
+        }
+        return handle;
+    }
+
+    /**
+     * 尝试获取显式释放的分布式锁句柄。
+     *
+     * <p>返回 {@code null} 表示锁当前被其他节点持有。Redis 访问失败或等待过程被中断仍会抛出异常，
+     * 调用方可据此区分“正常跳过”和“基础设施异常”。</p>
+     *
+     * @param lockKey 锁 key
+     * @param waitTimeout 等待时间
+     * @param leaseTimeout 租约时间
+     * @return 获取成功时返回锁句柄，否则返回 null
+     */
+    public LockHandle tryAcquire(String lockKey, Duration waitTimeout, Duration leaseTimeout) {
         String lockValue = UUID.randomUUID().toString();
         boolean acquired = false;
         long deadline = System.nanoTime() + waitTimeout.toNanos();
         try {
-            while (System.nanoTime() <= deadline) {
+            do {
                 Boolean success = stringRedisTemplate.opsForValue().setIfAbsent(lockKey, lockValue, leaseTimeout);
                 if (Boolean.TRUE.equals(success)) {
                     acquired = true;
                     break;
                 }
-                Thread.sleep(RETRY_INTERVAL_MILLIS);
+                if (System.nanoTime() >= deadline) {
+                    break;
                 }
+                Thread.sleep(RETRY_INTERVAL_MILLIS);
+            } while (System.nanoTime() <= deadline);
         } catch (InterruptedException e) {
             Thread.currentThread().interrupt();
             throw new IllegalStateException("等待分布式锁被中断，lockKey=" + lockKey, e);
         }
-
         if (!acquired) {
-            throw new IllegalStateException("获取分布式锁失败，请稍后重试，lockKey=" + lockKey);
+            return null;
+        }
+        return new LockHandle(lockKey, lockValue, leaseTimeout);
     }
 
-        try {
-            return task.get();
-        } finally {
-            releaseLock(lockKey, lockValue);
-        }
-    }
-
-    private void releaseLock(String lockKey, String lockValue) {
+    /**
+     * 按 owner token 释放锁。
+     *
+     * @param lockKey 锁 key
+     * @param lockValue owner token
+     */
+    public void releaseLock(String lockKey, String lockValue) {
         try {
             stringRedisTemplate.execute(RELEASE_LOCK_SCRIPT, Collections.singletonList(lockKey), lockValue);
         } catch (Exception e) {
             log.warn("释放分布式锁失败，lockKey={}", lockKey, e);
         }
     }
+
+    /**
+     * 按 owner token 续期锁。
+     *
+     * @param lockKey 锁 key
+     * @param lockValue owner token
+     * @param leaseTimeout 新租约时间
+     * @return 续期成功时为 true
+     */
+    public boolean renewLock(String lockKey, String lockValue, Duration leaseTimeout) {
+        try {
+            Long result = stringRedisTemplate.execute(RENEW_LOCK_SCRIPT, Collections.singletonList(lockKey),
+                    lockValue, String.valueOf(leaseTimeout.toMillis()));
+            return Long.valueOf(1L).equals(result);
+        } catch (Exception e) {
+            log.warn("续期分布式锁失败，lockKey={}", lockKey, e);
+            return false;
+        }
+    }
+
+    /**
+     * 显式分布式锁句柄。
+     */
+    public final class LockHandle implements AutoCloseable {
+
+        private final String lockKey;
+        private final String lockValue;
+        private final Duration leaseTimeout;
+        private volatile boolean released;
+
+        private LockHandle(String lockKey, String lockValue, Duration leaseTimeout) {
+            this.lockKey = lockKey;
+            this.lockValue = lockValue;
+            this.leaseTimeout = leaseTimeout;
+        }
+
+        /**
+         * 续期当前锁。
+         *
+         * @return 续期成功时为 true
+         */
+        public boolean renew() {
+            if (released) {
+                return false;
+            }
+            return renewLock(lockKey, lockValue, leaseTimeout);
+        }
+
+        /**
+         * 释放当前锁。
+         */
+        public void release() {
+            if (released) {
+                return;
+            }
+            released = true;
+            releaseLock(lockKey, lockValue);
+        }
+
+        @Override
+        public void close() {
+            release();
+        }
+    }
 }

easyflow-commons/easyflow-common-cache/src/test/java/tech/easyflow/common/cache/DistributedScheduledLockAspectTest.java

@@ -0,0 +1,108 @@
+package tech.easyflow.common.cache;
+
+import org.aspectj.lang.ProceedingJoinPoint;
+import org.aspectj.lang.Signature;
+import org.junit.Assert;
+import org.junit.Test;
+import org.mockito.ArgumentMatchers;
+import org.mockito.Mockito;
+import org.springframework.data.redis.core.StringRedisTemplate;
+import org.springframework.data.redis.core.ValueOperations;
+import org.springframework.data.redis.core.script.RedisScript;
+
+import java.lang.reflect.Field;
+import java.lang.reflect.Method;
+import java.time.Duration;
+import java.util.List;
+import java.util.concurrent.atomic.AtomicInteger;
+
+/**
+ * {@link DistributedScheduledLockAspect} 回归测试。
+ */
+public class DistributedScheduledLockAspectTest {
+
+    /**
+     * 验证未抢到调度锁时跳过原方法。
+     *
+     * @throws Throwable 切面执行异常
+     */
+    @Test
+    public void aroundShouldSkipTaskWhenLockIsHeld() throws Throwable {
+        RedisLockExecutor executor = createExecutor(false);
+        DistributedScheduledLockAspect aspect = new DistributedScheduledLockAspect(executor);
+        AtomicInteger proceedCount = new AtomicInteger();
+
+        Object result = aspect.around(
+            mockJoinPoint(proceedCount),
+            annotatedMethod("lockedTask").getAnnotation(DistributedScheduledLock.class)
+        );
+
+        Assert.assertNull(result);
+        Assert.assertEquals(0, proceedCount.get());
+    }
+
+    /**
+     * 验证抢到调度锁时执行原方法并释放锁。
+     *
+     * @throws Throwable 切面执行异常
+     */
+    @Test
+    public void aroundShouldProceedAndReleaseWhenLockAcquired() throws Throwable {
+        RedisLockExecutor executor = createExecutor(true);
+        DistributedScheduledLockAspect aspect = new DistributedScheduledLockAspect(executor);
+        AtomicInteger proceedCount = new AtomicInteger();
+
+        Object result = aspect.around(
+            mockJoinPoint(proceedCount),
+            annotatedMethod("lockedTask").getAnnotation(DistributedScheduledLock.class)
+        );
+
+        Assert.assertEquals("ok", result);
+        Assert.assertEquals(1, proceedCount.get());
+    }
+
+    @DistributedScheduledLock(key = "easyflow:test:scheduled", leaseSeconds = 30L)
+    private void lockedTask() {
+    }
+
+    private Method annotatedMethod(String methodName) throws NoSuchMethodException {
+        Method method = DistributedScheduledLockAspectTest.class.getDeclaredMethod(methodName);
+        method.setAccessible(true);
+        return method;
+    }
+
+    private ProceedingJoinPoint mockJoinPoint(AtomicInteger proceedCount) throws Throwable {
+        ProceedingJoinPoint joinPoint = Mockito.mock(ProceedingJoinPoint.class);
+        Signature signature = Mockito.mock(Signature.class);
+        Mockito.when(signature.toShortString()).thenReturn("lockedTask()");
+        Mockito.when(joinPoint.getSignature()).thenReturn(signature);
+        Mockito.when(joinPoint.proceed()).thenAnswer(invocation -> {
+            proceedCount.incrementAndGet();
+            return "ok";
+        });
+        return joinPoint;
+    }
+
+    @SuppressWarnings("unchecked")
+    private RedisLockExecutor createExecutor(boolean acquired) throws Exception {
+        StringRedisTemplate redisTemplate = Mockito.mock(StringRedisTemplate.class);
+        ValueOperations<String, String> valueOperations = Mockito.mock(ValueOperations.class);
+        Mockito.when(valueOperations.setIfAbsent(
+            ArgumentMatchers.anyString(),
+            ArgumentMatchers.anyString(),
+            ArgumentMatchers.any(Duration.class)
+        )).thenReturn(acquired);
+        Mockito.when(redisTemplate.opsForValue()).thenReturn(valueOperations);
+        Mockito.when(redisTemplate.execute(
+            ArgumentMatchers.<RedisScript<Long>>any(),
+            ArgumentMatchers.<List<String>>any(),
+            ArgumentMatchers.<Object[]>any()
+        )).thenReturn(1L);
+
+        RedisLockExecutor executor = new RedisLockExecutor();
+        Field field = RedisLockExecutor.class.getDeclaredField("stringRedisTemplate");
+        field.setAccessible(true);
+        field.set(executor, redisTemplate);
+        return executor;
+    }
+}

easyflow-commons/easyflow-common-cache/src/test/java/tech/easyflow/common/cache/RedisLockExecutorTest.java

@@ -0,0 +1,98 @@
+package tech.easyflow.common.cache;
+
+import org.junit.Assert;
+import org.junit.Test;
+import org.mockito.ArgumentMatchers;
+import org.mockito.Mockito;
+import org.springframework.data.redis.core.StringRedisTemplate;
+import org.springframework.data.redis.core.ValueOperations;
+import org.springframework.data.redis.core.script.RedisScript;
+
+import java.lang.reflect.Field;
+import java.time.Duration;
+import java.util.List;
+
+/**
+ * {@link RedisLockExecutor} 回归测试。
+ */
+public class RedisLockExecutorTest {
+
+    /**
+     * 验证锁被占用时返回 null，便于调度任务跳过本轮执行。
+     *
+     * @throws Exception 反射注入异常
+     */
+    @Test
+    public void tryAcquireShouldReturnNullWhenLockIsHeld() throws Exception {
+        StringRedisTemplate redisTemplate = Mockito.mock(StringRedisTemplate.class);
+        ValueOperations<String, String> valueOperations = mockValueOperations(false);
+        Mockito.when(redisTemplate.opsForValue()).thenReturn(valueOperations);
+
+        RedisLockExecutor executor = new RedisLockExecutor();
+        setRedisTemplate(executor, redisTemplate);
+
+        RedisLockExecutor.LockHandle handle = executor.tryAcquire(
+            "easyflow:test:lock",
+            Duration.ZERO,
+            Duration.ofSeconds(30)
+        );
+
+        Assert.assertNull(handle);
+        Mockito.verify(valueOperations).setIfAbsent(
+            ArgumentMatchers.eq("easyflow:test:lock"),
+            ArgumentMatchers.anyString(),
+            ArgumentMatchers.eq(Duration.ofSeconds(30))
+        );
+    }
+
+    /**
+     * 验证锁获取成功后释放会执行 owner token 校验脚本。
+     *
+     * @throws Exception 反射注入异常
+     */
+    @Test
+    public void acquiredHandleShouldReleaseLockWithOwnerToken() throws Exception {
+        StringRedisTemplate redisTemplate = Mockito.mock(StringRedisTemplate.class);
+        ValueOperations<String, String> valueOperations = mockValueOperations(true);
+        Mockito.when(redisTemplate.opsForValue()).thenReturn(valueOperations);
+        Mockito.when(redisTemplate.execute(
+            ArgumentMatchers.<RedisScript<Long>>any(),
+            ArgumentMatchers.<List<String>>any(),
+            ArgumentMatchers.<Object[]>any()
+        )).thenReturn(1L);
+
+        RedisLockExecutor executor = new RedisLockExecutor();
+        setRedisTemplate(executor, redisTemplate);
+
+        RedisLockExecutor.LockHandle handle = executor.tryAcquire(
+            "easyflow:test:lock",
+            Duration.ZERO,
+            Duration.ofSeconds(30)
+        );
+
+        Assert.assertNotNull(handle);
+        handle.release();
+        Mockito.verify(redisTemplate).execute(
+            ArgumentMatchers.<RedisScript<Long>>any(),
+            ArgumentMatchers.eq(List.of("easyflow:test:lock")),
+            ArgumentMatchers.<Object[]>any()
+        );
+    }
+
+    @SuppressWarnings("unchecked")
+    private ValueOperations<String, String> mockValueOperations(boolean acquired) {
+        ValueOperations<String, String> valueOperations = Mockito.mock(ValueOperations.class);
+        Mockito.when(valueOperations.setIfAbsent(
+            ArgumentMatchers.anyString(),
+            ArgumentMatchers.anyString(),
+            ArgumentMatchers.any(Duration.class)
+        )).thenReturn(acquired);
+        return valueOperations;
+    }
+
+    private void setRedisTemplate(RedisLockExecutor executor, StringRedisTemplate redisTemplate) throws Exception {
+        Field field = RedisLockExecutor.class.getDeclaredField("stringRedisTemplate");
+        field.setAccessible(true);
+        field.set(executor, redisTemplate);
+    }
+}

easyflow-commons/easyflow-common-chat-protocol/src/main/java/tech/easyflow/core/chat/protocol/ChatType.java

@@ -6,6 +6,8 @@ public enum ChatType {
     TOOL_CALL,
     TOOL_RESULT,
     STATUS,
+    CITATIONS,
+    SESSION_CREATED,
     ERROR,
     FORM_REQUEST,
     FORM_CANCEL,

easyflow-commons/easyflow-common-chat-protocol/src/main/java/tech/easyflow/core/chat/protocol/sse/ChatSseEmitter.java

@@ -4,9 +4,10 @@ import com.alibaba.fastjson.JSON;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 import org.springframework.scheduling.concurrent.ThreadPoolTaskExecutor;
+import org.springframework.web.context.request.async.AsyncRequestNotUsableException;
 import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
-import tech.easyflow.common.util.StringUtil;
 import tech.easyflow.common.util.SpringContextUtil;
+import tech.easyflow.common.util.StringUtil;
 import tech.easyflow.core.chat.protocol.ChatEnvelope;
 
 import java.io.IOException;
@@ -90,15 +91,21 @@ public class ChatSseEmitter {
                             .data(json)
             );
             return true;
-        } catch (IllegalStateException e) {
-            closed.compareAndSet(false, true);
-            LOG.error("ChatSseEmitter send failed(event={}), message={}, exception={}", event, e.getMessage(), e.toString(), e);
+        } catch (AsyncRequestNotUsableException e) {
+            markDisconnected(event, e);
             return false;
         } catch (IOException e) {
-            LOG.error("ChatSseEmitter send io failed(event={}), message={}, exception={}", event, e.getMessage(), e.toString(), e);
-            safeCompleteWithError(e);
+            markDisconnected(event, e);
+            return false;
+        } catch (IllegalStateException e) {
+            closed.compareAndSet(false, true);
+            LOG.warn("ChatSseEmitter send failed(event={}), message={}, exception={}", event, e.getMessage(), e.toString());
             return false;
         } catch (Exception e) {
+            if (isClientDisconnected(e)) {
+                markDisconnected(event, e);
+                return false;
+            }
             LOG.error("ChatSseEmitter send unexpected failed(event={}), message={}, exception={}", event, e.getMessage(), e.toString(), e);
             safeCompleteWithError(e);
             return false;
@@ -165,4 +172,31 @@ public class ChatSseEmitter {
             }
         }
     }
+
+    private void markDisconnected(String event, Throwable ex) {
+        closed.compareAndSet(false, true);
+        LOG.warn("ChatSseEmitter client disconnected(event={}), message={}, exception={}",
+                event, ex == null ? null : ex.getMessage(), ex == null ? null : ex.toString());
+    }
+
+    private boolean isClientDisconnected(Throwable ex) {
+        Throwable current = ex;
+        while (current != null) {
+            if (current instanceof AsyncRequestNotUsableException || current instanceof IOException) {
+                return true;
+            }
+            String message = current.getMessage();
+            if (message != null) {
+                String lowerMessage = message.toLowerCase();
+                if (lowerMessage.contains("broken pipe")
+                        || lowerMessage.contains("connection reset")
+                        || lowerMessage.contains("disconnected client")
+                        || lowerMessage.contains("response not usable")) {
+                    return true;
+                }
+            }
+            current = current.getCause();
+        }
+        return false;
+    }
 }

easyflow-commons/easyflow-common-chat-protocol/src/main/java/tech/easyflow/core/runtime/ChatAssistantAccumulator.java

@@ -51,9 +51,22 @@ public class ChatAssistantAccumulator {
      * @param arguments tool 参数
      */
     public void appendToolCall(String id, String name, Object arguments) {
+        appendToolCall(id, name, null, arguments);
+    }
+
+    /**
+     * 记录 tool call，同时保留面向前端展示的工具名称。
+     *
+     * @param id tool call id
+     * @param name tool 名称
+     * @param displayName tool 展示名称
+     * @param arguments tool 参数
+     */
+    public void appendToolCall(String id, String name, String displayName, Object arguments) {
         Map<String, Object> chain = findToolChain(id, name);
         chain.put("status", "TOOL_CALL");
         chain.put("arguments", arguments);
+        putIfNotBlank(chain, "toolDisplayName", displayName);
 
         Map<String, Object> assistantMessage = ensureToolCallAssistantMessage();
         @SuppressWarnings("unchecked")
@@ -63,6 +76,7 @@ public class ChatAssistantAccumulator {
         toolCall.put("id", id);
         toolCall.put("name", name);
         toolCall.put("arguments", arguments == null ? null : String.valueOf(arguments));
+        putIfNotBlank(toolCall, "toolDisplayName", displayName);
         toolCalls.add(toolCall);
     }
 
@@ -74,9 +88,22 @@ public class ChatAssistantAccumulator {
      * @param result tool 结果
      */
     public void appendToolResult(String id, String name, Object result) {
+        appendToolResult(id, name, null, result);
+    }
+
+    /**
+     * 记录 tool result，并保留面向前端展示的工具名称。
+     *
+     * @param id tool call id
+     * @param name tool 名称
+     * @param displayName tool 展示名称
+     * @param result tool 结果
+     */
+    public void appendToolResult(String id, String name, String displayName, Object result) {
         Map<String, Object> chain = findToolChain(id, name);
         chain.put("status", "TOOL_RESULT");
         chain.put("result", result);
+        putIfNotBlank(chain, "toolDisplayName", displayName);
         Map<String, Object> toolMessage = ChatRuntimeHistoryPayloadHelper.toolMessage(
                 id,
                 result == null ? null : String.valueOf(result)
@@ -191,4 +218,10 @@ public class ChatAssistantAccumulator {
     private String stringValue(Object value) {
         return value == null ? null : String.valueOf(value);
     }
+
+    private void putIfNotBlank(Map<String, Object> target, String key, String value) {
+        if (value != null && !value.isBlank()) {
+            target.put(key, value);
+        }
+    }
 }

easyflow-commons/easyflow-common-mq/pom.xml

@@ -22,5 +22,22 @@
             <artifactId>jackson-databind</artifactId>
             <version>${jackson.version}</version>
         </dependency>
+        <dependency>
+            <groupId>org.apache.commons</groupId>
+            <artifactId>commons-pool2</artifactId>
+            <version>2.11.1</version>
+        </dependency>
+        <dependency>
+            <groupId>junit</groupId>
+            <artifactId>junit</artifactId>
+            <version>${junit.version}</version>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.mockito</groupId>
+            <artifactId>mockito-core</artifactId>
+            <version>5.12.0</version>
+            <scope>test</scope>
+        </dependency>
     </dependencies>
 </project>

easyflow-commons/easyflow-common-mq/src/main/java/tech/easyflow/common/mq/config/MQConfiguration.java

@@ -9,7 +9,9 @@ import org.springframework.context.annotation.Bean;
 import org.springframework.context.annotation.Configuration;
 import org.springframework.data.redis.connection.RedisPassword;
 import org.springframework.data.redis.connection.RedisStandaloneConfiguration;
+import org.springframework.data.redis.connection.lettuce.LettuceClientConfiguration;
 import org.springframework.data.redis.connection.lettuce.LettuceConnectionFactory;
+import org.springframework.data.redis.connection.lettuce.LettucePoolingClientConfiguration;
 import org.springframework.data.redis.core.StringRedisTemplate;
 import tech.easyflow.common.mq.core.MQConsumerContainer;
 import tech.easyflow.common.mq.core.MQConsumerHandler;
@@ -24,6 +26,10 @@ import tech.easyflow.common.mq.redis.RedisMQProducer;
 import tech.easyflow.common.mq.redis.RedisStreamKeySupport;
 import tech.easyflow.common.mq.support.MQHealthSupport;
 
+import org.apache.commons.pool2.impl.GenericObjectPoolConfig;
+
+import io.lettuce.core.api.StatefulConnection;
+
 import java.util.List;
 
 @Configuration
@@ -43,11 +49,27 @@ public class MQConfiguration {
         if (redisProperties.getPassword() != null) {
             configuration.setPassword(RedisPassword.of(redisProperties.getPassword()));
         }
-        LettuceConnectionFactory connectionFactory = new LettuceConnectionFactory(configuration);
+        LettuceClientConfiguration clientConfiguration = createClientConfiguration(redisProperties, mqProperties);
+        LettuceConnectionFactory connectionFactory = new LettuceConnectionFactory(configuration, clientConfiguration);
         connectionFactory.afterPropertiesSet();
         return new MQRedisResources(connectionFactory, new StringRedisTemplate(connectionFactory));
     }
 
+    private LettuceClientConfiguration createClientConfiguration(RedisProperties redisProperties,
+                                                                 MQProperties mqProperties) {
+        MQProperties.Redis.Pool pool = mqProperties.getRedis().getPool();
+        GenericObjectPoolConfig<StatefulConnection<?, ?>> poolConfig = new GenericObjectPoolConfig<>();
+        poolConfig.setMaxTotal(pool.getMaxActive());
+        poolConfig.setMaxIdle(pool.getMaxIdle());
+        poolConfig.setMinIdle(pool.getMinIdle());
+        LettucePoolingClientConfiguration.LettucePoolingClientConfigurationBuilder builder =
+            LettucePoolingClientConfiguration.builder().poolConfig(poolConfig);
+        if (redisProperties.getTimeout() != null) {
+            builder.commandTimeout(redisProperties.getTimeout());
+        }
+        return builder.build();
+    }
+
     @Bean(name = "mqRedisConnectionFactory", autowireCandidate = false, defaultCandidate = false)
     @ConditionalOnProperty(prefix = "easyflow.mq", name = "enabled", havingValue = "true", matchIfMissing = true)
     public LettuceConnectionFactory mqRedisConnectionFactory(MQRedisResources mqRedisResources) {

easyflow-commons/easyflow-common-mq/src/main/java/tech/easyflow/common/mq/config/MQProperties.java

@@ -1,9 +1,13 @@
 package tech.easyflow.common.mq.config;
 
 import org.springframework.boot.context.properties.ConfigurationProperties;
+import org.springframework.util.StringUtils;
 
 import java.time.Duration;
 
+/**
+ * EasyFlow MQ 配置。
+ */
 @ConfigurationProperties(prefix = "easyflow.mq")
 public class MQProperties {
 
@@ -35,11 +39,14 @@ public class MQProperties {
 
         private int database = 1;
         private String streamPrefix = "easyflow:mq";
+        private String consumerInstanceId = defaultConsumerInstanceId();
         private int chatPersistShardCount = 4;
         private int consumerBatchSize = 200;
         private Duration consumerBlockTimeout = Duration.ofMillis(2000);
         private Duration pendingClaimIdle = Duration.ofMillis(60000);
         private int maxRetry = 16;
+        private ConsumerExecutor consumerExecutor = new ConsumerExecutor();
+        private Pool pool = new Pool();
 
         public int getDatabase() {
             return database;
@@ -57,6 +64,26 @@ public class MQProperties {
             this.streamPrefix = streamPrefix;
         }
 
+        /**
+         * 获取 Redis Stream 消费实例 ID。
+         *
+         * @return 消费实例 ID
+         */
+        public String getConsumerInstanceId() {
+            return consumerInstanceId;
+        }
+
+        /**
+         * 设置 Redis Stream 消费实例 ID。
+         *
+         * @param consumerInstanceId 消费实例 ID
+         */
+        public void setConsumerInstanceId(String consumerInstanceId) {
+            this.consumerInstanceId = StringUtils.hasText(consumerInstanceId)
+                ? consumerInstanceId.trim()
+                : defaultConsumerInstanceId();
+        }
+
         public int getChatPersistShardCount() {
             return chatPersistShardCount;
         }
@@ -96,5 +123,106 @@ public class MQProperties {
         public void setMaxRetry(int maxRetry) {
             this.maxRetry = maxRetry;
         }
+
+        public ConsumerExecutor getConsumerExecutor() {
+            return consumerExecutor;
+        }
+
+        public void setConsumerExecutor(ConsumerExecutor consumerExecutor) {
+            this.consumerExecutor = consumerExecutor;
+        }
+
+        public Pool getPool() {
+            return pool;
+        }
+
+        public void setPool(Pool pool) {
+            this.pool = pool;
+        }
+
+        /**
+         * Redis MQ 消费线程池配置。
+         */
+        public static class ConsumerExecutor {
+
+            private int coreSize = 4;
+            private int maxSize = 12;
+            private int queueCapacity = 64;
+            private int keepAliveSeconds = 60;
+
+            public int getCoreSize() {
+                return coreSize;
+            }
+
+            public void setCoreSize(int coreSize) {
+                this.coreSize = coreSize;
+            }
+
+            public int getMaxSize() {
+                return maxSize;
+            }
+
+            public void setMaxSize(int maxSize) {
+                this.maxSize = maxSize;
+            }
+
+            public int getQueueCapacity() {
+                return queueCapacity;
+            }
+
+            public void setQueueCapacity(int queueCapacity) {
+                this.queueCapacity = queueCapacity;
+            }
+
+            public int getKeepAliveSeconds() {
+                return keepAliveSeconds;
+            }
+
+            public void setKeepAliveSeconds(int keepAliveSeconds) {
+                this.keepAliveSeconds = keepAliveSeconds;
+            }
+        }
+
+        /**
+         * Redis MQ 连接池配置。
+         */
+        public static class Pool {
+
+            private int maxActive = 12;
+            private int maxIdle = 8;
+            private int minIdle = 1;
+
+            public int getMaxActive() {
+                return maxActive;
+            }
+
+            public void setMaxActive(int maxActive) {
+                this.maxActive = maxActive;
+            }
+
+            public int getMaxIdle() {
+                return maxIdle;
+            }
+
+            public void setMaxIdle(int maxIdle) {
+                this.maxIdle = maxIdle;
+            }
+
+            public int getMinIdle() {
+                return minIdle;
+            }
+
+            public void setMinIdle(int minIdle) {
+                this.minIdle = minIdle;
+            }
+        }
+
+        private static String defaultConsumerInstanceId() {
+            String hostName = System.getenv("HOSTNAME");
+            if (StringUtils.hasText(hostName)) {
+                return hostName.trim();
+            }
+            return java.util.UUID.randomUUID().toString();
+        }
     }
 }

easyflow-commons/easyflow-common-mq/src/main/java/tech/easyflow/common/mq/core/MQSubscription.java

@@ -5,6 +5,7 @@ public class MQSubscription {
     private String topic;
     private String consumerGroup;
     private int shardCount;
+    private boolean batchEnabled = true;
 
     public String getTopic() {
         return topic;
@@ -29,4 +30,22 @@ public class MQSubscription {
     public void setShardCount(int shardCount) {
         this.shardCount = shardCount;
     }
+
+    /**
+     * 是否启用批量消费。
+     *
+     * @return true 表示启用批量消费
+     */
+    public boolean isBatchEnabled() {
+        return batchEnabled;
+    }
+
+    /**
+     * 设置是否启用批量消费。
+     *
+     * @param batchEnabled 是否启用批量消费
+     */
+    public void setBatchEnabled(boolean batchEnabled) {
+        this.batchEnabled = batchEnabled;
+    }
 }

easyflow-commons/easyflow-common-mq/src/main/java/tech/easyflow/common/mq/redis/RedisMQConsumerContainer.java

@@ -30,13 +30,17 @@ import java.util.ArrayList;
 import java.util.List;
 import java.util.Map;
 import java.util.Objects;
+import java.util.regex.Pattern;
+import java.util.concurrent.ArrayBlockingQueue;
 import java.util.concurrent.ExecutorService;
-import java.util.concurrent.Executors;
+import java.util.concurrent.ThreadPoolExecutor;
 import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.AtomicInteger;
 
 public class RedisMQConsumerContainer implements MQConsumerContainer, SmartLifecycle {
 
     private static final Logger LOG = LoggerFactory.getLogger(RedisMQConsumerContainer.class);
+    private static final Pattern UNSAFE_CONSUMER_NAME_CHARS = Pattern.compile("[^A-Za-z0-9_.-]");
 
     private final RedisConnectionFactory redisConnectionFactory;
     private final StringRedisTemplate stringRedisTemplate;
@@ -45,7 +49,7 @@ public class RedisMQConsumerContainer implements MQConsumerContainer, SmartLifec
     private final MQDeadLetterService deadLetterService;
     private final RedisStreamKeySupport keySupport;
     private final List<MQConsumerHandler> handlers;
-    private final ExecutorService executorService = Executors.newCachedThreadPool();
+    private final ExecutorService executorService;
 
     private volatile boolean running;
 
@@ -63,6 +67,7 @@ public class RedisMQConsumerContainer implements MQConsumerContainer, SmartLifec
         this.deadLetterService = deadLetterService;
         this.keySupport = keySupport;
         this.handlers = handlers;
+        this.executorService = createExecutor(properties, handlers);
     }
 
     @Override
@@ -77,7 +82,12 @@ public class RedisMQConsumerContainer implements MQConsumerContainer, SmartLifec
                 int currentShard = shard;
                 LOG.info("启动 MQ 消费线程: topic={}, group={}, shard={}, handler={}",
                     subscription.getTopic(), subscription.getConsumerGroup(), currentShard, handler.getClass().getSimpleName());
+                try {
                     executorService.submit(() -> consumeLoop(handler, subscription, currentShard));
+                } catch (RuntimeException e) {
+                    running = false;
+                    throw e;
+                }
             }
         }
     }
@@ -108,15 +118,62 @@ public class RedisMQConsumerContainer implements MQConsumerContainer, SmartLifec
         stop();
     }
 
+    private ExecutorService createExecutor(MQProperties properties, List<MQConsumerHandler> handlers) {
+        MQProperties.Redis.ConsumerExecutor config = properties.getRedis().getConsumerExecutor();
+        int consumerTaskCount = handlers.stream()
+            .map(MQConsumerHandler::subscription)
+            .filter(Objects::nonNull)
+            .mapToInt(subscription -> Math.max(subscription.getShardCount(), 1))
+            .sum();
+        if (config.getCoreSize() > config.getMaxSize()) {
+            throw new IllegalStateException("Redis MQ 消费线程池配置错误：core-size 不能大于 max-size");
+        }
+        if (consumerTaskCount > config.getMaxSize()) {
+            throw new IllegalStateException("Redis MQ 消费线程池配置错误：max-size="
+                + config.getMaxSize() + " 小于消费循环数 " + consumerTaskCount
+                + "，请调大 easyflow.mq.redis.consumer-executor.max-size");
+        }
+        int coreSize = Math.max(config.getCoreSize(), consumerTaskCount);
+        int maxSize = config.getMaxSize();
+        AtomicInteger threadIndex = new AtomicInteger(1);
+        ThreadPoolExecutor executor = new ThreadPoolExecutor(
+            coreSize,
+            maxSize,
+            config.getKeepAliveSeconds(),
+            TimeUnit.SECONDS,
+            new ArrayBlockingQueue<>(config.getQueueCapacity()),
+            task -> {
+                Thread thread = new Thread(task);
+                thread.setName("redis-mq-consumer-" + threadIndex.getAndIncrement());
+                thread.setDaemon(false);
+                return thread;
+            },
+            new ThreadPoolExecutor.AbortPolicy()
+        );
+        executor.allowCoreThreadTimeOut(true);
+        return executor;
+    }
+
     private void consumeLoop(MQConsumerHandler handler, MQSubscription subscription, int shard) {
         String streamKey = keySupport.streamKey(subscription.getTopic(), shard);
-        String consumerName = subscription.getConsumerGroup() + "-" + shard;
+        String consumerName = buildConsumerName(subscription.getConsumerGroup(), shard);
         ensureConsumerGroup(streamKey, subscription.getConsumerGroup());
         LOG.info("MQ 消费循环已启动: topic={}, group={}, shard={}, consumer={}, streamKey={}, handler={}",
             subscription.getTopic(), subscription.getConsumerGroup(), shard, consumerName, streamKey, handler.getClass().getSimpleName());
         while (running) {
             try {
+                List<MapRecord<String, Object, Object>> pendingRecords =
                         reclaimPending(streamKey, subscription.getConsumerGroup(), consumerName);
+                if (!pendingRecords.isEmpty()) {
+                    List<MQMessage> pendingMessages = toMessages(streamKey, pendingRecords);
+                    if (!pendingMessages.isEmpty()) {
+                        LOG.info("MQ 收到重领 pending 消息批次: topic={}, group={}, shard={}, consumer={}, streamKey={}, count={}",
+                            subscription.getTopic(), subscription.getConsumerGroup(), shard, consumerName,
+                            streamKey, pendingMessages.size());
+                        handleMessages(handler, subscription, streamKey, subscription.getConsumerGroup(), pendingMessages);
+                        continue;
+                    }
+                }
                 List<MapRecord<String, Object, Object>> records = stringRedisTemplate.opsForStream().read(
                         Consumer.from(subscription.getConsumerGroup(), consumerName),
                         StreamReadOptions.empty()
@@ -133,7 +190,7 @@ public class RedisMQConsumerContainer implements MQConsumerContainer, SmartLifec
                 }
                 LOG.info("MQ 收到消息批次: topic={}, group={}, shard={}, consumer={}, streamKey={}, count={}",
                     subscription.getTopic(), subscription.getConsumerGroup(), shard, consumerName, streamKey, messages.size());
-                handleMessages(handler, streamKey, subscription.getConsumerGroup(), messages);
+                handleMessages(handler, subscription, streamKey, subscription.getConsumerGroup(), messages);
             } catch (Exception exception) {
                 LOG.error("MQ 消费循环异常: topic={}, group={}, shard={}, consumer={}, streamKey={}, handler={}",
                     subscription.getTopic(),
@@ -148,7 +205,20 @@ public class RedisMQConsumerContainer implements MQConsumerContainer, SmartLifec
         }
     }
 
-    private void reclaimPending(String streamKey, String group, String consumerName) {
+    /**
+     * 构建 Redis Stream consumer name。
+     *
+     * @param consumerGroup 消费组
+     * @param shard 分片序号
+     * @return consumer name
+     */
+    String buildConsumerName(String consumerGroup, int shard) {
+        String instanceId = properties.getRedis().getConsumerInstanceId();
+        String safeInstanceId = UNSAFE_CONSUMER_NAME_CHARS.matcher(instanceId).replaceAll("-");
+        return consumerGroup + "-" + shard + "-" + safeInstanceId;
+    }
+
+    List<MapRecord<String, Object, Object>> reclaimPending(String streamKey, String group, String consumerName) {
         Duration idle = properties.getRedis().getPendingClaimIdle();
         try (RedisConnection connection = redisConnectionFactory.getConnection()) {
             RedisStreamCommands.XPendingOptions options = RedisStreamCommands.XPendingOptions
@@ -156,7 +226,7 @@ public class RedisMQConsumerContainer implements MQConsumerContainer, SmartLifec
             var pendingMessages = connection.streamCommands()
                     .xPending(streamKey.getBytes(StandardCharsets.UTF_8), group, options);
             if (pendingMessages == null || pendingMessages.isEmpty()) {
-                return;
+                return List.of();
             }
             List<RecordId> ids = new ArrayList<>();
             for (PendingMessage pendingMessage : pendingMessages) {
@@ -165,15 +235,16 @@ public class RedisMQConsumerContainer implements MQConsumerContainer, SmartLifec
                 }
             }
             if (ids.isEmpty()) {
-                return;
+                return List.of();
             }
-            stringRedisTemplate.opsForStream().claim(
+            List<MapRecord<String, Object, Object>> records = stringRedisTemplate.opsForStream().claim(
                     streamKey,
                     group,
                     consumerName,
                     idle,
                     ids.toArray(new RecordId[0])
             );
+            return records == null ? List.of() : records;
         }
     }
 
@@ -189,7 +260,7 @@ public class RedisMQConsumerContainer implements MQConsumerContainer, SmartLifec
         }
     }
 
-    private List<MQMessage> toMessages(String streamKey, List<MapRecord<String, Object, Object>> records) {
+    List<MQMessage> toMessages(String streamKey, List<MapRecord<String, Object, Object>> records) {
         List<MQMessage> messages = new ArrayList<>(records.size());
         for (MapRecord<String, Object, Object> record : records) {
             Object payload = record.getValue().get("payload");
@@ -225,7 +296,15 @@ public class RedisMQConsumerContainer implements MQConsumerContainer, SmartLifec
         }
     }
 
-    private void handleMessages(MQConsumerHandler handler, String streamKey, String group, List<MQMessage> messages) throws Exception {
+    void handleMessages(MQConsumerHandler handler,
+                        MQSubscription subscription,
+                        String streamKey,
+                        String group,
+                        List<MQMessage> messages) throws Exception {
+        if (!subscription.isBatchEnabled()) {
+            handleMessagesIndividually(handler, streamKey, group, messages);
+            return;
+        }
         try {
             LOG.info("MQ 开始批量处理消息: group={}, streamKey={}, count={}, handler={}",
                 group, streamKey, messages.size(), handler.getClass().getSimpleName());
@@ -244,6 +323,13 @@ public class RedisMQConsumerContainer implements MQConsumerContainer, SmartLifec
             }
         }
 
+        handleMessagesIndividually(handler, streamKey, group, messages);
+    }
+
+    private void handleMessagesIndividually(MQConsumerHandler handler,
+                                            String streamKey,
+                                            String group,
+                                            List<MQMessage> messages) {
         for (MQMessage message : messages) {
             try {
                 LOG.info("MQ 开始单条处理消息: group={}, streamKey={}, messageId={}, handler={}",

easyflow-commons/easyflow-common-mq/src/test/java/tech/easyflow/common/mq/redis/RedisMQConsumerContainerTest.java

