feat: 增强多实例分布式部署兼容

- 增加定时任务分布式锁并覆盖 chatlog、文档导入和 Agent HITL 过期扫描 - 增强 Redis MQ 多实例 consumer 标识、pending reclaim 和单条处理能力 - 增加文档导入状态 Redis 广播和 Agent HITL 跨节点路由确认
2026-05-29 18:27:46 +08:00
parent cc3bb9cff0
commit 0f4d10c43c
39 changed files with 2703 additions and 17 deletions
--- a/easyflow-modules/easyflow-module-agent/pom.xml
+++ b/easyflow-modules/easyflow-module-agent/pom.xml
@@ -37,6 +37,10 @@
            <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>
@@ -63,5 +67,11 @@
            <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>
--- a/easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/config/AgentRuntimeProperties.java
+++ b/easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/config/AgentRuntimeProperties.java
@@ -1,8 +1,10 @@
 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。
@@ -15,6 +17,36 @@ public class AgentRuntimeProperties {
     */
    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。
     */
@@ -53,6 +85,107 @@ public class AgentRuntimeProperties {
        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。
     *
@@ -124,4 +257,16 @@ public class AgentRuntimeProperties {
    public void setLockRenewInterval(Duration lockRenewInterval) {
        this.lockRenewInterval = lockRenewInterval == null ? Duration.ofMinutes(1) : lockRenewInterval;
    }
+
+    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();
+    }
 }
--- a/easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/distributed/AgentRuntimeCommandAction.java
+++ b/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
+}
--- a/easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/distributed/AgentRuntimeCommandConsumer.java
+++ b/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);
+        }
+    }
+}
--- a/easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/distributed/AgentRuntimeCommandMessage.java
+++ b/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;
+    }
+}
--- a/easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/distributed/AgentRuntimeCommandProducer.java
+++ b/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);
+        }
+    }
+}
--- a/easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/distributed/AgentRuntimeCommandResult.java
+++ b/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;
+    }
+}
--- a/easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/distributed/AgentRuntimeCommandResultRegistry.java
+++ b/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");
+        }
+    }
+}
--- a/easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/distributed/AgentRuntimeNodeHeartbeat.java
+++ b/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);
+    }
+}
--- a/easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/distributed/AgentRuntimeRoute.java
+++ b/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;
+    }
+}
--- a/easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/distributed/AgentRuntimeRouteRegistry.java
+++ b/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);
+        }
+    }
+}
--- a/easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/AgentRunRegistry.java
+++ b/easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/AgentRunRegistry.java
@@ -6,8 +6,10 @@ 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;
@@ -34,6 +36,17 @@ public class AgentRunRegistry {
    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。
@@ -57,6 +70,9 @@ public class AgentRunRegistry {
            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());
+        }
    }

    /**
@@ -126,6 +142,9 @@ public class AgentRunRegistry {
        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);
+            }
        }
    }

@@ -147,7 +166,15 @@ public class AgentRunRegistry {
        owners.remove(requestId);
        Set<String> tokens = requestTokens.remove(requestId);
        if (tokens != null) {
-            tokens.forEach(resumeTokenIndex::remove);
+            tokens.forEach(token -> {
+                resumeTokenIndex.remove(token);
+                if (routeRegistry != null) {
+                    routeRegistry.removeResumeToken(token);
+                }
+            });
+        }
+        if (routeRegistry != null) {
+            routeRegistry.removeRun(requestId);
        }
    }

@@ -257,6 +284,9 @@ public class AgentRunRegistry {
            tokens.remove(resumeToken);
        }
        resumeTokenIndex.remove(resumeToken);
+        if (routeRegistry != null) {
+            routeRegistry.removeResumeToken(resumeToken);
+        }
        AgentResumeToken token = new AgentResumeToken();
        token.setValue(resumeToken);
        AgentResumeRequest request = new AgentResumeRequest();
--- a/easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/AgentRunService.java
+++ b/easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/AgentRunService.java
@@ -19,6 +19,10 @@ 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.distributed.AgentRuntimeCommandAction;
+import tech.easyflow.agent.distributed.AgentRuntimeCommandProducer;
+import tech.easyflow.agent.distributed.AgentRuntimeRoute;
+import tech.easyflow.agent.distributed.AgentRuntimeRouteRegistry;
 import tech.easyflow.agent.runtime.event.AgentRunEventRecorder;
 import tech.easyflow.agent.runtime.hitl.AgentHitlPendingService;
 import tech.easyflow.agent.runtime.lock.AgentRunLock;
@@ -78,6 +82,10 @@ public class AgentRunService {
    @Resource
    private AgentRunRegistry agentRunRegistry;
    @Resource
+    private AgentRuntimeRouteRegistry agentRuntimeRouteRegistry;
+    @Resource
+    private AgentRuntimeCommandProducer agentRuntimeCommandProducer;
+    @Resource
    private AgentRunLock agentRunLock;
    @Resource
    private AgentHitlPendingService agentHitlPendingService;
@@ -231,6 +239,22 @@ public class AgentRunService {
    }

    private void approveRuntime(String requestId, String resumeToken, BigInteger operatorId, String userId) {
+        if (!agentRunRegistry.containsResumeTarget(requestId, resumeToken)) {
+            dispatchRemoteRuntimeCommand(requestId, resumeToken, AgentRuntimeCommandAction.APPROVE, null, operatorId, userId);
+            return;
+        }
+        approveRuntimeLocal(requestId, resumeToken, operatorId, userId);
+    }
+
+    /**
+     * 在当前节点批准工具执行。
+     *
+     * @param requestId 请求 ID
+     * @param resumeToken 恢复令牌
+     * @param operatorId 操作人 ID
+     * @param userId 用户 ID
+     */
+    public void approveRuntimeLocal(String requestId, String resumeToken, BigInteger operatorId, String userId) {
        if (agentRunRegistry.isDraftResumeTarget(requestId, resumeToken)) {
            agentRunRegistry.approve(requestId, resumeToken, userId);
            return;
@@ -252,6 +276,23 @@ public class AgentRunService {
    }

    private void rejectRuntime(String requestId, String resumeToken, String reason, BigInteger operatorId, String userId) {
+        if (!agentRunRegistry.containsResumeTarget(requestId, resumeToken)) {
+            dispatchRemoteRuntimeCommand(requestId, resumeToken, AgentRuntimeCommandAction.REJECT, reason, operatorId, userId);
+            return;
+        }
+        rejectRuntimeLocal(requestId, resumeToken, reason, operatorId, userId);
+    }
+
+    /**
+     * 在当前节点拒绝工具执行。
+     *
+     * @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 rejectRuntimeLocal(String requestId, String resumeToken, String reason, BigInteger operatorId, String userId) {
        if (agentRunRegistry.isDraftResumeTarget(requestId, resumeToken)) {
            agentRunRegistry.reject(requestId, resumeToken, userId, reason);
            return;
@@ -260,6 +301,46 @@ public class AgentRunService {
                () -> agentHitlPendingService.reject(resumeToken, operatorId, reason));
    }

+    private void dispatchRemoteRuntimeCommand(String requestId,