@@ -0,0 +1,175 @@
+package tech.easyflow.common.mq.redis;
+
+import org.junit.Assert;
+import org.junit.Test;
+import org.mockito.ArgumentMatchers;
+import org.mockito.Mockito;
+import org.springframework.data.redis.connection.RedisConnection;
+import org.springframework.data.redis.connection.RedisConnectionFactory;
+import org.springframework.data.redis.connection.RedisStreamCommands;
+import org.springframework.data.redis.connection.stream.Consumer;
+import org.springframework.data.redis.connection.stream.MapRecord;
+import org.springframework.data.redis.connection.stream.PendingMessage;
+import org.springframework.data.redis.connection.stream.PendingMessages;
+import org.springframework.data.redis.connection.stream.RecordId;
+import org.springframework.data.redis.core.StreamOperations;
+import org.springframework.data.redis.core.StringRedisTemplate;
+import tech.easyflow.common.mq.config.MQProperties;
+import tech.easyflow.common.mq.core.MQConsumerHandler;
+import tech.easyflow.common.mq.core.MQDeadLetterService;
+import tech.easyflow.common.mq.core.MQMessage;
+import tech.easyflow.common.mq.core.MQMessageConverter;
+import tech.easyflow.common.mq.core.MQSubscription;
+
+import java.time.Duration;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+
+/**
+ * {@link RedisMQConsumerContainer} 回归测试。
+ */
+public class RedisMQConsumerContainerTest {
+
+    /**
+     * 验证 consumer name 包含稳定实例 ID，且消费组名称不被改变。
+     */
+    @Test
+    public void buildConsumerNameShouldAppendSanitizedInstanceId() {
+        MQProperties properties = new MQProperties();
+        properties.getRedis().setConsumerInstanceId("node/a:1");
+        RedisMQConsumerContainer container = new RedisMQConsumerContainer(
+            null,
+            null,
+            properties,
+            null,
+            null,
+            null,
+            List.of()
+        );
+
+        String consumerName = container.buildConsumerName("chat-persist", 2);
+
+        Assert.assertEquals("chat-persist-2-node-a-1", consumerName);
+    }
+
+    /**
+     * 验证关闭批量消费后，容器按单条处理并独立确认消息。
+     *
+     * @throws Exception 消息处理异常
+     */
+    @Test
+    public void handleMessagesShouldProcessIndividuallyWhenBatchDisabled() throws Exception {
+        StringRedisTemplate redisTemplate = Mockito.mock(StringRedisTemplate.class);
+        @SuppressWarnings("unchecked")
+        StreamOperations<String, Object, Object> streamOperations = Mockito.mock(StreamOperations.class);
+        Mockito.when(redisTemplate.opsForStream()).thenReturn(streamOperations);
+        RecordingHandler handler = new RecordingHandler();
+        MQSubscription subscription = new MQSubscription();
+        subscription.setBatchEnabled(false);
+        RedisMQConsumerContainer container = container(redisTemplate, null);
+        MQMessage first = message("message-1", "1-0");
+        MQMessage second = message("message-2", "2-0");
+
+        container.handleMessages(handler, subscription, "stream-1", "group-1", List.of(first, second));
+
+        Assert.assertEquals(List.of(List.of("message-1"), List.of("message-2")), handler.calls);
+        Mockito.verify(streamOperations).acknowledge("stream-1", "group-1", "1-0");
+        Mockito.verify(streamOperations).acknowledge("stream-1", "group-1", "2-0");
+    }
+
+    /**
+     * 验证 pending 消息被 claim 后可以转换为 MQ 消息继续消费。
+     */
+    @Test
+    public void reclaimPendingShouldReturnClaimedRecordsForConsumption() {
+        StringRedisTemplate redisTemplate = Mockito.mock(StringRedisTemplate.class);
+        @SuppressWarnings("unchecked")
+        StreamOperations<String, Object, Object> streamOperations = Mockito.mock(StreamOperations.class);
+        Mockito.when(redisTemplate.opsForStream()).thenReturn(streamOperations);
+        RedisConnectionFactory connectionFactory = Mockito.mock(RedisConnectionFactory.class);
+        RedisConnection connection = Mockito.mock(RedisConnection.class);
+        RedisStreamCommands streamCommands = Mockito.mock(RedisStreamCommands.class);
+        Mockito.when(connectionFactory.getConnection()).thenReturn(connection);
+        Mockito.when(connection.streamCommands()).thenReturn(streamCommands);
+        PendingMessage pendingMessage = new PendingMessage(
+                RecordId.of("1-0"), Consumer.from("group-1", "old-consumer"), Duration.ofMinutes(2), 1);
+        Mockito.when(streamCommands.xPending(
+                        ArgumentMatchers.eq("stream-1".getBytes(java.nio.charset.StandardCharsets.UTF_8)),
+                        ArgumentMatchers.eq("group-1"),
+                        ArgumentMatchers.any(RedisStreamCommands.XPendingOptions.class)))
+                .thenReturn(new PendingMessages("group-1", List.of(pendingMessage)));
+        Map<Object, Object> payload = Map.of("payload", "message-1");
+        MapRecord<String, Object, Object> record = MapRecord
+                .create("stream-1", payload)
+                .withId(RecordId.of("1-0"));
+        Mockito.when(streamOperations.claim(
+                        ArgumentMatchers.eq("stream-1"),
+                        ArgumentMatchers.eq("group-1"),
+                        ArgumentMatchers.eq("consumer-1"),
+                        ArgumentMatchers.any(Duration.class),
+                        ArgumentMatchers.any(RecordId[].class)))
+                .thenReturn(List.of(record));
+        RedisMQConsumerContainer container = container(redisTemplate, connectionFactory);
+
+        List<MapRecord<String, Object, Object>> records =
+                container.reclaimPending("stream-1", "group-1", "consumer-1");
+        List<MQMessage> messages = container.toMessages("stream-1", records);
+
+        Assert.assertEquals(1, records.size());
+        Assert.assertEquals(1, messages.size());
+        Assert.assertEquals("message-1", messages.get(0).getMessageId());
+        Assert.assertEquals("1-0", messages.get(0).getStreamMessageId());
+    }
+
+    private RedisMQConsumerContainer container(StringRedisTemplate redisTemplate,
+                                              RedisConnectionFactory connectionFactory) {
+        MQProperties properties = new MQProperties();
+        return new RedisMQConsumerContainer(
+                connectionFactory,
+                redisTemplate,
+                properties,
+                new PlainMessageConverter(),
+                Mockito.mock(MQDeadLetterService.class),
+                null,
+                List.of()
+        );
+    }
+
+    private MQMessage message(String messageId, String streamMessageId) {
+        MQMessage message = new MQMessage();
+        message.setMessageId(messageId);
+        message.setStreamMessageId(streamMessageId);
+        return message;
+    }
+
+    private static final class RecordingHandler implements MQConsumerHandler {
+
+        private final List<List<String>> calls = new ArrayList<>();
+
+        @Override
+        public MQSubscription subscription() {
+            return new MQSubscription();
+        }
+
+        @Override
+        public void handle(List<MQMessage> messages) {
+            calls.add(messages.stream().map(MQMessage::getMessageId).toList());
+        }
+    }
+
+    private static final class PlainMessageConverter implements MQMessageConverter {
+
+        @Override
+        public String serialize(MQMessage message) {
+            return message.getMessageId();
+        }
+
+        @Override
+        public MQMessage deserialize(String payload) {
+            MQMessage message = new MQMessage();
+            message.setMessageId(payload);
+            return message;
+        }
+    }
+}

easyflow-modules/easyflow-module-agent/pom.xml

@@ -0,0 +1,77 @@
+<?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/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+    <parent>
+        <groupId>tech.easyflow</groupId>
+        <artifactId>easyflow-modules</artifactId>
+        <version>${revision}</version>
+    </parent>
+
+    <name>easyflow-module-agent</name>
+    <artifactId>easyflow-module-agent</artifactId>
+
+    <dependencies>
+        <dependency>
+            <groupId>tech.easyflow</groupId>
+            <artifactId>easyflow-module-ai</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>tech.easyflow</groupId>
+            <artifactId>easyflow-module-chatlog</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>tech.easyflow</groupId>
+            <artifactId>easyflow-module-approval</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>tech.easyflow</groupId>
+            <artifactId>easyflow-module-system</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>tech.easyflow</groupId>
+            <artifactId>easyflow-common-chat-protocol</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>tech.easyflow</groupId>
+            <artifactId>easyflow-common-cache</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>tech.easyflow</groupId>
+            <artifactId>easyflow-common-mq</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>tech.easyflow</groupId>
+            <artifactId>easyflow-common-web</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>tech.easyflow</groupId>
+            <artifactId>easyflow-common-satoken</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>com.mybatis-flex</groupId>
+            <artifactId>mybatis-flex-spring-boot3-starter</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>com.easyagents</groupId>
+            <artifactId>easy-agents-agent-runtime</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-starter-web</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>junit</groupId>
+            <artifactId>junit</artifactId>
+            <version>${junit.version}</version>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.mockito</groupId>
+            <artifactId>mockito-core</artifactId>
+            <version>5.12.0</version>
+            <scope>test</scope>
+        </dependency>
+    </dependencies>
+</project>

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/config/AgentModuleConfig.java

@@ -0,0 +1,16 @@
+package tech.easyflow.agent.config;
+
+import org.mybatis.spring.annotation.MapperScan;
+import org.springframework.boot.autoconfigure.AutoConfiguration;
+import org.springframework.boot.context.properties.EnableConfigurationProperties;
+import org.springframework.context.annotation.ComponentScan;
+
+/**
+ * Agent 模块自动配置。
+ */
+@AutoConfiguration
+@MapperScan("tech.easyflow.agent.mapper")
+@ComponentScan("tech.easyflow.agent")
+@EnableConfigurationProperties(AgentRuntimeProperties.class)
+public class AgentModuleConfig {
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/config/AgentRuntimeProperties.java

@@ -0,0 +1,295 @@
+package tech.easyflow.agent.config;
+
+import org.springframework.boot.context.properties.ConfigurationProperties;
+import org.springframework.util.StringUtils;
+
+import java.time.Duration;
+import java.util.UUID;
+
+/**
+ * Agent 运行态生产化配置。
+ */
+@ConfigurationProperties(prefix = "easyflow.agent.runtime")
+public class AgentRuntimeProperties {
+
+    /**
+     * Redis 热态 session 缓存 TTL。
+     */
+    private Duration sessionCacheTtl = Duration.ofHours(24);
+
+    /**
+     * 当前 Agent 运行实例 ID。
+     */
+    private String instanceId = defaultInstanceId();
+
+    /**
+     * Agent 运行路由 TTL。
+     */
+    private Duration routeTtl = Duration.ofHours(24);
+
+    /**
+     * Agent 运行命令 topic 前缀。
+     */
+    private String commandTopicPrefix = "easyflow:agent-runtime-command";
+
+    /**
+     * Agent 运行命令结果等待超时时间。
+     */
+    private Duration commandResultTimeout = Duration.ofSeconds(5);
+
+    /**
+     * Agent 运行命令结果缓存 TTL。
+     */
+    private Duration commandResultTtl = Duration.ofMinutes(5);
+
+    /**
+     * 当前进程启动代 ID。
+     */
+    private final String bootId = UUID.randomUUID().toString();
+
+    /**
+     * HITL pending 默认过期时间。
+     */
+    private Duration hitlPendingTimeout = Duration.ofMinutes(30);
+
+    /**
+     * 运行锁等待时间。
+     */
+    private Duration lockWaitTimeout = Duration.ofSeconds(2);
+
+    /**
+     * 运行锁租约时间。
+     */
+    private Duration lockLeaseTimeout = Duration.ofMinutes(5);
+
+    /**
+     * 运行锁续期间隔。
+     */
+    private Duration lockRenewInterval = Duration.ofMinutes(1);
+
+    /**
+     * Agent 异步工具任务 Redis 运行态 TTL。
+     */
+    private Duration asyncToolTaskTtl = Duration.ofHours(24);
+
+    /**
+     * 获取 Redis 热态 session 缓存 TTL。
+     *
+     * @return 缓存 TTL
+     */
+    public Duration getSessionCacheTtl() {
+        return sessionCacheTtl;
+    }
+
+    /**
+     * 设置 Redis 热态 session 缓存 TTL。
+     *
+     * @param sessionCacheTtl 缓存 TTL
+     */
+    public void setSessionCacheTtl(Duration sessionCacheTtl) {
+        this.sessionCacheTtl = sessionCacheTtl == null ? Duration.ofHours(24) : sessionCacheTtl;
+    }
+
+    /**
+     * 获取当前 Agent 运行实例 ID。
+     *
+     * @return 实例 ID
+     */
+    public String getInstanceId() {
+        return instanceId;
+    }
+
+    /**
+     * 设置当前 Agent 运行实例 ID。
+     *
+     * @param instanceId 实例 ID
+     */
+    public void setInstanceId(String instanceId) {
+        this.instanceId = StringUtils.hasText(instanceId) ? instanceId.trim() : defaultInstanceId();
+    }
+
+    /**
+     * 获取 Agent 运行路由 TTL。
+     *
+     * @return 路由 TTL
+     */
+    public Duration getRouteTtl() {
+        return routeTtl;
+    }
+
+    /**
+     * 设置 Agent 运行路由 TTL。
+     *
+     * @param routeTtl 路由 TTL
+     */
+    public void setRouteTtl(Duration routeTtl) {
+        this.routeTtl = routeTtl == null ? Duration.ofHours(24) : routeTtl;
+    }
+
+    /**
+     * 获取 Agent 运行命令 topic 前缀。
+     *
+     * @return 命令 topic 前缀
+     */
+    public String getCommandTopicPrefix() {
+        return commandTopicPrefix;
+    }
+
+    /**
+     * 设置 Agent 运行命令 topic 前缀。
+     *
+     * @param commandTopicPrefix 命令 topic 前缀
+     */
+    public void setCommandTopicPrefix(String commandTopicPrefix) {
+        this.commandTopicPrefix = StringUtils.hasText(commandTopicPrefix)
+                ? commandTopicPrefix.trim()
+                : "easyflow:agent-runtime-command";
+    }
+
+    /**
+     * 获取 Agent 运行命令结果等待超时时间。
+     *
+     * @return 等待超时时间
+     */
+    public Duration getCommandResultTimeout() {
+        return commandResultTimeout;
+    }
+
+    /**
+     * 设置 Agent 运行命令结果等待超时时间。
+     *
+     * @param commandResultTimeout 等待超时时间
+     */
+    public void setCommandResultTimeout(Duration commandResultTimeout) {
+        this.commandResultTimeout = commandResultTimeout == null ? Duration.ofSeconds(5) : commandResultTimeout;
+    }
+
+    /**
+     * 获取 Agent 运行命令结果缓存 TTL。
+     *
+     * @return 结果缓存 TTL
+     */
+    public Duration getCommandResultTtl() {
+        return commandResultTtl;
+    }
+
+    /**
+     * 设置 Agent 运行命令结果缓存 TTL。
+     *
+     * @param commandResultTtl 结果缓存 TTL
+     */
+    public void setCommandResultTtl(Duration commandResultTtl) {
+        this.commandResultTtl = commandResultTtl == null ? Duration.ofMinutes(5) : commandResultTtl;
+    }
+
+    /**
+     * 获取当前进程启动代 ID。
+     *
+     * @return 启动代 ID
+     */
+    public String getBootId() {
+        return bootId;
+    }
+
+    /**
+     * 获取 HITL pending 默认过期时间。
+     *
+     * @return 过期时间
+     */
+    public Duration getHitlPendingTimeout() {
+        return hitlPendingTimeout;
+    }
+
+    /**
+     * 设置 HITL pending 默认过期时间。
+     *
+     * @param hitlPendingTimeout 过期时间
+     */
+    public void setHitlPendingTimeout(Duration hitlPendingTimeout) {
+        this.hitlPendingTimeout = hitlPendingTimeout == null ? Duration.ofMinutes(30) : hitlPendingTimeout;
+    }
+
+    /**
+     * 获取运行锁等待时间。
+     *
+     * @return 等待时间
+     */
+    public Duration getLockWaitTimeout() {
+        return lockWaitTimeout;
+    }
+
+    /**
+     * 设置运行锁等待时间。
+     *
+     * @param lockWaitTimeout 等待时间
+     */
+    public void setLockWaitTimeout(Duration lockWaitTimeout) {
+        this.lockWaitTimeout = lockWaitTimeout == null ? Duration.ofSeconds(2) : lockWaitTimeout;
+    }
+
+    /**
+     * 获取运行锁租约时间。
+     *
+     * @return 租约时间
+     */
+    public Duration getLockLeaseTimeout() {
+        return lockLeaseTimeout;
+    }
+
+    /**
+     * 设置运行锁租约时间。
+     *
+     * @param lockLeaseTimeout 租约时间
+     */
+    public void setLockLeaseTimeout(Duration lockLeaseTimeout) {
+        this.lockLeaseTimeout = lockLeaseTimeout == null ? Duration.ofMinutes(5) : lockLeaseTimeout;
+    }
+
+    /**
+     * 获取运行锁续期间隔。
+     *
+     * @return 续期间隔
+     */
+    public Duration getLockRenewInterval() {
+        return lockRenewInterval;
+    }
+
+    /**
+     * 设置运行锁续期间隔。
+     *
+     * @param lockRenewInterval 续期间隔
+     */
+    public void setLockRenewInterval(Duration lockRenewInterval) {
+        this.lockRenewInterval = lockRenewInterval == null ? Duration.ofMinutes(1) : lockRenewInterval;
+    }
+
+    /**
+     * 获取 Agent 异步工具任务 Redis 运行态 TTL。
+     *
+     * @return 任务 TTL
+     */
+    public Duration getAsyncToolTaskTtl() {
+        return asyncToolTaskTtl;
+    }
+
+    /**
+     * 设置 Agent 异步工具任务 Redis 运行态 TTL。
+     *
+     * @param asyncToolTaskTtl 任务 TTL
+     */
+    public void setAsyncToolTaskTtl(Duration asyncToolTaskTtl) {
+        this.asyncToolTaskTtl = asyncToolTaskTtl == null ? Duration.ofHours(24) : asyncToolTaskTtl;
+    }
+
+    private static String defaultInstanceId() {
+        String envInstanceId = System.getenv("EASYFLOW_INSTANCE_ID");
+        if (StringUtils.hasText(envInstanceId)) {
+            return envInstanceId.trim();
+        }
+        String hostName = System.getenv("HOSTNAME");
+        if (StringUtils.hasText(hostName)) {
+            return hostName.trim();
+        }
+        return UUID.randomUUID().toString();
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/distributed/AgentRuntimeCommandAction.java

@@ -0,0 +1,17 @@
+package tech.easyflow.agent.distributed;
+
+/**
+ * Agent 运行态远程命令动作。
+ */
+public enum AgentRuntimeCommandAction {
+
+    /**
+     * 批准工具执行。
+     */
+    APPROVE,
+
+    /**
+     * 拒绝工具执行。
+     */
+    REJECT
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/distributed/AgentRuntimeCommandConsumer.java

@@ -0,0 +1,127 @@
+package tech.easyflow.agent.distributed;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springframework.stereotype.Component;
+import tech.easyflow.agent.config.AgentRuntimeProperties;
+import tech.easyflow.agent.runtime.AgentRunService;
+import tech.easyflow.common.mq.config.MQProperties;
+import tech.easyflow.common.mq.core.MQConsumerHandler;
+import tech.easyflow.common.mq.core.MQMessage;
+import tech.easyflow.common.mq.core.MQSubscription;
+
+import java.util.List;
+
+/**
+ * Agent 运行态远程命令消费者。
+ */
+@Component
+public class AgentRuntimeCommandConsumer implements MQConsumerHandler {
+
+    private static final Logger LOG = LoggerFactory.getLogger(AgentRuntimeCommandConsumer.class);
+
+    private final ObjectMapper objectMapper;
+    private final AgentRuntimeProperties properties;
+    private final MQProperties mqProperties;
+    private final AgentRunService agentRunService;
+    private final AgentRuntimeCommandResultRegistry resultRegistry;
+
+    /**
+     * 创建 Agent 运行态远程命令消费者。
+     *
+     * @param objectMapper JSON 序列化器
+     * @param properties Agent 运行配置
+     * @param mqProperties MQ 配置
+     * @param agentRunService Agent 运行服务
+     * @param resultRegistry 远程命令结果注册表
+     */
+    public AgentRuntimeCommandConsumer(ObjectMapper objectMapper,
+                                       AgentRuntimeProperties properties,
+                                       MQProperties mqProperties,
+                                       AgentRunService agentRunService,
+                                       AgentRuntimeCommandResultRegistry resultRegistry) {
+        this.objectMapper = objectMapper;
+        this.properties = properties;
+        this.mqProperties = mqProperties;
+        this.agentRunService = agentRunService;
+        this.resultRegistry = resultRegistry;
+    }
+
+    @Override
+    public MQSubscription subscription() {
+        MQSubscription subscription = new MQSubscription();
+        subscription.setTopic(commandTopic());
+        subscription.setConsumerGroup(commandTopic());
+        subscription.setShardCount(Math.max(mqProperties.getRedis().getChatPersistShardCount(), 1));
+        subscription.setBatchEnabled(false);
+        return subscription;
+    }
+
+    @Override
+    public void handle(List<MQMessage> messages) {
+        if (messages == null || messages.isEmpty()) {
+            return;
+        }
+        for (MQMessage message : messages) {
+            try {
+                handleCommand(message, objectMapper.readValue(message.getBody(), AgentRuntimeCommandMessage.class));
+            } catch (Exception e) {
+                LOG.warn("Agent 远程运行命令解析失败: messageId={}", message.getMessageId(), e);
+            }
+        }
+    }
+
+    private void handleCommand(MQMessage message, AgentRuntimeCommandMessage command) {
+        if (command == null || command.getAction() == null) {
+            LOG.warn("跳过非法 Agent 远程运行命令: messageId={}", message.getMessageId());
+            return;
+        }
+        if (!properties.getInstanceId().equals(command.getTargetNodeId())) {
+            LOG.warn("跳过非本节点 Agent 远程运行命令: messageId={}, targetNodeId={}, currentNodeId={}",
+                    message.getMessageId(), command.getTargetNodeId(), properties.getInstanceId());
+            return;
+        }
+        try {
+            if (command.getAction() == AgentRuntimeCommandAction.APPROVE) {
+                agentRunService.approveRuntimeLocal(
+                        command.getRequestId(), command.getResumeToken(), command.getOperatorId(), command.getUserId());
+            } else if (command.getAction() == AgentRuntimeCommandAction.REJECT) {
+                agentRunService.rejectRuntimeLocal(
+                        command.getRequestId(), command.getResumeToken(), command.getReason(),
+                        command.getOperatorId(), command.getUserId());
+            } else {
+                markFailureQuietly(command, new IllegalArgumentException("不支持的 Agent 远程运行命令"));
+                LOG.warn("跳过不支持的 Agent 远程运行命令: messageId={}, commandId={}, action={}",
+                        message.getMessageId(), command.getCommandId(), command.getAction());
+                return;
+            }
+        } catch (RuntimeException e) {
+            markFailureQuietly(command, e);
+            LOG.warn("Agent 远程运行命令处理失败: messageId={}, commandId={}",
+                    message.getMessageId(), command.getCommandId(), e);
+            return;
+        }
+        markSuccessQuietly(command);
+    }
+
+    private String commandTopic() {
+        return properties.getCommandTopicPrefix() + ":" + properties.getInstanceId();
+    }
+
+    private void markSuccessQuietly(AgentRuntimeCommandMessage command) {
+        try {
+            resultRegistry.markSuccess(command.getCommandId());
+        } catch (RuntimeException e) {
+            LOG.error("Agent 远程运行命令成功结果写入失败: commandId={}", command.getCommandId(), e);
+        }
+    }
+
+    private void markFailureQuietly(AgentRuntimeCommandMessage command, RuntimeException cause) {
+        try {
+            resultRegistry.markFailure(command.getCommandId(), cause.getMessage());
+        } catch (RuntimeException e) {
+            LOG.error("Agent 远程运行命令失败结果写入失败: commandId={}", command.getCommandId(), e);
+        }
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/distributed/AgentRuntimeCommandMessage.java

@@ -0,0 +1,92 @@
+package tech.easyflow.agent.distributed;
+
+import java.math.BigInteger;
+import java.util.Date;
+
+/**
+ * Agent 运行态远程恢复命令消息。
+ */
+public class AgentRuntimeCommandMessage {
+
+    private String commandId;
+    private String requestId;
+    private String resumeToken;
+    private AgentRuntimeCommandAction action;
+    private String reason;
+    private BigInteger operatorId;
+    private String userId;
+    private String targetNodeId;
+    private Date occurredAt;
+
+    public String getCommandId() {
+        return commandId;
+    }
+
+    public void setCommandId(String commandId) {
+        this.commandId = commandId;
+    }
+
+    public String getRequestId() {
+        return requestId;
+    }
+
+    public void setRequestId(String requestId) {
+        this.requestId = requestId;
+    }
+
+    public String getResumeToken() {
+        return resumeToken;
+    }
+
+    public void setResumeToken(String resumeToken) {
+        this.resumeToken = resumeToken;
+    }
+
+    public AgentRuntimeCommandAction getAction() {
+        return action;
+    }
+
+    public void setAction(AgentRuntimeCommandAction action) {
+        this.action = action;
+    }
+
+    public String getReason() {
+        return reason;
+    }
+
+    public void setReason(String reason) {
+        this.reason = reason;
+    }
+
+    public BigInteger getOperatorId() {
+        return operatorId;
+    }
+
+    public void setOperatorId(BigInteger operatorId) {
+        this.operatorId = operatorId;
+    }
+
+    public String getUserId() {
+        return userId;
+    }
+
+    public void setUserId(String userId) {
+        this.userId = userId;
+    }
+
+    public String getTargetNodeId() {
+        return targetNodeId;
+    }
+
+    public void setTargetNodeId(String targetNodeId) {
+        this.targetNodeId = targetNodeId;
+    }
+
+    public Date getOccurredAt() {
+        return occurredAt;
+    }
+
+    public void setOccurredAt(Date occurredAt) {
+        this.occurredAt = occurredAt;
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/distributed/AgentRuntimeCommandProducer.java

@@ -0,0 +1,153 @@
+package tech.easyflow.agent.distributed;
+
+import com.fasterxml.jackson.core.JsonProcessingException;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springframework.stereotype.Service;
+import tech.easyflow.agent.config.AgentRuntimeProperties;
+import tech.easyflow.common.mq.core.MQMessage;
+import tech.easyflow.common.mq.core.MQProducer;
+import tech.easyflow.common.web.exceptions.BusinessException;
+
+import java.math.BigInteger;
+import java.util.Date;
+import java.util.UUID;
+
+/**
+ * Agent 运行态远程命令生产者。
+ */
+@Service
+public class AgentRuntimeCommandProducer {
+
+    private static final Logger LOG = LoggerFactory.getLogger(AgentRuntimeCommandProducer.class);
+
+    private final MQProducer mqProducer;
+    private final ObjectMapper objectMapper;
+    private final AgentRuntimeProperties properties;
+    private final AgentRuntimeCommandResultRegistry resultRegistry;
+
+    /**
+     * 测试子类构造器。
+     */
+    protected AgentRuntimeCommandProducer() {
+        this.mqProducer = null;
+        this.objectMapper = null;
+        this.properties = null;
+        this.resultRegistry = null;
+    }
+
+    /**
+     * 创建 Agent 运行态远程命令生产者。
+     *
+     * @param mqProducer MQ 生产者
+     * @param objectMapper JSON 序列化器
+     * @param properties Agent 运行配置
+     * @param resultRegistry 远程命令结果注册表
+     */
+    public AgentRuntimeCommandProducer(MQProducer mqProducer,
+                                       ObjectMapper objectMapper,
+                                       AgentRuntimeProperties properties,
+                                       AgentRuntimeCommandResultRegistry resultRegistry) {
+        this.mqProducer = mqProducer;
+        this.objectMapper = objectMapper;
+        this.properties = properties;
+        this.resultRegistry = resultRegistry;
+    }
+
+    /**
+     * 投递远程批准命令。
+     *
+     * @param targetNodeId 目标节点 ID
+     * @param requestId 请求 ID
+     * @param resumeToken 恢复令牌
+     * @param operatorId 操作人 ID
+     * @param userId 用户 ID
+     */
+    public void sendApprove(String targetNodeId,
+                            String requestId,
+                            String resumeToken,
+                            BigInteger operatorId,
+                            String userId) {
+        sendAndWait(targetNodeId, requestId, resumeToken, AgentRuntimeCommandAction.APPROVE, null, operatorId, userId);
+    }
+
+    /**
+     * 投递远程拒绝命令。
+     *
+     * @param targetNodeId 目标节点 ID
+     * @param requestId 请求 ID
+     * @param resumeToken 恢复令牌
+     * @param reason 拒绝原因
+     * @param operatorId 操作人 ID
+     * @param userId 用户 ID
+     */
+    public void sendReject(String targetNodeId,
+                           String requestId,
+                           String resumeToken,
+                           String reason,
+                           BigInteger operatorId,
+                           String userId) {
+        sendAndWait(targetNodeId, requestId, resumeToken, AgentRuntimeCommandAction.REJECT, reason, operatorId, userId);
+    }
+
+    private void sendAndWait(String targetNodeId,
+                             String requestId,
+                             String resumeToken,
+                             AgentRuntimeCommandAction action,
+                             String reason,
+                             BigInteger operatorId,
+                             String userId) {
+        if (targetNodeId == null || targetNodeId.isBlank()) {
+            throw new BusinessException("Agent 运行节点不可用，请重新发起对话");
+        }
+        AgentRuntimeCommandMessage command = new AgentRuntimeCommandMessage();
+        command.setCommandId(UUID.randomUUID().toString());
+        command.setRequestId(requestId);
+        command.setResumeToken(resumeToken);
+        command.setAction(action);
+        command.setReason(reason);
+        command.setOperatorId(operatorId);
+        command.setUserId(userId);
+        command.setTargetNodeId(targetNodeId);
+        command.setOccurredAt(new Date());
+
+        MQMessage message = new MQMessage();
+        message.setMessageId(command.getCommandId());
+        message.setTopic(commandTopic(targetNodeId));
+        message.setKey(command.getCommandId());
+        message.setCreatedAt(command.getOccurredAt());
+        try {
+            message.setBody(objectMapper.writeValueAsString(command));
+            String recordId = mqProducer.send(message);
+            LOG.info("Agent 远程运行命令已投递: action={}, requestId={}, targetNodeId={}, recordId={}",
+                    action, requestId, targetNodeId, recordId);
+            AgentRuntimeCommandResult result = resultRegistry.waitForResult(command.getCommandId());
+            if (!result.isSuccess()) {
+                throw new BusinessException(result.getMessage());
+            }
+        } catch (JsonProcessingException e) {
+            throw new BusinessException("Agent 运行命令序列化失败");
+        } catch (BusinessException e) {
+            throw e;
+        } catch (RuntimeException e) {
+            LOG.error("Agent 远程运行命令投递失败: action={}, requestId={}, targetNodeId={}",
+                    action, requestId, targetNodeId, e);
+            throw new BusinessException("Agent 运行节点不可用，请重新发起对话");
+        } finally {
+            deleteResultQuietly(command.getCommandId());
+        }
+    }
+
+    private String commandTopic(String nodeId) {
+        return properties.getCommandTopicPrefix() + ":" + nodeId;
+    }
+
+    private void deleteResultQuietly(String commandId) {
+        try {
+            resultRegistry.deleteResult(commandId);
+        } catch (RuntimeException e) {
+            LOG.warn("Agent 远程运行命令结果清理失败，等待 TTL 兜底: commandId={}", commandId, e);
+        }
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/distributed/AgentRuntimeCommandResult.java

@@ -0,0 +1,46 @@
+package tech.easyflow.agent.distributed;
+
+/**
+ * Agent 运行态远程命令结果。
+ */
+public class AgentRuntimeCommandResult {
+
+    private boolean success;
+    private String message;
+
+    /**
+     * 判断命令是否执行成功。
+     *
+     * @return true 表示执行成功
+     */
+    public boolean isSuccess() {
+        return success;
+    }
+
+    /**
+     * 设置命令是否执行成功。
+     *
+     * @param success 是否执行成功
+     */
+    public void setSuccess(boolean success) {
+        this.success = success;
+    }
+
+    /**
+     * 获取结果消息。
+     *
+     * @return 结果消息
+     */
+    public String getMessage() {
+        return message;
+    }
+
+    /**
+     * 设置结果消息。
+     *
+     * @param message 结果消息
+     */
+    public void setMessage(String message) {
+        this.message = message;
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/distributed/AgentRuntimeCommandResultRegistry.java

@@ -0,0 +1,134 @@
+package tech.easyflow.agent.distributed;
+
+import com.fasterxml.jackson.core.JsonProcessingException;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import org.springframework.data.redis.core.StringRedisTemplate;
+import org.springframework.stereotype.Component;
+import tech.easyflow.agent.config.AgentRuntimeProperties;
+import tech.easyflow.common.web.exceptions.BusinessException;
+
+/**
+ * Agent 运行态远程命令结果注册表。
+ */
+@Component
+public class AgentRuntimeCommandResultRegistry {
+
+    private static final String RESULT_PREFIX = "easyflow:agent:runtime:command-result:";
+    private static final long POLL_INTERVAL_MILLIS = 50L;
+
+    private final StringRedisTemplate stringRedisTemplate;
+    private final ObjectMapper objectMapper;
+    private final AgentRuntimeProperties properties;
+
+    /**
+     * 创建 Agent 运行态远程命令结果注册表。
+     *
+     * @param stringRedisTemplate Redis 字符串模板
+     * @param objectMapper JSON 序列化器
+     * @param properties Agent 运行配置
+     */
+    public AgentRuntimeCommandResultRegistry(StringRedisTemplate stringRedisTemplate,
+                                             ObjectMapper objectMapper,
+                                             AgentRuntimeProperties properties) {
+        this.stringRedisTemplate = stringRedisTemplate;
+        this.objectMapper = objectMapper;
+        this.properties = properties;
+    }
+
+    /**
+     * 写入成功结果。
+     *
+     * @param commandId 命令 ID
+     */
+    public void markSuccess(String commandId) {
+        AgentRuntimeCommandResult result = new AgentRuntimeCommandResult();
+        result.setSuccess(true);
+        result.setMessage("OK");
+        writeResult(commandId, result);
+    }
+
+    /**
+     * 写入失败结果。
+     *
+     * @param commandId 命令 ID
+     * @param message 失败消息
+     */
+    public void markFailure(String commandId, String message) {
+        AgentRuntimeCommandResult result = new AgentRuntimeCommandResult();
+        result.setSuccess(false);
+        result.setMessage(message == null || message.isBlank() ? "Agent 运行节点不可用，请重新发起对话" : message);
+        writeResult(commandId, result);
+    }
+
+    /**
+     * 等待远程命令结果。
+     *
+     * @param commandId 命令 ID
+     * @return 命令结果
+     */
+    public AgentRuntimeCommandResult waitForResult(String commandId) {
+        long deadline = System.nanoTime() + properties.getCommandResultTimeout().toNanos();
+        while (System.nanoTime() <= deadline) {
+            AgentRuntimeCommandResult result = readResult(commandId);
+            if (result != null) {
+                return result;
+            }
+            sleep();
+        }
+        throw new BusinessException("Agent 运行节点响应超时，请稍后重试");
+    }
+
+    /**
+     * 删除远程命令结果。
+     *
+     * @param commandId 命令 ID
+     */
+    public void deleteResult(String commandId) {
+        if (commandId == null || commandId.isBlank()) {
+            return;
+        }
+        stringRedisTemplate.delete(resultKey(commandId));
+    }
+
+    private AgentRuntimeCommandResult readResult(String commandId) {
+        if (commandId == null || commandId.isBlank()) {
+            return null;
+        }
+        String value = stringRedisTemplate.opsForValue().get(resultKey(commandId));
+        if (value == null || value.isBlank()) {
+            return null;
+        }
+        try {
+            return objectMapper.readValue(value, AgentRuntimeCommandResult.class);
+        } catch (JsonProcessingException e) {
+            throw new BusinessException("Agent 运行命令结果解析失败");
+        }
+    }
+
+    private void writeResult(String commandId, AgentRuntimeCommandResult result) {
+        if (commandId == null || commandId.isBlank()) {
+            return;
+        }
+        try {
+            stringRedisTemplate.opsForValue().set(
+                    resultKey(commandId),
+                    objectMapper.writeValueAsString(result),
+                    properties.getCommandResultTtl());
+        } catch (JsonProcessingException e) {
+            throw new IllegalStateException("Agent 运行命令结果序列化失败", e);
+        }
+    }
+
+    private String resultKey(String commandId) {
+        return RESULT_PREFIX + commandId;
+    }
+
+    private void sleep() {
+        try {
+            Thread.sleep(POLL_INTERVAL_MILLIS);
+        } catch (InterruptedException e) {
+            Thread.currentThread().interrupt();
+            throw new BusinessException("Agent 运行节点响应等待被中断");
+        }
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/distributed/AgentRuntimeNodeHeartbeat.java

@@ -0,0 +1,43 @@
+package tech.easyflow.agent.distributed;
+
+import jakarta.annotation.PostConstruct;
+import org.springframework.scheduling.annotation.Scheduled;
+import org.springframework.stereotype.Component;
+
+import java.time.Duration;
+
+/**
+ * Agent 运行节点心跳维护器。
+ */
+@Component
+public class AgentRuntimeNodeHeartbeat {
+
+    private static final Duration HEARTBEAT_TTL = Duration.ofSeconds(90);
+
+    private final AgentRuntimeRouteRegistry routeRegistry;
+
+    /**
+     * 创建 Agent 运行节点心跳维护器。
+     *
+     * @param routeRegistry Agent 运行态 Redis 路由注册表
+     */
+    public AgentRuntimeNodeHeartbeat(AgentRuntimeRouteRegistry routeRegistry) {
+        this.routeRegistry = routeRegistry;
+    }
+
+    /**
+     * 启动时立即写入一次当前节点心跳。
+     */
+    @PostConstruct
+    public void init() {
+        refresh();
+    }
+
+    /**
+     * 定期刷新当前节点心跳。
+     */
+    @Scheduled(fixedDelayString = "${easyflow.agent.runtime.node-heartbeat-delay:30000}", initialDelay = 30000L)
+    public void refresh() {
+        routeRegistry.heartbeat(HEARTBEAT_TTL);
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/distributed/AgentRuntimeRoute.java

@@ -0,0 +1,46 @@
+package tech.easyflow.agent.distributed;
+
+/**
+ * Agent 运行态 owner 路由。
+ */
+public class AgentRuntimeRoute {
+
+    private String nodeId;
+    private String bootId;
+
+    /**
+     * 获取 owner 节点 ID。
+     *
+     * @return owner 节点 ID
+     */
+    public String getNodeId() {
+        return nodeId;
+    }
+
+    /**
+     * 设置 owner 节点 ID。
+     *
+     * @param nodeId owner 节点 ID
+     */
+    public void setNodeId(String nodeId) {
+        this.nodeId = nodeId;
+    }
+
+    /**
+     * 获取 owner 启动代 ID。
+     *
+     * @return 启动代 ID
+     */
+    public String getBootId() {
+        return bootId;
+    }
+
+    /**
+     * 设置 owner 启动代 ID。
+     *
+     * @param bootId 启动代 ID
+     */
+    public void setBootId(String bootId) {
+        this.bootId = bootId;
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/distributed/AgentRuntimeRouteRegistry.java

@@ -0,0 +1,222 @@
+package tech.easyflow.agent.distributed;
+
+import com.fasterxml.jackson.core.JsonProcessingException;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springframework.data.redis.core.StringRedisTemplate;
+import org.springframework.stereotype.Component;
+import tech.easyflow.agent.config.AgentRuntimeProperties;
+
+import java.time.Duration;
+
+/**
+ * Agent 运行态 Redis 路由注册表。
+ */
+@Component
+public class AgentRuntimeRouteRegistry {
+
+    private static final Logger LOG = LoggerFactory.getLogger(AgentRuntimeRouteRegistry.class);
+
+    private static final String REQUEST_ROUTE_PREFIX = "easyflow:agent:runtime:request:";
+    private static final String TOKEN_ROUTE_PREFIX = "easyflow:agent:runtime:resume-token:";
+    private static final String NODE_HEARTBEAT_PREFIX = "easyflow:agent:runtime:node:";
+
+    private final StringRedisTemplate stringRedisTemplate;
+    private final AgentRuntimeProperties properties;
+    private final ObjectMapper objectMapper;
+
+    /**
+     * 创建 Agent 运行态 Redis 路由注册表。
+     *
+     * @param stringRedisTemplate Redis 字符串模板
+     * @param properties Agent 运行配置
+     * @param objectMapper JSON 序列化器
+     */
+    public AgentRuntimeRouteRegistry(StringRedisTemplate stringRedisTemplate,
+                                     AgentRuntimeProperties properties,
+                                     ObjectMapper objectMapper) {
+        this.stringRedisTemplate = stringRedisTemplate;
+        this.properties = properties;
+        this.objectMapper = objectMapper;
+    }
+
+    /**
+     * 注册运行请求 owner 节点。
+     *
+     * @param requestId 请求 ID
+     */
+    public void registerRun(String requestId) {
+        if (requestId == null || requestId.isBlank()) {
+            return;
+        }
+        stringRedisTemplate.opsForValue().set(requestKey(requestId), serializeRoute(currentRoute()), properties.getRouteTtl());
+    }
+
+    /**
+     * 注册恢复令牌与请求 ID 的关系。
+     *
+     * @param requestId 请求 ID
+     * @param resumeToken 恢复令牌
+     */
+    public void registerResumeToken(String requestId, String resumeToken) {
+        if (requestId == null || requestId.isBlank() || resumeToken == null || resumeToken.isBlank()) {
+            return;
+        }
+        stringRedisTemplate.opsForValue().set(tokenKey(resumeToken), requestId, properties.getRouteTtl());
+    }
+
+    /**
+     * 查询请求 ID 所属节点。
+     *
+     * @param requestId 请求 ID
+     * @return owner 节点 ID
+     */
+    public String findOwnerNode(String requestId) {
+        AgentRuntimeRoute route = findOwnerRoute(requestId);
+        return route == null ? null : route.getNodeId();
+    }
+
+    /**
+     * 查询请求 ID 所属路由。
+     *
+     * @param requestId 请求 ID
+     * @return owner 路由
+     */
+    public AgentRuntimeRoute findOwnerRoute(String requestId) {
+        if (requestId == null || requestId.isBlank()) {
+            return null;
+        }
+        String value = stringRedisTemplate.opsForValue().get(requestKey(requestId));
+        if (value == null || value.isBlank()) {
+            return null;
+        }
+        return deserializeRoute(value);
+    }
+
+    /**
+     * 根据恢复令牌查询请求 ID。
+     *
+     * @param resumeToken 恢复令牌
+     * @return 请求 ID
+     */
+    public String findRequestIdByResumeToken(String resumeToken) {
+        if (resumeToken == null || resumeToken.isBlank()) {
+            return null;
+        }
+        return stringRedisTemplate.opsForValue().get(tokenKey(resumeToken));
+    }
+
+    /**
+     * 删除指定运行请求的路由。
+     *
+     * @param requestId 请求 ID
+     */
+    public void removeRun(String requestId) {
+        if (requestId == null || requestId.isBlank()) {
+            return;
+        }
+        deleteQuietly(requestKey(requestId));
+    }
+
+    /**
+     * 删除指定恢复令牌的路由。
+     *
+     * @param resumeToken 恢复令牌
+     */
+    public void removeResumeToken(String resumeToken) {
+        if (resumeToken == null || resumeToken.isBlank()) {
+            return;
+        }
+        deleteQuietly(tokenKey(resumeToken));
+    }
+
+    /**
+     * 获取当前节点 ID。
+     *
+     * @return 当前节点 ID
+     */
+    public String currentNodeId() {
+        return properties.getInstanceId();
+    }
+
+    /**
+     * 刷新当前节点存活心跳。
+     *
+     * @param ttl 心跳 TTL
+     */
+    public void heartbeat(Duration ttl) {
+        stringRedisTemplate.opsForValue().set(nodeKey(properties.getInstanceId()), properties.getBootId(), ttl);
+    }
+
+    /**
+     * 查询指定节点是否仍有存活心跳。
+     *
+     * @param nodeId 节点 ID
+     * @return true 表示节点心跳仍有效
+     */
+    public boolean isNodeAlive(String nodeId) {
+        return currentNodeBootId(nodeId) != null;
+    }
+
+    /**
+     * 查询指定节点当前启动代 ID。
+     *
+     * @param nodeId 节点 ID
+     * @return 启动代 ID
+     */
+    public String currentNodeBootId(String nodeId) {
+        if (nodeId == null || nodeId.isBlank()) {
+            return null;
+        }
+        return stringRedisTemplate.opsForValue().get(nodeKey(nodeId));
+    }
+
+    private String requestKey(String requestId) {
+        return REQUEST_ROUTE_PREFIX + requestId;
+    }
+
+    private String tokenKey(String resumeToken) {
+        return TOKEN_ROUTE_PREFIX + resumeToken;
+    }
+
+    private String nodeKey(String nodeId) {
+        return NODE_HEARTBEAT_PREFIX + nodeId;
+    }
+
+    private AgentRuntimeRoute currentRoute() {
+        AgentRuntimeRoute route = new AgentRuntimeRoute();
+        route.setNodeId(properties.getInstanceId());
+        route.setBootId(properties.getBootId());
+        return route;
+    }
+
+    private String serializeRoute(AgentRuntimeRoute route) {
+        try {
+            return objectMapper.writeValueAsString(route);
+        } catch (JsonProcessingException e) {
+            throw new IllegalStateException("Agent 运行路由序列化失败", e);
+        }
+    }
+
+    private AgentRuntimeRoute deserializeRoute(String value) {
+        try {
+            if (value.trim().startsWith("{")) {
+                return objectMapper.readValue(value, AgentRuntimeRoute.class);
+            }
+            AgentRuntimeRoute legacyRoute = new AgentRuntimeRoute();
+            legacyRoute.setNodeId(value);
+            return legacyRoute;
+        } catch (JsonProcessingException e) {
+            throw new IllegalStateException("Agent 运行路由反序列化失败", e);
+        }
+    }
+
+    private void deleteQuietly(String key) {
+        try {
+            stringRedisTemplate.delete(key);
+        } catch (RuntimeException e) {
+            LOG.warn("清理 Agent 运行态 Redis 路由失败: key={}", key, e);
+        }
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/entity/Agent.java