+                                              String resumeToken,
+                                              AgentRuntimeCommandAction action,
+                                              String reason,
+                                              BigInteger operatorId,
+                                              String userId) {
+        String resolvedRequestId = resolveRequestIdForRemoteDispatch(requestId, resumeToken);
+        AgentRuntimeRoute ownerRoute = agentRuntimeRouteRegistry.findOwnerRoute(resolvedRequestId);
+        String ownerNodeId = ownerRoute == null ? null : ownerRoute.getNodeId();
+        if (ownerNodeId == null || ownerNodeId.isBlank()) {
+            throw new BusinessException("Agent 运行节点不可用，请重新发起对话");
+        }
+        if (ownerNodeId.equals(agentRuntimeRouteRegistry.currentNodeId())) {
+            throw new BusinessException("Agent 运行节点不可用，请重新发起对话");
+        }
+        if (!agentRuntimeRouteRegistry.isNodeAlive(ownerNodeId)) {
+            throw new BusinessException("Agent 运行节点不可用，请重新发起对话");
+        }
+        String currentOwnerBootId = agentRuntimeRouteRegistry.currentNodeBootId(ownerNodeId);
+        if (ownerRoute.getBootId() == null || !ownerRoute.getBootId().equals(currentOwnerBootId)) {
+            throw new BusinessException("Agent 运行节点不可用，请重新发起对话");
+        }
+        if (action == AgentRuntimeCommandAction.APPROVE) {
+            agentRuntimeCommandProducer.sendApprove(ownerNodeId, resolvedRequestId, resumeToken, operatorId, userId);
+            return;
+        }
+        agentRuntimeCommandProducer.sendReject(ownerNodeId, resolvedRequestId, resumeToken, reason, operatorId, userId);
+    }
+
+    private String resolveRequestIdForRemoteDispatch(String requestId, String resumeToken) {
+        if (requestId != null && !requestId.isBlank()) {
+            return requestId;
+        }
+        String resolvedRequestId = agentRuntimeRouteRegistry.findRequestIdByResumeToken(resumeToken);
+        if (resolvedRequestId == null || resolvedRequestId.isBlank()) {
+            throw new BusinessException("Agent 运行节点不可用，请重新发起对话");
+        }
+        return resolvedRequestId;
+    }
+
    private void startRuntime(Agent agent,
                              String prompt,
                              String requestId,
--- a/easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/hitl/AgentHitlPendingExpirationTask.java
+++ b/easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/hitl/AgentHitlPendingExpirationTask.java
@@ -5,6 +5,7 @@ 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;

@@ -32,6 +33,7 @@ public class AgentHitlPendingExpirationTask {
     * 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);
--- a/easyflow-modules/easyflow-module-agent/src/test/java/tech/easyflow/agent/distributed/AgentRuntimeCommandConsumerTest.java
+++ b/easyflow-modules/easyflow-module-agent/src/test/java/tech/easyflow/agent/distributed/AgentRuntimeCommandConsumerTest.java
@@ -0,0 +1,159 @@
+package tech.easyflow.agent.distributed;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import org.junit.Assert;
+import org.junit.Test;
+import tech.easyflow.agent.config.AgentRuntimeProperties;
+import tech.easyflow.agent.distributed.AgentRuntimeCommandAction;
+import tech.easyflow.agent.distributed.AgentRuntimeCommandConsumer;
+import tech.easyflow.agent.distributed.AgentRuntimeCommandMessage;
+import tech.easyflow.agent.distributed.AgentRuntimeCommandResultRegistry;
+import tech.easyflow.agent.runtime.AgentRunService;
+import tech.easyflow.common.mq.config.MQProperties;
+import tech.easyflow.common.mq.core.MQMessage;
+
+import java.math.BigInteger;
+import java.util.List;
+
+/**
+ * {@link AgentRuntimeCommandConsumer} 回归测试。
+ */
+public class AgentRuntimeCommandConsumerTest {
+
+    /**
+     * 验证消费者只处理发给当前节点的命令。
+     *
+     * @throws Exception 消息序列化异常
+     */
+    @Test
+    public void consumerShouldHandleOnlyCurrentNodeCommand() throws Exception {
+        AgentRuntimeProperties properties = new AgentRuntimeProperties();
+        properties.setInstanceId("node-a");
+        MQProperties mqProperties = new MQProperties();
+        mqProperties.getRedis().setChatPersistShardCount(4);
+        RecordingAgentRunService service = new RecordingAgentRunService();
+        RecordingCommandResultRegistry resultRegistry = new RecordingCommandResultRegistry();
+        AgentRuntimeCommandConsumer consumer =
+                new AgentRuntimeCommandConsumer(new ObjectMapper(), properties, mqProperties, service, resultRegistry);
+
+        consumer.handle(List.of(message(command("cmd-1", "node-b")), message(command("cmd-2", "node-a"))));
+
+        Assert.assertEquals(1, service.approveCount);
+        Assert.assertEquals("request-cmd-2", service.lastRequestId);
+        Assert.assertEquals(4, consumer.subscription().getShardCount());
+        Assert.assertFalse(consumer.subscription().isBatchEnabled());
+        Assert.assertEquals("cmd-2", resultRegistry.lastSuccessCommandId);
+    }
+
+    /**
+     * 验证 owner 本机执行失败时写入失败结果，避免 MQ 重试重复消费一次性 token。
+     *
+     * @throws Exception 消息序列化异常
+     */
+    @Test
+    public void consumerShouldMarkFailureWhenLocalRuntimeFails() throws Exception {
+        AgentRuntimeProperties properties = new AgentRuntimeProperties();
+        properties.setInstanceId("node-a");
+        MQProperties mqProperties = new MQProperties();
+        FailingAgentRunService service = new FailingAgentRunService();
+        RecordingCommandResultRegistry resultRegistry = new RecordingCommandResultRegistry();
+        AgentRuntimeCommandConsumer consumer =
+                new AgentRuntimeCommandConsumer(new ObjectMapper(), properties, mqProperties, service, resultRegistry);
+
+        consumer.handle(List.of(message(command("cmd-1", "node-a"))));
+
+        Assert.assertEquals("cmd-1", resultRegistry.lastFailureCommandId);
+        Assert.assertEquals("runtime missing", resultRegistry.lastFailureMessage);
+    }
+
+    /**
+     * 验证成功结果写入失败不会再次执行或改写为失败结果。
+     *
+     * @throws Exception 消息序列化异常
+     */
+    @Test
+    public void consumerShouldNotMarkFailureWhenSuccessResultWriteFails() throws Exception {
+        AgentRuntimeProperties properties = new AgentRuntimeProperties();
+        properties.setInstanceId("node-a");
+        MQProperties mqProperties = new MQProperties();
+        RecordingAgentRunService service = new RecordingAgentRunService();
+        FailingSuccessResultRegistry resultRegistry = new FailingSuccessResultRegistry();
+        AgentRuntimeCommandConsumer consumer =
+                new AgentRuntimeCommandConsumer(new ObjectMapper(), properties, mqProperties, service, resultRegistry);
+
+        consumer.handle(List.of(message(command("cmd-1", "node-a"))));
+
+        Assert.assertEquals(1, service.approveCount);
+        Assert.assertNull(resultRegistry.lastFailureCommandId);
+    }
+
+    private AgentRuntimeCommandMessage command(String commandId, String targetNodeId) {
+        AgentRuntimeCommandMessage command = new AgentRuntimeCommandMessage();
+        command.setCommandId(commandId);
+        command.setRequestId("request-" + commandId);
+        command.setResumeToken("token-" + commandId);
+        command.setAction(AgentRuntimeCommandAction.APPROVE);
+        command.setOperatorId(BigInteger.ONE);
+        command.setUserId("1");
+        command.setTargetNodeId(targetNodeId);
+        return command;
+    }
+
+    private MQMessage message(AgentRuntimeCommandMessage command) throws Exception {
+        MQMessage message = new MQMessage();
+        message.setMessageId(command.getCommandId());
+        message.setBody(new ObjectMapper().writeValueAsString(command));
+        return message;
+    }
+