@@ -0,0 +1,132 @@
+package tech.easyflow.agent.entity;
+
+import com.mybatisflex.annotation.Column;
+import com.mybatisflex.annotation.Id;
+import com.mybatisflex.annotation.KeyType;
+import com.mybatisflex.annotation.Table;
+import com.mybatisflex.core.handler.FastjsonTypeHandler;
+import tech.easyflow.common.entity.DateEntity;
+import tech.easyflow.system.permission.resource.VisibilityResource;
+
+import java.io.Serializable;
+import java.math.BigInteger;
+import java.util.Date;
+import java.util.LinkedHashMap;
+import java.util.List;
+import java.util.Map;
+
+/**
+ * Agent 主实体。
+ */
+@Table("tb_agent")
+public class Agent extends DateEntity implements VisibilityResource, Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    @Id(keyType = KeyType.Generator, value = "snowFlakeId")
+    private BigInteger id;
+    @Column(tenantId = true)
+    private BigInteger tenantId;
+    private BigInteger deptId;
+    private String name;
+    private String description;
+    private String avatar;
+    private BigInteger categoryId;
+    private BigInteger modelId;
+    @Column(typeHandler = FastjsonTypeHandler.class)
+    private Map<String, Object> modelConfigJson = new LinkedHashMap<>();
+    @Column(typeHandler = FastjsonTypeHandler.class)
+    private Map<String, Object> generationConfigJson = new LinkedHashMap<>();
+    @Column(typeHandler = FastjsonTypeHandler.class)
+    private Map<String, Object> promptConfigJson = new LinkedHashMap<>();
+    @Column(typeHandler = FastjsonTypeHandler.class)
+    private Map<String, Object> memoryConfigJson = new LinkedHashMap<>();
+    @Column(typeHandler = FastjsonTypeHandler.class)
+    private Map<String, Object> executionConfigJson = new LinkedHashMap<>();
+    private Integer status;
+    private String visibilityScope;
+    private String publishStatus;
+    private BigInteger currentApprovalInstanceId;
+    @Column(typeHandler = FastjsonTypeHandler.class)
+    private Map<String, Object> publishedSnapshotJson = new LinkedHashMap<>();
+    private Date publishedAt;
+    private BigInteger publishedBy;
+    private Date created;
+    private BigInteger createdBy;
+    private Date modified;
+    private BigInteger modifiedBy;
+
+    @Column(ignore = true)
+    private Boolean approvalPending;
+    @Column(ignore = true)
+    private String currentApprovalActionType;
+    @Column(ignore = true)
+    private String displayPublishStatus;
+    @Column(ignore = true)
+    private String createdByName;
+    @Column(ignore = true)
+    private List<AgentToolBinding> toolBindings;
+    @Column(ignore = true)
+    private List<AgentKnowledgeBinding> knowledgeBindings;
+
+    public BigInteger getId() { return id; }
+    public void setId(BigInteger id) { this.id = id; }
+    public BigInteger getTenantId() { return tenantId; }
+    public void setTenantId(BigInteger tenantId) { this.tenantId = tenantId; }
+    public BigInteger getDeptId() { return deptId; }
+    public void setDeptId(BigInteger deptId) { this.deptId = deptId; }
+    public String getName() { return name; }
+    public void setName(String name) { this.name = name; }
+    public String getDescription() { return description; }
+    public void setDescription(String description) { this.description = description; }
+    public String getAvatar() { return avatar; }
+    public void setAvatar(String avatar) { this.avatar = avatar; }
+    public BigInteger getCategoryId() { return categoryId; }
+    public void setCategoryId(BigInteger categoryId) { this.categoryId = categoryId; }
+    public BigInteger getModelId() { return modelId; }
+    public void setModelId(BigInteger modelId) { this.modelId = modelId; }
+    public Map<String, Object> getModelConfigJson() { return modelConfigJson; }
+    public void setModelConfigJson(Map<String, Object> modelConfigJson) { this.modelConfigJson = modelConfigJson == null ? new LinkedHashMap<>() : modelConfigJson; }
+    public Map<String, Object> getGenerationConfigJson() { return generationConfigJson; }
+    public void setGenerationConfigJson(Map<String, Object> generationConfigJson) { this.generationConfigJson = generationConfigJson == null ? new LinkedHashMap<>() : generationConfigJson; }
+    public Map<String, Object> getPromptConfigJson() { return promptConfigJson; }
+    public void setPromptConfigJson(Map<String, Object> promptConfigJson) { this.promptConfigJson = promptConfigJson == null ? new LinkedHashMap<>() : promptConfigJson; }
+    public Map<String, Object> getMemoryConfigJson() { return memoryConfigJson; }
+    public void setMemoryConfigJson(Map<String, Object> memoryConfigJson) { this.memoryConfigJson = memoryConfigJson == null ? new LinkedHashMap<>() : memoryConfigJson; }
+    public Map<String, Object> getExecutionConfigJson() { return executionConfigJson; }
+    public void setExecutionConfigJson(Map<String, Object> executionConfigJson) { this.executionConfigJson = executionConfigJson == null ? new LinkedHashMap<>() : executionConfigJson; }
+    public Integer getStatus() { return status; }
+    public void setStatus(Integer status) { this.status = status; }
+    public String getVisibilityScope() { return visibilityScope; }
+    public void setVisibilityScope(String visibilityScope) { this.visibilityScope = visibilityScope; }
+    public String getPublishStatus() { return publishStatus; }
+    public void setPublishStatus(String publishStatus) { this.publishStatus = publishStatus; }
+    public BigInteger getCurrentApprovalInstanceId() { return currentApprovalInstanceId; }
+    public void setCurrentApprovalInstanceId(BigInteger currentApprovalInstanceId) { this.currentApprovalInstanceId = currentApprovalInstanceId; }
+    public Map<String, Object> getPublishedSnapshotJson() { return publishedSnapshotJson; }
+    public void setPublishedSnapshotJson(Map<String, Object> publishedSnapshotJson) { this.publishedSnapshotJson = publishedSnapshotJson == null ? new LinkedHashMap<>() : publishedSnapshotJson; }
+    public Date getPublishedAt() { return publishedAt; }
+    public void setPublishedAt(Date publishedAt) { this.publishedAt = publishedAt; }
+    public BigInteger getPublishedBy() { return publishedBy; }
+    public void setPublishedBy(BigInteger publishedBy) { this.publishedBy = publishedBy; }
+    @Override public Date getCreated() { return created; }
+    @Override public void setCreated(Date created) { this.created = created; }
+    public BigInteger getCreatedBy() { return createdBy; }
+    public void setCreatedBy(BigInteger createdBy) { this.createdBy = createdBy; }
+    @Override public Date getModified() { return modified; }
+    @Override public void setModified(Date modified) { this.modified = modified; }
+    public BigInteger getModifiedBy() { return modifiedBy; }
+    public void setModifiedBy(BigInteger modifiedBy) { this.modifiedBy = modifiedBy; }
+    public Boolean getApprovalPending() { return approvalPending; }
+    public void setApprovalPending(Boolean approvalPending) { this.approvalPending = approvalPending; }
+    public String getCurrentApprovalActionType() { return currentApprovalActionType; }
+    public void setCurrentApprovalActionType(String currentApprovalActionType) { this.currentApprovalActionType = currentApprovalActionType; }
+    public String getDisplayPublishStatus() { return displayPublishStatus; }
+    public void setDisplayPublishStatus(String displayPublishStatus) { this.displayPublishStatus = displayPublishStatus; }
+    public String getCreatedByName() { return createdByName; }
+    public void setCreatedByName(String createdByName) { this.createdByName = createdByName; }
+    public List<AgentToolBinding> getToolBindings() { return toolBindings; }
+    public void setToolBindings(List<AgentToolBinding> toolBindings) { this.toolBindings = toolBindings; }
+    public List<AgentKnowledgeBinding> getKnowledgeBindings() { return knowledgeBindings; }
+    public void setKnowledgeBindings(List<AgentKnowledgeBinding> knowledgeBindings) { this.knowledgeBindings = knowledgeBindings; }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/entity/AgentCategory.java

@@ -0,0 +1,48 @@
+package tech.easyflow.agent.entity;
+
+import com.mybatisflex.annotation.Column;
+import com.mybatisflex.annotation.Id;
+import com.mybatisflex.annotation.KeyType;
+import com.mybatisflex.annotation.Table;
+import tech.easyflow.common.entity.DateEntity;
+
+import java.io.Serializable;
+import java.math.BigInteger;
+import java.util.Date;
+
+/**
+ * Agent 分类实体。
+ */
+@Table("tb_agent_category")
+public class AgentCategory extends DateEntity implements Serializable {
+    @Id(keyType = KeyType.Generator, value = "snowFlakeId")
+    private BigInteger id;
+    @Column(tenantId = true)
+    private BigInteger tenantId;
+    private String categoryName;
+    private Integer sortNo;
+    private Integer status;
+    private Date created;
+    private BigInteger createdBy;
+    private Date modified;
+    private BigInteger modifiedBy;
+
+    public BigInteger getId() { return id; }
+    public void setId(BigInteger id) { this.id = id; }
+    public BigInteger getTenantId() { return tenantId; }
+    public void setTenantId(BigInteger tenantId) { this.tenantId = tenantId; }
+    public String getCategoryName() { return categoryName; }
+    public void setCategoryName(String categoryName) { this.categoryName = categoryName; }
+    public Integer getSortNo() { return sortNo; }
+    public void setSortNo(Integer sortNo) { this.sortNo = sortNo; }
+    public Integer getStatus() { return status; }
+    public void setStatus(Integer status) { this.status = status; }
+    @Override public Date getCreated() { return created; }
+    @Override public void setCreated(Date created) { this.created = created; }
+    public BigInteger getCreatedBy() { return createdBy; }
+    public void setCreatedBy(BigInteger createdBy) { this.createdBy = createdBy; }
+    @Override public Date getModified() { return modified; }
+    @Override public void setModified(Date modified) { this.modified = modified; }
+    public BigInteger getModifiedBy() { return modifiedBy; }
+    public void setModifiedBy(BigInteger modifiedBy) { this.modifiedBy = modifiedBy; }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/entity/AgentHitlPending.java

@@ -0,0 +1,89 @@
+package tech.easyflow.agent.entity;
+
+import com.mybatisflex.annotation.Column;
+import com.mybatisflex.annotation.Id;
+import com.mybatisflex.annotation.KeyType;
+import com.mybatisflex.annotation.Table;
+import com.mybatisflex.core.handler.FastjsonTypeHandler;
+import tech.easyflow.common.entity.DateEntity;
+
+import java.io.Serializable;
+import java.math.BigInteger;
+import java.util.Date;
+import java.util.LinkedHashMap;
+import java.util.Map;
+
+/**
+ * Agent 工具审批挂起态实体。
+ */
+@Table("tb_agent_hitl_pending")
+public class AgentHitlPending extends DateEntity implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    @Id(keyType = KeyType.Generator, value = "snowFlakeId")
+    private BigInteger id;
+    @Column(tenantId = true)
+    private BigInteger tenantId;
+    private BigInteger agentId;
+    private BigInteger chatSessionId;
+    private String runtimeSessionId;
+    private String requestId;
+    private String resumeToken;
+    private String toolCallId;
+    private String toolName;
+    @Column(typeHandler = FastjsonTypeHandler.class)
+    private Map<String, Object> toolInputJson = new LinkedHashMap<>();
+    private String status;
+    private String rejectReason;
+    private Date expiresAt;
+    private Date consumedAt;
+    @Column(typeHandler = FastjsonTypeHandler.class)
+    private Map<String, Object> metadataJson = new LinkedHashMap<>();
+    private Date created;
+    private BigInteger createdBy;
+    private Date modified;
+    private BigInteger modifiedBy;
+    private Integer isDeleted;
+
+    public BigInteger getId() { return id; }
+    public void setId(BigInteger id) { this.id = id; }
+    public BigInteger getTenantId() { return tenantId; }
+    public void setTenantId(BigInteger tenantId) { this.tenantId = tenantId; }
+    public BigInteger getAgentId() { return agentId; }
+    public void setAgentId(BigInteger agentId) { this.agentId = agentId; }
+    public BigInteger getChatSessionId() { return chatSessionId; }
+    public void setChatSessionId(BigInteger chatSessionId) { this.chatSessionId = chatSessionId; }
+    public String getRuntimeSessionId() { return runtimeSessionId; }
+    public void setRuntimeSessionId(String runtimeSessionId) { this.runtimeSessionId = runtimeSessionId; }
+    public String getRequestId() { return requestId; }
+    public void setRequestId(String requestId) { this.requestId = requestId; }
+    public String getResumeToken() { return resumeToken; }
+    public void setResumeToken(String resumeToken) { this.resumeToken = resumeToken; }
+    public String getToolCallId() { return toolCallId; }
+    public void setToolCallId(String toolCallId) { this.toolCallId = toolCallId; }
+    public String getToolName() { return toolName; }
+    public void setToolName(String toolName) { this.toolName = toolName; }
+    public Map<String, Object> getToolInputJson() { return toolInputJson; }
+    public void setToolInputJson(Map<String, Object> toolInputJson) { this.toolInputJson = toolInputJson == null ? new LinkedHashMap<>() : toolInputJson; }
+    public String getStatus() { return status; }
+    public void setStatus(String status) { this.status = status; }
+    public String getRejectReason() { return rejectReason; }
+    public void setRejectReason(String rejectReason) { this.rejectReason = rejectReason; }
+    public Date getExpiresAt() { return expiresAt; }
+    public void setExpiresAt(Date expiresAt) { this.expiresAt = expiresAt; }
+    public Date getConsumedAt() { return consumedAt; }
+    public void setConsumedAt(Date consumedAt) { this.consumedAt = consumedAt; }
+    public Map<String, Object> getMetadataJson() { return metadataJson; }
+    public void setMetadataJson(Map<String, Object> metadataJson) { this.metadataJson = metadataJson == null ? new LinkedHashMap<>() : metadataJson; }
+    @Override public Date getCreated() { return created; }
+    @Override public void setCreated(Date created) { this.created = created; }
+    public BigInteger getCreatedBy() { return createdBy; }
+    public void setCreatedBy(BigInteger createdBy) { this.createdBy = createdBy; }
+    @Override public Date getModified() { return modified; }
+    @Override public void setModified(Date modified) { this.modified = modified; }
+    public BigInteger getModifiedBy() { return modifiedBy; }
+    public void setModifiedBy(BigInteger modifiedBy) { this.modifiedBy = modifiedBy; }
+    public Integer getIsDeleted() { return isDeleted; }
+    public void setIsDeleted(Integer isDeleted) { this.isDeleted = isDeleted; }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/entity/AgentKnowledgeBinding.java

@@ -0,0 +1,72 @@
+package tech.easyflow.agent.entity;
+
+import com.mybatisflex.annotation.Column;
+import com.mybatisflex.annotation.Id;
+import com.mybatisflex.annotation.KeyType;
+import com.mybatisflex.annotation.Table;
+import com.mybatisflex.core.handler.FastjsonTypeHandler;
+import tech.easyflow.common.entity.DateEntity;
+
+import java.io.Serializable;
+import java.math.BigInteger;
+import java.util.Date;
+import java.util.LinkedHashMap;
+import java.util.Map;
+
+/**
+ * Agent 知识库绑定实体。
+ */
+@Table("tb_agent_knowledge_binding")
+public class AgentKnowledgeBinding extends DateEntity implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    @Id(keyType = KeyType.Generator, value = "snowFlakeId")
+    private BigInteger id;
+    @Column(tenantId = true)
+    private BigInteger tenantId;
+    private BigInteger agentId;
+    private BigInteger knowledgeId;
+    private String retrievalMode;
+    private Boolean enabled;
+    @Column(typeHandler = FastjsonTypeHandler.class)
+    private Map<String, Object> optionsJson = new LinkedHashMap<>();
+    @Column(ignore = true)
+    private Map<String, Object> resourceSnapshot = new LinkedHashMap<>();
+    @Column(ignore = true)
+    private Map<String, Object> resourceSummary = new LinkedHashMap<>();
+    private Integer sortNo;
+    private Date created;
+    private BigInteger createdBy;
+    private Date modified;
+    private BigInteger modifiedBy;
+
+    public BigInteger getId() { return id; }
+    public void setId(BigInteger id) { this.id = id; }
+    public BigInteger getTenantId() { return tenantId; }
+    public void setTenantId(BigInteger tenantId) { this.tenantId = tenantId; }
+    public BigInteger getAgentId() { return agentId; }
+    public void setAgentId(BigInteger agentId) { this.agentId = agentId; }
+    public BigInteger getKnowledgeId() { return knowledgeId; }
+    public void setKnowledgeId(BigInteger knowledgeId) { this.knowledgeId = knowledgeId; }
+    public String getRetrievalMode() { return retrievalMode; }
+    public void setRetrievalMode(String retrievalMode) { this.retrievalMode = retrievalMode; }
+    public Boolean getEnabled() { return enabled; }
+    public void setEnabled(Boolean enabled) { this.enabled = enabled; }
+    public Map<String, Object> getOptionsJson() { return optionsJson; }
+    public void setOptionsJson(Map<String, Object> optionsJson) { this.optionsJson = optionsJson == null ? new LinkedHashMap<>() : optionsJson; }
+    public Map<String, Object> getResourceSnapshot() { return resourceSnapshot; }
+    public void setResourceSnapshot(Map<String, Object> resourceSnapshot) { this.resourceSnapshot = resourceSnapshot == null ? new LinkedHashMap<>() : resourceSnapshot; }
+    public Map<String, Object> getResourceSummary() { return resourceSummary; }
+    public void setResourceSummary(Map<String, Object> resourceSummary) { this.resourceSummary = resourceSummary == null ? new LinkedHashMap<>() : resourceSummary; }
+    public Integer getSortNo() { return sortNo; }
+    public void setSortNo(Integer sortNo) { this.sortNo = sortNo; }
+    @Override public Date getCreated() { return created; }
+    @Override public void setCreated(Date created) { this.created = created; }
+    public BigInteger getCreatedBy() { return createdBy; }
+    public void setCreatedBy(BigInteger createdBy) { this.createdBy = createdBy; }
+    @Override public Date getModified() { return modified; }
+    @Override public void setModified(Date modified) { this.modified = modified; }
+    public BigInteger getModifiedBy() { return modifiedBy; }
+    public void setModifiedBy(BigInteger modifiedBy) { this.modifiedBy = modifiedBy; }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/entity/AgentRunEventRecord.java

@@ -0,0 +1,76 @@
+package tech.easyflow.agent.entity;
+
+import com.mybatisflex.annotation.Column;
+import com.mybatisflex.annotation.Id;
+import com.mybatisflex.annotation.KeyType;
+import com.mybatisflex.annotation.Table;
+import com.mybatisflex.core.handler.FastjsonTypeHandler;
+
+import java.io.Serializable;
+import java.math.BigInteger;
+import java.util.Date;
+import java.util.LinkedHashMap;
+import java.util.Map;
+
+/**
+ * Agent 运行事件摘要实体。
+ */
+@Table("tb_agent_run_event")
+public class AgentRunEventRecord implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    @Id(keyType = KeyType.Generator, value = "snowFlakeId")
+    private BigInteger id;
+    @Column(tenantId = true)
+    private BigInteger tenantId;
+    private BigInteger agentId;
+    private BigInteger chatSessionId;
+    private BigInteger roundId;
+    private Integer roundNo;
+    private Integer variantIndex;
+    private String requestId;
+    private String eventId;
+    private String eventType;
+    private String eventPhase;
+    private String toolCallId;
+    @Column(typeHandler = FastjsonTypeHandler.class)
+    private Map<String, Object> payloadJson = new LinkedHashMap<>();
+    @Column(typeHandler = FastjsonTypeHandler.class)
+    private Map<String, Object> metadataJson = new LinkedHashMap<>();
+    private Date created;
+    private BigInteger createdBy;
+
+    public BigInteger getId() { return id; }
+    public void setId(BigInteger id) { this.id = id; }
+    public BigInteger getTenantId() { return tenantId; }
+    public void setTenantId(BigInteger tenantId) { this.tenantId = tenantId; }
+    public BigInteger getAgentId() { return agentId; }
+    public void setAgentId(BigInteger agentId) { this.agentId = agentId; }
+    public BigInteger getChatSessionId() { return chatSessionId; }
+    public void setChatSessionId(BigInteger chatSessionId) { this.chatSessionId = chatSessionId; }
+    public BigInteger getRoundId() { return roundId; }
+    public void setRoundId(BigInteger roundId) { this.roundId = roundId; }
+    public Integer getRoundNo() { return roundNo; }
+    public void setRoundNo(Integer roundNo) { this.roundNo = roundNo; }
+    public Integer getVariantIndex() { return variantIndex; }
+    public void setVariantIndex(Integer variantIndex) { this.variantIndex = variantIndex; }
+    public String getRequestId() { return requestId; }
+    public void setRequestId(String requestId) { this.requestId = requestId; }
+    public String getEventId() { return eventId; }
+    public void setEventId(String eventId) { this.eventId = eventId; }
+    public String getEventType() { return eventType; }
+    public void setEventType(String eventType) { this.eventType = eventType; }
+    public String getEventPhase() { return eventPhase; }
+    public void setEventPhase(String eventPhase) { this.eventPhase = eventPhase; }
+    public String getToolCallId() { return toolCallId; }
+    public void setToolCallId(String toolCallId) { this.toolCallId = toolCallId; }
+    public Map<String, Object> getPayloadJson() { return payloadJson; }
+    public void setPayloadJson(Map<String, Object> payloadJson) { this.payloadJson = payloadJson == null ? new LinkedHashMap<>() : payloadJson; }
+    public Map<String, Object> getMetadataJson() { return metadataJson; }
+    public void setMetadataJson(Map<String, Object> metadataJson) { this.metadataJson = metadataJson == null ? new LinkedHashMap<>() : metadataJson; }
+    public Date getCreated() { return created; }
+    public void setCreated(Date created) { this.created = created; }
+    public BigInteger getCreatedBy() { return createdBy; }
+    public void setCreatedBy(BigInteger createdBy) { this.createdBy = createdBy; }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/entity/AgentSession.java

@@ -0,0 +1,76 @@
+package tech.easyflow.agent.entity;
+
+import com.mybatisflex.annotation.Column;
+import com.mybatisflex.annotation.Id;
+import com.mybatisflex.annotation.KeyType;
+import com.mybatisflex.annotation.Table;
+import com.mybatisflex.core.handler.FastjsonTypeHandler;
+import tech.easyflow.common.entity.DateEntity;
+
+import java.io.Serializable;
+import java.math.BigInteger;
+import java.util.Date;
+import java.util.LinkedHashMap;
+import java.util.Map;
+
+/**
+ * AgentScope 会话状态实体。
+ */
+@Table("tb_agent_session")
+public class AgentSession extends DateEntity implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    @Id(keyType = KeyType.Generator, value = "snowFlakeId")
+    private BigInteger id;
+    @Column(tenantId = true)
+    private BigInteger tenantId;
+    private BigInteger agentId;
+    private BigInteger chatSessionId;
+    private String runtimeSessionId;
+    private String sessionKey;
+    @Column(typeHandler = FastjsonTypeHandler.class)
+    private Map<String, Object> stateJson = new LinkedHashMap<>();
+    private Long version;
+    private Long cacheVersion;
+    private Date lastAccessAt;
+    private Date expiresAt;
+    private Date created;
+    private BigInteger createdBy;
+    private Date modified;
+    private BigInteger modifiedBy;
+    private Integer isDeleted;
+
+    public BigInteger getId() { return id; }
+    public void setId(BigInteger id) { this.id = id; }
+    public BigInteger getTenantId() { return tenantId; }
+    public void setTenantId(BigInteger tenantId) { this.tenantId = tenantId; }
+    public BigInteger getAgentId() { return agentId; }
+    public void setAgentId(BigInteger agentId) { this.agentId = agentId; }
+    public BigInteger getChatSessionId() { return chatSessionId; }
+    public void setChatSessionId(BigInteger chatSessionId) { this.chatSessionId = chatSessionId; }
+    public String getRuntimeSessionId() { return runtimeSessionId; }
+    public void setRuntimeSessionId(String runtimeSessionId) { this.runtimeSessionId = runtimeSessionId; }
+    public String getSessionKey() { return sessionKey; }
+    public void setSessionKey(String sessionKey) { this.sessionKey = sessionKey; }
+    public Map<String, Object> getStateJson() { return stateJson; }
+    public void setStateJson(Map<String, Object> stateJson) { this.stateJson = stateJson == null ? new LinkedHashMap<>() : stateJson; }
+    public Long getVersion() { return version; }
+    public void setVersion(Long version) { this.version = version; }
+    public Long getCacheVersion() { return cacheVersion; }
+    public void setCacheVersion(Long cacheVersion) { this.cacheVersion = cacheVersion; }
+    public Date getLastAccessAt() { return lastAccessAt; }
+    public void setLastAccessAt(Date lastAccessAt) { this.lastAccessAt = lastAccessAt; }
+    public Date getExpiresAt() { return expiresAt; }
+    public void setExpiresAt(Date expiresAt) { this.expiresAt = expiresAt; }
+    @Override public Date getCreated() { return created; }
+    @Override public void setCreated(Date created) { this.created = created; }
+    public BigInteger getCreatedBy() { return createdBy; }
+    public void setCreatedBy(BigInteger createdBy) { this.createdBy = createdBy; }
+    @Override public Date getModified() { return modified; }
+    @Override public void setModified(Date modified) { this.modified = modified; }
+    public BigInteger getModifiedBy() { return modifiedBy; }
+    public void setModifiedBy(BigInteger modifiedBy) { this.modifiedBy = modifiedBy; }
+    public Integer getIsDeleted() { return isDeleted; }
+    public void setIsDeleted(Integer isDeleted) { this.isDeleted = isDeleted; }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/entity/AgentToolBinding.java

@@ -0,0 +1,82 @@
+package tech.easyflow.agent.entity;
+
+import com.mybatisflex.annotation.Column;
+import com.mybatisflex.annotation.Id;
+import com.mybatisflex.annotation.KeyType;
+import com.mybatisflex.annotation.Table;
+import com.mybatisflex.core.handler.FastjsonTypeHandler;
+import tech.easyflow.common.entity.DateEntity;
+
+import java.io.Serializable;
+import java.math.BigInteger;
+import java.util.Date;
+import java.util.LinkedHashMap;
+import java.util.Map;
+
+/**
+ * Agent 工具绑定实体。
+ */
+@Table("tb_agent_tool_binding")
+public class AgentToolBinding extends DateEntity implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    @Id(keyType = KeyType.Generator, value = "snowFlakeId")
+    private BigInteger id;
+    @Column(tenantId = true)
+    private BigInteger tenantId;
+    private BigInteger agentId;
+    private String toolType;
+    private BigInteger targetId;
+    private String toolName;
+    private Boolean enabled;
+    private Boolean hitlEnabled;
+    @Column(typeHandler = FastjsonTypeHandler.class)
+    private Map<String, Object> hitlConfigJson = new LinkedHashMap<>();
+    @Column(typeHandler = FastjsonTypeHandler.class)
+    private Map<String, Object> optionsJson = new LinkedHashMap<>();
+    @Column(ignore = true)
+    private Map<String, Object> resourceSnapshot = new LinkedHashMap<>();
+    @Column(ignore = true)
+    private Map<String, Object> resourceSummary = new LinkedHashMap<>();
+    private Integer sortNo;
+    private Date created;
+    private BigInteger createdBy;
+    private Date modified;
+    private BigInteger modifiedBy;
+
+    public BigInteger getId() { return id; }
+    public void setId(BigInteger id) { this.id = id; }
+    public BigInteger getTenantId() { return tenantId; }
+    public void setTenantId(BigInteger tenantId) { this.tenantId = tenantId; }
+    public BigInteger getAgentId() { return agentId; }
+    public void setAgentId(BigInteger agentId) { this.agentId = agentId; }
+    public String getToolType() { return toolType; }
+    public void setToolType(String toolType) { this.toolType = toolType; }
+    public BigInteger getTargetId() { return targetId; }
+    public void setTargetId(BigInteger targetId) { this.targetId = targetId; }
+    public String getToolName() { return toolName; }
+    public void setToolName(String toolName) { this.toolName = toolName; }
+    public Boolean getEnabled() { return enabled; }
+    public void setEnabled(Boolean enabled) { this.enabled = enabled; }
+    public Boolean getHitlEnabled() { return hitlEnabled; }
+    public void setHitlEnabled(Boolean hitlEnabled) { this.hitlEnabled = hitlEnabled; }
+    public Map<String, Object> getHitlConfigJson() { return hitlConfigJson; }
+    public void setHitlConfigJson(Map<String, Object> hitlConfigJson) { this.hitlConfigJson = hitlConfigJson == null ? new LinkedHashMap<>() : hitlConfigJson; }
+    public Map<String, Object> getOptionsJson() { return optionsJson; }
+    public void setOptionsJson(Map<String, Object> optionsJson) { this.optionsJson = optionsJson == null ? new LinkedHashMap<>() : optionsJson; }
+    public Map<String, Object> getResourceSnapshot() { return resourceSnapshot; }
+    public void setResourceSnapshot(Map<String, Object> resourceSnapshot) { this.resourceSnapshot = resourceSnapshot == null ? new LinkedHashMap<>() : resourceSnapshot; }
+    public Map<String, Object> getResourceSummary() { return resourceSummary; }
+    public void setResourceSummary(Map<String, Object> resourceSummary) { this.resourceSummary = resourceSummary == null ? new LinkedHashMap<>() : resourceSummary; }
+    public Integer getSortNo() { return sortNo; }
+    public void setSortNo(Integer sortNo) { this.sortNo = sortNo; }
+    @Override public Date getCreated() { return created; }
+    @Override public void setCreated(Date created) { this.created = created; }
+    public BigInteger getCreatedBy() { return createdBy; }
+    public void setCreatedBy(BigInteger createdBy) { this.createdBy = createdBy; }
+    @Override public Date getModified() { return modified; }
+    @Override public void setModified(Date modified) { this.modified = modified; }
+    public BigInteger getModifiedBy() { return modifiedBy; }
+    public void setModifiedBy(BigInteger modifiedBy) { this.modifiedBy = modifiedBy; }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/enums/AgentToolType.java

@@ -0,0 +1,26 @@
+package tech.easyflow.agent.enums;
+
+import java.util.Locale;
+
+/**
+ * Agent 工具绑定类型。
+ */
+public enum AgentToolType {
+
+    WORKFLOW,
+    PLUGIN,
+    MCP;
+
+    /**
+     * 解析工具类型。
+     *
+     * @param value 类型值
+     * @return 工具类型
+     */
+    public static AgentToolType from(String value) {
+        if (value == null || value.isBlank()) {
+            throw new IllegalArgumentException("toolType 不能为空");
+        }
+        return AgentToolType.valueOf(value.trim().toUpperCase(Locale.ROOT));
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/mapper/AgentCategoryMapper.java

@@ -0,0 +1,10 @@
+package tech.easyflow.agent.mapper;
+
+import com.mybatisflex.core.BaseMapper;
+import tech.easyflow.agent.entity.AgentCategory;
+
+/**
+ * Agent 分类 Mapper。
+ */
+public interface AgentCategoryMapper extends BaseMapper<AgentCategory> {
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/mapper/AgentHitlPendingMapper.java

@@ -0,0 +1,10 @@
+package tech.easyflow.agent.mapper;
+
+import com.mybatisflex.core.BaseMapper;
+import tech.easyflow.agent.entity.AgentHitlPending;
+
+/**
+ * Agent 工具审批挂起态 Mapper。
+ */
+public interface AgentHitlPendingMapper extends BaseMapper<AgentHitlPending> {
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/mapper/AgentKnowledgeBindingMapper.java

@@ -0,0 +1,10 @@
+package tech.easyflow.agent.mapper;
+
+import com.mybatisflex.core.BaseMapper;
+import tech.easyflow.agent.entity.AgentKnowledgeBinding;
+
+/**
+ * Agent 知识库绑定 Mapper。
+ */
+public interface AgentKnowledgeBindingMapper extends BaseMapper<AgentKnowledgeBinding> {
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/mapper/AgentMapper.java

@@ -0,0 +1,10 @@
+package tech.easyflow.agent.mapper;
+
+import com.mybatisflex.core.BaseMapper;
+import tech.easyflow.agent.entity.Agent;
+
+/**
+ * Agent Mapper。
+ */
+public interface AgentMapper extends BaseMapper<Agent> {
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/mapper/AgentRunEventRecordMapper.java

@@ -0,0 +1,10 @@
+package tech.easyflow.agent.mapper;
+
+import com.mybatisflex.core.BaseMapper;
+import tech.easyflow.agent.entity.AgentRunEventRecord;
+
+/**
+ * Agent 运行事件摘要 Mapper。
+ */
+public interface AgentRunEventRecordMapper extends BaseMapper<AgentRunEventRecord> {
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/mapper/AgentSessionMapper.java

@@ -0,0 +1,10 @@
+package tech.easyflow.agent.mapper;
+
+import com.mybatisflex.core.BaseMapper;
+import tech.easyflow.agent.entity.AgentSession;
+
+/**
+ * AgentScope 会话状态 Mapper。
+ */
+public interface AgentSessionMapper extends BaseMapper<AgentSession> {
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/mapper/AgentToolBindingMapper.java

@@ -0,0 +1,10 @@
+package tech.easyflow.agent.mapper;
+
+import com.mybatisflex.core.BaseMapper;
+import tech.easyflow.agent.entity.AgentToolBinding;
+
+/**
+ * Agent 工具绑定 Mapper。
+ */
+public interface AgentToolBindingMapper extends BaseMapper<AgentToolBinding> {
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/publish/AgentApprovalSubjectHandler.java

@@ -0,0 +1,168 @@
+package tech.easyflow.agent.publish;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.mybatisflex.core.query.QueryWrapper;
+import org.springframework.stereotype.Component;
+import tech.easyflow.agent.entity.Agent;
+import tech.easyflow.agent.entity.AgentKnowledgeBinding;
+import tech.easyflow.agent.entity.AgentToolBinding;
+import tech.easyflow.agent.service.AgentKnowledgeBindingService;
+import tech.easyflow.agent.service.AgentService;
+import tech.easyflow.agent.service.AgentToolBindingService;
+import tech.easyflow.ai.enums.PublishStatus;
+import tech.easyflow.ai.publish.AbstractAiResourceLifecycleHandler;
+import tech.easyflow.approval.enums.ApprovalResourceType;
+import tech.easyflow.approval.service.ApprovalInstanceService;
+import tech.easyflow.common.web.exceptions.BusinessException;
+import tech.easyflow.system.enums.CategoryResourceType;
+import tech.easyflow.system.enums.ResourceAction;
+import tech.easyflow.system.service.ResourceAccessService;
+
+import java.math.BigInteger;
+import java.util.Date;
+import java.util.Map;
+
+/**
+ * Agent 审批资源处理器。
+ */
+@Component
+public class AgentApprovalSubjectHandler extends AbstractAiResourceLifecycleHandler<Agent> {
+
+    private final AgentService agentService;
+    private final AgentToolBindingService agentToolBindingService;
+    private final AgentKnowledgeBindingService agentKnowledgeBindingService;
+    private final ResourceAccessService resourceAccessService;
+
+    /**
+     * 创建 Agent 审批资源处理器。
+     *
+     * @param approvalInstanceService 审批实例服务
+     * @param objectMapper JSON 映射器
+     * @param agentService Agent 服务
+     * @param agentToolBindingService Agent 工具绑定服务
+     * @param agentKnowledgeBindingService Agent 知识库绑定服务
+     * @param resourceAccessService 资源访问服务
+     */
+    public AgentApprovalSubjectHandler(ApprovalInstanceService approvalInstanceService,
+                                       ObjectMapper objectMapper,
+                                       AgentService agentService,
+                                       AgentToolBindingService agentToolBindingService,
+                                       AgentKnowledgeBindingService agentKnowledgeBindingService,
+                                       ResourceAccessService resourceAccessService) {
+        super(approvalInstanceService, objectMapper);
+        this.agentService = agentService;
+        this.agentToolBindingService = agentToolBindingService;
+        this.agentKnowledgeBindingService = agentKnowledgeBindingService;
+        this.resourceAccessService = resourceAccessService;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public String resourceType() {
+        return ApprovalResourceType.AGENT.getCode();
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public void assertPublishedAccess(Object identifier, String denyMessage) {
+        Agent agent = agentService.getById(String.valueOf(identifier));
+        if (agent == null || !PublishStatus.from(agent.getPublishStatus()).isExternallyVisible()
+                || agent.getPublishedSnapshotJson() == null || agent.getPublishedSnapshotJson().isEmpty()) {
+            throw new BusinessException(denyMessage);
+        }
+    }
+
+    @Override
+    protected Agent requireResource(BigInteger resourceId) {
+        Agent agent = agentService.getById(resourceId);
+        if (agent == null) {
+            throw new BusinessException("Agent 不存在");
+        }
+        return agent;
+    }
+
+    @Override
+    protected void assertManagePermission(Agent resource) {
+        resourceAccessService.assertAccess(CategoryResourceType.AGENT, resource, ResourceAction.MANAGE, "无权限管理该 Agent");
+    }
+
+    @Override
+    protected BigInteger getCategoryId(Agent resource) {
+        return resource.getCategoryId();
+    }
+
+    @Override
+    protected BigInteger getDeptId(Agent resource) {
+        return resource.getDeptId();
+    }
+
+    @Override
+    protected String getTitle(Agent resource) {
+        return resource.getName();
+    }
+
+    @Override
+    protected PublishStatus getCurrentStatus(Agent resource) {
+        return PublishStatus.from(resource.getPublishStatus());
+    }
+
+    @Override
+    protected Map<String, Object> getPublishedSnapshot(Agent resource) {
+        return resource.getPublishedSnapshotJson();
+    }
+
+    @Override
+    protected Map<String, Object> buildResourceSnapshot(Agent resource) {
+        return agentService.buildPublishSnapshot(resource);
+    }
+
+    @Override
+    protected void persistResourceState(BigInteger resourceId, PublishStatus publishStatus, BigInteger currentApprovalInstanceId) {
+        Agent agent = new Agent();
+        agent.setId(resourceId);
+        agent.setPublishStatus(publishStatus.getCode());
+        agent.setCurrentApprovalInstanceId(currentApprovalInstanceId);
+        agentService.updateById(agent);
+    }
+
+    @Override
+    protected void publishResource(BigInteger resourceId, Map<String, Object> resourceSnapshot, BigInteger operatorId) {
+        Agent agent = new Agent();
+        agent.setId(resourceId);
+        agent.setPublishStatus(PublishStatus.PUBLISHED.getCode());
+        agent.setPublishedSnapshotJson(resourceSnapshot);
+        agent.setPublishedAt(new Date());
+        agent.setPublishedBy(operatorId);
+        agent.setCurrentApprovalInstanceId(null);
+        agentService.updateById(agent);
+    }
+
+    @Override
+    protected void markResourceOffline(BigInteger resourceId) {
+        Agent agent = new Agent();
+        agent.setId(resourceId);
+        agent.setPublishStatus(PublishStatus.OFFLINE.getCode());
+        agent.setCurrentApprovalInstanceId(null);
+        agentService.updateById(agent);
+    }
+
+    @Override
+    protected void removeResource(BigInteger resourceId) {
+        agentService.removeById(resourceId);
+    }
+
+    @Override
+    protected void beforeRemove(BigInteger resourceId) {
+        agentToolBindingService.remove(QueryWrapper.create().eq(AgentToolBinding::getAgentId, resourceId));
+        agentKnowledgeBindingService.remove(QueryWrapper.create().eq(AgentKnowledgeBinding::getAgentId, resourceId));
+    }
+
+    @Override
+    protected String resourceLabel() {
+        return "Agent";
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/publish/AgentPublishAppService.java

@@ -0,0 +1,71 @@
+package tech.easyflow.agent.publish;
+
+import org.springframework.stereotype.Service;
+import tech.easyflow.ai.publish.AiResourceLifecycleService;
+import tech.easyflow.approval.entity.vo.ApprovalActionResult;
+import tech.easyflow.approval.enums.ApprovalActionType;
+import tech.easyflow.approval.enums.ApprovalResourceType;
+import tech.easyflow.common.satoken.util.SaTokenUtil;
+import tech.easyflow.common.web.exceptions.BusinessException;
+
+import java.math.BigInteger;
+
+/**
+ * Agent 发布生命周期应用服务。
+ */
+@Service
+public class AgentPublishAppService {
+
+    private final AiResourceLifecycleService aiResourceLifecycleService;
+
+    /**
+     * 创建 Agent 发布应用服务。
+     *
+     * @param aiResourceLifecycleService AI 资源生命周期服务
+     */
+    public AgentPublishAppService(AiResourceLifecycleService aiResourceLifecycleService) {
+        this.aiResourceLifecycleService = aiResourceLifecycleService;
+    }
+
+    /**
+     * 提交 Agent 发布审批。
+     *
+     * @param id Agent ID
+     * @return 审批动作结果
+     */
+    public ApprovalActionResult submitPublishApproval(BigInteger id) {
+        return submit(id, ApprovalActionType.PUBLISH);
+    }
+
+    /**
+     * 提交 Agent 下线审批。
+     *
+     * @param id Agent ID
+     * @return 审批动作结果
+     */
+    public ApprovalActionResult submitOfflineApproval(BigInteger id) {
+        return submit(id, ApprovalActionType.OFFLINE);
+    }
+
+    /**
+     * 提交 Agent 删除审批。
+     *
+     * @param id Agent ID
+     * @return 审批动作结果
+     */
+    public ApprovalActionResult submitDeleteApproval(BigInteger id) {
+        return submit(id, ApprovalActionType.DELETE);
+    }
+
+    private ApprovalActionResult submit(BigInteger id, ApprovalActionType actionType) {
+        if (id == null) {
+            throw new BusinessException("Agent 审批时资源ID不能为空");
+        }
+        return aiResourceLifecycleService.submitAction(
+                ApprovalResourceType.AGENT.getCode(),
+                id,
+                actionType.getCode(),
+                SaTokenUtil.getLoginAccount().getId()
+        );
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/AgentChatCapability.java

@@ -0,0 +1,53 @@
+package tech.easyflow.agent.runtime;
+
+import java.io.Serializable;
+import java.math.BigInteger;
+import java.util.ArrayList;
+import java.util.List;
+
+/**
+ * Agent 聊天临时能力请求项。
+ */
+public class AgentChatCapability implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    private String type;
+    private List<BigInteger> resourceIds = new ArrayList<>();
+
+    /**
+     * 获取能力类型。
+     *
+     * @return 能力类型
+     */
+    public String getType() {
+        return type;
+    }
+
+    /**
+     * 设置能力类型。
+     *
+     * @param type 能力类型
+     */
+    public void setType(String type) {
+        this.type = type;
+    }
+
+    /**
+     * 获取资源 ID 列表。
+     *
+     * @return 资源 ID 列表
+     */
+    public List<BigInteger> getResourceIds() {
+        return resourceIds;
+    }
+
+    /**
+     * 设置资源 ID 列表。
+     *
+     * @param resourceIds 资源 ID 列表
+     */
+    public void setResourceIds(List<BigInteger> resourceIds) {
+        this.resourceIds = resourceIds == null ? new ArrayList<>() : new ArrayList<>(resourceIds);
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/AgentChatCapabilityService.java

@@ -0,0 +1,171 @@
+package tech.easyflow.agent.runtime;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import org.springframework.stereotype.Service;
+import tech.easyflow.agent.entity.Agent;
+import tech.easyflow.agent.entity.AgentKnowledgeBinding;
+import tech.easyflow.ai.entity.DocumentCollection;
+import tech.easyflow.ai.enums.PublishStatus;
+import tech.easyflow.ai.service.DocumentCollectionService;
+import tech.easyflow.common.entity.LoginAccount;
+import tech.easyflow.common.web.exceptions.BusinessException;
+import tech.easyflow.system.enums.CategoryResourceType;
+import tech.easyflow.system.enums.ResourceAction;
+import tech.easyflow.system.service.ResourceAccessService;
+
+import java.math.BigInteger;
+import java.util.*;
+
+/**
+ * Agent 聊天临时能力编排服务。
+ */
+@Service
+public class AgentChatCapabilityService {
+
+    private static final String KNOWLEDGE_CAPABILITY_TYPE = "KNOWLEDGE";
+    private static final String DEFAULT_RETRIEVAL_MODE = "HYBRID";
+    private static final int MAX_EXTRA_KNOWLEDGE_COUNT = 3;
+
+    private final DocumentCollectionService documentCollectionService;
+    private final ResourceAccessService resourceAccessService;
+    private final ObjectMapper objectMapper;
+
+    /**
+     * 创建 Agent 聊天临时能力编排服务。
+     *
+     * @param documentCollectionService 知识库服务
+     * @param resourceAccessService 资源访问服务
+     * @param objectMapper 对象复制工具
+     */
+    public AgentChatCapabilityService(DocumentCollectionService documentCollectionService,
+                                      ResourceAccessService resourceAccessService,
+                                      ObjectMapper objectMapper) {
+        this.documentCollectionService = documentCollectionService;
+        this.resourceAccessService = resourceAccessService;
+        this.objectMapper = objectMapper;
+    }
+
+    /**
+     * 将临时聊天能力合并到运行时 Agent 定义中。
+     *
+     * @param agent 已发布 Agent 运行视图
+     * @param capabilities 临时能力请求
+     * @param account 当前登录账号
+     * @return 能力解析结果
+     */
+    public AgentChatCapabilityResolution apply(Agent agent,
+                                               List<AgentChatCapability> capabilities,
+                                               LoginAccount account) {
+        List<BigInteger> extraKnowledgeIds = resolveKnowledgeIds(capabilities);
+        boolean knowledgeCapabilityProvided = hasKnowledgeCapability(capabilities);
+        if (agent == null || extraKnowledgeIds.isEmpty()) {
+            return new AgentChatCapabilityResolution(agent, extraKnowledgeIds, knowledgeCapabilityProvided);
+        }
+        Agent runtimeAgent = objectMapper.convertValue(agent, Agent.class);
+        List<AgentKnowledgeBinding> mergedBindings = new ArrayList<>();
+        Set<BigInteger> existingKnowledgeIds = new LinkedHashSet<>();
+        if (runtimeAgent.getKnowledgeBindings() != null) {
+            for (AgentKnowledgeBinding binding : runtimeAgent.getKnowledgeBindings()) {
+                if (binding == null) {
+                    continue;
+                }
+                mergedBindings.add(binding);
+                if (Boolean.TRUE.equals(binding.getEnabled()) && binding.getKnowledgeId() != null) {
+                    existingKnowledgeIds.add(binding.getKnowledgeId());
+                }
+            }
+        }
+        int sortNo = mergedBindings.size();
+        for (BigInteger knowledgeId : extraKnowledgeIds) {
+            if (existingKnowledgeIds.contains(knowledgeId)) {
+                continue;
+            }
+            DocumentCollection knowledge = documentCollectionService.getById(knowledgeId);
+            validateKnowledge(knowledge);
+            resourceAccessService.assertAccess(
+                    CategoryResourceType.KNOWLEDGE,
+                    knowledge,
+                    ResourceAction.USE,
+                    "无权限使用所选知识库"
+            );
+            AgentKnowledgeBinding binding = new AgentKnowledgeBinding();
+            binding.setTenantId(account == null ? runtimeAgent.getTenantId() : account.getTenantId());
+            binding.setAgentId(runtimeAgent.getId());
+            binding.setKnowledgeId(knowledgeId);
+            binding.setRetrievalMode(DEFAULT_RETRIEVAL_MODE);
+            binding.setEnabled(true);
+            binding.setSortNo(sortNo++);
+            mergedBindings.add(binding);
+            existingKnowledgeIds.add(knowledgeId);
+        }
+        runtimeAgent.setKnowledgeBindings(mergedBindings);
+        return new AgentChatCapabilityResolution(runtimeAgent, extraKnowledgeIds, knowledgeCapabilityProvided);
+    }
+
+    /**
+     * 从能力列表提取知识库 ID。
+     *
+     * @param capabilities 临时能力列表
+     * @return 已去重知识库 ID
+     */
+    public List<BigInteger> resolveKnowledgeIds(List<AgentChatCapability> capabilities) {
+        if (capabilities == null || capabilities.isEmpty()) {
+            return List.of();
+        }
+        LinkedHashSet<BigInteger> ids = new LinkedHashSet<>();
+        for (AgentChatCapability capability : capabilities) {
+            if (capability == null || !isKnowledgeCapability(capability.getType())) {
+                continue;
+            }
+            if (capability.getResourceIds() == null) {
+                continue;
+            }
+            for (BigInteger resourceId : capability.getResourceIds()) {
+                if (resourceId != null) {
+                    ids.add(resourceId);
+                }
+            }
+        }
+        if (ids.size() > MAX_EXTRA_KNOWLEDGE_COUNT) {
+            throw new BusinessException("临时知识库最多选择 3 个");
+        }
+        return new ArrayList<>(ids);
+    }
+
+    private boolean isKnowledgeCapability(String type) {
+        return Objects.equals(KNOWLEDGE_CAPABILITY_TYPE, type == null ? null : type.trim().toUpperCase());
+    }
+
+    private boolean hasKnowledgeCapability(List<AgentChatCapability> capabilities) {
+        if (capabilities == null || capabilities.isEmpty()) {
+            return false;
+        }
+        for (AgentChatCapability capability : capabilities) {
+            if (capability != null && isKnowledgeCapability(capability.getType())) {
+                return true;
+            }
+        }
+        return false;
+    }
+
+    private void validateKnowledge(DocumentCollection knowledge) {
+        if (knowledge == null) {
+            throw new BusinessException("所选知识库不存在");
+        }
+        if (PublishStatus.from(knowledge.getPublishStatus()) != PublishStatus.PUBLISHED) {
+            throw new BusinessException("所选知识库未发布，无法用于聊天");
+        }
+    }
+
+    /**
+     * Agent 聊天临时能力解析结果。
+     *
+     * @param agent 合并临时能力后的运行时 Agent
+     * @param extraKnowledgeIds 本次选择的临时知识库 ID
+     * @param knowledgeCapabilityProvided 请求是否显式传入知识库能力
+     */
+    public record AgentChatCapabilityResolution(Agent agent,
+                                                List<BigInteger> extraKnowledgeIds,
+                                                boolean knowledgeCapabilityProvided) {
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/AgentChatRequest.java

@@ -0,0 +1,76 @@
+package tech.easyflow.agent.runtime;
+
+import java.math.BigInteger;
+import java.util.ArrayList;
+import java.util.List;
+
+/**
+ * Agent 管理端运行请求。
+ */
+public class AgentChatRequest {
+
+    private BigInteger agentId;
+    private BigInteger sessionId;
+    private String prompt;
+    private List<AgentChatCapability> capabilities = new ArrayList<>();
+
+    /**
+     * 获取 Agent ID。
+     *
+     * @return Agent ID
+     */
+    public BigInteger getAgentId() { return agentId; }
+
+    /**
+     * 设置 Agent ID。
+     *
+     * @param agentId Agent ID
+     */
+    public void setAgentId(BigInteger agentId) { this.agentId = agentId; }
+
+    /**
+     * 获取会话 ID。
+     *
+     * @return 会话 ID
+     */
+    public BigInteger getSessionId() { return sessionId; }
+
+    /**
+     * 设置会话 ID。
+     *
+     * @param sessionId 会话 ID
+     */
+    public void setSessionId(BigInteger sessionId) { this.sessionId = sessionId; }
+
+    /**
+     * 获取用户纯文本输入。
+     *
+     * @return 用户输入
+     */
+    public String getPrompt() { return prompt; }
+
+    /**
+     * 设置用户纯文本输入。
+     *
+     * @param prompt 用户输入
+     */
+    public void setPrompt(String prompt) { this.prompt = prompt; }
+
+    /**
+     * 获取本次聊天启用的临时能力。
+     *
+     * @return 临时能力列表
+     */
+    public List<AgentChatCapability> getCapabilities() {
+        return capabilities;
+    }
+
+    /**
+     * 设置本次聊天启用的临时能力。
+     *
+     * @param capabilities 临时能力列表
+     */
+    public void setCapabilities(List<AgentChatCapability> capabilities) {
+        this.capabilities = capabilities == null ? new ArrayList<>() : new ArrayList<>(capabilities);
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/AgentDraftChatRequest.java

@@ -0,0 +1,109 @@
+package tech.easyflow.agent.runtime;
+
+import tech.easyflow.agent.entity.Agent;
+import tech.easyflow.agent.entity.AgentKnowledgeBinding;
+import tech.easyflow.agent.entity.AgentToolBinding;
+
+import java.util.List;
+
+/**
+ * Agent 草稿态纯文本试用请求。
+ */
+public class AgentDraftChatRequest {
+
+    private Agent agent;
+    private List<AgentToolBinding> toolBindings;
+    private List<AgentKnowledgeBinding> knowledgeBindings;
+    private String sessionId;
+    private String prompt;
+
+    /**
+     * 获取 Agent 草稿快照。
+     *
+     * @return Agent 草稿快照
+     */
+    public Agent getAgent() {
+        return agent;
+    }
+
+    /**
+     * 设置 Agent 草稿快照。
+     *
+     * @param agent Agent 草稿快照
+     */
+    public void setAgent(Agent agent) {
+        this.agent = agent;
+    }
+
+    /**
+     * 获取工具绑定快照。
+     *
+     * @return 工具绑定快照
+     */
+    public List<AgentToolBinding> getToolBindings() {
+        return toolBindings;
+    }
+
+    /**
+     * 设置工具绑定快照。
+     *
+     * @param toolBindings 工具绑定快照
+     */
+    public void setToolBindings(List<AgentToolBinding> toolBindings) {
+        this.toolBindings = toolBindings;
+    }
+
+    /**
+     * 获取知识库绑定快照。
+     *
+     * @return 知识库绑定快照
+     */
+    public List<AgentKnowledgeBinding> getKnowledgeBindings() {
+        return knowledgeBindings;
+    }
+
+    /**
+     * 设置知识库绑定快照。
+     *
+     * @param knowledgeBindings 知识库绑定快照
+     */
+    public void setKnowledgeBindings(List<AgentKnowledgeBinding> knowledgeBindings) {
+        this.knowledgeBindings = knowledgeBindings;
+    }
+
+    /**
+     * 获取草稿试运行会话 ID。
+     *
+     * @return 会话 ID
+     */
+    public String getSessionId() {
+        return sessionId;
+    }
+
+    /**
+     * 设置草稿试运行会话 ID。
+     *
+     * @param sessionId 会话 ID
+     */
+    public void setSessionId(String sessionId) {
+        this.sessionId = sessionId;
+    }
+
+    /**
+     * 获取用户纯文本输入。
+     *
+     * @return 用户输入
+     */
+    public String getPrompt() {
+        return prompt;
+    }
+
+    /**
+     * 设置用户纯文本输入。
+     *
+     * @param prompt 用户输入
+     */
+    public void setPrompt(String prompt) {
+        this.prompt = prompt;
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/AgentRunRegistry.java

@@ -0,0 +1,564 @@
+package tech.easyflow.agent.runtime;
+
+import com.easyagents.agent.runtime.AgentResumeRequest;
+import com.easyagents.agent.runtime.AgentRuntime;
+import com.easyagents.agent.runtime.event.AgentRuntimeEvent;
+import com.easyagents.agent.runtime.hitl.AgentResumeToken;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.stereotype.Component;
+import reactor.core.Disposable;
+import tech.easyflow.agent.distributed.AgentRuntimeRouteRegistry;
+import tech.easyflow.agent.runtime.lock.AgentRunLock;
+import tech.easyflow.common.web.exceptions.BusinessException;
+import tech.easyflow.core.chat.protocol.sse.ChatSseEmitter;
+import tech.easyflow.core.runtime.ChatAssistantAccumulator;
+import tech.easyflow.core.runtime.ChatRuntimeContext;
+
+import java.util.Map;
+import java.util.Set;
+import java.util.concurrent.ConcurrentHashMap;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.concurrent.atomic.AtomicReference;
+import java.util.function.Consumer;
+
+/**
+ * Agent 运行态注册表。
+ */
+@Component
+public class AgentRunRegistry {
+
+    private static final Logger LOG = LoggerFactory.getLogger(AgentRunRegistry.class);
+
+    private final Map<String, AgentRunContext> runs = new ConcurrentHashMap<>();
+    private final Map<String, String> sessionRuns = new ConcurrentHashMap<>();
+    private final Map<String, String> resumeTokenIndex = new ConcurrentHashMap<>();
+    private final Map<String, Set<String>> requestTokens = new ConcurrentHashMap<>();
+    private final Map<String, RunOwner> owners = new ConcurrentHashMap<>();
+    private AgentRuntimeRouteRegistry routeRegistry;
+
+    /**
+     * 设置 Agent 运行态 Redis 路由注册表。
+     *
+     * @param routeRegistry Redis 路由注册表
+     */
+    @Autowired(required = false)
+    public void setRouteRegistry(AgentRuntimeRouteRegistry routeRegistry) {
+        this.routeRegistry = routeRegistry;
+    }
+
+    /**
+     * 注册运行态。
+     *
+     * @param context 运行态上下文
+     */
+    public void register(AgentRunContext context) {
+        if (context == null || context.requestId() == null || context.requestId().isBlank()) {
+            throw new BusinessException("Agent 运行请求 ID 不能为空");
+        }
+        if (context.sessionId() == null || context.sessionId().isBlank()) {
+            throw new BusinessException("Agent 会话 ID 不能为空");
+        }
+        String existingRequestId = sessionRuns.putIfAbsent(context.sessionId(), context.requestId());
+        if (existingRequestId != null && !existingRequestId.equals(context.requestId())) {
+            throw new BusinessException("当前 Agent 会话已有运行中的请求，请稍后再试");
+        }
+        AgentRunContext existing = runs.putIfAbsent(context.requestId(), context);
+        if (existing != null) {
+            sessionRuns.remove(context.sessionId(), context.requestId());
+            throw new BusinessException("当前 Agent 运行请求已存在");
+        }
+        owners.put(context.requestId(), context.owner());
+        if (routeRegistry != null) {
+            routeRegistry.registerRun(context.requestId());
+        }
+    }
+
+    /**
+     * 绑定运行订阅。
+     *
+     * @param requestId 请求 ID
+     * @param subscription Reactor 订阅
+     */
+    public void bindSubscription(String requestId, Disposable subscription) {
+        AgentRunContext context = runs.get(requestId);
+        if (context != null) {
+            context.setSubscription(subscription);
+        }
+    }
+
+    /**
+     * 获取运行态。
+     *
+     * @param requestId 请求 ID
+     * @return 运行态
+     */
+    public AgentRunContext get(String requestId) {
+        return requestId == null ? null : runs.get(requestId);
+    }
+
+    /**
+     * 取消并移除指定会话当前活跃运行。
+     *
+     * <p>草稿试运行清理会删除 AgentScope session。若同一会话仍有 SSE 运行中，
+     * 必须先取消 runtime 订阅并关闭 SSE，避免旧运行继续向已清空的会话写入状态。</p>
+     *
+     * @param sessionId 会话 ID
+     */
+    public void cancelSession(String sessionId) {
+        cancelSession(sessionId, null);
+    }
+
+    /**
+     * 取消并移除指定会话当前活跃运行。
+     *
+     * @param sessionId 会话 ID
+     * @param userId 当前用户 ID，非空时会校验运行归属
+     */
+    public void cancelSession(String sessionId, String userId) {
+        if (sessionId == null || sessionId.isBlank()) {
+            return;
+        }
+        String requestId = sessionRuns.get(sessionId);
+        if (requestId == null) {
+            return;
+        }
+        assertOwner(requestId, userId);
+        AgentRunContext context = runs.get(requestId);
+        if (context != null) {
+            context.cancelAndComplete();
+        }
+        remove(requestId);
+    }
+
+    /**
+     * 记录等待审批的恢复令牌。
+     *
+     * @param requestId 请求 ID
+     * @param resumeToken 恢复令牌
+     */
+    public void registerResumeToken(String requestId, String resumeToken) {
+        if (requestId != null && resumeToken != null && !resumeToken.isBlank()) {
+            resumeTokenIndex.put(resumeToken, requestId);
+            requestTokens.computeIfAbsent(requestId, ignored -> ConcurrentHashMap.newKeySet()).add(resumeToken);
+            if (routeRegistry != null) {
+                routeRegistry.registerResumeToken(requestId, resumeToken);
+            }
+        }
+    }
+
+    /**
+     * 运行结束后移除运行态。
+     *
+     * @param requestId 请求 ID
+     */
+    public synchronized void remove(String requestId) {
+        if (requestId == null) {
+            return;
+        }
+        AgentRunContext context = runs.remove(requestId);
+        if (context != null) {
+            sessionRuns.remove(context.sessionId(), requestId);
+            context.releaseLock();
+            context.closeRuntime();
+        }
+        owners.remove(requestId);
+        Set<String> tokens = requestTokens.remove(requestId);
+        if (tokens != null) {
+            tokens.forEach(token -> {
+                resumeTokenIndex.remove(token);
+                if (routeRegistry != null) {
+                    routeRegistry.removeResumeToken(token);
+                }
+            });
+        }
+        if (routeRegistry != null) {
+            routeRegistry.removeRun(requestId);
+        }
+    }
+
+    /**
+     * 批准工具执行。
+     *
+     * @param requestId 请求 ID
+     * @param resumeToken 恢复令牌
+     * @param userId 当前用户 ID
+     */
+    public void approve(String requestId, String resumeToken, String userId) {
+        submit(requestId, resumeToken, userId, true, null);
+    }
+
+    /**
+     * 批准工具执行，并在恢复 runtime 前执行持久化消费动作。
+     *
+     * @param requestId 请求 ID
+     * @param resumeToken 恢复令牌
+     * @param userId 当前用户 ID
+     * @param beforeResume runtime resume 前的持久化消费动作
+     */
+    public void approve(String requestId, String resumeToken, String userId, Runnable beforeResume) {
+        submit(requestId, resumeToken, userId, true, null, beforeResume);
+    }
+
+    /**
+     * 拒绝工具执行。
+     *
+     * @param requestId 请求 ID
+     * @param resumeToken 恢复令牌
+     * @param userId 当前用户 ID
+     * @param reason 拒绝原因
+     */
+    public void reject(String requestId, String resumeToken, String userId, String reason) {
+        submit(requestId, resumeToken, userId, false, reason);
+    }
+
+    /**
+     * 拒绝工具执行，并在恢复 runtime 前执行持久化消费动作。
+     *
+     * @param requestId 请求 ID
+     * @param resumeToken 恢复令牌
+     * @param userId 当前用户 ID
+     * @param reason 拒绝原因
+     * @param beforeResume runtime resume 前的持久化消费动作
+     */
+    public void reject(String requestId, String resumeToken, String userId, String reason, Runnable beforeResume) {
+        submit(requestId, resumeToken, userId, false, reason, beforeResume);
+    }
+
+    /**
+     * 当前进程是否存在指定 token 对应的活跃运行态。
+     *
+     * @param requestId 请求 ID，可为空
+     * @param resumeToken 恢复令牌
+     * @return true 表示当前节点可直接恢复
+     */
+    public boolean containsResumeTarget(String requestId, String resumeToken) {
+        try {
+            String resolvedRequestId = resolveRequestId(requestId, resumeToken);
+            return runs.containsKey(resolvedRequestId);
+        } catch (BusinessException ignored) {
+            return false;
+        }
+    }
+
+    /**
+     * 当前恢复目标是否为草稿试运行。
+     *
+     * @param requestId 请求 ID，可为空
+     * @param resumeToken 恢复令牌
+     * @return true 表示目标为草稿试运行
+     */
+    public boolean isDraftResumeTarget(String requestId, String resumeToken) {
+        try {
+            String resolvedRequestId = resolveRequestId(requestId, resumeToken);
+            AgentRunContext context = runs.get(resolvedRequestId);
+            return context != null && !context.persistChatlog();
+        } catch (BusinessException ignored) {
+            return false;
+        }
+    }
+
+    private void submit(String requestId, String resumeToken, String userId, boolean approved, String reason) {
+        submit(requestId, resumeToken, userId, approved, reason, null);
+    }
+
+    private synchronized void submit(String requestId,
+                                     String resumeToken,
+                                     String userId,
+                                     boolean approved,
+                                     String reason,
+                                     Runnable beforeResume) {
+        String resolvedRequestId = resolveRequestId(requestId, resumeToken);
+        AgentRunContext context = runs.get(resolvedRequestId);
+        if (context == null) {
+            throw new BusinessException("当前 Agent 运行已结束或不在本进程内");
+        }
+        assertOwner(resolvedRequestId, userId);
+        assertResumeTokenBelongsToRequest(resolvedRequestId, resumeToken);
+        if (beforeResume != null) {
+            beforeResume.run();
+        }
+        Set<String> tokens = requestTokens.get(resolvedRequestId);
+        if (tokens != null) {
+            tokens.remove(resumeToken);
+        }
+        resumeTokenIndex.remove(resumeToken);
+        if (routeRegistry != null) {
+            routeRegistry.removeResumeToken(resumeToken);
+        }
+        AgentResumeToken token = new AgentResumeToken();
+        token.setValue(resumeToken);
+        AgentResumeRequest request = new AgentResumeRequest();
+        request.setResumeToken(token);
+        request.setApproved(approved);
+        request.setRejectReason(reason);
+        request.getMetadata().put("requestId", resolvedRequestId);
+        request.getMetadata().put("operatorId", userId);
+        context.resume(request);
+    }
+
+    private String resolveRequestId(String requestId, String resumeToken) {
+        if (requestId != null && !requestId.isBlank()) {
+            return requestId;
+        }
+        String resolved = resumeTokenIndex.get(resumeToken);
+        if (resolved == null || resolved.isBlank()) {
+            throw new BusinessException("当前 Agent 运行已结束或不在本进程内");
+        }
+        return resolved;
+    }
+
+    private void assertResumeTokenBelongsToRequest(String requestId, String resumeToken) {
+        if (resumeToken == null || resumeToken.isBlank()) {
+            throw new BusinessException("Agent 恢复令牌不能为空");
+        }
+        Set<String> tokens = requestTokens.get(requestId);
+        if (tokens == null || !tokens.contains(resumeToken)) {
+            throw new BusinessException("Agent 审批请求已失效");
+        }
+    }
+
+    private void assertOwner(String requestId, String userId) {
+        if (userId == null || userId.isBlank()) {
+            return;
+        }
+        RunOwner owner = owners.get(requestId);
+        if (owner == null) {
+            throw new BusinessException("当前 Agent 运行已结束或不在本进程内");
+        }
+        if (owner.userId() != null && !owner.userId().equals(userId)) {
+            throw new BusinessException("无权处理该 Agent 运行审批");
+        }
+    }
+
+    /**
+     * 当前运行归属信息。
+     *
+     * @param agentId Agent ID
+     * @param sessionId 会话 ID
+     * @param userId 用户 ID
+     */
+    public record RunOwner(String agentId, String sessionId, String userId) {
+    }
+
+    /**
+     * 单机内存运行态。
+     *
+     */
+    public static final class AgentRunContext {
+
+        private final String requestId;
+        private final String sessionId;
+        private final AgentRuntime runtime;
+        private final ChatSseEmitter chatSseEmitter;
+        private final ChatRuntimeContext chatContext;
+        private final StringBuilder answer;
+        private final ChatAssistantAccumulator assistantAccumulator;
+        private final AtomicBoolean finished;
+        private final boolean persistChatlog;
+        private final RunOwner owner;
+        private final AgentRunLock.Handle lockHandle;
+        private final Consumer<AgentRuntimeEvent> eventConsumer;
+        private final Consumer<Throwable> errorConsumer;
+        private final Runnable completionHandler;
+        private final AtomicBoolean suspended = new AtomicBoolean(false);
+        private final AtomicReference<Disposable> subscription = new AtomicReference<>();
+
+        /**
+         * 创建运行态。
+         *
+         * @param requestId 请求 ID
+         * @param sessionId 会话 ID
+         * @param runtime 有状态运行时
+         * @param chatSseEmitter SSE 连接
+         * @param chatContext 聊天上下文
+         * @param answer 助手正文累计缓冲
+         * @param assistantAccumulator 助手结构化累计器
+         * @param finished 运行收口标记
+         * @param persistChatlog 是否持久化聊天日志
+         * @param owner 运行归属
+         * @param eventConsumer 运行事件处理器
+         * @param errorConsumer 错误处理器
+         * @param completionHandler 完成处理器
+         */
+        public AgentRunContext(String requestId,
+                               String sessionId,
+                               AgentRuntime runtime,
+                               ChatSseEmitter chatSseEmitter,
+                               ChatRuntimeContext chatContext,
+                               StringBuilder answer,
+                               ChatAssistantAccumulator assistantAccumulator,
+                               AtomicBoolean finished,
+                               boolean persistChatlog,
+                               RunOwner owner,
+                               AgentRunLock.Handle lockHandle,
+                               Consumer<AgentRuntimeEvent> eventConsumer,
+                               Consumer<Throwable> errorConsumer,
+                               Runnable completionHandler) {
+            this.requestId = requestId;
+            this.sessionId = sessionId;
+            this.runtime = runtime;
+            this.chatSseEmitter = chatSseEmitter;
+            this.chatContext = chatContext;
+            this.answer = answer;
+            this.assistantAccumulator = assistantAccumulator;
+            this.finished = finished;
+            this.persistChatlog = persistChatlog;
+            this.owner = owner;
+            this.lockHandle = lockHandle;
+            this.eventConsumer = eventConsumer;
+            this.errorConsumer = errorConsumer;
+            this.completionHandler = completionHandler;
+        }
+
+        /**
+         * 获取请求 ID。
+         *
+         * @return 请求 ID
+         */
+        public String requestId() {
+            return requestId;
+        }
+
+        /**
+         * 获取会话 ID。
+         *
+         * @return 会话 ID
+         */
+        public String sessionId() {
+            return sessionId;
+        }
+
+        /**
+         * 获取运行归属。
+         *
+         * @return 运行归属
+         */
+        public RunOwner owner() {
+            return owner;
+        }
+
+        /**
+         * 获取运行事件处理器。
+         *
+         * @return 运行事件处理器
+         */
+        public Consumer<AgentRuntimeEvent> eventConsumer() {
+            return eventConsumer;
+        }
+
+        /**
+         * 获取错误处理器。
+         *
+         * @return 错误处理器
+         */
+        public Consumer<Throwable> errorConsumer() {
+            return errorConsumer;
+        }
+
+        /**
+         * 获取完成处理器。
+         *
+         * @return 完成处理器
+         */
+        public Runnable completionHandler() {
+            return completionHandler;
+        }
+
+        /**
+         * 标记当前运行已进入 HITL 挂起态。
+         */
+        public void markSuspended() {
+            suspended.set(true);
+        }
+
+        /**
+         * 当前运行是否处于 HITL 挂起态。
+         *
+         * @return true 表示等待审批恢复
+         */
+        public boolean isSuspended() {
+            return suspended.get();
+        }
+
+        /**
+         * 当前运行是否持久化聊天日志与运行态。
+         *
+         * @return true 表示正式聊天持久化运行
+         */
+        public boolean persistChatlog() {
+            return persistChatlog;
+        }
+
+        /**
+         * 绑定运行订阅。
+         *
+         * @param subscription Reactor 订阅
+         */
+        public void setSubscription(Disposable subscription) {
+            if (subscription == null) {
+                return;
+            }
+            Disposable previous = this.subscription.getAndSet(subscription);
+            if (previous != null && !previous.isDisposed()) {
+                previous.dispose();
+            }
+        }
+
+        /**
+         * 取消当前运行订阅。
+         */
+        public void cancel() {
+            Disposable subscription = this.subscription.getAndSet(null);
+            if (subscription != null && !subscription.isDisposed()) {
+                subscription.dispose();
+            }
+        }
+
+        /**
+         * 取消当前运行并关闭 SSE。
+         *
+         * <p>该方法用于调用方主动清理会话的场景。它不通过 runtime 事件链发送取消事件，
+         * 因为调用方此时已经明确要求丢弃当前草稿会话。</p>
+         */
+        public void cancelAndComplete() {
+            cancel();
+            if (finished.compareAndSet(false, true) && chatSseEmitter != null) {
+                chatSseEmitter.complete();
+            }
+        }
+
+        /**
+         * 释放当前运行持有的分布式锁。
+         */
+        public void releaseLock() {
+            if (lockHandle != null) {
+                lockHandle.release();
+            }
+        }
+
+        /**
+         * 关闭底层运行时并释放资源。
+         */
+        public void closeRuntime() {
+            try {
+                runtime.close();
+            } catch (Exception e) {
+                LOG.warn("Close Agent runtime failed, requestId={}, sessionId={}, message={}",
+                        requestId, sessionId, e.getMessage(), e);
+            }
+        }
+
+        /**
+         * 通过同一个 runtime 恢复挂起运行，事件继续写入原 SSE。
+         *
+         * @param request 恢复请求
+         */
+        public void resume(AgentResumeRequest request) {
+            suspended.set(false);
+            Disposable subscription = runtime.resume(request).subscribe(eventConsumer, errorConsumer, completionHandler);
+            setSubscription(subscription);
+        }
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/AgentRuntimeBundle.java

@@ -0,0 +1,72 @@
+package tech.easyflow.agent.runtime;
+
+import com.easyagents.agent.runtime.AgentDefinition;
+import com.easyagents.agent.runtime.knowledge.AgentKnowledgeRetriever;
+import com.easyagents.agent.runtime.tool.AgentToolInvoker;
+
+import java.util.LinkedHashMap;
+import java.util.Map;
+
+/**
+ * Agent 运行时编译结果。
+ */
+public class AgentRuntimeBundle {
+
+    private AgentDefinition definition;
+    private Map<String, AgentToolInvoker> toolInvokers = new LinkedHashMap<>();
+    private Map<String, AgentKnowledgeRetriever> knowledgeRetrievers = new LinkedHashMap<>();
+
+    /**
+     * 获取 Agent 定义。
+     *
+     * @return Agent 定义
+     */
+    public AgentDefinition getDefinition() {
+        return definition;
+    }
+
+    /**
+     * 设置 Agent 定义。
+     *
+     * @param definition Agent 定义
+     */
+    public void setDefinition(AgentDefinition definition) {
+        this.definition = definition;
+    }
+
+    /**
+     * 获取工具调用器。
+     *
+     * @return 工具调用器
+     */
+    public Map<String, AgentToolInvoker> getToolInvokers() {
+        return toolInvokers;
+    }
+
+    /**
+     * 设置工具调用器。
+     *
+     * @param toolInvokers 工具调用器
+     */
+    public void setToolInvokers(Map<String, AgentToolInvoker> toolInvokers) {
+        this.toolInvokers = toolInvokers == null ? new LinkedHashMap<>() : toolInvokers;
+    }
+
+    /**
+     * 获取知识库检索器。
+     *
+     * @return 知识库检索器
+     */
+    public Map<String, AgentKnowledgeRetriever> getKnowledgeRetrievers() {
+        return knowledgeRetrievers;
+    }
+
+    /**
+     * 设置知识库检索器。
+     *
+     * @param knowledgeRetrievers 知识库检索器
+     */
+    public void setKnowledgeRetrievers(Map<String, AgentKnowledgeRetriever> knowledgeRetrievers) {
+        this.knowledgeRetrievers = knowledgeRetrievers == null ? new LinkedHashMap<>() : knowledgeRetrievers;
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/AgentRuntimeCompiler.java