+    private static final class RecordingAgentRunService extends AgentRunService {
+
+        private int approveCount;
+        private String lastRequestId;
+
+        @Override
+        public void approveRuntimeLocal(String requestId, String resumeToken, BigInteger operatorId, String userId) {
+            approveCount++;
+            lastRequestId = requestId;
+        }
+    }
+
+    private static class RecordingCommandResultRegistry extends AgentRuntimeCommandResultRegistry {
+
+        private String lastSuccessCommandId;
+        String lastFailureCommandId;
+        private String lastFailureMessage;
+
+        private RecordingCommandResultRegistry() {
+            super(null, null, null);
+        }
+
+        @Override
+        public void markSuccess(String commandId) {
+            lastSuccessCommandId = commandId;
+        }
+
+        @Override
+        public void markFailure(String commandId, String message) {
+            lastFailureCommandId = commandId;
+            lastFailureMessage = message;
+        }
+    }
+
+    private static final class FailingAgentRunService extends AgentRunService {
+
+        @Override
+        public void approveRuntimeLocal(String requestId, String resumeToken, BigInteger operatorId, String userId) {
+            throw new RuntimeException("runtime missing");
+        }
+    }
+
+    private static final class FailingSuccessResultRegistry extends RecordingCommandResultRegistry {
+
+        @Override
+        public void markSuccess(String commandId) {
+            super.markSuccess(commandId);
+            throw new RuntimeException("redis down");
+        }
+    }
+}
--- a/easyflow-modules/easyflow-module-agent/src/test/java/tech/easyflow/agent/distributed/AgentRuntimeCommandResultRegistryTest.java
+++ b/easyflow-modules/easyflow-module-agent/src/test/java/tech/easyflow/agent/distributed/AgentRuntimeCommandResultRegistryTest.java
@@ -0,0 +1,91 @@
+package tech.easyflow.agent.distributed;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+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 tech.easyflow.agent.config.AgentRuntimeProperties;
+import tech.easyflow.agent.distributed.AgentRuntimeCommandResult;
+import tech.easyflow.agent.distributed.AgentRuntimeCommandResultRegistry;
+import tech.easyflow.common.web.exceptions.BusinessException;
+
+import java.time.Duration;
+
+/**
+ * {@link AgentRuntimeCommandResultRegistry} 回归测试。
+ */
+public class AgentRuntimeCommandResultRegistryTest {
+
+    /**
+     * 验证成功结果可被等待方读取。
+     */
+    @Test
+    public void waitForResultShouldReturnSuccessResult() {
+        StringRedisTemplate redisTemplate = Mockito.mock(StringRedisTemplate.class);
+        @SuppressWarnings("unchecked")
+        ValueOperations<String, String> valueOperations = Mockito.mock(ValueOperations.class);
+        Mockito.when(redisTemplate.opsForValue()).thenReturn(valueOperations);
+        Mockito.when(valueOperations.get("easyflow:agent:runtime:command-result:cmd-1"))
+                .thenReturn("{\"success\":true,\"message\":\"OK\"}");
+        AgentRuntimeCommandResultRegistry registry = registry(redisTemplate);
+
+        AgentRuntimeCommandResult result = registry.waitForResult("cmd-1");
+
+        Assert.assertTrue(result.isSuccess());
+        Assert.assertEquals("OK", result.getMessage());
+    }
+
+    /**
+     * 验证写入失败结果时使用配置的 TTL。
+     */
+    @Test
+    public void markFailureShouldWriteResultWithTtl() {
+        StringRedisTemplate redisTemplate = Mockito.mock(StringRedisTemplate.class);
+        @SuppressWarnings("unchecked")
+        ValueOperations<String, String> valueOperations = Mockito.mock(ValueOperations.class);
+        Mockito.when(redisTemplate.opsForValue()).thenReturn(valueOperations);
+        AgentRuntimeProperties properties = properties();
+        AgentRuntimeCommandResultRegistry registry =
+                new AgentRuntimeCommandResultRegistry(redisTemplate, new ObjectMapper(), properties);