@@ -0,0 +1,860 @@
+package tech.easyflow.agent.runtime;
+
+import com.easyagents.agent.runtime.AgentDefinition;
+import com.easyagents.agent.runtime.AgentExecutionOptions;
+import com.easyagents.agent.runtime.hitl.AgentToolApprovalRequest;
+import com.easyagents.agent.runtime.knowledge.AgentKnowledgeDocument;
+import com.easyagents.agent.runtime.knowledge.AgentKnowledgePolicy;
+import com.easyagents.agent.runtime.knowledge.AgentKnowledgeRetrievalResult;
+import com.easyagents.agent.runtime.knowledge.AgentKnowledgeSpec;
+import com.easyagents.agent.runtime.memory.AgentMemoryCompressionParameter;
+import com.easyagents.agent.runtime.memory.AgentMemoryPolicy;
+import com.easyagents.agent.runtime.memory.AgentMemoryType;
+import com.easyagents.agent.runtime.mcp.McpSpec;
+import com.easyagents.agent.runtime.mcp.McpTransportType;
+import com.easyagents.agent.runtime.model.AgentGenerationOptions;
+import com.easyagents.agent.runtime.model.AgentModelProviderType;
+import com.easyagents.agent.runtime.model.AgentModelSpec;
+import com.easyagents.agent.runtime.tool.AgentToolCategory;
+import com.easyagents.agent.runtime.tool.AgentToolResult;
+import com.easyagents.agent.runtime.tool.AgentToolSpec;
+import com.easyagents.core.document.Document;
+import com.easyagents.core.model.chat.tool.Parameter;
+import com.easyagents.core.model.chat.tool.Tool;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springframework.stereotype.Component;
+import tech.easyflow.agent.entity.Agent;
+import tech.easyflow.agent.entity.AgentKnowledgeBinding;
+import tech.easyflow.agent.entity.AgentToolBinding;
+import tech.easyflow.agent.enums.AgentToolType;
+import tech.easyflow.agent.runtime.tool.AgentToolRuntimeCompilation;
+import tech.easyflow.agent.runtime.tool.AgentToolRuntimeCompiler;
+import tech.easyflow.ai.easyagents.tool.ChatToolNameHelper;
+import tech.easyflow.ai.easyagents.tool.WorkflowTool;
+import tech.easyflow.ai.easyagentsflow.support.PublishedWorkflowDefinitionIds;
+import tech.easyflow.ai.entity.*;
+import tech.easyflow.ai.rag.KnowledgeRetrievalModes;
+import tech.easyflow.ai.rag.KnowledgeRetrievalRequest;
+import tech.easyflow.ai.service.*;
+import tech.easyflow.common.web.exceptions.BusinessException;
+
+import javax.annotation.Resource;
+import java.math.BigInteger;
+import java.time.Duration;
+import java.util.regex.Matcher;
+import java.util.regex.Pattern;
+import java.util.*;
+
+/**
+ * 将 Agent 发布快照编译为可执行定义。
+ */
+@Component
+public class AgentRuntimeCompiler {
+
+    private static final Logger LOG = LoggerFactory.getLogger(AgentRuntimeCompiler.class);
+    private static final int LOG_TEXT_MAX_LENGTH = 500;
+    private static final Pattern MCP_INPUT_PATTERN = Pattern.compile("\\$\\{input:([A-Za-z0-9_.-]+)}");
+
+    @Resource
+    private ModelService modelService;
+    @Resource
+    private WorkflowService workflowService;
+    @Resource
+    private PluginItemService pluginItemService;
+    @Resource
+    private McpService mcpService;
+    @Resource
+    private DocumentCollectionService documentCollectionService;
+    @Resource
+    private ObjectMapper objectMapper;
+    @Resource
+    private AgentToolRuntimeCompiler agentToolRuntimeCompiler;
+
+    /**
+     * 编译 Agent 运行时定义和调用器。
+     *
+     * @param agent 已发布 Agent 视图
+     * @return 运行时编译结果
+     */
+    public AgentRuntimeBundle compile(Agent agent) {
+        if (agent == null || agent.getId() == null) {
+            throw new BusinessException("Agent 运行定义不能为空");
+        }
+        AgentRuntimeBundle bundle = new AgentRuntimeBundle();
+        AgentDefinition definition = new AgentDefinition();
+        definition.setAgentId(agent.getId().toString());
+        definition.setAgentName(agent.getName());
+        definition.setDescription(agent.getDescription());
+        definition.setSystemPrompt(stringValue(agent.getPromptConfigJson(), "systemPrompt", stringValue(agent.getPromptConfigJson(), "prompt", "")));
+        definition.setModelSpec(buildModelSpec(agent));
+        definition.setGenerationOptions(buildGenerationOptions(agent.getGenerationConfigJson()));
+        definition.setExecutionOptions(buildExecutionOptions(agent.getExecutionConfigJson()));
+        definition.setMemoryPolicy(buildMemoryPolicy(agent.getMemoryConfigJson()));
+        bundle.setDefinition(definition);
+
+        compileTools(agent, definition, bundle);
+        compileKnowledge(agent, definition, bundle);
+        return bundle;
+    }
+
+    private AgentModelSpec buildModelSpec(Agent agent) {
+        Model model = modelService.getModelInstance(agent.getModelId());
+        if (model == null) {
+            throw new BusinessException("Agent 模型不存在");
+        }
+        Map<String, Object> config = agent.getModelConfigJson();
+        AgentModelSpec spec = new AgentModelSpec();
+        String providerType = stringValue(config, "providerType", model.getModelProvider() == null ? null : model.getModelProvider().getProviderType());
+        spec.setProviderType(parseProviderType(providerType));
+        spec.setModelName(stringValue(config, "modelName", model.getModelName()));
+        spec.setBaseUrl(stringValue(config, "baseUrl", model.getEndpoint()));
+        spec.setEndpointPath(stringValue(config, "endpointPath", model.getRequestPath()));
+        spec.setApiKey(stringValue(config, "apiKey", model.getApiKey()));
+        spec.getMetadata().put("modelId", model.getId());
+        return spec;
+    }
+
+    private AgentGenerationOptions buildGenerationOptions(Map<String, Object> config) {
+        AgentGenerationOptions options = new AgentGenerationOptions();
+        options.setTemperature(doubleValue(config, "temperature"));
+        options.setTopP(doubleValue(config, "topP"));
+        options.setTopK(intValue(config, "topK"));
+        options.setMaxTokens(intValue(config, "maxTokens"));
+        options.setMaxCompletionTokens(intValue(config, "maxCompletionTokens"));
+        options.setThinkingBudget(intValue(config, "thinkingBudget"));
+        options.setReasoningEffort(stringValue(config, "reasoningEffort", stringValue(config, "thinkingLevel", null)));
+        options.setThinkingEnabled(booleanValue(config, "thinkingEnabled"));
+        Boolean stream = booleanValue(config, "stream");
+        if (stream != null) {
+            options.setStream(stream);
+        }
+        options.setAdditionalBodyParams(mapValue(config, "additionalBodyParams"));
+        options.setAdditionalHeaders(stringMapValue(config, "additionalHeaders"));
+        options.setAdditionalQueryParams(stringMapValue(config, "additionalQueryParams"));
+        return options;
+    }
+
+    private AgentExecutionOptions buildExecutionOptions(Map<String, Object> config) {
+        AgentExecutionOptions options = new AgentExecutionOptions();
+        Integer maxIters = intValue(config, "maxIters");
+        if (maxIters != null) {
+            options.setMaxIters(maxIters);
+        }
+        Integer timeoutSeconds = intValue(config, "timeoutSeconds");
+        if (timeoutSeconds != null) {
+            options.setTimeout(Duration.ofSeconds(timeoutSeconds));
+        }
+        Boolean reasoningEnabled = booleanValue(config, "reasoningEnabled");
+        if (reasoningEnabled != null) {
+            options.setReasoningEnabled(reasoningEnabled);
+        }
+        Boolean toolCallingEnabled = booleanValue(config, "toolCallingEnabled");
+        if (toolCallingEnabled != null) {
+            options.setToolCallingEnabled(toolCallingEnabled);
+        }
+        return options;
+    }
+
+    private AgentMemoryPolicy buildMemoryPolicy(Map<String, Object> config) {
+        AgentMemoryPolicy policy = new AgentMemoryPolicy();
+        policy.setType(memoryTypeValue(config, "type"));
+        Map<String, Object> compressionConfig = mapValue(config, "compressionParameter");
+        if (compressionConfig.isEmpty()) {
+            compressionConfig = mapValue(config, "autoContext");
+        }
+        AgentMemoryCompressionParameter parameter = new AgentMemoryCompressionParameter();
+        Boolean enabled = booleanValue(compressionConfig, "enabled");
+        if (enabled != null) {
+            parameter.setEnabled(enabled);
+        }
+        Integer msgThreshold = intValue(compressionConfig, "msgThreshold");
+        if (msgThreshold == null) {
+            msgThreshold = intValue(config, "maxAttachedMessageCount");
+        }
+        if (msgThreshold == null) {
+            msgThreshold = intValue(config, "historyLimit");
+        }
+        if (msgThreshold != null) {
+            parameter.setMsgThreshold(msgThreshold);
+            policy.setMaxAttachedMessageCount(msgThreshold);
+        }
+        Integer lastKeep = intValue(compressionConfig, "lastKeep");
+        if (lastKeep != null) {
+            parameter.setLastKeep(lastKeep);
+        }
+        Double tokenRatio = doubleValue(compressionConfig, "tokenRatio");
+        if (tokenRatio != null) {
+            parameter.setTokenRatio(tokenRatio);
+        }
+        Long maxToken = longValue(compressionConfig, "maxToken");
+        if (maxToken != null) {
+            parameter.setMaxToken(maxToken);
+        }
+        Long largePayloadThreshold = longValue(compressionConfig, "largePayloadThreshold");
+        if (largePayloadThreshold != null) {
+            parameter.setLargePayloadThreshold(largePayloadThreshold);
+        }
+        Integer minCompressionTokenThreshold = intValue(compressionConfig, "minCompressionTokenThreshold");
+        if (minCompressionTokenThreshold != null) {
+            parameter.setMinCompressionTokenThreshold(minCompressionTokenThreshold);
+        }
+        Double currentRoundCompressionRatio = doubleValue(compressionConfig, "currentRoundCompressionRatio");
+        if (currentRoundCompressionRatio != null) {
+            parameter.setCurrentRoundCompressionRatio(currentRoundCompressionRatio);
+        }
+        Integer minConsecutiveToolMessages = intValue(compressionConfig, "minConsecutiveToolMessages");
+        if (minConsecutiveToolMessages != null) {
+            parameter.setMinConsecutiveToolMessages(minConsecutiveToolMessages);
+        }
+        policy.setCompressionParameter(parameter);
+        return policy;
+    }
+
+    private void compileTools(Agent agent, AgentDefinition definition, AgentRuntimeBundle bundle) {
+        AgentToolRuntimeCompilation compilation = agentToolRuntimeCompiler.compile(agent);
+        definition.setToolSpecs(compilation.getToolSpecs());
+        definition.setMcpSpecs(compilation.getMcpSpecs());
+        bundle.setToolInvokers(compilation.getToolInvokers());
+    }
+
+    private Tool buildTool(AgentToolBinding binding) {
+        AgentToolType type = AgentToolType.from(binding.getToolType());
+        if (type == AgentToolType.WORKFLOW) {
+            Workflow workflow = snapshotOrPublishedWorkflow(binding);
+            if (workflow == null) {
+                throw new BusinessException("绑定工作流不存在");
+            }
+            return new WorkflowTool(
+                    workflow,
+                    true,
+                    PublishedWorkflowDefinitionIds.published(String.valueOf(workflow.getId()))
+            );
+        }
+        if (type == AgentToolType.PLUGIN) {
+            PluginItem pluginItem = snapshotOrCurrentPlugin(binding);
+            if (pluginItem == null) {
+                throw new BusinessException("绑定插件不存在");
+            }
+            return pluginItem.toFunction();
+        }
+        throw new BusinessException("不支持的 Agent 工具类型：" + type.name());
+    }
+
+    private McpSpec buildMcpSpec(AgentToolBinding binding) {
+        Mcp mcp = snapshotOrCurrentMcp(binding);
+        if (mcp == null) {
+            throw new BusinessException("绑定 MCP 不存在");
+        }
+        Map.Entry<String, Map<String, Object>> server = firstMcpServer(mcp);
+        Map<String, Object> serverConfig = server.getValue();
+        McpTransportType transportType = parseMcpTransportType(mcp, serverConfig);
+
+        McpSpec spec = new McpSpec();
+        spec.setName(mcpRuntimeName(mcp));
+        spec.setDescription(firstNonBlank(mcp.getDescription(), mcp.getTitle()));
+        spec.setTransportType(transportType);
+        spec.setCommand(resolveMcpInput(stringValue(serverConfig, "command", null)));
+        spec.setArgs(resolveMcpInputs(stringListValue(serverConfig, "args")));
+        spec.setEnv(resolveMcpInputMap(stringMapValue(serverConfig, "env")));
+        spec.setUrl(resolveMcpInput(stringValue(serverConfig, "url", null)));
+        spec.setHeaders(resolveMcpInputMap(stringMapValue(serverConfig, "headers")));
+        spec.setQueryParams(resolveMcpInputMap(stringMapValue(serverConfig, "queryParams")));
+        Duration timeout = durationValue(serverConfig, "timeout");
+        if (timeout != null) {
+            spec.setTimeout(timeout);
+        }
+        Duration initializationTimeout = durationValue(serverConfig, "initializationTimeout");
+        if (initializationTimeout != null) {
+            spec.setInitializationTimeout(initializationTimeout);
+        }
+        spec.setGroupName(mcpRuntimeName(mcp));
+        spec.setApprovalRequired(Boolean.TRUE.equals(mcp.getApprovalRequired()));
+        spec.setApprovalRequest(buildMcpApprovalRequest(mcp));
+        spec.setToolNamePrefix(mcpRuntimeToolPrefix(mcp.getId()));
+        spec.getMetadata().put("toolType", AgentToolType.MCP.name());
+        spec.getMetadata().put("mcpId", String.valueOf(mcp.getId()));
+        spec.getMetadata().put("mcpTitle", mcp.getTitle());
+        spec.getMetadata().put("serverName", server.getKey());
+        return spec;
+    }
+
+    private void applyMcpToolBinding(McpSpec spec, AgentToolBinding binding) {
+        if (Boolean.TRUE.equals(binding.getHitlEnabled())) {
+            spec.setApprovalRequired(true);
+            spec.setApprovalRequest(buildBindingApprovalRequest(binding));
+        }
+    }
+
+    private AgentToolApprovalRequest buildMcpApprovalRequest(Mcp mcp) {
+        AgentToolApprovalRequest request = new AgentToolApprovalRequest();
+        request.setApprovalPrompt("是否批准执行 MCP 工具：" + firstNonBlank(mcp.getTitle(), mcpRuntimeName(mcp)));
+        Map<String, Object> metadata = new LinkedHashMap<>();
+        metadata.put("toolType", AgentToolType.MCP.name());
+        metadata.put("mcpId", String.valueOf(mcp.getId()));
+        metadata.put("mcpTitle", mcp.getTitle());
+        request.setMetadata(metadata);
+        return request;
+    }
+
+    private AgentToolApprovalRequest buildBindingApprovalRequest(AgentToolBinding binding) {
+        AgentToolApprovalRequest request = new AgentToolApprovalRequest();
+        request.setApprovalPrompt(stringValue(binding.getHitlConfigJson(), "prompt", "是否批准执行 MCP 工具"));
+        Map<String, Object> metadata = sanitizedHitlMetadata(binding.getHitlConfigJson());
+        metadata.put("toolType", binding.getToolType());
+        metadata.put("bindingId", binding.getId());
+        metadata.put("targetId", binding.getTargetId());
+        request.setMetadata(metadata);
+        return request;
+    }
+
+    private AgentToolSpec toToolSpec(Tool tool, AgentToolBinding binding) {
+        AgentToolSpec spec = new AgentToolSpec();
+        String name = resolveRuntimeToolName(tool, binding);
+        spec.setName(name);
+        spec.setDescription(safeDescription(tool == null ? null : tool.getDescription()));
+        spec.setCategory(AgentToolCategory.valueOf(AgentToolType.from(binding.getToolType()).name()));
+        spec.setParametersSchema(toSchema(tool == null ? null : tool.getParameters()));
+        spec.setApprovalRequired(Boolean.TRUE.equals(binding.getHitlEnabled()));
+        if (Boolean.TRUE.equals(binding.getHitlEnabled())) {
+            AgentToolApprovalRequest request = new AgentToolApprovalRequest();
+            request.setApprovalPrompt(stringValue(binding.getHitlConfigJson(), "prompt", "是否批准执行工具：" + name));
+            Map<String, Object> metadata = sanitizedHitlMetadata(binding.getHitlConfigJson());
+            metadata.put("toolType", binding.getToolType());
+            metadata.put("bindingId", binding.getId());
+            metadata.put("targetId", binding.getTargetId());
+            request.setMetadata(metadata);
+            spec.setApprovalRequest(request);
+        }
+        spec.getMetadata().put("bindingId", binding.getId());
+        spec.getMetadata().put("targetId", binding.getTargetId());
+        return spec;
+    }
+
+    private Map<String, Object> sanitizedHitlMetadata(Map<String, Object> config) {
+        Map<String, Object> metadata = new LinkedHashMap<>();
+        if (config != null) {
+            config.forEach((key, value) -> {
+                if (!isHitlPromptKey(key)) {
+                    metadata.put(key, value);
+                }
+            });
+        }
+        return metadata;
+    }
+
+    private boolean isHitlPromptKey(String key) {
+        if (key == null) {
+            return false;
+        }
+        String normalized = key.trim();
+        return "prompt".equalsIgnoreCase(normalized)
+                || "question".equalsIgnoreCase(normalized)
+                || "approvalPrompt".equalsIgnoreCase(normalized);
+    }
+
+    private AgentToolResult invokeTool(Tool tool, Map<String, Object> arguments) {
+        String toolName = tool == null ? null : tool.getName();
+        LOG.info("Agent tool invoke started, toolName={}, arguments={}", toolName, arguments);
+        try {
+            Object result = tool.invoke(arguments == null ? Map.of() : arguments);
+            String resultText = result == null ? "" : String.valueOf(result);
+            LOG.info("Agent tool invoke completed, toolName={}, result={}", toolName, truncate(resultText));
+            return AgentToolResult.success(resultText);
+        } catch (Exception e) {
+            LOG.error("Agent tool invoke failed, toolName={}, message={}", toolName, e.getMessage(), e);
+            return AgentToolResult.failure(e.getMessage() == null ? "工具执行失败" : e.getMessage());
+        }
+    }
+
+    private String resolveRuntimeToolName(Tool tool, AgentToolBinding binding) {
+        String bindingName = binding == null ? null : binding.getToolName();
+        if (ChatToolNameHelper.isSafeToolName(bindingName)) {
+            return bindingName;
+        }
+        String toolName = tool == null ? null : tool.getName();
+        if (ChatToolNameHelper.isSafeToolName(toolName)) {
+            return toolName;
+        }
+        BigInteger targetId = binding == null ? null : binding.getTargetId();
+        return ChatToolNameHelper.buildFallbackName("tool", targetId);
+    }
+
+    private void compileKnowledge(Agent agent, AgentDefinition definition, AgentRuntimeBundle bundle) {
+        if (agent.getKnowledgeBindings() == null) {
+            return;
+        }
+        List<AgentKnowledgeSpec> specs = new ArrayList<>();
+        Map<String, com.easyagents.agent.runtime.knowledge.AgentKnowledgeRetriever> retrievers = new LinkedHashMap<>();
+        for (AgentKnowledgeBinding binding : agent.getKnowledgeBindings()) {
+            if (!Boolean.TRUE.equals(binding.getEnabled())) {
+                continue;
+            }
+            DocumentCollection knowledge = snapshotOrPublishedKnowledge(binding);
+            if (knowledge == null) {
+                throw new BusinessException("绑定知识库不存在");
+            }
+            AgentKnowledgeSpec spec = new AgentKnowledgeSpec();
+            spec.setKnowledgeId(binding.getKnowledgeId().toString());
+            spec.setName(knowledge.getTitle());
+            spec.setDescription(knowledge.getDescription());
+            spec.setRetrievalMode(AgentKnowledgePolicy.AGENTIC);
+            spec.getMetadata().put("knowledgeType", knowledge.getCollectionType());
+            spec.getMetadata().put("faqCollection", knowledge.isFaqCollection());
+            Integer limit = intValue(binding.getOptionsJson(), "limit");
+            spec.setLimit(limit == null ? 5 : limit);
+            Double threshold = doubleValue(binding.getOptionsJson(), "scoreThreshold");
+            if (threshold != null) {
+                spec.setScoreThreshold(threshold);
+            }
+            specs.add(spec);
+            retrievers.put(spec.getKnowledgeId(), request -> retrieveKnowledge(binding, request.getQuery(), request.getLimit(), request.getScoreThreshold()));
+        }
+        definition.setKnowledgeSpecs(specs);
+        bundle.setKnowledgeRetrievers(retrievers);
+    }
+
+    private AgentKnowledgeRetrievalResult retrieveKnowledge(AgentKnowledgeBinding binding, String query, int limit, double scoreThreshold) {
+        KnowledgeRetrievalRequest request = new KnowledgeRetrievalRequest();
+        request.setKnowledgeId(binding.getKnowledgeId());
+        request.setQuery(query);
+        request.setLimit(limit <= 0 ? null : limit);
+        request.setMinSimilarity(scoreThreshold <= 0D ? null : scoreThreshold);
+        request.setRetrievalMode(KnowledgeRetrievalModes.parse(binding.getRetrievalMode()));
+        request.setCallerType("AGENT_KNOWLEDGE");
+        request.setCallerId(binding.getAgentId() == null ? null : binding.getAgentId().toString());
+        LOG.info(
+                "Agent knowledge retrieval started, agentId={}, knowledgeId={}, query={}, limit={}, scoreThreshold={}, retrievalMode={}",
+                request.getCallerId(),
+                request.getKnowledgeId(),
+                request.getQuery(),
+                request.getLimit(),
+                request.getMinSimilarity(),
+                request.getRetrievalMode()
+        );
+        List<Document> documents = documentCollectionService.search(request);
+        LOG.info(
+                "Agent knowledge retrieval completed, agentId={}, knowledgeId={}, query={}, documentCount={}, documents={}",
+                request.getCallerId(),
+                request.getKnowledgeId(),
+                request.getQuery(),
+                documents == null ? 0 : documents.size(),
+                summarizeDocuments(documents)
+        );
+        List<AgentKnowledgeDocument> mapped = new ArrayList<>();
+        if (documents != null) {
+            for (Document document : documents) {
+                AgentKnowledgeDocument item = new AgentKnowledgeDocument();
+                item.setDocumentId(firstNonBlank(
+                        metadataString(document.getMetadataMap(), "documentId"),
+                        document.getId() == null ? null : String.valueOf(document.getId())
+                ));
+                item.setDocumentName(firstNonBlank(
+                        metadataString(document.getMetadataMap(), "sourceFileName"),
+                        document.getTitle()
+                ));
+                item.setChunkId(firstNonBlank(
+                        metadataString(document.getMetadataMap(), "chunkId"),
+                        document.getId() == null ? null : String.valueOf(document.getId())
+                ));
+                item.setContent(document.getContent());
+                item.setScore(document.getScore());
+                item.setMetadata(document.getMetadataMap());
+                item.setSourceUri(metadataString(document.getMetadataMap(), "sourceUri"));
+                mapped.add(item);
+            }
+        }
+        return AgentKnowledgeRetrievalResult.of(mapped);
+    }
+
+    /**
+     * 构建用于日志排查的知识库命中摘要，避免完整内容撑爆日志。
+     *
+     * @param documents 知识库检索命中文档
+     * @return 文档摘要列表
+     */
+    private List<Map<String, Object>> summarizeDocuments(List<Document> documents) {
+        List<Map<String, Object>> summaries = new ArrayList<>();
+        if (documents == null) {
+            return summaries;
+        }
+        for (Document document : documents) {
+            Map<String, Object> summary = new LinkedHashMap<>();
+            summary.put("id", document.getId());
+            summary.put("title", document.getTitle());
+            summary.put("score", document.getScore());
+            summary.put("content", truncate(document.getContent()));
+            summary.put("metadata", document.getMetadataMap());
+            summaries.add(summary);
+        }
+        return summaries;
+    }
+
+    /**
+     * 截断日志文本，保留排查所需的前缀内容。
+     *
+     * @param text 原始文本
+     * @return 截断后的文本
+     */
+    private String truncate(String text) {
+        if (text == null || text.length() <= LOG_TEXT_MAX_LENGTH) {
+            return text;
+        }
+        return text.substring(0, LOG_TEXT_MAX_LENGTH) + "...";
+    }
+
+    private Workflow snapshotOrPublishedWorkflow(AgentToolBinding binding) {
+        if (binding.getResourceSnapshot() != null && !binding.getResourceSnapshot().isEmpty()) {
+            Workflow workflow = objectMapper.convertValue(binding.getResourceSnapshot(), Workflow.class);
+            workflow.setId(firstNonNull(workflow.getId(), binding.getTargetId()));
+            return workflow;
+        }
+        return workflowService.getPublishedById(binding.getTargetId());
+    }
+
+    private PluginItem snapshotOrCurrentPlugin(AgentToolBinding binding) {
+        if (binding.getResourceSnapshot() != null && !binding.getResourceSnapshot().isEmpty()) {
+            PluginItem pluginItem = objectMapper.convertValue(binding.getResourceSnapshot(), PluginItem.class);
+            pluginItem.setId(firstNonNull(pluginItem.getId(), binding.getTargetId()));
+            return pluginItem;
+        }
+        return pluginItemService.getById(binding.getTargetId());
+    }
+
+    private Mcp snapshotOrCurrentMcp(AgentToolBinding binding) {
+        if (binding.getResourceSnapshot() != null && !binding.getResourceSnapshot().isEmpty()) {
+            Mcp mcp = objectMapper.convertValue(binding.getResourceSnapshot(), Mcp.class);
+            mcp.setId(firstNonNull(mcp.getId(), binding.getTargetId()));
+            return mcp;
+        }
+        return mcpService.getById(binding.getTargetId());
+    }
+
+    private Map.Entry<String, Map<String, Object>> firstMcpServer(Mcp mcp) {
+        Map<String, Object> config = parseMcpConfig(mcp);
+        Map<String, Object> servers = mapValue(config, "mcpServers");
+        if (servers.isEmpty()) {
+            throw new BusinessException("MCP 配置 JSON 中没有找到任何 MCP 服务名称");
+        }
+        Map.Entry<String, Object> first = servers.entrySet().iterator().next();
+        if (!(first.getValue() instanceof Map<?, ?> rawServer)) {
+            throw new BusinessException("MCP 服务配置必须是对象：" + first.getKey());
+        }
+        Map<String, Object> serverConfig = new LinkedHashMap<>();
+        rawServer.forEach((key, value) -> serverConfig.put(String.valueOf(key), value));
+        return Map.entry(first.getKey(), serverConfig);
+    }
+
+    private Map<String, Object> parseMcpConfig(Mcp mcp) {
+        String configJson = mcp == null ? null : mcp.getConfigJson();
+        if (configJson == null || configJson.isBlank()) {
+            throw new BusinessException("MCP 配置 JSON 不能为空");
+        }
+        try {
+            return objectMapper.readValue(configJson, new com.fasterxml.jackson.core.type.TypeReference<>() {});
+        } catch (Exception e) {
+            throw new BusinessException("MCP 配置 JSON 格式错误");
+        }
+    }
+
+    private McpTransportType parseMcpTransportType(Mcp mcp, Map<String, Object> serverConfig) {
+        String transport = firstNonBlank(
+                mcp == null ? null : mcp.getTransportType(),
+                stringValue(serverConfig, "transport", null)
+        );
+        return McpTransportType.from(transport);
+    }
+
+    private String mcpRuntimeName(Mcp mcp) {
+        BigInteger id = mcp == null ? null : mcp.getId();
+        return "mcp_" + safeToolNameSegment(id == null ? "unknown" : String.valueOf(id));
+    }
+
+    private String mcpRuntimeToolPrefix(BigInteger mcpId) {
+        return "mcp_" + safeToolNameSegment(String.valueOf(mcpId)) + "_";
+    }
+
+    private String safeToolNameSegment(String value) {
+        String normalized = String.valueOf(value == null ? "" : value).trim()
+                .replaceAll("[^A-Za-z0-9_-]", "_")
+                .replaceAll("_+", "_");
+        if (normalized.isBlank()) {
+            return "tool";
+        }
+        return normalized;
+    }
+
+    private List<String> stringListValue(Map<String, Object> map, String key) {
+        Object value = map == null ? null : map.get(key);
+        if (value == null) {
+            return new ArrayList<>();
+        }
+        if (value instanceof Collection<?> collection) {
+            List<String> result = new ArrayList<>();
+            for (Object item : collection) {
+                if (item != null) {
+                    result.add(String.valueOf(item));
+                }
+            }
+            return result;
+        }
+        throw new BusinessException("Agent 配置字段必须是数组：" + key);
+    }
+
+    private Duration durationValue(Map<String, Object> map, String key) {
+        Object value = map == null ? null : map.get(key);
+        if (value == null) {
+            return null;
+        }
+        if (value instanceof Number number) {
+            return Duration.ofSeconds(number.longValue());
+        }
+        String text = String.valueOf(value).trim();
+        if (text.isEmpty()) {
+            return null;
+        }
+        try {
+            return Duration.parse(text);
+        } catch (Exception ignored) {
+            try {
+                return Duration.ofSeconds(Long.parseLong(text));
+            } catch (NumberFormatException e) {
+                throw new BusinessException("Agent 配置字段必须是秒数或 Duration：" + key);
+            }
+        }
+    }
+
+    private List<String> resolveMcpInputs(List<String> values) {
+        if (values == null || values.isEmpty()) {
+            return new ArrayList<>();
+        }
+        List<String> result = new ArrayList<>(values.size());
+        for (String value : values) {
+            result.add(resolveMcpInput(value));
+        }
+        return result;
+    }
+
+    private Map<String, String> resolveMcpInputMap(Map<String, String> values) {
+        if (values == null || values.isEmpty()) {
+            return new LinkedHashMap<>();
+        }
+        Map<String, String> result = new LinkedHashMap<>();
+        values.forEach((key, value) -> result.put(key, resolveMcpInput(value)));
+        return result;
+    }
+
+    private String resolveMcpInput(String value) {
+        if (value == null || value.isBlank()) {
+            return value;
+        }
+        Matcher matcher = MCP_INPUT_PATTERN.matcher(value);
+        StringBuffer resolved = new StringBuffer();
+        while (matcher.find()) {
+            String inputKey = matcher.group(1);
+            String resolvedValue = System.getProperty("mcp.input." + inputKey);
+            if (resolvedValue == null || resolvedValue.isBlank()) {
+                throw new BusinessException("MCP 输入变量未解析：" + inputKey);
+            }
+            matcher.appendReplacement(resolved, Matcher.quoteReplacement(resolvedValue));
+        }
+        matcher.appendTail(resolved);
+        return resolved.toString();
+    }
+
+    private DocumentCollection snapshotOrPublishedKnowledge(AgentKnowledgeBinding binding) {
+        if (binding.getResourceSnapshot() != null && !binding.getResourceSnapshot().isEmpty()) {
+            DocumentCollection knowledge = objectMapper.convertValue(binding.getResourceSnapshot(), DocumentCollection.class);
+            knowledge.setId(firstNonNull(knowledge.getId(), binding.getKnowledgeId()));
+            return knowledge;
+        }
+        return documentCollectionService.getPublishedById(binding.getKnowledgeId());
+    }
+
+    private BigInteger firstNonNull(BigInteger first, BigInteger second) {
+        return first == null ? second : first;
+    }
+
+    private String firstNonBlank(String first, String second) {
+        return first == null || first.isBlank() ? second : first;
+    }
+
+    private String metadataString(Map<String, Object> metadata, String key) {
+        Object value = metadata == null ? null : metadata.get(key);
+        return value == null ? null : String.valueOf(value);
+    }
+
+    private Map<String, Object> toSchema(Parameter[] parameters) {
+        Map<String, Object> schema = new LinkedHashMap<>();
+        Map<String, Object> properties = new LinkedHashMap<>();
+        List<String> required = new ArrayList<>();
+        if (parameters != null) {
+            for (Parameter parameter : parameters) {
+                properties.put(parameter.getName(), parameterSchema(parameter));
+                if (parameter.isRequired()) {
+                    required.add(parameter.getName());
+                }
+            }
+        }
+        schema.put("type", "object");
+        schema.put("properties", properties);
+        schema.put("required", required);
+        return schema;
+    }
+
+    private Map<String, Object> parameterSchema(Parameter parameter) {
+        Map<String, Object> schema = new LinkedHashMap<>();
+        schema.put("type", parameter.getType() == null ? "string" : parameter.getType());
+        putOptionalString(schema, "description", parameter.getDescription());
+        if (parameter.getChildren() != null && !parameter.getChildren().isEmpty()) {
+            Map<String, Object> children = new LinkedHashMap<>();
+            for (Parameter child : parameter.getChildren()) {
+                if (child != null && child.getName() != null && !child.getName().isBlank()) {
+                    children.put(child.getName(), parameterSchema(child));
+                }
+            }
+            if ("array".equalsIgnoreCase(parameter.getType())) {
+                schema.put("items", firstArrayItemSchema(parameter.getChildren()));
+            } else {
+                schema.put("properties", children);
+            }
+        }
+        return schema;
+    }
+
+    private Map<String, Object> firstArrayItemSchema(List<Parameter> children) {
+        return children.stream()
+                .filter(Objects::nonNull)
+                .findFirst()
+                .map(this::parameterSchema)
+                .orElse(Map.of("type", "string"));
+    }
+
+    /**
+     * 写入非空字符串字段，避免向模型 function schema 输出 null。
+     *
+     * @param target 目标 schema
+     * @param key 字段名
+     * @param value 字段值
+     */
+    private void putOptionalString(Map<String, Object> target, String key, String value) {
+        if (value != null && !value.isBlank()) {
+            target.put(key, value);
+        }
+    }
+
+    /**
+     * 将工具描述规整为模型协议可接受的字符串。
+     *
+     * @param description 原始描述
+     * @return 非 null 描述
+     */
+    private String safeDescription(String description) {
+        return description == null ? "" : description;
+    }
+
+    private AgentModelProviderType parseProviderType(String providerType) {
+        if (providerType == null || providerType.isBlank()) {
+            return AgentModelProviderType.OPENAI_COMPATIBLE;
+        }
+        try {
+            return AgentModelProviderType.valueOf(providerType.trim().toUpperCase());
+        } catch (IllegalArgumentException ignored) {
+            return AgentModelProviderType.OPENAI_COMPATIBLE;
+        }
+    }
+
+    private AgentMemoryType memoryTypeValue(Map<String, Object> map, String key) {
+        String value = stringValue(map, key, AgentMemoryType.AUTO_CONTEXT.name());
+        try {
+            return AgentMemoryType.valueOf(value.trim().toUpperCase());
+        } catch (IllegalArgumentException e) {
+            throw new BusinessException("不支持的 Agent 记忆策略：" + value);
+        }
+    }
+
+    private String stringValue(Map<String, Object> map, String key, String defaultValue) {
+        Object value = map == null ? null : map.get(key);
+        return value == null ? defaultValue : String.valueOf(value);
+    }
+
+    private Integer intValue(Map<String, Object> map, String key) {
+        Object value = map == null ? null : map.get(key);
+        if (value instanceof Number number) {
+            return number.intValue();
+        }
+        if (value == null) {
+            return null;
+        }
+        try {
+            return Integer.parseInt(String.valueOf(value));
+        } catch (NumberFormatException e) {
+            throw new BusinessException("Agent 配置字段必须是整数：" + key);
+        }
+    }
+
+    private Long longValue(Map<String, Object> map, String key) {
+        Object value = map == null ? null : map.get(key);
+        if (value instanceof Number number) {
+            return number.longValue();
+        }
+        if (value == null) {
+            return null;
+        }
+        try {
+            return Long.parseLong(String.valueOf(value));
+        } catch (NumberFormatException e) {
+            throw new BusinessException("Agent 配置字段必须是长整数：" + key);
+        }
+    }
+
+    private Double doubleValue(Map<String, Object> map, String key) {
+        Object value = map == null ? null : map.get(key);
+        if (value instanceof Number number) {
+            return number.doubleValue();
+        }
+        if (value == null) {
+            return null;
+        }
+        try {
+            return Double.parseDouble(String.valueOf(value));
+        } catch (NumberFormatException e) {
+            throw new BusinessException("Agent 配置字段必须是数字：" + key);
+        }
+    }
+
+    private Boolean booleanValue(Map<String, Object> map, String key) {
+        Object value = map == null ? null : map.get(key);
+        if (value instanceof Boolean bool) {
+            return bool;
+        }
+        return value == null ? null : Boolean.parseBoolean(String.valueOf(value));
+    }
+
+    @SuppressWarnings("unchecked")
+    private Map<String, Object> mapValue(Map<String, Object> map, String key) {
+        Object value = map == null ? null : map.get(key);
+        if (value == null) {
+            return new LinkedHashMap<>();
+        }
+        if (value instanceof Map<?, ?> rawMap) {
+            Map<String, Object> result = new LinkedHashMap<>();
+            rawMap.forEach((rawKey, rawValue) -> result.put(String.valueOf(rawKey), rawValue));
+            return result;
+        }
+        throw new BusinessException("Agent 配置字段必须是对象：" + key);
+    }
+
+    private Map<String, String> stringMapValue(Map<String, Object> map, String key) {
+        Map<String, Object> rawMap = mapValue(map, key);
+        Map<String, String> result = new LinkedHashMap<>();
+        rawMap.forEach((rawKey, rawValue) -> {
+            if (rawValue != null) {
+                result.put(rawKey, String.valueOf(rawValue));
+            }
+        });
+        return result;
+    }
+
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/AgentRuntimeFactory.java

@@ -0,0 +1,16 @@
+package tech.easyflow.agent.runtime;
+
+import com.easyagents.agent.runtime.AgentRuntime;
+
+/**
+ * Agent 运行时工厂
+ */
+public interface AgentRuntimeFactory {
+
+    /**
+     * 创建新的有状态 Agent 运行时实例。
+     *
+     * @return Agent 运行时实例
+     */
+    AgentRuntime create();
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/AgentRuntimeStateCleanupService.java

@@ -0,0 +1,49 @@
+package tech.easyflow.agent.runtime;
+
+import org.springframework.stereotype.Service;
+import tech.easyflow.agent.runtime.hitl.AgentHitlPendingService;
+import tech.easyflow.agent.runtime.session.EasyFlowAgentSessionStore;
+
+import java.math.BigInteger;
+
+/**
+ * Agent 运行态持久化状态清理服务。
+ */
+@Service
+public class AgentRuntimeStateCleanupService {
+
+    private final AgentRunRegistry agentRunRegistry;
+    private final EasyFlowAgentSessionStore sessionStore;
+    private final AgentHitlPendingService pendingService;
+
+    /**
+     * 创建清理服务。
+     *
+     * @param agentRunRegistry 当前节点运行态注册表
+     * @param sessionStore AgentScope session store
+     * @param pendingService HITL pending 服务
+     */
+    public AgentRuntimeStateCleanupService(AgentRunRegistry agentRunRegistry,
+                                           EasyFlowAgentSessionStore sessionStore,
+                                           AgentHitlPendingService pendingService) {
+        this.agentRunRegistry = agentRunRegistry;
+        this.sessionStore = sessionStore;
+        this.pendingService = pendingService;
+    }
+
+    /**
+     * 清理指定正式聊天会话关联的 Agent 运行态。
+     *
+     * @param chatSessionId chatlog 会话 ID
+     * @param userId 当前用户 ID
+     */
+    public void clearChatSession(BigInteger chatSessionId, BigInteger userId) {
+        if (chatSessionId == null) {
+            return;
+        }
+        String runtimeSessionId = chatSessionId.toString();
+        agentRunRegistry.cancelSession(runtimeSessionId, userId == null ? null : userId.toString());
+        sessionStore.deleteByChatSessionId(chatSessionId);
+        pendingService.deleteByChatSessionId(chatSessionId);
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/AgentScopeRuntimeFactory.java

@@ -0,0 +1,22 @@
+package tech.easyflow.agent.runtime;
+
+import com.easyagents.agent.runtime.AgentRuntime;
+import com.easyagents.agent.runtime.agentscope.AgentScopeReActRuntime;
+import org.springframework.stereotype.Component;
+
+/**
+ * ReActAgent 运行时工厂。
+ */
+@Component
+public class AgentScopeRuntimeFactory implements AgentRuntimeFactory {
+
+    /**
+     * 创建新的 ReAct 运行时实例。
+     *
+     * @return 新的运行时实例
+     */
+    @Override
+    public AgentRuntime create() {
+        return new AgentScopeReActRuntime();
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/AgentToolHitlPayload.java