+
+        registry.markFailure("cmd-1", "failed");
+
+        Mockito.verify(valueOperations).set(
+                ArgumentMatchers.eq("easyflow:agent:runtime:command-result:cmd-1"),
+                ArgumentMatchers.contains("\"success\":false"),
+                ArgumentMatchers.eq(properties.getCommandResultTtl()));
+    }
+
+    /**
+     * 验证等待超时时抛出明确业务异常。
+     */
+    @Test
+    public void waitForResultShouldThrowBusinessExceptionWhenTimeout() {
+        StringRedisTemplate redisTemplate = Mockito.mock(StringRedisTemplate.class);
+        @SuppressWarnings("unchecked")
+        ValueOperations<String, String> valueOperations = Mockito.mock(ValueOperations.class);
+        Mockito.when(redisTemplate.opsForValue()).thenReturn(valueOperations);
+        Mockito.when(valueOperations.get(ArgumentMatchers.anyString())).thenReturn(null);
+        AgentRuntimeCommandResultRegistry registry = registry(redisTemplate);
+
+        BusinessException exception = Assert.assertThrows(
+                BusinessException.class,
+                () -> registry.waitForResult("cmd-1"));
+
+        Assert.assertEquals("Agent 运行节点响应超时，请稍后重试", exception.getMessage());
+    }
+
+    private AgentRuntimeCommandResultRegistry registry(StringRedisTemplate redisTemplate) {
+        return new AgentRuntimeCommandResultRegistry(redisTemplate, new ObjectMapper(), properties());
+    }
+
+    private AgentRuntimeProperties properties() {
+        AgentRuntimeProperties properties = new AgentRuntimeProperties();
+        properties.setCommandResultTimeout(Duration.ofMillis(10));
+        properties.setCommandResultTtl(Duration.ofMinutes(5));
+        return properties;
+    }
+}
--- a/easyflow-modules/easyflow-module-agent/src/test/java/tech/easyflow/agent/distributed/AgentRuntimeRouteRegistryTest.java
+++ b/easyflow-modules/easyflow-module-agent/src/test/java/tech/easyflow/agent/distributed/AgentRuntimeRouteRegistryTest.java
@@ -0,0 +1,108 @@
+package tech.easyflow.agent.distributed;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+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 tech.easyflow.agent.config.AgentRuntimeProperties;
+import tech.easyflow.agent.distributed.AgentRuntimeRouteRegistry;
+
+import java.time.Duration;
+
+/**
+ * {@link AgentRuntimeRouteRegistry} 回归测试。
+ */
+public class AgentRuntimeRouteRegistryTest {
+
+    /**
+     * 验证注册运行态和恢复令牌时写入 Redis 路由。
+     */
+    @Test
+    public void registerShouldWriteRunAndTokenRoutes() {
+        StringRedisTemplate redisTemplate = Mockito.mock(StringRedisTemplate.class);
+        @SuppressWarnings("unchecked")
+        ValueOperations<String, String> valueOperations = Mockito.mock(ValueOperations.class);
+        Mockito.when(redisTemplate.opsForValue()).thenReturn(valueOperations);
+        AgentRuntimeProperties properties = properties("node-a");
+        AgentRuntimeRouteRegistry registry = registry(redisTemplate, properties);
+
+        registry.registerRun("request-1");
+        registry.registerResumeToken("request-1", "token-1");
+
+        Mockito.verify(valueOperations).set(
+                ArgumentMatchers.eq("easyflow:agent:runtime:request:request-1"),
+                ArgumentMatchers.contains("\"nodeId\":\"node-a\""),
+                ArgumentMatchers.eq(Duration.ofHours(24)));
+        Mockito.verify(valueOperations).set(
+                "easyflow:agent:runtime:resume-token:token-1", "request-1", Duration.ofHours(24));
+    }
+
+    /**
+     * 验证运行结束时清理 Redis 路由。
+     */
+    @Test
+    public void removeShouldDeleteRunAndTokenRoutes() {
+        StringRedisTemplate redisTemplate = Mockito.mock(StringRedisTemplate.class);
+        AgentRuntimeRouteRegistry registry = registry(redisTemplate, properties("node-a"));
+
+        registry.removeRun("request-1");
+        registry.removeResumeToken("token-1");
+