@@ -0,0 +1,220 @@
+package tech.easyflow.agent.runtime;
+
+import java.util.LinkedHashMap;
+import java.util.Map;
+
+/**
+ * Agent 工具调用人工确认事件载荷。
+ */
+public class AgentToolHitlPayload {
+
+    private String requestId;
+    private String resumeToken;
+    private String sessionId;
+    private String agentId;
+    private String toolCallId;
+    private String toolName;
+    private String toolDisplayName;
+    private String toolType;
+    private Map<String, Object> input = new LinkedHashMap<>();
+    private String expiresAt;
+    private Map<String, Object> metadata = new LinkedHashMap<>();
+
+    /**
+     * 获取运行请求 ID。
+     *
+     * @return 运行请求 ID
+     */
+    public String getRequestId() {
+        return requestId;
+    }
+
+    /**
+     * 设置运行请求 ID。
+     *
+     * @param requestId 运行请求 ID
+     */
+    public void setRequestId(String requestId) {
+        this.requestId = requestId;
+    }
+
+    /**
+     * 获取恢复令牌。
+     *
+     * @return 恢复令牌
+     */
+    public String getResumeToken() {
+        return resumeToken;
+    }
+
+    /**
+     * 设置恢复令牌。
+     *
+     * @param resumeToken 恢复令牌
+     */
+    public void setResumeToken(String resumeToken) {
+        this.resumeToken = resumeToken;
+    }
+
+    /**
+     * 获取会话 ID。
+     *
+     * @return 会话 ID
+     */
+    public String getSessionId() {
+        return sessionId;
+    }
+
+    /**
+     * 设置会话 ID。
+     *
+     * @param sessionId 会话 ID
+     */
+    public void setSessionId(String sessionId) {
+        this.sessionId = sessionId;
+    }
+
+    /**
+     * 获取 Agent ID。
+     *
+     * @return Agent ID
+     */
+    public String getAgentId() {
+        return agentId;
+    }
+
+    /**
+     * 设置 Agent ID。
+     *
+     * @param agentId Agent ID
+     */
+    public void setAgentId(String agentId) {
+        this.agentId = agentId;
+    }
+
+    /**
+     * 获取工具调用 ID。
+     *
+     * @return 工具调用 ID
+     */
+    public String getToolCallId() {
+        return toolCallId;
+    }
+
+    /**
+     * 设置工具调用 ID。
+     *
+     * @param toolCallId 工具调用 ID
+     */
+    public void setToolCallId(String toolCallId) {
+        this.toolCallId = toolCallId;
+    }
+
+    /**
+     * 获取工具名称。
+     *
+     * @return 工具名称
+     */
+    public String getToolName() {
+        return toolName;
+    }
+
+    /**
+     * 设置工具名称。
+     *
+     * @param toolName 工具名称
+     */
+    public void setToolName(String toolName) {
+        this.toolName = toolName;
+    }
+
+    /**
+     * 获取工具展示名称。
+     *
+     * @return 工具展示名称
+     */
+    public String getToolDisplayName() {
+        return toolDisplayName;
+    }
+
+    /**
+     * 设置工具展示名称。
+     *
+     * @param toolDisplayName 工具展示名称
+     */
+    public void setToolDisplayName(String toolDisplayName) {
+        this.toolDisplayName = toolDisplayName;
+    }
+
+    /**
+     * 获取工具类型。
+     *
+     * @return 工具类型
+     */
+    public String getToolType() {
+        return toolType;
+    }
+
+    /**
+     * 设置工具类型。
+     *
+     * @param toolType 工具类型
+     */
+    public void setToolType(String toolType) {
+        this.toolType = toolType;
+    }
+
+    /**
+     * 获取工具入参。
+     *
+     * @return 工具入参
+     */
+    public Map<String, Object> getInput() {
+        return input;
+    }
+
+    /**
+     * 设置工具入参。
+     *
+     * @param input 工具入参
+     */
+    public void setInput(Map<String, Object> input) {
+        this.input = input == null ? new LinkedHashMap<>() : input;
+    }
+
+    /**
+     * 获取过期时间。
+     *
+     * @return 过期时间
+     */
+    public String getExpiresAt() {
+        return expiresAt;
+    }
+
+    /**
+     * 设置过期时间。
+     *
+     * @param expiresAt 过期时间
+     */
+    public void setExpiresAt(String expiresAt) {
+        this.expiresAt = expiresAt;
+    }
+
+    /**
+     * 获取扩展元数据。
+     *
+     * @return 扩展元数据
+     */
+    public Map<String, Object> getMetadata() {
+        return metadata;
+    }
+
+    /**
+     * 设置扩展元数据。
+     *
+     * @param metadata 扩展元数据
+     */
+    public void setMetadata(Map<String, Object> metadata) {
+        this.metadata = metadata == null ? new LinkedHashMap<>() : metadata;
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/asynctool/AbstractAgentAsyncSubTools.java

@@ -0,0 +1,310 @@
+package tech.easyflow.agent.runtime.asynctool;
+
+import com.easyagents.agent.runtime.tool.AgentToolContext;
+import com.easyagents.agent.runtime.tool.asynctool.*;
+import org.springframework.scheduling.concurrent.ThreadPoolTaskExecutor;
+import org.springframework.util.StringUtils;
+import tech.easyflow.agent.runtime.tool.AgentToolExecutionResult;
+import tech.easyflow.common.web.exceptions.BusinessException;
+
+import java.time.Instant;
+import java.util.*;
+
+/**
+ * EasyFlow Agent 异步业务工具基类。
+ */
+public abstract class AbstractAgentAsyncSubTools implements AsyncSubTools {
+
+    private static final String ERROR_TYPE_NOT_FOUND = "TASK_NOT_FOUND";
+    private static final String ERROR_TYPE_EXCEPTION = "EXCEPTION";
+
+    private final AgentAsyncToolTaskStore taskStore;
+    private final ThreadPoolTaskExecutor taskExecutor;
+
+    /**
+     * 创建异步业务工具基类。
+     *
+     * @param taskStore 任务存储
+     * @param taskExecutor 后台执行器
+     */
+    protected AbstractAgentAsyncSubTools(AgentAsyncToolTaskStore taskStore,
+                                         ThreadPoolTaskExecutor taskExecutor) {
+        this.taskStore = taskStore;
+        this.taskExecutor = taskExecutor;
+    }
+
+    /**
+     * 获取工具类型。
+     *
+     * @return 工具类型
+     */
+    protected abstract String toolType();
+
+    /**
+     * 获取运行时工具名。
+     *
+     * @return 运行时工具名
+     */
+    protected abstract String toolName();
+
+    /**
+     * 获取用户可见工具名称。
+     *
+     * @return 用户可见工具名称
+     */
+    protected abstract String displayName();
+
+    /**
+     * 获取业务资源 ID。
+     *
+     * @return 业务资源 ID
+     */
+    protected abstract String businessId();
+
+    /**
+     * 执行业务工具。
+     *
+     * @param arguments 调用参数
+     * @return 执行结果
+     */
+    protected abstract AgentToolExecutionResult executeBusiness(Map<String, Object> arguments);
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public AsyncToolSubmitResult submit(Map<String, Object> arguments, AgentToolContext context) {
+        String sessionId = requireSessionId(context);
+        String taskId = newTaskId();
+        AgentAsyncToolTaskRecord record = new AgentAsyncToolTaskRecord();
+        record.setTaskId(taskId);
+        record.setToolType(toolType());
+        record.setToolName(toolName());
+        record.setBusinessId(businessId());
+        record.setStatus(AsyncToolTaskStatus.PENDING);
+        record.setArguments(arguments == null ? Map.of() : new LinkedHashMap<>(arguments));
+        record.setSummary(displayName() + "任务已提交");
+        record.setRequestId(context == null ? null : context.getRequestId());
+        record.setTraceId(context == null ? null : context.getTraceId());
+        record.setSessionId(sessionId);
+        record.setAgentId(context == null ? null : context.getAgentId());
+        record.setToolCallId(context == null ? null : context.getToolCallId());
+        record.getMetadata().put("toolDisplayName", displayName());
+        appendEvent(record, "SUBMITTED", displayName() + "任务已提交");
+        taskStore.create(record);
+        dispatch(sessionId, record.getTaskId(), record.getArguments());
+
+        AsyncToolSubmitResult result = new AsyncToolSubmitResult();
+        result.setTaskId(taskId);
+        result.setStatus(AsyncToolTaskStatus.PENDING);
+        result.setCursor(0L);
+        result.setSummary(record.getSummary());
+        result.setNextAction(toolName() + "_observe 查看任务进度。");
+        result.getMetadata().put("toolDisplayName", displayName());
+        return result;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public AsyncToolTaskView observe(AsyncToolObserveRequest request, AgentToolContext context) {
+        return taskView(request == null ? null : request.getTaskId(),
+                request == null ? null : request.getCursor(),
+                request == null ? null : request.getLimit(),
+                context);
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public AsyncToolTaskView result(AsyncToolResultRequest request, AgentToolContext context) {
+        return taskView(request == null ? null : request.getTaskId(),
+                request == null ? null : request.getCursor(),
+                request == null ? null : request.getLimit(),
+                context);
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public AsyncToolCancelResult cancel(AsyncToolCancelRequest request, AgentToolContext context) {
+        AsyncToolCancelResult result = new AsyncToolCancelResult();
+        result.setTaskId(request == null ? null : request.getTaskId());
+        result.setStatus(AsyncToolTaskStatus.FAILED);
+        result.setErrorMessage("当前异步工具不支持取消正在执行的任务");
+        result.setMessage("不支持取消");
+        result.getMetadata().put("toolDisplayName", displayName());
+        return result;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public AsyncToolTaskListResult list(AsyncToolListRequest request, AgentToolContext context) {
+        String sessionId = requireSessionId(context);
+        AsyncToolTaskStatus status = request == null ? null : request.getStatus();
+        List<AsyncToolTaskSummary> tasks = new ArrayList<>();
+        for (AgentAsyncToolTaskRecord record : taskStore.list(sessionId, status)) {
+            tasks.add(summary(record));
+        }
+        AsyncToolTaskListResult result = new AsyncToolTaskListResult();
+        result.setTasks(tasks);
+        result.getMetadata().put("toolDisplayName", displayName());
+        return result;
+    }
+
+    private void dispatch(String sessionId, String taskId, Map<String, Object> arguments) {
+        try {
+            taskExecutor.execute(() -> executeTask(sessionId, taskId, arguments));
+        } catch (Exception e) {
+            taskStore.update(sessionId, taskId, record -> fail(record, e));
+            throw new BusinessException("提交异步工具任务失败：" + safeMessage(e));
+        }
+    }
+
+    private void executeTask(String sessionId, String taskId, Map<String, Object> arguments) {
+        try {
+            taskStore.update(sessionId, taskId, record -> {
+                record.setStatus(AsyncToolTaskStatus.RUNNING);
+                record.setSummary(displayName() + "任务执行中");
+                appendEvent(record, "RUNNING", displayName() + "任务执行中");
+                return record;
+            });
+            AgentToolExecutionResult executionResult = executeBusiness(arguments);
+            taskStore.update(sessionId, taskId, record -> {
+                record.setStatus(AsyncToolTaskStatus.SUCCEEDED);
+                record.setSummary(displayName() + "任务已完成");
+                record.setResult(executionResult == null ? null : executionResult.getResult());
+                record.setBusinessExecutionId(executionResult == null ? null : executionResult.getBusinessExecutionId());
+                appendEvent(record, "SUCCEEDED", displayName() + "任务已完成");
+                return record;
+            });
+        } catch (Exception e) {
+            taskStore.update(sessionId, taskId, record -> fail(record, e));
+        }
+    }
+
+    private AgentAsyncToolTaskRecord fail(AgentAsyncToolTaskRecord record, Exception error) {
+        record.setStatus(AsyncToolTaskStatus.FAILED);
+        record.setSummary(displayName() + "任务执行失败");
+        record.setErrorType(ERROR_TYPE_EXCEPTION);
+        record.setErrorMessage(safeMessage(error));
+        appendEvent(record, "FAILED", record.getErrorMessage());
+        return record;
+    }
+
+    private AsyncToolTaskView taskView(String taskId, Long cursor, Integer limit, AgentToolContext context) {
+        String sessionId = requireSessionId(context);
+        if (!StringUtils.hasText(taskId)) {
+            return notFoundView(taskId, cursor, "任务 ID 不能为空");
+        }
+        return taskStore.get(sessionId, taskId)
+                .map(record -> toView(record, cursor, limit))
+                .orElseGet(() -> notFoundView(taskId, cursor, "异步工具任务不存在或已过期"));
+    }
+
+    private AsyncToolTaskView toView(AgentAsyncToolTaskRecord record, Long cursor, Integer limit) {
+        long safeCursor = cursor == null ? 0L : Math.max(0L, cursor);
+        int safeLimit = limit == null || limit <= 0 ? 20 : Math.min(limit, 100);
+        List<AsyncToolTaskEvent> events = new ArrayList<>();
+        for (AsyncToolTaskEvent event : record.getEvents()) {
+            if (event.getSequence() != null && event.getSequence() > safeCursor) {
+                events.add(event);
+            }
+            if (events.size() >= safeLimit) {
+                break;
+            }
+        }
+        Long nextCursor = events.isEmpty()
+                ? safeCursor
+                : events.get(events.size() - 1).getSequence();
+        AsyncToolTaskView view = new AsyncToolTaskView();
+        view.setTaskId(record.getTaskId());
+        view.setStatus(record.getStatus());
+        view.setCursor(safeCursor);
+        view.setNextCursor(nextCursor);
+        view.setSummary(record.getSummary());
+        view.setNextAction(nextAction(record.getStatus()));
+        view.setEvents(events);
+        view.setResult(record.getResult());
+        view.setErrorMessage(record.getErrorMessage());
+        view.setErrorType(record.getErrorType());
+        view.setTerminal(record.getStatus() != null && record.getStatus().isTerminal());
+        view.setResultAvailable(record.getStatus() == AsyncToolTaskStatus.SUCCEEDED && record.getResult() != null);
+        view.getMetadata().put("toolDisplayName", displayName());
+        putIfNotNull(view.getPayload(), "businessId", record.getBusinessId());
+        putIfNotNull(view.getPayload(), "businessExecutionId", record.getBusinessExecutionId());
+        return view;
+    }
+
+    private AsyncToolTaskView notFoundView(String taskId, Long cursor, String message) {
+        AsyncToolTaskView view = new AsyncToolTaskView();
+        view.setTaskId(taskId);
+        view.setStatus(AsyncToolTaskStatus.FAILED);
+        view.setCursor(cursor == null ? 0L : cursor);
+        view.setNextCursor(cursor == null ? 0L : cursor);
+        view.setSummary(message);
+        view.setErrorType(ERROR_TYPE_NOT_FOUND);
+        view.setErrorMessage(message);
+        view.setTerminal(true);
+        view.setResultAvailable(false);
+        view.getMetadata().put("toolDisplayName", displayName());
+        return view;
+    }
+
+    private AsyncToolTaskSummary summary(AgentAsyncToolTaskRecord record) {
+        AsyncToolTaskSummary summary = new AsyncToolTaskSummary();
+        summary.setTaskId(record.getTaskId());
+        summary.setStatus(record.getStatus());
+        summary.setSummary(record.getSummary());
+        summary.setCreatedAt(record.getCreatedAt());
+        summary.setUpdatedAt(record.getUpdatedAt());
+        summary.getPayload().put("toolName", record.getToolName());
+        summary.getPayload().put("toolDisplayName", displayName());
+        return summary;
+    }
+
+    private void appendEvent(AgentAsyncToolTaskRecord record, String type, String text) {
+        AsyncToolTaskEvent event = new AsyncToolTaskEvent();
+        event.setSequence((long) record.getEvents().size() + 1L);
+        event.setType(type);
+        event.setText(text);
+        event.setCreatedAt(Instant.now());
+        record.getEvents().add(event);
+    }
+
+    private String nextAction(AsyncToolTaskStatus status) {
+        if (status != null && status.isTerminal()) {
+            return "任务已结束。";
+        }
+        return toolName() + "_observe 继续查看任务进度。";
+    }
+
+    private String requireSessionId(AgentToolContext context) {
+        if (context == null || !StringUtils.hasText(context.getSessionId())) {
+            throw new BusinessException("异步工具任务缺少 Agent session 上下文");
+        }
+        return context.getSessionId();
+    }
+
+    private String newTaskId() {
+        String idPart = UUID.randomUUID().toString().replace("-", "");
+        return "async_" + idPart;
+    }
+
+    private void putIfNotNull(Map<String, Object> target, String key, Object value) {
+        if (value != null) {
+            target.put(key, value);
+        }
+    }
+
+    private String safeMessage(Exception e) {
+        return e == null || e.getMessage() == null || e.getMessage().isBlank()
+                ? "异步工具任务执行失败"
+                : e.getMessage();
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/asynctool/AgentAsyncToolTaskRecord.java

@@ -0,0 +1,362 @@
+package tech.easyflow.agent.runtime.asynctool;
+
+import com.easyagents.agent.runtime.tool.asynctool.AsyncToolTaskEvent;
+import com.easyagents.agent.runtime.tool.asynctool.AsyncToolTaskStatus;
+
+import java.time.Instant;
+import java.util.ArrayList;
+import java.util.LinkedHashMap;
+import java.util.List;
+import java.util.Map;
+
+/**
+ * Agent 异步工具任务 Redis 运行态记录。
+ */
+public class AgentAsyncToolTaskRecord {
+
+    private String taskId;
+    private String toolType;
+    private String toolName;
+    private String businessId;
+    private String businessExecutionId;
+    private String sessionScopedKey;
+    private Long ttlSeconds;
+    private AsyncToolTaskStatus status = AsyncToolTaskStatus.PENDING;
+    private Map<String, Object> arguments = new LinkedHashMap<>();
+    private String summary;
+    private Object result;
+    private String errorMessage;
+    private String errorType;
+    private List<AsyncToolTaskEvent> events = new ArrayList<>();
+    private String requestId;
+    private String traceId;
+    private String sessionId;
+    private String agentId;
+    private String toolCallId;
+    private Instant createdAt = Instant.now();
+    private Instant updatedAt = Instant.now();
+    private Map<String, Object> payload = new LinkedHashMap<>();
+    private Map<String, Object> metadata = new LinkedHashMap<>();
+
+    /**
+     * 获取任务 ID。
+     *
+     * @return 任务 ID
+     */
+    public String getTaskId() { return taskId; }
+
+    /**
+     * 设置任务 ID。
+     *
+     * @param taskId 任务 ID
+     */
+    public void setTaskId(String taskId) { this.taskId = taskId; }
+
+    /**
+     * 获取工具类型。
+     *
+     * @return 工具类型
+     */
+    public String getToolType() { return toolType; }
+
+    /**
+     * 设置工具类型。
+     *
+     * @param toolType 工具类型
+     */
+    public void setToolType(String toolType) { this.toolType = toolType; }
+
+    /**
+     * 获取工具名称。
+     *
+     * @return 工具名称
+     */
+    public String getToolName() { return toolName; }
+
+    /**
+     * 设置工具名称。
+     *
+     * @param toolName 工具名称
+     */
+    public void setToolName(String toolName) { this.toolName = toolName; }
+
+    /**
+     * 获取业务资源 ID。
+     *
+     * @return 业务资源 ID
+     */
+    public String getBusinessId() { return businessId; }
+
+    /**
+     * 设置业务资源 ID。
+     *
+     * @param businessId 业务资源 ID
+     */
+    public void setBusinessId(String businessId) { this.businessId = businessId; }
+
+    /**
+     * 获取业务执行记录 ID。
+     *
+     * @return 业务执行记录 ID
+     */
+    public String getBusinessExecutionId() { return businessExecutionId; }
+
+    /**
+     * 设置业务执行记录 ID。
+     *
+     * @param businessExecutionId 业务执行记录 ID
+     */
+    public void setBusinessExecutionId(String businessExecutionId) { this.businessExecutionId = businessExecutionId; }
+
+    /**
+     * 获取会话内任务存储 key。
+     *
+     * @return 会话内任务存储 key
+     */
+    public String getSessionScopedKey() { return sessionScopedKey; }
+
+    /**
+     * 设置会话内任务存储 key。
+     *
+     * @param sessionScopedKey 会话内任务存储 key
+     */
+    public void setSessionScopedKey(String sessionScopedKey) { this.sessionScopedKey = sessionScopedKey; }
+
+    /**
+     * 获取任务 TTL 秒数。
+     *
+     * @return TTL 秒数
+     */
+    public Long getTtlSeconds() { return ttlSeconds; }
+
+    /**
+     * 设置任务 TTL 秒数。
+     *
+     * @param ttlSeconds TTL 秒数
+     */
+    public void setTtlSeconds(Long ttlSeconds) { this.ttlSeconds = ttlSeconds; }
+
+    /**
+     * 获取任务状态。
+     *
+     * @return 任务状态
+     */
+    public AsyncToolTaskStatus getStatus() { return status; }
+
+    /**
+     * 设置任务状态。
+     *
+     * @param status 任务状态
+     */
+    public void setStatus(AsyncToolTaskStatus status) { this.status = status == null ? AsyncToolTaskStatus.PENDING : status; }
+
+    /**
+     * 获取任务参数。
+     *
+     * @return 任务参数
+     */
+    public Map<String, Object> getArguments() { return arguments; }
+
+    /**
+     * 设置任务参数。
+     *
+     * @param arguments 任务参数
+     */
+    public void setArguments(Map<String, Object> arguments) { this.arguments = arguments == null ? new LinkedHashMap<>() : arguments; }
+
+    /**
+     * 获取任务摘要。
+     *
+     * @return 任务摘要
+     */
+    public String getSummary() { return summary; }
+
+    /**
+     * 设置任务摘要。
+     *
+     * @param summary 任务摘要
+     */
+    public void setSummary(String summary) { this.summary = summary; }
+
+    /**
+     * 获取任务结果。
+     *
+     * @return 任务结果
+     */
+    public Object getResult() { return result; }
+
+    /**
+     * 设置任务结果。
+     *
+     * @param result 任务结果
+     */
+    public void setResult(Object result) { this.result = result; }
+
+    /**
+     * 获取错误消息。
+     *
+     * @return 错误消息
+     */
+    public String getErrorMessage() { return errorMessage; }
+
+    /**
+     * 设置错误消息。
+     *
+     * @param errorMessage 错误消息
+     */
+    public void setErrorMessage(String errorMessage) { this.errorMessage = errorMessage; }
+
+    /**
+     * 获取错误类型。
+     *
+     * @return 错误类型
+     */
+    public String getErrorType() { return errorType; }
+
+    /**
+     * 设置错误类型。
+     *
+     * @param errorType 错误类型
+     */
+    public void setErrorType(String errorType) { this.errorType = errorType; }
+
+    /**
+     * 获取任务事件列表。
+     *
+     * @return 任务事件列表
+     */
+    public List<AsyncToolTaskEvent> getEvents() { return events; }
+
+    /**
+     * 设置任务事件列表。
+     *
+     * @param events 任务事件列表
+     */
+    public void setEvents(List<AsyncToolTaskEvent> events) { this.events = events == null ? new ArrayList<>() : events; }
+
+    /**
+     * 获取请求 ID。
+     *
+     * @return 请求 ID
+     */
+    public String getRequestId() { return requestId; }
+
+    /**
+     * 设置请求 ID。
+     *
+     * @param requestId 请求 ID
+     */
+    public void setRequestId(String requestId) { this.requestId = requestId; }
+
+    /**
+     * 获取链路 ID。
+     *
+     * @return 链路 ID
+     */
+    public String getTraceId() { return traceId; }
+
+    /**
+     * 设置链路 ID。
+     *
+     * @param traceId 链路 ID
+     */
+    public void setTraceId(String traceId) { this.traceId = traceId; }
+
+    /**
+     * 获取 Agent Runtime session ID。
+     *
+     * @return session ID
+     */
+    public String getSessionId() { return sessionId; }
+
+    /**
+     * 设置 Agent Runtime session ID。
+     *
+     * @param sessionId session ID
+     */
+    public void setSessionId(String sessionId) { this.sessionId = sessionId; }
+
+    /**
+     * 获取 Agent ID。
+     *
+     * @return Agent ID
+     */
+    public String getAgentId() { return agentId; }
+
+    /**
+     * 设置 Agent ID。
+     *
+     * @param agentId Agent ID
+     */
+    public void setAgentId(String agentId) { this.agentId = agentId; }
+
+    /**
+     * 获取工具调用 ID。
+     *
+     * @return 工具调用 ID
+     */
+    public String getToolCallId() { return toolCallId; }
+
+    /**
+     * 设置工具调用 ID。
+     *
+     * @param toolCallId 工具调用 ID
+     */
+    public void setToolCallId(String toolCallId) { this.toolCallId = toolCallId; }
+
+    /**
+     * 获取创建时间。
+     *
+     * @return 创建时间
+     */
+    public Instant getCreatedAt() { return createdAt; }
+
+    /**
+     * 设置创建时间。
+     *
+     * @param createdAt 创建时间
+     */
+    public void setCreatedAt(Instant createdAt) { this.createdAt = createdAt == null ? Instant.now() : createdAt; }
+
+    /**
+     * 获取更新时间。
+     *
+     * @return 更新时间
+     */
+    public Instant getUpdatedAt() { return updatedAt; }
+
+    /**
+     * 设置更新时间。
+     *
+     * @param updatedAt 更新时间
+     */
+    public void setUpdatedAt(Instant updatedAt) { this.updatedAt = updatedAt == null ? Instant.now() : updatedAt; }
+
+    /**
+     * 获取业务载荷。
+     *
+     * @return 业务载荷
+     */
+    public Map<String, Object> getPayload() { return payload; }
+
+    /**
+     * 设置业务载荷。
+     *
+     * @param payload 业务载荷
+     */
+    public void setPayload(Map<String, Object> payload) { this.payload = payload == null ? new LinkedHashMap<>() : payload; }
+
+    /**
+     * 获取元数据。
+     *
+     * @return 元数据
+     */
+    public Map<String, Object> getMetadata() { return metadata; }
+
+    /**
+     * 设置元数据。
+     *
+     * @param metadata 元数据
+     */
+    public void setMetadata(Map<String, Object> metadata) { this.metadata = metadata == null ? new LinkedHashMap<>() : metadata; }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/asynctool/AgentAsyncToolTaskStore.java

@@ -0,0 +1,48 @@
+package tech.easyflow.agent.runtime.asynctool;
+
+import com.easyagents.agent.runtime.tool.asynctool.AsyncToolTaskStatus;
+
+import java.util.List;
+import java.util.Optional;
+import java.util.function.UnaryOperator;
+
+/**
+ * Agent 异步工具任务运行态存储。
+ */
+public interface AgentAsyncToolTaskStore {
+
+    /**
+     * 创建任务记录。
+     *
+     * @param record 任务记录
+     */
+    void create(AgentAsyncToolTaskRecord record);
+
+    /**
+     * 获取当前 session 下的任务记录。
+     *
+     * @param sessionId Agent Runtime session ID
+     * @param taskId 任务 ID
+     * @return 任务记录
+     */
+    Optional<AgentAsyncToolTaskRecord> get(String sessionId, String taskId);
+
+    /**
+     * 更新当前 session 下的任务记录。
+     *
+     * @param sessionId Agent Runtime session ID
+     * @param taskId 任务 ID
+     * @param updater 更新函数
+     * @return 更新后的任务记录
+     */
+    Optional<AgentAsyncToolTaskRecord> update(String sessionId, String taskId, UnaryOperator<AgentAsyncToolTaskRecord> updater);
+
+    /**
+     * 查询当前 session 下可见任务。
+     *
+     * @param sessionId Agent Runtime session ID
+     * @param status 状态过滤；为空时返回全部未过期任务
+     * @return 任务列表
+     */
+    List<AgentAsyncToolTaskRecord> list(String sessionId, AsyncToolTaskStatus status);
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/asynctool/PluginAsyncSubTools.java

@@ -0,0 +1,83 @@
+package tech.easyflow.agent.runtime.asynctool;
+
+import org.springframework.scheduling.concurrent.ThreadPoolTaskExecutor;
+import tech.easyflow.agent.enums.AgentToolType;
+import tech.easyflow.agent.runtime.tool.AgentToolExecutionResult;
+import tech.easyflow.agent.runtime.tool.PluginToolExecutor;
+import tech.easyflow.ai.entity.PluginItem;
+
+import java.util.Map;
+
+/**
+ * Plugin 异步工具子能力实现。
+ */
+public class PluginAsyncSubTools extends AbstractAgentAsyncSubTools {
+
+    private final PluginItem pluginItem;
+    private final String toolName;
+    private final String displayName;
+    private final PluginToolExecutor pluginToolExecutor;
+
+    /**
+     * 创建 Plugin 异步工具子能力。
+     *
+     * @param pluginItem 插件工具快照
+     * @param toolName runtime 工具名
+     * @param displayName 用户可见名称
+     * @param pluginToolExecutor Plugin 执行器
+     * @param taskStore 任务存储
+     * @param taskExecutor 后台执行器
+     */
+    public PluginAsyncSubTools(PluginItem pluginItem,
+                               String toolName,
+                               String displayName,
+                               PluginToolExecutor pluginToolExecutor,
+                               AgentAsyncToolTaskStore taskStore,
+                               ThreadPoolTaskExecutor taskExecutor) {
+        super(taskStore, taskExecutor);
+        this.pluginItem = pluginItem;
+        this.toolName = toolName;
+        this.displayName = displayName;
+        this.pluginToolExecutor = pluginToolExecutor;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    protected String toolType() {
+        return AgentToolType.PLUGIN.name();
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    protected String toolName() {
+        return toolName;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    protected String displayName() {
+        return displayName;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    protected String businessId() {
+        return pluginItem == null || pluginItem.getId() == null ? null : String.valueOf(pluginItem.getId());
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    protected AgentToolExecutionResult executeBusiness(Map<String, Object> arguments) {
+        return pluginToolExecutor.execute(pluginItem, arguments);
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/asynctool/RedisAgentAsyncToolTaskStore.java

@@ -0,0 +1,172 @@
+package tech.easyflow.agent.runtime.asynctool;
+
+import com.easyagents.agent.runtime.tool.asynctool.AsyncToolTaskStatus;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import org.springframework.data.redis.core.Cursor;
+import org.springframework.data.redis.core.ScanOptions;
+import org.springframework.data.redis.core.StringRedisTemplate;
+import org.springframework.stereotype.Service;
+import org.springframework.util.StringUtils;
+import tech.easyflow.agent.config.AgentRuntimeProperties;
+import tech.easyflow.common.web.exceptions.BusinessException;
+
+import java.time.Duration;
+import java.time.Instant;
+import java.util.ArrayList;
+import java.util.Comparator;
+import java.util.List;
+import java.util.Optional;
+import java.util.concurrent.TimeUnit;
+import java.util.function.UnaryOperator;
+
+/**
+ * 基于 Redis 单 key 的 Agent 异步工具任务存储。
+ */
+@Service
+public class RedisAgentAsyncToolTaskStore implements AgentAsyncToolTaskStore {
+
+    private static final String KEY_PREFIX = "easyflow:agent:async-tool:";
+
+    private final StringRedisTemplate stringRedisTemplate;
+    private final ObjectMapper objectMapper;
+    private final AgentRuntimeProperties properties;
+
+    /**
+     * 创建 Redis 任务存储。
+     *
+     * @param stringRedisTemplate Redis 字符串模板
+     * @param objectMapper JSON mapper
+     * @param properties Agent runtime 配置
+     */
+    public RedisAgentAsyncToolTaskStore(StringRedisTemplate stringRedisTemplate,
+                                        ObjectMapper objectMapper,
+                                        AgentRuntimeProperties properties) {
+        this.stringRedisTemplate = stringRedisTemplate;
+        this.objectMapper = objectMapper;
+        this.properties = properties;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public void create(AgentAsyncToolTaskRecord record) {
+        if (record == null) {
+            throw new BusinessException("异步工具任务不能为空");
+        }
+        String sessionId = requireText(record.getSessionId(), "异步工具任务 sessionId 不能为空");
+        String taskId = requireText(record.getTaskId(), "异步工具任务 taskId 不能为空");
+        record.setSessionScopedKey(key(sessionId, taskId));
+        Duration ttl = taskTtl();
+        record.setTtlSeconds(ttl.toSeconds());
+        write(record, ttl);
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public Optional<AgentAsyncToolTaskRecord> get(String sessionId, String taskId) {
+        String value = stringRedisTemplate.opsForValue().get(key(sessionId, taskId));
+        if (!StringUtils.hasText(value)) {
+            return Optional.empty();
+        }
+        return Optional.of(read(value));
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public Optional<AgentAsyncToolTaskRecord> update(String sessionId,
+                                                     String taskId,
+                                                     UnaryOperator<AgentAsyncToolTaskRecord> updater) {
+        Optional<AgentAsyncToolTaskRecord> existing = get(sessionId, taskId);
+        if (existing.isEmpty()) {
+            return Optional.empty();
+        }
+        AgentAsyncToolTaskRecord updated = updater == null ? existing.get() : updater.apply(existing.get());
+        if (updated == null) {
+            return Optional.empty();
+        }
+        updated.setUpdatedAt(Instant.now());
+        write(updated, remainingTtl(sessionId, taskId));
+        return Optional.of(updated);
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public List<AgentAsyncToolTaskRecord> list(String sessionId, AsyncToolTaskStatus status) {
+        String safeSessionId = requireText(sessionId, "异步工具任务 sessionId 不能为空");
+        List<AgentAsyncToolTaskRecord> result = new ArrayList<>();
+        ScanOptions options = ScanOptions.scanOptions().match(KEY_PREFIX + safeSessionId + ":*").count(100).build();
+        try (Cursor<String> cursor = stringRedisTemplate.scan(options)) {
+            while (cursor.hasNext()) {
+                String key = cursor.next();
+                String value = stringRedisTemplate.opsForValue().get(key);
+                if (!StringUtils.hasText(value)) {
+                    continue;
+                }
+                AgentAsyncToolTaskRecord record = read(value);
+                if (status == null || status == record.getStatus()) {
+                    result.add(record);
+                }
+            }
+        }
+        result.sort(Comparator.comparing(AgentAsyncToolTaskRecord::getCreatedAt,
+                Comparator.nullsLast(Comparator.reverseOrder())));
+        return result;
+    }
+
+    private void write(AgentAsyncToolTaskRecord record, Duration ttl) {
+        try {
+            stringRedisTemplate.opsForValue().set(record.getSessionScopedKey(),
+                    objectMapper.writeValueAsString(record), Math.max(1L, ttl.toSeconds()), TimeUnit.SECONDS);
+        } catch (Exception e) {
+            throw new BusinessException("写入异步工具任务状态失败：" + safeMessage(e));
+        }
+    }
+
+    private AgentAsyncToolTaskRecord read(String value) {
+        try {
+            return objectMapper.readValue(value, AgentAsyncToolTaskRecord.class);
+        } catch (Exception e) {
+            throw new BusinessException("读取异步工具任务状态失败：" + safeMessage(e));
+        }
+    }
+
+    private Duration remainingTtl(String sessionId, String taskId) {
+        Long seconds = stringRedisTemplate.getExpire(key(sessionId, taskId), TimeUnit.SECONDS);
+        if (seconds == null || seconds <= 0L) {
+            return taskTtl();
+        }
+        return Duration.ofSeconds(seconds);
+    }
+
+    private Duration taskTtl() {
+        Duration ttl = properties == null ? Duration.ofHours(24) : properties.getAsyncToolTaskTtl();
+        return ttl == null || ttl.isZero() || ttl.isNegative() ? Duration.ofHours(24) : ttl;
+    }
+
+    private String key(String sessionId, String taskId) {
+        return KEY_PREFIX
+                + requireText(sessionId, "异步工具任务 sessionId 不能为空")
+                + ":"
+                + requireText(taskId, "异步工具任务 taskId 不能为空");
+    }
+
+    private String requireText(String value, String message) {
+        if (!StringUtils.hasText(value)) {
+            throw new BusinessException(message);
+        }
+        return value.trim();
+    }
+
+    private String safeMessage(Exception e) {
+        return e == null || e.getMessage() == null || e.getMessage().isBlank()
+                ? "未知错误"
+                : e.getMessage();
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/asynctool/WorkflowAsyncSubTools.java

@@ -0,0 +1,83 @@
+package tech.easyflow.agent.runtime.asynctool;
+
+import org.springframework.scheduling.concurrent.ThreadPoolTaskExecutor;
+import tech.easyflow.agent.enums.AgentToolType;
+import tech.easyflow.agent.runtime.tool.AgentToolExecutionResult;
+import tech.easyflow.agent.runtime.tool.WorkflowToolExecutor;
+import tech.easyflow.ai.entity.Workflow;
+
+import java.util.Map;
+
+/**
+ * Workflow 异步工具子能力实现。
+ */
+public class WorkflowAsyncSubTools extends AbstractAgentAsyncSubTools {
+
+    private final Workflow workflow;
+    private final String toolName;
+    private final String displayName;
+    private final WorkflowToolExecutor workflowToolExecutor;
+
+    /**
+     * 创建 Workflow 异步工具子能力。
+     *
+     * @param workflow 工作流快照
+     * @param toolName runtime 工具名
+     * @param displayName 用户可见名称
+     * @param workflowToolExecutor Workflow 执行器
+     * @param taskStore 任务存储
+     * @param taskExecutor 后台执行器
+     */
+    public WorkflowAsyncSubTools(Workflow workflow,
+                                 String toolName,
+                                 String displayName,
+                                 WorkflowToolExecutor workflowToolExecutor,
+                                 AgentAsyncToolTaskStore taskStore,
+                                 ThreadPoolTaskExecutor taskExecutor) {
+        super(taskStore, taskExecutor);
+        this.workflow = workflow;
+        this.toolName = toolName;
+        this.displayName = displayName;
+        this.workflowToolExecutor = workflowToolExecutor;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    protected String toolType() {
+        return AgentToolType.WORKFLOW.name();
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    protected String toolName() {
+        return toolName;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    protected String displayName() {
+        return displayName;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    protected String businessId() {
+        return workflow == null || workflow.getId() == null ? null : String.valueOf(workflow.getId());
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    protected AgentToolExecutionResult executeBusiness(Map<String, Object> arguments) {
+        return workflowToolExecutor.execute(workflow, arguments);
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/event/AgentRunEventRecorder.java

@@ -0,0 +1,19 @@
+package tech.easyflow.agent.runtime.event;
+
+import com.easyagents.agent.runtime.event.AgentRuntimeEvent;
+import tech.easyflow.core.runtime.ChatRuntimeContext;
+
+/**
+ * Agent 运行事件落库记录器。
+ */
+public interface AgentRunEventRecorder {
+
+    /**
+     * 记录运行事件。
+     *
+     * @param requestId 请求 ID
+     * @param chatContext 聊天上下文
+     * @param event 运行时事件
+     */
+    void record(String requestId, ChatRuntimeContext chatContext, AgentRuntimeEvent event);
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/event/MySqlAgentRunEventRecorder.java

@@ -0,0 +1,127 @@
+package tech.easyflow.agent.runtime.event;
+
+import com.easyagents.agent.runtime.event.AgentRuntimeEvent;
+import com.easyagents.agent.runtime.event.AgentRuntimeEventType;
+import org.springframework.stereotype.Service;
+import tech.easyflow.agent.entity.AgentRunEventRecord;
+import tech.easyflow.agent.mapper.AgentRunEventRecordMapper;
+import tech.easyflow.core.runtime.ChatRuntimeContext;
+import tech.easyflow.core.runtime.ChatRuntimeExtKeys;
+
+import java.math.BigInteger;
+import java.time.Instant;
+import java.util.Date;
+import java.util.LinkedHashMap;
+import java.util.Map;
+
+/**
+ * MySQL Agent 运行事件记录器。
+ */
+@Service
+public class MySqlAgentRunEventRecorder implements AgentRunEventRecorder {
+
+    private final AgentRunEventRecordMapper eventRecordMapper;
+
+    /**
+     * 创建记录器。
+     *
+     * @param eventRecordMapper 事件 Mapper
+     */
+    public MySqlAgentRunEventRecorder(AgentRunEventRecordMapper eventRecordMapper) {
+        this.eventRecordMapper = eventRecordMapper;
+    }
+
+    @Override
+    public void record(String requestId, ChatRuntimeContext chatContext, AgentRuntimeEvent event) {
+        if (event == null || event.getEventType() == null || !shouldPersist(event.getEventType())) {
+            return;
+        }
+        AgentRunEventRecord record = new AgentRunEventRecord();
+        record.setTenantId(chatContext == null ? null : chatContext.getTenantId());
+        record.setAgentId(resolveAgentId(event, chatContext));
+        record.setChatSessionId(chatContext == null ? null : chatContext.getSessionId());
+        record.setRoundId(resolveNumber(chatContext, ChatRuntimeExtKeys.CURRENT_ROUND_ID));
+        record.setRoundNo(resolveInteger(chatContext, ChatRuntimeExtKeys.CURRENT_ROUND_NO));
+        record.setVariantIndex(resolveInteger(chatContext, ChatRuntimeExtKeys.CURRENT_VARIANT_INDEX, 1));
+        record.setRequestId(firstText(requestId, stringValue(event.getPayload().get("requestId"))));
+        record.setEventId(event.getEventId());
+        record.setEventType(event.getEventType().name());
+        record.setEventPhase(stringValue(event.getMetadata().get("phase")));
+        record.setToolCallId(firstText(event.getToolCallId(), stringValue(event.getPayload().get("toolCallId"))));
+        record.setPayloadJson(new LinkedHashMap<>(event.getPayload() == null ? Map.of() : event.getPayload()));
+        record.setMetadataJson(new LinkedHashMap<>(event.getMetadata() == null ? Map.of() : event.getMetadata()));
+        record.setCreated(toDate(event.getCreatedAt()));
+        record.setCreatedBy(chatContext == null ? null : chatContext.getUserId());
+        eventRecordMapper.insert(record);
+    }
+
+    private boolean shouldPersist(AgentRuntimeEventType type) {
+        return type != AgentRuntimeEventType.MESSAGE_DELTA
+                && type != AgentRuntimeEventType.REASONING_DELTA
+                && type != AgentRuntimeEventType.STARTED
+                && type != AgentRuntimeEventType.COMPLETED;
+    }
+
+    private BigInteger resolveAgentId(AgentRuntimeEvent event, ChatRuntimeContext chatContext) {
+        String agentId = firstText(event.getAgentId(), stringValue(event.getPayload().get("agentId")));
+        if (agentId != null && !agentId.isBlank()) {
+            try {
+                return new BigInteger(agentId);
+            } catch (NumberFormatException ignored) {
+                return chatContext == null ? null : chatContext.getAssistantId();
+            }
+        }
+        return chatContext == null ? null : chatContext.getAssistantId();
+    }
+
+    private BigInteger resolveNumber(ChatRuntimeContext context, String key) {
+        Object value = context == null || context.getExt() == null ? null : context.getExt().get(key);
+        if (value instanceof BigInteger bigInteger) {
+            return bigInteger;
+        }
+        if (value instanceof Number number) {
+            return BigInteger.valueOf(number.longValue());
+        }
+        String text = stringValue(value);
+        if (text == null || text.isBlank()) {
+            return null;
+        }
+        try {
+            return new BigInteger(text);
+        } catch (NumberFormatException ignored) {
+            return null;
+        }
+    }
+
+    private Integer resolveInteger(ChatRuntimeContext context, String key) {
+        return resolveInteger(context, key, null);
+    }
+
+    private Integer resolveInteger(ChatRuntimeContext context, String key, Integer defaultValue) {
+        Object value = context == null || context.getExt() == null ? null : context.getExt().get(key);
+        if (value instanceof Number number) {
+            return number.intValue();
+        }
+        String text = stringValue(value);
+        if (text == null || text.isBlank()) {
+            return defaultValue;
+        }
+        try {
+            return Integer.parseInt(text);
+        } catch (NumberFormatException ignored) {
+            return defaultValue;
+        }
+    }
+
+    private Date toDate(Instant instant) {
+        return instant == null ? new Date() : Date.from(instant);
+    }
+
+    private String firstText(String left, String right) {
+        return left != null && !left.isBlank() ? left : right;
+    }
+
+    private String stringValue(Object value) {
+        return value == null ? null : String.valueOf(value);
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/hitl/AgentHitlPendingExpirationTask.java

@@ -0,0 +1,47 @@
+package tech.easyflow.agent.runtime.hitl;
+
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springframework.scheduling.annotation.Scheduled;
+import org.springframework.stereotype.Component;
+import tech.easyflow.agent.entity.AgentHitlPending;
+import tech.easyflow.common.cache.DistributedScheduledLock;
+
+import java.util.List;
+
+/**
+ * Agent 工具审批 pending 过期清理任务。
+ */
+@Component
+public class AgentHitlPendingExpirationTask {
+
+    private static final Logger LOG = LoggerFactory.getLogger(AgentHitlPendingExpirationTask.class);
+    private static final int BATCH_SIZE = 100;
+
+    private final AgentHitlPendingService pendingService;
+
+    /**
+     * 创建任务。
+     *
+     * @param pendingService pending 服务
+     */
+    public AgentHitlPendingExpirationTask(AgentHitlPendingService pendingService) {
+        this.pendingService = pendingService;
+    }
+
+    /**
+     * 定期将超时 pending 标记为 EXPIRED。
+     */
+    @Scheduled(fixedDelayString = "${easyflow.agent.runtime.hitl-expire-scan-delay:60000}", initialDelay = 60000L)
+    @DistributedScheduledLock(key = "easyflow:schedule:agent-hitl:expire-pending", leaseSeconds = 300L)
+    public void expirePending() {
+        try {
+            List<AgentHitlPending> expired = pendingService.expirePending(BATCH_SIZE);
+            if (!expired.isEmpty()) {
+                LOG.info("Expired Agent HITL pending records, count={}", expired.size());
+            }
+        } catch (RuntimeException e) {
+            LOG.warn("Expire Agent HITL pending records failed, message={}", e.getMessage(), e);
+        }
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/hitl/AgentHitlPendingService.java

@@ -0,0 +1,72 @@
+package tech.easyflow.agent.runtime.hitl;
+
+import com.easyagents.agent.runtime.event.AgentRuntimeEvent;
+import tech.easyflow.agent.entity.AgentHitlPending;
+import tech.easyflow.core.runtime.ChatRuntimeContext;
+
+import java.math.BigInteger;
+import java.util.List;
+
+/**
+ * Agent 工具审批 pending 持久化服务。
+ */
+public interface AgentHitlPendingService {
+
+    /**
+     * 从 TOOL_APPROVAL_REQUIRED 事件创建或刷新 pending。
+     *
+     * @param requestId 请求 ID
+     * @param chatContext 聊天上下文
+     * @param event 运行时事件
+     */
+    void recordApprovalRequired(String requestId, ChatRuntimeContext chatContext, AgentRuntimeEvent event);
+
+    /**
+     * 批准并原子消费 pending。
+     *
+     * @param resumeToken 恢复令牌
+     * @param operatorId 操作人 ID
+     * @return pending 记录
+     */
+    AgentHitlPending approve(String resumeToken, BigInteger operatorId);
+
+    /**
+     * 拒绝并原子消费 pending。
+     *
+     * @param resumeToken 恢复令牌
+     * @param operatorId 操作人 ID
+     * @param reason 拒绝原因
+     * @return pending 记录
+     */
+    AgentHitlPending reject(String resumeToken, BigInteger operatorId, String reason);
+
+    /**
+     * 取消指定请求的 pending。
+     *
+     * @param requestId 请求 ID
+     * @param reason 取消原因
+     */
+    void cancelByRequestId(String requestId, String reason);
+
+    /**
+     * 删除指定聊天会话的 pending。
+     *
+     * @param chatSessionId 聊天会话 ID
+     */
+    void deleteByChatSessionId(BigInteger chatSessionId);
+
+    /**
+     * 删除指定运行会话的 pending。
+     *
+     * @param runtimeSessionId 运行会话 ID
+     */
+    void deleteByRuntimeSessionId(String runtimeSessionId);
+
+    /**
+     * 过期 pending 并返回被过期的记录。
+     *
+     * @param limit 每批数量
+     * @return 过期记录
+     */
+    List<AgentHitlPending> expirePending(int limit);
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/hitl/AgentHitlPendingServiceImpl.java

@@ -0,0 +1,279 @@
+package tech.easyflow.agent.runtime.hitl;
+
+import com.easyagents.agent.runtime.event.AgentRuntimeEvent;
+import com.mybatisflex.core.query.QueryWrapper;
+import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
+import org.springframework.util.StringUtils;
+import tech.easyflow.agent.config.AgentRuntimeProperties;
+import tech.easyflow.agent.entity.AgentHitlPending;
+import tech.easyflow.agent.mapper.AgentHitlPendingMapper;
+import tech.easyflow.common.web.exceptions.BusinessException;
+import tech.easyflow.core.runtime.ChatRuntimeContext;
+
+import java.math.BigInteger;
+import java.time.Instant;
+import java.util.Date;
+import java.util.LinkedHashMap;
+import java.util.List;
+import java.util.Map;
+
+/**
+ * Agent 工具审批 pending 持久化服务实现。
+ */
+@Service
+public class AgentHitlPendingServiceImpl implements AgentHitlPendingService {
+
+    private final AgentHitlPendingMapper pendingMapper;
+    private final AgentRuntimeProperties properties;
+
+    /**
+     * 创建服务。
+     *
+     * @param pendingMapper pending Mapper
+     * @param properties Agent 运行态配置
+     */
+    public AgentHitlPendingServiceImpl(AgentHitlPendingMapper pendingMapper,
+                                       AgentRuntimeProperties properties) {
+        this.pendingMapper = pendingMapper;
+        this.properties = properties;
+    }
+
+    @Override
+    public void recordApprovalRequired(String requestId, ChatRuntimeContext chatContext, AgentRuntimeEvent event) {
+        if (event == null || event.getPayload() == null) {
+            return;
+        }
+        String resumeToken = stringValue(event.getPayload().get("resumeToken"));
+        if (!StringUtils.hasText(resumeToken)) {
+            return;
+        }
+        AgentHitlPending pending = findByToken(resumeToken);
+        Date now = new Date();
+        if (pending == null) {
+            pending = new AgentHitlPending();
+            pending.setResumeToken(resumeToken);
+            pending.setCreated(now);
+            pending.setCreatedBy(chatContext == null ? null : chatContext.getUserId());
+            pending.setIsDeleted(0);
+        }
+        pending.setTenantId(chatContext == null ? null : chatContext.getTenantId());
+        pending.setAgentId(resolveAgentId(event, chatContext));
+        pending.setChatSessionId(chatContext == null ? null : chatContext.getSessionId());
+        pending.setRuntimeSessionId(firstText(event.getSessionId(), stringValue(event.getPayload().get("sessionId"))));
+        pending.setRequestId(requestId);
+        pending.setToolCallId(firstText(event.getToolCallId(), stringValue(event.getPayload().get("toolCallId"))));
+        pending.setToolName(stringValue(event.getPayload().get("toolName")));
+        pending.setToolInputJson(mapValue(firstNonNull(event.getPayload().get("toolInput"), event.getPayload().get("input"))));
+        pending.setStatus(AgentHitlPendingStatus.PENDING.name());
+        pending.setExpiresAt(resolveExpiresAt(event));
+        pending.setMetadataJson(metadata(event));
+        pending.setModified(now);
+        pending.setModifiedBy(chatContext == null ? null : chatContext.getUserId());
+        pendingMapper.insertOrUpdate(pending);
+    }
+
+    @Override
+    @Transactional(rollbackFor = Exception.class)
+    public AgentHitlPending approve(String resumeToken, BigInteger operatorId) {
+        return consume(resumeToken, operatorId, AgentHitlPendingStatus.APPROVED, null);
+    }
+
+    @Override
+    @Transactional(rollbackFor = Exception.class)
+    public AgentHitlPending reject(String resumeToken, BigInteger operatorId, String reason) {
+        return consume(resumeToken, operatorId, AgentHitlPendingStatus.REJECTED, reason);
+    }
+
+    @Override
+    public void cancelByRequestId(String requestId, String reason) {
+        if (!StringUtils.hasText(requestId)) {
+            return;
+        }
+        List<AgentHitlPending> records = pendingMapper.selectListByQuery(QueryWrapper.create()
+                .eq("request_id", requestId)
+                .eq("status", AgentHitlPendingStatus.PENDING.name())
+                .eq("is_deleted", 0));
+        Date now = new Date();
+        for (AgentHitlPending record : records) {
+            record.setStatus(AgentHitlPendingStatus.CANCELLED.name());
+            record.setRejectReason(reason);
+            record.setConsumedAt(now);
+            record.setModified(now);
+            pendingMapper.update(record);
+        }
+    }
+
+    @Override
+    public void deleteByChatSessionId(BigInteger chatSessionId) {
+        if (chatSessionId == null) {
+            return;
+        }
+        List<AgentHitlPending> records = pendingMapper.selectListByQuery(QueryWrapper.create()
+                .eq("chat_session_id", chatSessionId)
+                .eq("is_deleted", 0));
+        softDelete(records);
+    }
+
+    @Override
+    public void deleteByRuntimeSessionId(String runtimeSessionId) {
+        if (!StringUtils.hasText(runtimeSessionId)) {
+            return;
+        }
+        List<AgentHitlPending> records = pendingMapper.selectListByQuery(QueryWrapper.create()
+                .eq("runtime_session_id", runtimeSessionId)
+                .eq("is_deleted", 0));
+        softDelete(records);
+    }
+
+    private void softDelete(List<AgentHitlPending> records) {
+        if (records == null || records.isEmpty()) {
+            return;
+        }
+        Date now = new Date();
+        for (AgentHitlPending record : records) {
+            record.setIsDeleted(1);
+            record.setModified(now);
+            pendingMapper.update(record);
+        }
+    }
+
+    @Override
+    @Transactional(rollbackFor = Exception.class)
+    public List<AgentHitlPending> expirePending(int limit) {
+        List<AgentHitlPending> records = pendingMapper.selectListByQuery(QueryWrapper.create()
+                .eq("status", AgentHitlPendingStatus.PENDING.name())
+                .eq("is_deleted", 0)
+                .le("expires_at", new Date())
+                .limit(Math.max(1, limit)));
+        Date now = new Date();
+        for (AgentHitlPending record : records) {
+            record.setStatus(AgentHitlPendingStatus.EXPIRED.name());
+            record.setRejectReason("审批超时，已自动拒绝");
+            record.setConsumedAt(now);
+            record.setModified(now);
+            pendingMapper.update(record);
+        }
+        return records;
+    }
+
+    private AgentHitlPending consume(String resumeToken,
+                                     BigInteger operatorId,
+                                     AgentHitlPendingStatus targetStatus,
+                                     String reason) {
+        if (!StringUtils.hasText(resumeToken)) {
+            throw new BusinessException("Agent 恢复令牌不能为空");
+        }
+        AgentHitlPending pending = findByToken(resumeToken);
+        if (pending == null || Integer.valueOf(1).equals(pending.getIsDeleted())) {
+            throw new BusinessException("Agent 审批请求不存在或已失效");
+        }
+        if (!AgentHitlPendingStatus.PENDING.name().equals(pending.getStatus())) {
+            throw new BusinessException("Agent 审批请求已处理");
+        }
+        if (pending.getExpiresAt() != null && pending.getExpiresAt().before(new Date())) {
+            markConsumed(pending, operatorId, AgentHitlPendingStatus.EXPIRED, "审批超时，已自动拒绝");
+            throw new BusinessException("Agent 审批请求已过期");
+        }
+        if (!markConsumed(pending, operatorId, targetStatus, reason)) {
+            throw new BusinessException("Agent 审批请求已处理");
+        }
+        pending.setStatus(targetStatus.name());
+        pending.setRejectReason(reason);
+        pending.setConsumedAt(new Date());
+        pending.setModifiedBy(operatorId);
+        return pending;
+    }
+
+    private boolean markConsumed(AgentHitlPending pending,
+                                 BigInteger operatorId,
+                                 AgentHitlPendingStatus targetStatus,
+                                 String reason) {
+        Date now = new Date();
+        AgentHitlPending update = new AgentHitlPending();
+        update.setStatus(targetStatus.name());
+        update.setRejectReason(reason);
+        update.setConsumedAt(now);
+        update.setModified(now);
+        update.setModifiedBy(operatorId);
+        // 用 status=PENDING 作为消费条件，避免两个审批请求同时把同一个 token 消费两次。
+        return pendingMapper.updateByQuery(update, QueryWrapper.create()
+                .eq("id", pending.getId())
+                .eq("status", AgentHitlPendingStatus.PENDING.name())
+                .eq("is_deleted", 0)) > 0;
+    }
+
+    private AgentHitlPending findByToken(String resumeToken) {
+        return pendingMapper.selectOneByQuery(QueryWrapper.create()
+                .eq("resume_token", resumeToken)
+                .eq("is_deleted", 0)
+                .limit(1));
+    }
+
+    private BigInteger resolveAgentId(AgentRuntimeEvent event, ChatRuntimeContext chatContext) {
+        String agentId = firstText(event.getAgentId(), stringValue(event.getPayload().get("agentId")));
+        if (StringUtils.hasText(agentId)) {
+            try {
+                return new BigInteger(agentId);
+            } catch (NumberFormatException ignored) {
+                return chatContext == null ? null : chatContext.getAssistantId();
+            }
+        }
+        return chatContext == null ? null : chatContext.getAssistantId();
+    }
+
+    private Map<String, Object> metadata(AgentRuntimeEvent event) {
+        Map<String, Object> metadata = new LinkedHashMap<>();
+        metadata.putAll(event.getMetadata() == null ? Map.of() : event.getMetadata());
+        Object approvalMetadata = event.getPayload().get("approvalMetadata");
+        if (approvalMetadata instanceof Map<?, ?> map) {
+            map.forEach((key, value) -> metadata.put(String.valueOf(key), value));
+        }
+        return metadata;
+    }
+
+    @SuppressWarnings("unchecked")
+    private Map<String, Object> mapValue(Object value) {
+        if (value instanceof Map<?, ?> map) {
+            Map<String, Object> result = new LinkedHashMap<>();
+            map.forEach((key, item) -> result.put(String.valueOf(key), item));
+            return result;
+        }
+        return new LinkedHashMap<>();
+    }
+
+    private Date dateValue(Object value) {
+        if (value instanceof Date date) {
+            return date;
+        }
+        String text = stringValue(value);
+        if (!StringUtils.hasText(text)) {
+            return null;
+        }
+        try {
+            return Date.from(Instant.parse(text));
+        } catch (RuntimeException ignored) {
+            return null;
+        }
+    }
+
+    private Date resolveExpiresAt(AgentRuntimeEvent event) {
+        Date eventExpiresAt = dateValue(event.getPayload().get("expiresAt"));
+        if (eventExpiresAt != null) {
+            return eventExpiresAt;
+        }
+        return Date.from(Instant.now().plus(properties.getHitlPendingTimeout()));
+    }
+
+    private Object firstNonNull(Object left, Object right) {
+        return left == null ? right : left;
+    }
+
+    private String firstText(String left, String right) {
+        return StringUtils.hasText(left) ? left : right;
+    }
+
+    private String stringValue(Object value) {
+        return value == null ? null : String.valueOf(value);
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/hitl/AgentHitlPendingStatus.java

@@ -0,0 +1,31 @@
+package tech.easyflow.agent.runtime.hitl;
+
+/**
+ * Agent HITL pending 状态。
+ */
+public enum AgentHitlPendingStatus {
+    /**
+     * 等待审批。
+     */
+    PENDING,
+
+    /**
+     * 已批准。
+     */
+    APPROVED,
+
+    /**
+     * 已拒绝。
+     */
+    REJECTED,
+
+    /**
+     * 已过期。
+     */
+    EXPIRED,
+
+    /**
+     * 已取消。
+     */
+    CANCELLED
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/lock/AgentRunLock.java

@@ -0,0 +1,41 @@
+package tech.easyflow.agent.runtime.lock;
+
+import java.math.BigInteger;
+
+/**
+ * Agent 会话级运行锁。
+ */
+public interface AgentRunLock {
+
+    /**
+     * 获取指定 Agent 会话的运行锁。
+     *
+     * @param agentId Agent ID
+     * @param sessionId 运行时会话 ID
+     * @return 锁句柄
+     */
+    Handle acquire(BigInteger agentId, String sessionId);
+
+    /**
+     * Agent 运行锁句柄。
+     */
+    interface Handle extends AutoCloseable {
+
+        /**
+         * 续期锁。
+         *
+         * @return 续期成功时为 true
+         */
+        boolean renew();
+
+        /**
+         * 释放锁。
+         */
+        void release();
+
+        @Override
+        default void close() {
+            release();
+        }
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/lock/RedisAgentRunLock.java

@@ -0,0 +1,92 @@
+package tech.easyflow.agent.runtime.lock;
+
+import org.springframework.stereotype.Component;
+import tech.easyflow.agent.config.AgentRuntimeProperties;
+import tech.easyflow.common.cache.RedisLockExecutor;
+import tech.easyflow.common.web.exceptions.BusinessException;
+
+import java.math.BigInteger;
+import java.util.concurrent.Executors;
+import java.util.concurrent.ScheduledExecutorService;
+import java.util.concurrent.ScheduledFuture;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.AtomicBoolean;
+
+/**
+ * 基于 Redis 的 Agent 会话级运行锁。
+ */
+@Component
+public class RedisAgentRunLock implements AgentRunLock {
+
+    private static final String LOCK_PREFIX = "easyflow:agent:run:";
+    private static final ScheduledExecutorService RENEW_EXECUTOR = Executors.newSingleThreadScheduledExecutor(task -> {
+        Thread thread = new Thread(task, "agent-run-lock-renew");
+        thread.setDaemon(true);
+        return thread;
+    });
+
+    private final RedisLockExecutor redisLockExecutor;
+    private final AgentRuntimeProperties properties;
+
+    /**
+     * 创建 Redis Agent 运行锁。
+     *
+     * @param redisLockExecutor Redis 锁执行器
+     * @param properties Agent 运行态配置
+     */
+    public RedisAgentRunLock(RedisLockExecutor redisLockExecutor, AgentRuntimeProperties properties) {
+        this.redisLockExecutor = redisLockExecutor;
+        this.properties = properties;
+    }
+
+    @Override
+    public Handle acquire(BigInteger agentId, String sessionId) {
+        try {
+            RedisLockExecutor.LockHandle handle = redisLockExecutor.acquire(
+                    lockKey(agentId, sessionId),
+                    properties.getLockWaitTimeout(),
+                    properties.getLockLeaseTimeout());
+            return new RedisHandle(handle, scheduleRenew(handle));
+        } catch (IllegalStateException e) {
+            throw new BusinessException("当前 Agent 会话正在运行，请稍后再试");
+        }
+    }
+
+    private ScheduledFuture<?> scheduleRenew(RedisLockExecutor.LockHandle handle) {
+        long intervalMillis = Math.max(1000L, properties.getLockRenewInterval().toMillis());
+        return RENEW_EXECUTOR.scheduleAtFixedRate(handle::renew, intervalMillis, intervalMillis, TimeUnit.MILLISECONDS);
+    }
+
+    private String lockKey(BigInteger agentId, String sessionId) {
+        return LOCK_PREFIX + "agent:" + (agentId == null ? "unknown" : agentId)
+                + ":session:" + (sessionId == null ? "unknown" : sessionId);
+    }
+
+    private static final class RedisHandle implements Handle {
+
+        private final RedisLockExecutor.LockHandle delegate;
+        private final ScheduledFuture<?> renewTask;
+        private final AtomicBoolean released = new AtomicBoolean(false);
+
+        private RedisHandle(RedisLockExecutor.LockHandle delegate, ScheduledFuture<?> renewTask) {
+            this.delegate = delegate;
+            this.renewTask = renewTask;
+        }
+
+        @Override
+        public boolean renew() {
+            return delegate.renew();
+        }
+
+        @Override
+        public void release() {
+            if (!released.compareAndSet(false, true)) {
+                return;
+            }
+            if (renewTask != null) {
+                renewTask.cancel(false);
+            }
+            delegate.release();
+        }
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/session/DraftAgentSessionStore.java

@@ -0,0 +1,241 @@
+package tech.easyflow.agent.runtime.session;
+
+import com.easyagents.agent.runtime.persistence.session.AgentSessionStore;
+import io.agentscope.core.state.State;
+import io.agentscope.core.util.JsonUtils;
+import org.springframework.data.redis.core.StringRedisTemplate;
+import org.springframework.stereotype.Service;
+import org.springframework.util.StringUtils;
+import tech.easyflow.agent.config.AgentRuntimeProperties;
+
+import java.nio.charset.StandardCharsets;
+import java.security.MessageDigest;
+import java.security.NoSuchAlgorithmException;
+import java.util.ArrayList;
+import java.util.Base64;
+import java.util.LinkedHashMap;
+import java.util.LinkedHashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Optional;
+import java.util.Set;
+import java.util.concurrent.TimeUnit;
+
+/**
+ * Agent 草稿试运行 Redis-only session store。
+ */
+@Service
+public class DraftAgentSessionStore implements AgentSessionStore {
+
+    private static final String REDIS_PREFIX = "easyflow:agent:draft-session:";
+    private static final String ENVELOPE_VERSION = "1";
+    private static final String SINGLE_STATES = "singleStates";
+    private static final String LIST_STATES = "listStates";
+
+    private final StringRedisTemplate stringRedisTemplate;
+    private final AgentRuntimeProperties properties;
+
+    /**
+     * 创建草稿试运行 session store。
+     *
+     * @param stringRedisTemplate Redis 模板
+     * @param properties Agent 运行态配置
+     */
+    public DraftAgentSessionStore(StringRedisTemplate stringRedisTemplate,
+                                  AgentRuntimeProperties properties) {
+        this.stringRedisTemplate = stringRedisTemplate;
+        this.properties = properties;
+    }
+
+    /**
+     * 保存单个状态项。
+     *
+     * @param sessionKey 会话键
+     * @param name 状态名称
+     * @param state 状态值
+     */
+    @Override
+    public void save(String sessionKey, String name, State state) {
+        if (!StringUtils.hasText(sessionKey) || !StringUtils.hasText(name) || state == null) {
+            return;
+        }
+        Map<String, Object> envelope = loadEnvelope(sessionKey);
+        singleStates(envelope).put(name, JsonUtils.getJsonCodec().toJson(state));
+        writeCache(sessionKey, envelope);
+    }
+
+    /**
+     * 保存状态列表。
+     *
+     * @param sessionKey 会话键
+     * @param name 状态名称
+     * @param states 状态列表
+     */
+    @Override
+    public void saveList(String sessionKey, String name, List<? extends State> states) {
+        if (!StringUtils.hasText(sessionKey) || !StringUtils.hasText(name)) {
+            return;
+        }
+        List<String> values = new ArrayList<>();
+        if (states != null) {
+            for (State state : states) {
+                values.add(JsonUtils.getJsonCodec().toJson(state));
+            }
+        }
+        Map<String, Object> envelope = loadEnvelope(sessionKey);
+        listStates(envelope).put(name, values);
+        writeCache(sessionKey, envelope);
+    }
+
+    /**
+     * 获取单个状态项。
+     *
+     * @param sessionKey 会话键
+     * @param name 状态名称
+     * @param type 状态类型
+     * @param <T> 状态类型
+     * @return 可选状态
+     */
+    @Override
+    public <T extends State> Optional<T> get(String sessionKey, String name, Class<T> type) {
+        if (!StringUtils.hasText(sessionKey) || !StringUtils.hasText(name) || type == null) {
+            return Optional.empty();
+        }
+        Object json = singleStates(loadEnvelope(sessionKey)).get(name);
+        if (!(json instanceof String text) || text.isBlank()) {
+            return Optional.empty();
+        }
+        return Optional.of(JsonUtils.getJsonCodec().fromJson(text, type));
+    }
+
+    /**
+     * 获取状态列表。
+     *
+     * @param sessionKey 会话键
+     * @param name 状态名称
+     * @param itemType 状态元素类型
+     * @param <T> 状态元素类型
+     * @return 状态列表
+     */
+    @Override
+    public <T extends State> List<T> getList(String sessionKey, String name, Class<T> itemType) {
+        if (!StringUtils.hasText(sessionKey) || !StringUtils.hasText(name) || itemType == null) {
+            return List.of();
+        }
+        Object raw = listStates(loadEnvelope(sessionKey)).get(name);
+        if (!(raw instanceof List<?> values) || values.isEmpty()) {
+            return List.of();
+        }
+        List<T> result = new ArrayList<>();
+        for (Object value : values) {
+            if (value instanceof String text && !text.isBlank()) {
+                result.add(JsonUtils.getJsonCodec().fromJson(text, itemType));
+            }
+        }
+        return result;
+    }
+
+    /**
+     * 判断会话键是否存在。
+     *
+     * @param sessionKey 会话键
+     * @return 存在时为 true
+     */
+    @Override
+    public boolean exists(String sessionKey) {
+        return StringUtils.hasText(sessionKey) && readCache(sessionKey) != null;
+    }
+
+    /**
+     * 删除指定会话键下的全部状态。
+     *
+     * @param sessionKey 会话键
+     */
+    @Override
+    public void delete(String sessionKey) {
+        if (!StringUtils.hasText(sessionKey)) {
+            return;
+        }
+        deleteCache(sessionKey);
+    }
+
+    /**
+     * 列出当前存储中的会话键。
+     *
+     * <p>草稿 session 使用哈希 Redis key，不维护反向索引，避免为试运行引入额外持久化状态。</p>
+     *
+     * @return 空集合
+     */
+    @Override
+    public Set<String> listSessionKeys() {
+        return new LinkedHashSet<>();
+    }
+
+    private Map<String, Object> loadEnvelope(String sessionKey) {
+        Map<String, Object> cached = readCache(sessionKey);
+        return cached == null ? emptyEnvelope() : deepCopy(cached);
+    }
+
+    private Map<String, Object> emptyEnvelope() {
+        Map<String, Object> envelope = new LinkedHashMap<>();
+        envelope.put("version", ENVELOPE_VERSION);
+        envelope.put(SINGLE_STATES, new LinkedHashMap<String, Object>());
+        envelope.put(LIST_STATES, new LinkedHashMap<String, Object>());
+        return envelope;
+    }
+
+    @SuppressWarnings("unchecked")
+    private Map<String, Object> singleStates(Map<String, Object> envelope) {
+        return (Map<String, Object>) envelope.computeIfAbsent(SINGLE_STATES, key -> new LinkedHashMap<String, Object>());
+    }
+
+    @SuppressWarnings("unchecked")
+    private Map<String, Object> listStates(Map<String, Object> envelope) {
+        return (Map<String, Object>) envelope.computeIfAbsent(LIST_STATES, key -> new LinkedHashMap<String, Object>());
+    }
+
+    @SuppressWarnings("unchecked")
+    private Map<String, Object> readCache(String sessionKey) {
+        try {
+            String value = stringRedisTemplate.opsForValue().get(cacheKey(sessionKey));
+            if (!StringUtils.hasText(value)) {
+                return null;
+            }
+            return JsonUtils.getJsonCodec().fromJson(value, Map.class);
+        } catch (RuntimeException e) {
+            return null;
+        }
+    }
+
+    private void writeCache(String sessionKey, Map<String, Object> envelope) {
+        long seconds = Math.max(1L, properties.getSessionCacheTtl().toSeconds());
+        stringRedisTemplate.opsForValue().set(cacheKey(sessionKey), JsonUtils.getJsonCodec().toJson(envelope),
+                seconds, TimeUnit.SECONDS);
+    }
+
+    private void deleteCache(String sessionKey) {
+        stringRedisTemplate.delete(cacheKey(sessionKey));
+    }
+
+    @SuppressWarnings("unchecked")
+    private Map<String, Object> deepCopy(Map<String, Object> source) {
+        if (source == null || source.isEmpty()) {
+            return emptyEnvelope();
+        }
+        return JsonUtils.getJsonCodec().fromJson(JsonUtils.getJsonCodec().toJson(source), Map.class);
+    }
+
+    private String cacheKey(String sessionKey) {
+        return REDIS_PREFIX + hash(sessionKey);
+    }
+
+    private String hash(String value) {
+        try {
+            MessageDigest digest = MessageDigest.getInstance("SHA-256");
+            byte[] bytes = digest.digest(value.getBytes(StandardCharsets.UTF_8));
+            return Base64.getUrlEncoder().withoutPadding().encodeToString(bytes);
+        } catch (NoSuchAlgorithmException e) {
+            return value.replace(':', '_');
+        }
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/session/EasyFlowAgentSessionStore.java

@@ -0,0 +1,348 @@
+package tech.easyflow.agent.runtime.session;
+
+import com.easyagents.agent.runtime.persistence.session.AgentSessionStore;
+import com.mybatisflex.core.query.QueryWrapper;
+import io.agentscope.core.state.State;
+import io.agentscope.core.util.JsonUtils;
+import org.springframework.data.redis.core.StringRedisTemplate;
+import org.springframework.stereotype.Service;
+import org.springframework.util.StringUtils;
+import tech.easyflow.agent.config.AgentRuntimeProperties;
+import tech.easyflow.agent.entity.AgentSession;
+import tech.easyflow.agent.mapper.AgentSessionMapper;
+
+import java.math.BigInteger;
+import java.nio.charset.StandardCharsets;
+import java.security.MessageDigest;
+import java.security.NoSuchAlgorithmException;
+import java.util.*;
+import java.util.concurrent.TimeUnit;
+
+/**
+ * session store 持久化实现
+ */
+@Service
+public class EasyFlowAgentSessionStore implements AgentSessionStore {
+
+    private static final String REDIS_PREFIX = "easyflow:agent:session:";
+    private static final String ENVELOPE_VERSION = "1";
+    private static final String SINGLE_STATES = "singleStates";
+    private static final String LIST_STATES = "listStates";
+
+    private final AgentSessionMapper agentSessionMapper;
+    private final StringRedisTemplate stringRedisTemplate;
+    private final AgentRuntimeProperties properties;
+
+    /**
+     * 创建 EasyFlow Agent session store。
+     *
+     * @param agentSessionMapper session Mapper
+     * @param stringRedisTemplate Redis 模板
+     * @param properties Agent 运行态配置
+     */
+    public EasyFlowAgentSessionStore(AgentSessionMapper agentSessionMapper,
+                                     StringRedisTemplate stringRedisTemplate,
+                                     AgentRuntimeProperties properties) {
+        this.agentSessionMapper = agentSessionMapper;
+        this.stringRedisTemplate = stringRedisTemplate;
+        this.properties = properties;
+    }
+
+    /**
+     * 绑定业务会话元信息。
+     *
+     * <p>AgentScope Session API 不会把 EasyFlow 的 {@code agentId/chatSessionId/tenantId} 传入
+     * {@code save(...)}，因此运行入口必须先调用本方法建立或刷新元信息。后续 state 写入会复用
+     * 这些字段，避免表里只剩裸 sessionKey。</p>
+     *
+     * @param metadata 业务会话元信息
+     */
+    public void bindSession(AgentSessionMetadata metadata) {
+        if (metadata == null || !StringUtils.hasText(metadata.sessionKey())) {
+            return;
+        }
+        AgentSession session = findBySessionKey(metadata.sessionKey());
+        Date now = new Date();
+        if (session == null) {
+            session = new AgentSession();
+            session.setTenantId(metadata.tenantId());
+            session.setAgentId(metadata.agentId());
+            session.setChatSessionId(metadata.chatSessionId());
+            session.setRuntimeSessionId(metadata.runtimeSessionId());
+            session.setSessionKey(metadata.sessionKey());
+            session.setStateJson(emptyEnvelope());
+            session.setVersion(0L);
+            session.setCacheVersion(0L);
+            session.setCreated(now);
+            session.setCreatedBy(metadata.operatorId());
+            session.setIsDeleted(0);
+        }
+        session.setTenantId(firstNonNull(metadata.tenantId(), session.getTenantId()));
+        session.setAgentId(firstNonNull(metadata.agentId(), session.getAgentId()));
+        session.setChatSessionId(firstNonNull(metadata.chatSessionId(), session.getChatSessionId()));
+        session.setRuntimeSessionId(firstText(metadata.runtimeSessionId(), session.getRuntimeSessionId()));
+        session.setLastAccessAt(now);
+        session.setModified(now);
+        session.setModifiedBy(metadata.operatorId());
+        agentSessionMapper.insertOrUpdate(session);
+        writeCache(session.getSessionKey(), session.getStateJson());
+    }
+
+    /**
+     * 按聊天会话清理 AgentScope session。
+     *
+     * @param chatSessionId 聊天会话 ID
+     */
+    public void deleteByChatSessionId(BigInteger chatSessionId) {
+        if (chatSessionId == null) {
+            return;
+        }
+        List<AgentSession> sessions = agentSessionMapper.selectListByQuery(QueryWrapper.create()
+                .eq("chat_session_id", chatSessionId)
+                .eq("is_deleted", 0));
+        Date now = new Date();
+        for (AgentSession session : sessions) {
+            session.setIsDeleted(1);
+            session.setModified(now);
+            agentSessionMapper.update(session);
+            deleteCache(session.getSessionKey());
+        }
+    }
+
+    @Override
+    public void save(String sessionKey, String name, State state) {
+        if (!StringUtils.hasText(sessionKey) || !StringUtils.hasText(name) || state == null) {
+            return;
+        }
+        Map<String, Object> envelope = loadEnvelope(sessionKey);
+        singleStates(envelope).put(name, JsonUtils.getJsonCodec().toJson(state));
+        persistEnvelope(sessionKey, envelope);
+    }
+
+    @Override
+    public void saveList(String sessionKey, String name, List<? extends State> states) {
+        if (!StringUtils.hasText(sessionKey) || !StringUtils.hasText(name)) {
+            return;
+        }
+        List<String> values = new ArrayList<>();
+        if (states != null) {
+            for (State state : states) {
+                values.add(JsonUtils.getJsonCodec().toJson(state));
+            }
+        }
+        Map<String, Object> envelope = loadEnvelope(sessionKey);
+        listStates(envelope).put(name, values);
+        persistEnvelope(sessionKey, envelope);
+    }
+
+    @Override
+    public <T extends State> Optional<T> get(String sessionKey, String name, Class<T> type) {
+        if (!StringUtils.hasText(sessionKey) || !StringUtils.hasText(name) || type == null) {
+            return Optional.empty();
+        }
+        Object json = singleStates(loadEnvelope(sessionKey)).get(name);
+        if (!(json instanceof String text) || text.isBlank()) {
+            return Optional.empty();
+        }
+        return Optional.of(JsonUtils.getJsonCodec().fromJson(text, type));
+    }
+
+    @Override
+    public <T extends State> List<T> getList(String sessionKey, String name, Class<T> itemType) {
+        if (!StringUtils.hasText(sessionKey) || !StringUtils.hasText(name) || itemType == null) {
+            return List.of();
+        }
+        Object raw = listStates(loadEnvelope(sessionKey)).get(name);
+        if (!(raw instanceof List<?> values) || values.isEmpty()) {
+            return List.of();
+        }
+        List<T> result = new ArrayList<>();
+        for (Object value : values) {
+            if (value instanceof String text && !text.isBlank()) {
+                result.add(JsonUtils.getJsonCodec().fromJson(text, itemType));
+            }
+        }
+        return result;
+    }
+
+    @Override
+    public boolean exists(String sessionKey) {
+        if (!StringUtils.hasText(sessionKey)) {
+            return false;
+        }
+        if (readCache(sessionKey) != null) {
+            return true;
+        }
+        return findBySessionKey(sessionKey) != null;
+    }
+
+    @Override
+    public void delete(String sessionKey) {
+        if (!StringUtils.hasText(sessionKey)) {
+            return;
+        }
+        AgentSession session = findBySessionKey(sessionKey);
+        if (session != null) {
+            session.setIsDeleted(1);
+            session.setModified(new Date());
+            agentSessionMapper.update(session);
+        }
+        deleteCache(sessionKey);
+    }
+
+    @Override
+    public Set<String> listSessionKeys() {
+        List<AgentSession> sessions = agentSessionMapper.selectListByQuery(QueryWrapper.create()
+                .eq("is_deleted", 0)
+                .select("session_key"));
+        Set<String> keys = new LinkedHashSet<>();
+        for (AgentSession session : sessions) {
+            if (StringUtils.hasText(session.getSessionKey())) {
+                keys.add(session.getSessionKey());
+            }
+        }
+        return keys;
+    }
+
+    private void persistEnvelope(String sessionKey, Map<String, Object> envelope) {
+        AgentSession session = findBySessionKey(sessionKey);
+        Date now = new Date();
+        if (session == null) {
+            session = new AgentSession();
+            session.setRuntimeSessionId(sessionKey);
+            session.setSessionKey(sessionKey);
+            session.setCreated(now);
+            session.setVersion(0L);
+            session.setCacheVersion(0L);
+            session.setIsDeleted(0);
+        }
+        long nextVersion = session.getVersion() == null ? 1L : session.getVersion() + 1L;
+        session.setStateJson(envelope);
+        session.setVersion(nextVersion);
+        session.setCacheVersion(nextVersion);
+        session.setLastAccessAt(now);
+        session.setModified(now);
+        session.setIsDeleted(0);
+        // 同步写会话状态
+        agentSessionMapper.insertOrUpdate(session);
+        // 同步写缓存
+        writeCache(sessionKey, envelope);
+    }
+
+    private Map<String, Object> loadEnvelope(String sessionKey) {
+        Map<String, Object> cached = readCache(sessionKey);
+        if (cached != null) {
+            return cached;
+        }
+        AgentSession session = findBySessionKey(sessionKey);
+        if (session == null || session.getStateJson() == null || session.getStateJson().isEmpty()) {
+            return emptyEnvelope();
+        }
+        writeCache(sessionKey, session.getStateJson());
+        return deepCopy(session.getStateJson());
+    }
+
+    private AgentSession findBySessionKey(String sessionKey) {
+        return agentSessionMapper.selectOneByQuery(QueryWrapper.create()
+                .eq("session_key", sessionKey)
+                .eq("is_deleted", 0)
+                .limit(1));
+    }
+
+    private Map<String, Object> emptyEnvelope() {
+        Map<String, Object> envelope = new LinkedHashMap<>();
+        envelope.put("version", ENVELOPE_VERSION);
+        envelope.put(SINGLE_STATES, new LinkedHashMap<String, Object>());
+        envelope.put(LIST_STATES, new LinkedHashMap<String, Object>());
+        return envelope;
+    }
+
+    @SuppressWarnings("unchecked")
+    private Map<String, Object> singleStates(Map<String, Object> envelope) {
+        return (Map<String, Object>) envelope.computeIfAbsent(SINGLE_STATES, key -> new LinkedHashMap<String, Object>());
+    }
+
+    @SuppressWarnings("unchecked")
+    private Map<String, Object> listStates(Map<String, Object> envelope) {
+        return (Map<String, Object>) envelope.computeIfAbsent(LIST_STATES, key -> new LinkedHashMap<String, Object>());
+    }
+
+    @SuppressWarnings("unchecked")
+    private Map<String, Object> readCache(String sessionKey) {
+        try {
+            String value = stringRedisTemplate.opsForValue().get(cacheKey(sessionKey));
+            if (!StringUtils.hasText(value)) {
+                return null;
+            }
+            return JsonUtils.getJsonCodec().fromJson(value, Map.class);
+        } catch (RuntimeException e) {
+            return null;
+        }
+    }
+
+    private void writeCache(String sessionKey, Map<String, Object> envelope) {
+        try {
+            long seconds = Math.max(1L, properties.getSessionCacheTtl().toSeconds());
+            stringRedisTemplate.opsForValue().set(cacheKey(sessionKey), JsonUtils.getJsonCodec().toJson(envelope),
+                    seconds, TimeUnit.SECONDS);
+        } catch (RuntimeException e) {
+            // MySQL 是 AgentScope session 的真相源。Redis 只做热缓存，写缓存失败不能掩盖已完成的持久化写入。
+        }
+    }
+
+    private void deleteCache(String sessionKey) {
+        try {
+            stringRedisTemplate.delete(cacheKey(sessionKey));
+        } catch (RuntimeException ignored) {
+            // 清理缓存失败不应掩盖 MySQL 删除结果，后续 TTL 会自然回收。
+        }
+    }
+
+    @SuppressWarnings("unchecked")
+    private Map<String, Object> deepCopy(Map<String, Object> source) {
+        if (source == null || source.isEmpty()) {
+            return emptyEnvelope();
+        }
+        return JsonUtils.getJsonCodec().fromJson(JsonUtils.getJsonCodec().toJson(source), Map.class);
+    }
+
+    private String cacheKey(String sessionKey) {
+        return REDIS_PREFIX + hash(sessionKey);
+    }
+
+    private String hash(String value) {
+        try {
+            MessageDigest digest = MessageDigest.getInstance("SHA-256");
+            byte[] bytes = digest.digest(value.getBytes(StandardCharsets.UTF_8));
+            return Base64.getUrlEncoder().withoutPadding().encodeToString(bytes);
+        } catch (NoSuchAlgorithmException e) {
+            return value.replace(':', '_');
+        }
+    }
+
+    private <T> T firstNonNull(T left, T right) {
+        return left == null ? right : left;
+    }
+
+    private String firstText(String left, String right) {
+        return StringUtils.hasText(left) ? left : right;
+    }
+
+    /**
+     * AgentScope session 绑定的 EasyFlow 业务元信息。
+     *
+     * @param sessionKey AgentScope session key
+     * @param runtimeSessionId runtime session ID
+     * @param agentId Agent ID
+     * @param chatSessionId chatlog 会话 ID
+     * @param tenantId 租户 ID
+     * @param operatorId 操作人 ID
+     */
+    public record AgentSessionMetadata(String sessionKey,
+                                       String runtimeSessionId,
+                                       BigInteger agentId,
+                                       BigInteger chatSessionId,
+                                       BigInteger tenantId,
+                                       BigInteger operatorId) {
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/tool/AgentToolExecutionMode.java