+        Mockito.verify(redisTemplate).delete("easyflow:agent:runtime:request:request-1");
+        Mockito.verify(redisTemplate).delete("easyflow:agent:runtime:resume-token:token-1");
+    }
+
+    /**
+     * 验证查询 owner 节点和 token 反查请求 ID。
+     */
+    @Test
+    public void findShouldReadRoutes() {
+        StringRedisTemplate redisTemplate = Mockito.mock(StringRedisTemplate.class);
+        @SuppressWarnings("unchecked")
+        ValueOperations<String, String> valueOperations = Mockito.mock(ValueOperations.class);
+        Mockito.when(redisTemplate.opsForValue()).thenReturn(valueOperations);
+        Mockito.when(valueOperations.get(ArgumentMatchers.eq("easyflow:agent:runtime:request:request-1")))
+                .thenReturn("{\"nodeId\":\"node-a\",\"bootId\":\"boot-a\"}");
+        Mockito.when(valueOperations.get(ArgumentMatchers.eq("easyflow:agent:runtime:resume-token:token-1")))
+                .thenReturn("request-1");
+        AgentRuntimeRouteRegistry registry = registry(redisTemplate, properties("node-a"));
+
+        Assert.assertEquals("node-a", registry.findOwnerNode("request-1"));
+        Assert.assertEquals("boot-a", registry.findOwnerRoute("request-1").getBootId());
+        Assert.assertEquals("request-1", registry.findRequestIdByResumeToken("token-1"));
+    }
+
+    /**
+     * 验证节点心跳写入和存活查询。
+     */
+    @Test
+    public void heartbeatShouldWriteAndReadNodeAliveState() {
+        StringRedisTemplate redisTemplate = Mockito.mock(StringRedisTemplate.class);
+        @SuppressWarnings("unchecked")
+        ValueOperations<String, String> valueOperations = Mockito.mock(ValueOperations.class);
+        Mockito.when(redisTemplate.opsForValue()).thenReturn(valueOperations);
+        AgentRuntimeProperties properties = properties("node-a");
+        Mockito.when(valueOperations.get("easyflow:agent:runtime:node:node-a")).thenReturn(properties.getBootId());
+        AgentRuntimeRouteRegistry registry = registry(redisTemplate, properties);
+
+        registry.heartbeat(Duration.ofSeconds(90));
+
+        Mockito.verify(valueOperations).set("easyflow:agent:runtime:node:node-a", properties.getBootId(), Duration.ofSeconds(90));
+        Assert.assertTrue(registry.isNodeAlive("node-a"));
+        Assert.assertEquals(properties.getBootId(), registry.currentNodeBootId("node-a"));
+    }
+
+    private AgentRuntimeProperties properties(String instanceId) {
+        AgentRuntimeProperties properties = new AgentRuntimeProperties();
+        properties.setInstanceId(instanceId);
+        properties.setRouteTtl(Duration.ofHours(24));
+        return properties;
+    }
+
+    private AgentRuntimeRouteRegistry registry(StringRedisTemplate redisTemplate, AgentRuntimeProperties properties) {
+        return new AgentRuntimeRouteRegistry(redisTemplate, properties, new ObjectMapper());
+    }
+}
--- a/easyflow-modules/easyflow-module-agent/src/test/java/tech/easyflow/agent/runtime/AgentRunServiceDraftAndHitlTest.java
+++ b/easyflow-modules/easyflow-module-agent/src/test/java/tech/easyflow/agent/runtime/AgentRunServiceDraftAndHitlTest.java
@@ -15,6 +15,9 @@ import tech.easyflow.agent.entity.AgentHitlPending;
 import tech.easyflow.agent.entity.Agent;
 import tech.easyflow.agent.entity.AgentKnowledgeBinding;
 import tech.easyflow.agent.entity.AgentToolBinding;
+import tech.easyflow.agent.distributed.AgentRuntimeCommandProducer;
+import tech.easyflow.agent.distributed.AgentRuntimeRoute;
+import tech.easyflow.agent.distributed.AgentRuntimeRouteRegistry;
 import tech.easyflow.agent.runtime.event.AgentRunEventRecorder;
 import tech.easyflow.agent.runtime.hitl.AgentHitlPendingService;
 import tech.easyflow.agent.runtime.lock.AgentRunLock;
@@ -532,6 +535,139 @@ public class AgentRunServiceDraftAndHitlTest {
        Assert.assertEquals(1, pendingService.approveCount);
    }

+    /**
+     * 验证本机存在恢复目标时不投递远程命令。
+     *
+     * @throws Exception 反射调用失败时抛出