@@ -0,0 +1,35 @@
+package tech.easyflow.agent.runtime.tool;
+
+/**
+ * Agent 工具执行模式。
+ */
+public enum AgentToolExecutionMode {
+
+    /**
+     * 同步执行。
+     */
+    SYNC,
+
+    /**
+     * 异步执行。
+     */
+    ASYNC;
+
+    /**
+     * 解析执行模式。
+     *
+     * @param value 原始配置值
+     * @return 执行模式；非法或为空时返回 SYNC
+     */
+    public static AgentToolExecutionMode from(String value) {
+        if (value == null || value.isBlank()) {
+            return SYNC;
+        }
+        for (AgentToolExecutionMode mode : values()) {
+            if (mode.name().equalsIgnoreCase(value.trim())) {
+                return mode;
+            }
+        }
+        return SYNC;
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/tool/AgentToolExecutionResult.java

@@ -0,0 +1,57 @@
+package tech.easyflow.agent.runtime.tool;
+
+/**
+ * Agent 业务工具执行结果。
+ */
+public class AgentToolExecutionResult {
+
+    private Object result;
+    private String businessExecutionId;
+
+    /**
+     * 创建执行结果。
+     *
+     * @param result 业务结果
+     * @param businessExecutionId 业务执行记录 ID
+     */
+    public AgentToolExecutionResult(Object result, String businessExecutionId) {
+        this.result = result;
+        this.businessExecutionId = businessExecutionId;
+    }
+
+    /**
+     * 获取业务结果。
+     *
+     * @return 业务结果
+     */
+    public Object getResult() {
+        return result;
+    }
+
+    /**
+     * 设置业务结果。
+     *
+     * @param result 业务结果
+     */
+    public void setResult(Object result) {
+        this.result = result;
+    }
+
+    /**
+     * 获取业务执行记录 ID。
+     *
+     * @return 业务执行记录 ID
+     */
+    public String getBusinessExecutionId() {
+        return businessExecutionId;
+    }
+
+    /**
+     * 设置业务执行记录 ID。
+     *
+     * @param businessExecutionId 业务执行记录 ID
+     */
+    public void setBusinessExecutionId(String businessExecutionId) {
+        this.businessExecutionId = businessExecutionId;
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/tool/AgentToolRuntimeCompilation.java

@@ -0,0 +1,74 @@
+package tech.easyflow.agent.runtime.tool;
+
+import com.easyagents.agent.runtime.mcp.McpSpec;
+import com.easyagents.agent.runtime.tool.AgentToolInvoker;
+import com.easyagents.agent.runtime.tool.AgentToolSpec;
+
+import java.util.ArrayList;
+import java.util.LinkedHashMap;
+import java.util.List;
+import java.util.Map;
+
+/**
+ * Agent 工具运行时编译结果。
+ */
+public class AgentToolRuntimeCompilation {
+
+    private List<AgentToolSpec> toolSpecs = new ArrayList<>();
+    private List<McpSpec> mcpSpecs = new ArrayList<>();
+    private Map<String, AgentToolInvoker> toolInvokers = new LinkedHashMap<>();
+
+    /**
+     * 获取普通工具声明。
+     *
+     * @return 普通工具声明
+     */
+    public List<AgentToolSpec> getToolSpecs() {
+        return toolSpecs;
+    }
+
+    /**
+     * 设置普通工具声明。
+     *
+     * @param toolSpecs 普通工具声明
+     */
+    public void setToolSpecs(List<AgentToolSpec> toolSpecs) {
+        this.toolSpecs = toolSpecs == null ? new ArrayList<>() : toolSpecs;
+    }
+
+    /**
+     * 获取 MCP 声明。
+     *
+     * @return MCP 声明
+     */
+    public List<McpSpec> getMcpSpecs() {
+        return mcpSpecs;
+    }
+
+    /**
+     * 设置 MCP 声明。
+     *
+     * @param mcpSpecs MCP 声明
+     */
+    public void setMcpSpecs(List<McpSpec> mcpSpecs) {
+        this.mcpSpecs = mcpSpecs == null ? new ArrayList<>() : mcpSpecs;
+    }
+
+    /**
+     * 获取工具调用器。
+     *
+     * @return 工具调用器
+     */
+    public Map<String, AgentToolInvoker> getToolInvokers() {
+        return toolInvokers;
+    }
+
+    /**
+     * 设置工具调用器。
+     *
+     * @param toolInvokers 工具调用器
+     */
+    public void setToolInvokers(Map<String, AgentToolInvoker> toolInvokers) {
+        this.toolInvokers = toolInvokers == null ? new LinkedHashMap<>() : toolInvokers;
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/tool/AgentToolRuntimeCompiler.java

@@ -0,0 +1,627 @@
+package tech.easyflow.agent.runtime.tool;
+
+import com.easyagents.agent.runtime.hitl.AgentToolApprovalRequest;
+import com.easyagents.agent.runtime.mcp.McpSpec;
+import com.easyagents.agent.runtime.mcp.McpTransportType;
+import com.easyagents.agent.runtime.tool.*;
+import com.easyagents.agent.runtime.tool.asynctool.AsyncToolSpec;
+import com.easyagents.agent.runtime.tool.asynctool.AsyncToolSpecExpander;
+import com.easyagents.core.model.chat.tool.Parameter;
+import com.easyagents.core.model.chat.tool.Tool;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import org.springframework.scheduling.concurrent.ThreadPoolTaskExecutor;
+import org.springframework.stereotype.Component;
+import tech.easyflow.agent.entity.Agent;
+import tech.easyflow.agent.entity.AgentToolBinding;
+import tech.easyflow.agent.enums.AgentToolType;
+import tech.easyflow.agent.runtime.asynctool.AgentAsyncToolTaskStore;
+import tech.easyflow.agent.runtime.asynctool.PluginAsyncSubTools;
+import tech.easyflow.agent.runtime.asynctool.WorkflowAsyncSubTools;
+import tech.easyflow.ai.easyagents.tool.ChatToolNameHelper;
+import tech.easyflow.ai.entity.Mcp;
+import tech.easyflow.ai.entity.PluginItem;
+import tech.easyflow.ai.entity.Workflow;
+import tech.easyflow.ai.service.McpService;
+import tech.easyflow.ai.service.PluginItemService;
+import tech.easyflow.ai.service.WorkflowService;
+import tech.easyflow.common.web.exceptions.BusinessException;
+
+import javax.annotation.Resource;
+import java.math.BigInteger;
+import java.time.Duration;
+import java.util.*;
+import java.util.regex.Matcher;
+import java.util.regex.Pattern;
+
+/**
+ * Agent 工具运行时编译器。
+ */
+@Component
+public class AgentToolRuntimeCompiler {
+
+    private static final Pattern MCP_INPUT_PATTERN = Pattern.compile("\\$\\{input:([A-Za-z0-9_.-]+)}");
+    private static final Pattern ASYNC_SAFE_NAME = Pattern.compile("^[a-z][a-z0-9_]*$");
+
+    @Resource
+    private WorkflowService workflowService;
+    @Resource
+    private PluginItemService pluginItemService;
+    @Resource
+    private McpService mcpService;
+    @Resource
+    private ObjectMapper objectMapper;
+    @Resource
+    private WorkflowToolExecutor workflowToolExecutor;
+    @Resource
+    private PluginToolExecutor pluginToolExecutor;
+    @Resource
+    private AgentAsyncToolTaskStore asyncToolTaskStore;
+    @Resource(name = "agentAsyncToolExecutor")
+    private ThreadPoolTaskExecutor agentAsyncToolExecutor;
+
+    /**
+     * 编译 Agent 工具配置。
+     *
+     * @param agent Agent 业务定义
+     * @return 工具编译结果
+     */
+    public AgentToolRuntimeCompilation compile(Agent agent) {
+        AgentToolRuntimeCompilation compilation = new AgentToolRuntimeCompilation();
+        if (agent == null || agent.getToolBindings() == null) {
+            return compilation;
+        }
+        List<AgentToolSpec> specs = new ArrayList<>();
+        Map<String, AgentToolInvoker> invokers = new LinkedHashMap<>();
+        List<McpSpec> mcpSpecs = new ArrayList<>();
+        Map<BigInteger, McpSpec> mcpSpecMap = new LinkedHashMap<>();
+        Set<String> compiledToolNames = new LinkedHashSet<>();
+        AsyncToolSpecExpander asyncExpander = new AsyncToolSpecExpander();
+        for (AgentToolBinding binding : agent.getToolBindings()) {
+            if (!Boolean.TRUE.equals(binding.getEnabled())) {
+                continue;
+            }
+            AgentToolType type = AgentToolType.from(binding.getToolType());
+            if (type == AgentToolType.MCP) {
+                McpSpec mcpSpec = mcpSpecMap.computeIfAbsent(binding.getTargetId(), ignored -> buildMcpSpec(binding));
+                applyMcpToolBinding(mcpSpec, binding);
+                if (!mcpSpecs.contains(mcpSpec)) {
+                    mcpSpecs.add(mcpSpec);
+                }
+                continue;
+            }
+            if (executionMode(binding) == AgentToolExecutionMode.ASYNC) {
+                AsyncToolSpec asyncSpec = buildAsyncToolSpec(type, binding);
+                addExpandedTools(specs, invokers, compiledToolNames,
+                        asyncExpander.expandSpecs(asyncSpec),
+                        asyncExpander.expandInvokers(asyncSpec));
+                continue;
+            }
+            CompiledSyncTool syncTool = buildSyncTool(type, binding);
+            addCompiledTool(specs, invokers, compiledToolNames, syncTool.spec(), syncTool.invoker());
+        }
+        compilation.setToolSpecs(specs);
+        compilation.setMcpSpecs(mcpSpecs);
+        compilation.setToolInvokers(invokers);
+        return compilation;
+    }
+
+    private void addExpandedTools(List<AgentToolSpec> specs,
+                                  Map<String, AgentToolInvoker> invokers,
+                                  Set<String> compiledToolNames,
+                                  List<AgentToolSpec> expandedSpecs,
+                                  Map<String, AgentToolInvoker> expandedInvokers) {
+        for (AgentToolSpec spec : expandedSpecs) {
+            addCompiledTool(specs, invokers, compiledToolNames, spec,
+                    expandedInvokers == null ? null : expandedInvokers.get(spec.getName()));
+        }
+    }
+
+    private void addCompiledTool(List<AgentToolSpec> specs,
+                                 Map<String, AgentToolInvoker> invokers,
+                                 Set<String> compiledToolNames,
+                                 AgentToolSpec spec,
+                                 AgentToolInvoker invoker) {
+        String name = spec == null ? null : spec.getName();
+        if (name == null || name.isBlank()) {
+            throw new BusinessException("Agent 工具运行名不能为空");
+        }
+        if (!compiledToolNames.add(name)) {
+            throw new BusinessException("Agent 工具运行名冲突：" + name + "，请调整工具名称");
+        }
+        specs.add(spec);
+        if (invoker != null) {
+            invokers.put(name, invoker);
+        }
+    }
+
+    private CompiledSyncTool buildSyncTool(AgentToolType type, AgentToolBinding binding) {
+        if (type == AgentToolType.WORKFLOW) {
+            Workflow workflow = requireWorkflow(binding);
+            Tool tool = workflowToolExecutor.buildTool(workflow);
+            AgentToolSpec spec = toToolSpec(tool, binding);
+            AgentToolInvoker invoker = (arguments, context) -> invokeSafely(spec.getName(),
+                    () -> workflowToolExecutor.execute(workflow, arguments).getResult());
+            return new CompiledSyncTool(spec, invoker);
+        }
+        if (type == AgentToolType.PLUGIN) {
+            PluginItem pluginItem = requirePlugin(binding);
+            Tool tool = pluginToolExecutor.buildTool(pluginItem);
+            AgentToolSpec spec = toToolSpec(tool, binding);
+            AgentToolInvoker invoker = (arguments, context) -> invokeSafely(spec.getName(),
+                    () -> pluginToolExecutor.execute(pluginItem, arguments).getResult());
+            return new CompiledSyncTool(spec, invoker);
+        }
+        throw new BusinessException("不支持的 Agent 工具类型：" + type.name());
+    }
+
+    private AsyncToolSpec buildAsyncToolSpec(AgentToolType type, AgentToolBinding binding) {
+        if (type == AgentToolType.WORKFLOW) {
+            Workflow workflow = requireWorkflow(binding);
+            Tool tool = workflowToolExecutor.buildTool(workflow);
+            String asyncName = asyncToolName(tool, binding, "workflow");
+            String toolDisplayName = displayName(tool, workflow.getTitle());
+            AsyncToolSpec spec = baseAsyncSpec(asyncName, tool, binding, toolDisplayName);
+            spec.setSubTools(new WorkflowAsyncSubTools(workflow, asyncName, toolDisplayName,
+                    workflowToolExecutor, asyncToolTaskStore, agentAsyncToolExecutor));
+            return spec;
+        }
+        if (type == AgentToolType.PLUGIN) {
+            PluginItem pluginItem = requirePlugin(binding);
+            Tool tool = pluginToolExecutor.buildTool(pluginItem);
+            String asyncName = asyncToolName(tool, binding, "plugin");
+            String toolDisplayName = displayName(tool, pluginItem.getName());
+            AsyncToolSpec spec = baseAsyncSpec(asyncName, tool, binding, toolDisplayName);
+            spec.setSubTools(new PluginAsyncSubTools(pluginItem, asyncName, toolDisplayName,
+                    pluginToolExecutor, asyncToolTaskStore, agentAsyncToolExecutor));
+            return spec;
+        }
+        throw new BusinessException("不支持的 Agent 异步工具类型：" + type.name());
+    }
+
+    private AsyncToolSpec baseAsyncSpec(String asyncName, Tool tool, AgentToolBinding binding, String toolDisplayName) {
+        AsyncToolSpec spec = new AsyncToolSpec();
+        spec.setName(asyncName);
+        spec.setDescription(safeDescription(tool == null ? null : tool.getDescription()));
+        spec.setSubmitParametersSchema(toSchema(tool == null ? null : tool.getParameters()));
+        spec.setApprovalRequired(Boolean.TRUE.equals(binding.getHitlEnabled()));
+        if (Boolean.TRUE.equals(binding.getHitlEnabled())) {
+            spec.setApprovalRequest(buildBindingApprovalRequest(binding));
+        }
+        spec.getMetadata().put("bindingId", binding.getId());
+        spec.getMetadata().put("targetId", binding.getTargetId());
+        spec.getMetadata().put("toolType", binding.getToolType());
+        // 异步子工具名服务 runtime 调用，事件和聊天展示必须保留业务名称。
+        spec.getMetadata().put("toolDisplayName", toolDisplayName);
+        return spec;
+    }
+
+    private AgentToolResult invokeSafely(String toolName, ToolCall call) {
+        try {
+            Object result = call.invoke();
+            return AgentToolResult.success(result == null ? "" : String.valueOf(result));
+        } catch (Exception e) {
+            return AgentToolResult.failure(e.getMessage() == null ? "工具执行失败" : e.getMessage());
+        }
+    }
+
+    private AgentToolExecutionMode executionMode(AgentToolBinding binding) {
+        Object value = binding == null || binding.getOptionsJson() == null ? null : binding.getOptionsJson().get("executionMode");
+        return AgentToolExecutionMode.from(value == null ? null : String.valueOf(value));
+    }
+
+    private Workflow requireWorkflow(AgentToolBinding binding) {
+        Workflow workflow = snapshotOrPublishedWorkflow(binding);
+        if (workflow == null) {
+            throw new BusinessException("绑定工作流不存在");
+        }
+        return workflow;
+    }
+
+    private PluginItem requirePlugin(AgentToolBinding binding) {
+        PluginItem pluginItem = snapshotOrCurrentPlugin(binding);
+        if (pluginItem == null) {
+            throw new BusinessException("绑定插件不存在");
+        }
+        return pluginItem;
+    }
+
+    private AgentToolSpec toToolSpec(Tool tool, AgentToolBinding binding) {
+        AgentToolSpec spec = new AgentToolSpec();
+        String name = resolveRuntimeToolName(tool, binding);
+        spec.setName(name);
+        spec.setDescription(safeDescription(tool == null ? null : tool.getDescription()));
+        spec.setCategory(AgentToolCategory.valueOf(AgentToolType.from(binding.getToolType()).name()));
+        spec.setParametersSchema(toSchema(tool == null ? null : tool.getParameters()));
+        spec.setApprovalRequired(Boolean.TRUE.equals(binding.getHitlEnabled()));
+        if (Boolean.TRUE.equals(binding.getHitlEnabled())) {
+            spec.setApprovalRequest(buildBindingApprovalRequest(binding));
+        }
+        spec.getMetadata().put("bindingId", binding.getId());
+        spec.getMetadata().put("targetId", binding.getTargetId());
+        spec.getMetadata().put("toolType", binding.getToolType());
+        spec.getMetadata().put("toolDisplayName", displayName(tool, binding.getToolName()));
+        return spec;
+    }
+
+    private AgentToolApprovalRequest buildBindingApprovalRequest(AgentToolBinding binding) {
+        AgentToolApprovalRequest request = new AgentToolApprovalRequest();
+        String name = binding == null ? "工具" : binding.getToolName();
+        request.setApprovalPrompt(stringValue(binding == null ? null : binding.getHitlConfigJson(), "prompt", "是否批准执行工具：" + name));
+        Map<String, Object> metadata = sanitizedHitlMetadata(binding == null ? null : binding.getHitlConfigJson());
+        if (binding != null) {
+            metadata.put("toolType", binding.getToolType());
+            metadata.put("bindingId", binding.getId());
+            metadata.put("targetId", binding.getTargetId());
+        }
+        request.setMetadata(metadata);
+        return request;
+    }
+
+    private McpSpec buildMcpSpec(AgentToolBinding binding) {
+        Mcp mcp = snapshotOrCurrentMcp(binding);
+        if (mcp == null) {
+            throw new BusinessException("绑定 MCP 不存在");
+        }
+        Map.Entry<String, Map<String, Object>> server = firstMcpServer(mcp);
+        Map<String, Object> serverConfig = server.getValue();
+        McpSpec spec = new McpSpec();
+        spec.setName(mcpRuntimeName(mcp));
+        spec.setDescription(firstNonBlank(mcp.getDescription(), mcp.getTitle()));
+        spec.setTransportType(parseMcpTransportType(mcp, serverConfig));
+        spec.setCommand(resolveMcpInput(stringValue(serverConfig, "command", null)));
+        spec.setArgs(resolveMcpInputs(stringListValue(serverConfig, "args")));
+        spec.setEnv(resolveMcpInputMap(stringMapValue(serverConfig, "env")));
+        spec.setUrl(resolveMcpInput(stringValue(serverConfig, "url", null)));
+        spec.setHeaders(resolveMcpInputMap(stringMapValue(serverConfig, "headers")));
+        spec.setQueryParams(resolveMcpInputMap(stringMapValue(serverConfig, "queryParams")));
+        Duration timeout = durationValue(serverConfig, "timeout");
+        if (timeout != null) {
+            spec.setTimeout(timeout);
+        }
+        Duration initializationTimeout = durationValue(serverConfig, "initializationTimeout");
+        if (initializationTimeout != null) {
+            spec.setInitializationTimeout(initializationTimeout);
+        }
+        spec.setGroupName(mcpRuntimeName(mcp));
+        spec.setApprovalRequired(Boolean.TRUE.equals(mcp.getApprovalRequired()));
+        spec.setApprovalRequest(buildMcpApprovalRequest(mcp));
+        spec.setToolNamePrefix(mcpRuntimeToolPrefix(mcp.getId()));
+        spec.getMetadata().put("toolType", AgentToolType.MCP.name());
+        spec.getMetadata().put("mcpId", String.valueOf(mcp.getId()));
+        spec.getMetadata().put("mcpTitle", mcp.getTitle());
+        spec.getMetadata().put("serverName", server.getKey());
+        return spec;
+    }
+
+    private void applyMcpToolBinding(McpSpec spec, AgentToolBinding binding) {
+        if (Boolean.TRUE.equals(binding.getHitlEnabled())) {
+            spec.setApprovalRequired(true);
+            spec.setApprovalRequest(buildBindingApprovalRequest(binding));
+        }
+    }
+
+    private AgentToolApprovalRequest buildMcpApprovalRequest(Mcp mcp) {
+        AgentToolApprovalRequest request = new AgentToolApprovalRequest();
+        request.setApprovalPrompt("是否批准执行 MCP 工具：" + firstNonBlank(mcp.getTitle(), mcpRuntimeName(mcp)));
+        Map<String, Object> metadata = new LinkedHashMap<>();
+        metadata.put("toolType", AgentToolType.MCP.name());
+        metadata.put("mcpId", String.valueOf(mcp.getId()));
+        metadata.put("mcpTitle", mcp.getTitle());
+        request.setMetadata(metadata);
+        return request;
+    }
+
+    private Workflow snapshotOrPublishedWorkflow(AgentToolBinding binding) {
+        if (binding.getResourceSnapshot() != null && !binding.getResourceSnapshot().isEmpty()) {
+            Workflow workflow = objectMapper.convertValue(binding.getResourceSnapshot(), Workflow.class);
+            workflow.setId(firstNonNull(workflow.getId(), binding.getTargetId()));
+            return workflow;
+        }
+        return workflowService.getPublishedById(binding.getTargetId());
+    }
+
+    private PluginItem snapshotOrCurrentPlugin(AgentToolBinding binding) {
+        if (binding.getResourceSnapshot() != null && !binding.getResourceSnapshot().isEmpty()) {
+            PluginItem pluginItem = objectMapper.convertValue(binding.getResourceSnapshot(), PluginItem.class);
+            pluginItem.setId(firstNonNull(pluginItem.getId(), binding.getTargetId()));
+            return pluginItem;
+        }
+        return pluginItemService.getById(binding.getTargetId());
+    }
+
+    private Mcp snapshotOrCurrentMcp(AgentToolBinding binding) {
+        if (binding.getResourceSnapshot() != null && !binding.getResourceSnapshot().isEmpty()) {
+            Mcp mcp = objectMapper.convertValue(binding.getResourceSnapshot(), Mcp.class);
+            mcp.setId(firstNonNull(mcp.getId(), binding.getTargetId()));
+            return mcp;
+        }
+        return mcpService.getById(binding.getTargetId());
+    }
+
+    private Map<String, Object> toSchema(Parameter[] parameters) {
+        Map<String, Object> schema = new LinkedHashMap<>();
+        Map<String, Object> properties = new LinkedHashMap<>();
+        List<String> required = new ArrayList<>();
+        if (parameters != null) {
+            for (Parameter parameter : parameters) {
+                properties.put(parameter.getName(), parameterSchema(parameter));
+                if (parameter.isRequired()) {
+                    required.add(parameter.getName());
+                }
+            }
+        }
+        schema.put("type", "object");
+        schema.put("properties", properties);
+        schema.put("required", required);
+        return schema;
+    }
+
+    private Map<String, Object> parameterSchema(Parameter parameter) {
+        Map<String, Object> schema = new LinkedHashMap<>();
+        schema.put("type", parameter.getType() == null ? "string" : parameter.getType());
+        putOptionalString(schema, "description", parameter.getDescription());
+        if (parameter.getChildren() != null && !parameter.getChildren().isEmpty()) {
+            Map<String, Object> children = new LinkedHashMap<>();
+            for (Parameter child : parameter.getChildren()) {
+                if (child != null && child.getName() != null && !child.getName().isBlank()) {
+                    children.put(child.getName(), parameterSchema(child));
+                }
+            }
+            if ("array".equalsIgnoreCase(parameter.getType())) {
+                schema.put("items", firstArrayItemSchema(parameter.getChildren()));
+            } else {
+                schema.put("properties", children);
+            }
+        }
+        return schema;
+    }
+
+    private Map<String, Object> firstArrayItemSchema(List<Parameter> children) {
+        return children.stream().filter(Objects::nonNull).findFirst()
+                .map(this::parameterSchema)
+                .orElse(Map.of("type", "string"));
+    }
+
+    private void putOptionalString(Map<String, Object> target, String key, String value) {
+        if (value != null && !value.isBlank()) {
+            target.put(key, value);
+        }
+    }
+
+    private String resolveRuntimeToolName(Tool tool, AgentToolBinding binding) {
+        String bindingName = binding == null ? null : binding.getToolName();
+        if (ChatToolNameHelper.isSafeToolName(bindingName)) {
+            return bindingName;
+        }
+        String toolName = tool == null ? null : tool.getName();
+        if (ChatToolNameHelper.isSafeToolName(toolName)) {
+            return toolName;
+        }
+        BigInteger targetId = binding == null ? null : binding.getTargetId();
+        return ChatToolNameHelper.buildFallbackName("tool", targetId);
+    }
+
+    private String asyncToolName(Tool tool, AgentToolBinding binding, String fallbackPrefix) {
+        String base = resolveRuntimeToolName(tool, binding).toLowerCase(Locale.ROOT)
+                .replaceAll("[^a-z0-9_]", "_")
+                .replaceAll("_+", "_");
+        if (!base.isBlank() && Character.isDigit(base.charAt(0))) {
+            base = fallbackPrefix + "_" + base;
+        }
+        if (ASYNC_SAFE_NAME.matcher(base).matches()) {
+            return base;
+        }
+        return fallbackPrefix + "_" + (binding == null || binding.getTargetId() == null ? "unknown" : binding.getTargetId());
+    }
+
+    private String displayName(Tool tool, String fallback) {
+        String value = tool == null ? null : tool.getName();
+        return firstNonBlank(firstNonBlank(fallback, value), "工具调用");
+    }
+
+    private String safeDescription(String description) {
+        return description == null || description.isBlank() ? "EasyFlow Agent 工具" : description;
+    }
+
+    private Map<String, Object> sanitizedHitlMetadata(Map<String, Object> config) {
+        Map<String, Object> metadata = new LinkedHashMap<>();
+        if (config != null) {
+            config.forEach((key, value) -> {
+                if (!isHitlPromptKey(key)) {
+                    metadata.put(key, value);
+                }
+            });
+        }
+        return metadata;
+    }
+
+    private boolean isHitlPromptKey(String key) {
+        if (key == null) {
+            return false;
+        }
+        String normalized = key.trim();
+        return "prompt".equalsIgnoreCase(normalized)
+                || "question".equalsIgnoreCase(normalized)
+                || "approvalPrompt".equalsIgnoreCase(normalized);
+    }
+
+    private Map.Entry<String, Map<String, Object>> firstMcpServer(Mcp mcp) {
+        Map<String, Object> config = parseMcpConfig(mcp);
+        Map<String, Object> servers = mapValue(config, "mcpServers");
+        if (servers.isEmpty()) {
+            throw new BusinessException("MCP 配置 JSON 中没有找到任何 MCP 服务名称");
+        }
+        Map.Entry<String, Object> first = servers.entrySet().iterator().next();
+        if (!(first.getValue() instanceof Map<?, ?> rawServer)) {
+            throw new BusinessException("MCP 服务配置必须是对象：" + first.getKey());
+        }
+        Map<String, Object> serverConfig = new LinkedHashMap<>();
+        rawServer.forEach((key, value) -> serverConfig.put(String.valueOf(key), value));
+        return Map.entry(first.getKey(), serverConfig);
+    }
+
+    private Map<String, Object> parseMcpConfig(Mcp mcp) {
+        String configJson = mcp == null ? null : mcp.getConfigJson();
+        if (configJson == null || configJson.isBlank()) {
+            throw new BusinessException("MCP 配置 JSON 不能为空");
+        }
+        try {
+            return objectMapper.readValue(configJson, new com.fasterxml.jackson.core.type.TypeReference<>() {});
+        } catch (Exception e) {
+            throw new BusinessException("MCP 配置 JSON 格式错误");
+        }
+    }
+
+    private McpTransportType parseMcpTransportType(Mcp mcp, Map<String, Object> serverConfig) {
+        String transport = firstNonBlank(mcp == null ? null : mcp.getTransportType(), stringValue(serverConfig, "transport", null));
+        return McpTransportType.from(transport);
+    }
+
+    private String mcpRuntimeName(Mcp mcp) {
+        BigInteger id = mcp == null ? null : mcp.getId();
+        return "mcp_" + safeToolNameSegment(id == null ? "unknown" : String.valueOf(id));
+    }
+
+    private String mcpRuntimeToolPrefix(BigInteger mcpId) {
+        return "mcp_" + safeToolNameSegment(String.valueOf(mcpId)) + "_";
+    }
+
+    private String safeToolNameSegment(String value) {
+        String normalized = String.valueOf(value == null ? "" : value).trim()
+                .replaceAll("[^A-Za-z0-9_-]", "_")
+                .replaceAll("_+", "_");
+        return normalized.isBlank() ? "tool" : normalized;
+    }
+
+    private List<String> stringListValue(Map<String, Object> map, String key) {
+        Object value = map == null ? null : map.get(key);
+        if (value == null) {
+            return new ArrayList<>();
+        }
+        if (value instanceof Collection<?> collection) {
+            List<String> result = new ArrayList<>();
+            for (Object item : collection) {
+                if (item != null) {
+                    result.add(String.valueOf(item));
+                }
+            }
+            return result;
+        }
+        throw new BusinessException("Agent 配置字段必须是数组：" + key);
+    }
+
+    private Duration durationValue(Map<String, Object> map, String key) {
+        Object value = map == null ? null : map.get(key);
+        if (value == null) {
+            return null;
+        }
+        if (value instanceof Number number) {
+            return Duration.ofSeconds(number.longValue());
+        }
+        String text = String.valueOf(value).trim();
+        if (text.isEmpty()) {
+            return null;
+        }
+        try {
+            return Duration.parse(text);
+        } catch (Exception ignored) {
+            try {
+                return Duration.ofSeconds(Long.parseLong(text));
+            } catch (NumberFormatException e) {
+                throw new BusinessException("Agent 配置字段必须是秒数或 Duration：" + key);
+            }
+        }
+    }
+
+    private List<String> resolveMcpInputs(List<String> values) {
+        if (values == null || values.isEmpty()) {
+            return new ArrayList<>();
+        }
+        List<String> result = new ArrayList<>(values.size());
+        for (String value : values) {
+            result.add(resolveMcpInput(value));
+        }
+        return result;
+    }
+
+    private Map<String, String> resolveMcpInputMap(Map<String, String> values) {
+        if (values == null || values.isEmpty()) {
+            return new LinkedHashMap<>();
+        }
+        Map<String, String> result = new LinkedHashMap<>();
+        values.forEach((key, value) -> result.put(key, resolveMcpInput(value)));
+        return result;
+    }
+
+    private String resolveMcpInput(String value) {
+        if (value == null || value.isBlank()) {
+            return value;
+        }
+        Matcher matcher = MCP_INPUT_PATTERN.matcher(value);
+        StringBuffer resolved = new StringBuffer();
+        while (matcher.find()) {
+            String inputKey = matcher.group(1);
+            String resolvedValue = System.getProperty("mcp.input." + inputKey);
+            if (resolvedValue == null || resolvedValue.isBlank()) {
+                throw new BusinessException("MCP 输入变量未解析：" + inputKey);
+            }
+            matcher.appendReplacement(resolved, Matcher.quoteReplacement(resolvedValue));
+        }
+        matcher.appendTail(resolved);
+        return resolved.toString();
+    }
+
+    private Map<String, Object> mapValue(Map<String, Object> map, String key) {
+        Object value = map == null ? null : map.get(key);
+        if (value == null) {
+            return new LinkedHashMap<>();
+        }
+        if (value instanceof Map<?, ?> raw) {
+            Map<String, Object> result = new LinkedHashMap<>();
+            raw.forEach((rawKey, rawValue) -> result.put(String.valueOf(rawKey), rawValue));
+            return result;
+        }
+        throw new BusinessException("Agent 配置字段必须是对象：" + key);
+    }
+
+    private Map<String, String> stringMapValue(Map<String, Object> map, String key) {
+        Map<String, Object> raw = mapValue(map, key);
+        Map<String, String> result = new LinkedHashMap<>();
+        raw.forEach((rawKey, rawValue) -> {
+            if (rawValue != null) {
+                result.put(rawKey, String.valueOf(rawValue));
+            }
+        });
+        return result;
+    }
+
+    private String stringValue(Map<String, Object> map, String key, String defaultValue) {
+        Object value = map == null ? null : map.get(key);
+        if (value == null) {
+            return defaultValue;
+        }
+        String text = String.valueOf(value);
+        return text.isBlank() ? defaultValue : text;
+    }
+
+    private String firstNonBlank(String first, String second) {
+        return first == null || first.isBlank() ? second : first;
+    }
+
+    private BigInteger firstNonNull(BigInteger first, BigInteger second) {
+        return first == null ? second : first;
+    }
+
+    private record CompiledSyncTool(AgentToolSpec spec, AgentToolInvoker invoker) {
+    }
+
+    private interface ToolCall {
+
+        /**
+         * 调用工具。
+         *
+         * @return 工具结果
+         */
+        Object invoke();
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/tool/PluginToolExecutor.java

@@ -0,0 +1,36 @@
+package tech.easyflow.agent.runtime.tool;
+
+import com.easyagents.core.model.chat.tool.Tool;
+import org.springframework.stereotype.Service;
+import tech.easyflow.ai.entity.PluginItem;
+
+import java.util.Map;
+
+/**
+ * Agent Plugin 工具执行器。
+ */
+@Service
+public class PluginToolExecutor {
+
+    /**
+     * 构建 Plugin 工具声明来源。
+     *
+     * @param pluginItem 插件工具
+     * @return 工具声明来源
+     */
+    public Tool buildTool(PluginItem pluginItem) {
+        return pluginItem.toFunction();
+    }
+
+    /**
+     * 执行 Plugin 工具。
+     *
+     * @param pluginItem 插件工具
+     * @param arguments 执行参数
+     * @return 执行结果
+     */
+    public AgentToolExecutionResult execute(PluginItem pluginItem, Map<String, Object> arguments) {
+        Object result = buildTool(pluginItem).invoke(arguments == null ? Map.of() : arguments);
+        return new AgentToolExecutionResult(result, null);
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/tool/WorkflowToolExecutor.java

@@ -0,0 +1,71 @@
+package tech.easyflow.agent.runtime.tool;
+
+import com.easyagents.flow.core.chain.runtime.ChainExecutor;
+import com.easyagents.core.model.chat.tool.Tool;
+import org.springframework.stereotype.Service;
+import tech.easyflow.ai.easyagents.tool.WorkflowTool;
+import tech.easyflow.ai.easyagentsflow.support.PublishedWorkflowDefinitionIds;
+import tech.easyflow.ai.entity.Workflow;
+
+import java.util.Map;
+
+/**
+ * Agent Workflow 工具执行器。
+ */
+@Service
+public class WorkflowToolExecutor {
+
+    private final ChainExecutor chainExecutor;
+
+    /**
+     * 创建 Workflow 工具执行器。
+     *
+     * @param chainExecutor 工作流执行器
+     */
+    public WorkflowToolExecutor(ChainExecutor chainExecutor) {
+        this.chainExecutor = chainExecutor;
+    }
+
+    /**
+     * 构建 Workflow 工具声明来源。
+     *
+     * @param workflow 工作流
+     * @return 工具声明来源
+     */
+    public Tool buildTool(Workflow workflow) {
+        return new WorkflowTool(workflow, true, definitionId(workflow));
+    }
+
+    /**
+     * 执行 Workflow 工具。
+     *
+     * @param workflow 工作流
+     * @param arguments 执行参数
+     * @return 执行结果
+     */
+    public AgentToolExecutionResult execute(Workflow workflow, Map<String, Object> arguments) {
+        Object result = chainExecutor.execute(definitionId(workflow), arguments == null ? Map.of() : arguments);
+        return new AgentToolExecutionResult(result, resolveBusinessExecutionId(result));
+    }
+
+    private String definitionId(Workflow workflow) {
+        return PublishedWorkflowDefinitionIds.published(String.valueOf(workflow == null ? null : workflow.getId()));
+    }
+
+    private String resolveBusinessExecutionId(Object result) {
+        if (result instanceof Map<?, ?> map) {
+            Object value = firstValue(map, "executionId", "executeId", "chainId", "runId");
+            return value == null ? null : String.valueOf(value);
+        }
+        return null;
+    }
+
+    private Object firstValue(Map<?, ?> map, String... keys) {
+        for (String key : keys) {
+            if (map.containsKey(key)) {
+                return map.get(key);
+            }
+        }
+        return null;
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/service/AgentApprovalStateService.java

@@ -0,0 +1,25 @@
+package tech.easyflow.agent.service;
+
+import tech.easyflow.agent.entity.Agent;
+
+import java.util.Collection;
+
+/**
+ * Agent 审批状态派生服务。
+ */
+public interface AgentApprovalStateService {
+
+    /**
+     * 填充单个 Agent 的审批展示状态。
+     *
+     * @param agent Agent 资源
+     */
+    void fillAgentApprovalState(Agent agent);
+
+    /**
+     * 批量填充 Agent 的审批展示状态。
+     *
+     * @param agents Agent 资源集合
+     */
+    void fillAgentApprovalState(Collection<Agent> agents);
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/service/AgentCategoryService.java

@@ -0,0 +1,10 @@
+package tech.easyflow.agent.service;
+
+import com.mybatisflex.core.service.IService;
+import tech.easyflow.agent.entity.AgentCategory;
+
+/**
+ * Agent 分类服务。
+ */
+public interface AgentCategoryService extends IService<AgentCategory> {
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/service/AgentKnowledgeBindingService.java

@@ -0,0 +1,30 @@
+package tech.easyflow.agent.service;
+
+import com.mybatisflex.core.service.IService;
+import tech.easyflow.agent.entity.AgentKnowledgeBinding;
+
+import java.math.BigInteger;
+import java.util.List;
+
+/**
+ * Agent 知识库绑定服务。
+ */
+public interface AgentKnowledgeBindingService extends IService<AgentKnowledgeBinding> {
+
+    /**
+     * 替换 Agent 知识库绑定。
+     *
+     * @param agentId Agent ID
+     * @param bindings 新绑定列表
+     * @return 保存后的绑定列表
+     */
+    List<AgentKnowledgeBinding> replaceBindings(BigInteger agentId, List<AgentKnowledgeBinding> bindings);
+
+    /**
+     * 查询 Agent 启用知识库绑定。
+     *
+     * @param agentId Agent ID
+     * @return 启用绑定列表
+     */
+    List<AgentKnowledgeBinding> listEnabled(BigInteger agentId);
+}