+     */
+    @Test
+    public void approveShouldNotDispatchRemoteWhenLocalRuntimeExists() throws Exception {
+        AgentRunService service = new AgentRunService();
+        AgentRunRegistry registry = new AgentRunRegistry();
+        RecordingAgentHitlPendingService pendingService = new RecordingAgentHitlPendingService();
+        RecordingRouteRegistry routeRegistry = new RecordingRouteRegistry("node-a");
+        RecordingCommandProducer commandProducer = new RecordingCommandProducer();
+        setField(service, "agentRunRegistry", registry);
+        setField(service, "agentHitlPendingService", pendingService);
+        setField(service, "agentRuntimeRouteRegistry", routeRegistry);
+        setField(service, "agentRuntimeCommandProducer", commandProducer);
+
+        registry.register(runContext("request-local-approve", "session-local-approve", true));
+        registry.registerResumeToken("request-local-approve", "token-local-approve");
+        invoke(service, "approveRuntime",
+                new Class<?>[]{String.class, String.class, BigInteger.class, String.class},
+                "request-local-approve", "token-local-approve", BigInteger.ONE, "1");
+
+        Assert.assertEquals(1, pendingService.approveCount);
+        Assert.assertEquals(0, commandProducer.approveCount);
+    }
+
+    /**
+     * 验证本机无运行态但 Redis owner 存在时投递远程命令。
+     *
+     * @throws Exception 反射调用失败时抛出
+     */
+    @Test
+    public void approveShouldDispatchRemoteWhenOwnerIsRemoteNode() throws Exception {
+        AgentRunService service = new AgentRunService();
+        RecordingRouteRegistry routeRegistry = new RecordingRouteRegistry("node-b");
+        routeRegistry.requestIdByToken = "request-remote-approve";
+        routeRegistry.ownerNode = "node-a";
+        routeRegistry.ownerBootId = "boot-a";
+        routeRegistry.currentOwnerBootId = "boot-a";
+        routeRegistry.nodeAlive = true;
+        RecordingCommandProducer commandProducer = new RecordingCommandProducer();
+        setField(service, "agentRunRegistry", new AgentRunRegistry());
+        setField(service, "agentRuntimeRouteRegistry", routeRegistry);
+        setField(service, "agentRuntimeCommandProducer", commandProducer);
+
+        invoke(service, "approveRuntime",
+                new Class<?>[]{String.class, String.class, BigInteger.class, String.class},
+                null, "token-remote-approve", BigInteger.ONE, "1");
+
+        Assert.assertEquals(1, commandProducer.approveCount);
+        Assert.assertEquals("node-a", commandProducer.lastTargetNodeId);
+        Assert.assertEquals("request-remote-approve", commandProducer.lastRequestId);
+    }
+
+    /**
+     * 验证 owner 缺失时明确失败。
+     *
+     * @throws Exception 反射调用失败时抛出
+     */
+    @Test
+    public void approveShouldFailWhenOwnerRouteMissing() throws Exception {
+        AgentRunService service = new AgentRunService();
+        RecordingRouteRegistry routeRegistry = new RecordingRouteRegistry("node-b");
+        routeRegistry.requestIdByToken = "request-missing-owner";
+        setField(service, "agentRunRegistry", new AgentRunRegistry());
+        setField(service, "agentRuntimeRouteRegistry", routeRegistry);
+        setField(service, "agentRuntimeCommandProducer", new RecordingCommandProducer());
+
+        try {
+            invoke(service, "approveRuntime",
+                    new Class<?>[]{String.class, String.class, BigInteger.class, String.class},
+                    null, "token-missing-owner", BigInteger.ONE, "1");
+            Assert.fail("expected BusinessException");
+        } catch (Exception e) {
+            Assert.assertTrue(rootCause(e) instanceof BusinessException);
+        }
+    }
+
+    /**
+     * 验证 owner 重启后启动代不匹配会明确失败。
+     *
+     * @throws Exception 反射调用失败时抛出
+     */
+    @Test
+    public void approveShouldFailWhenOwnerBootIdChanged() throws Exception {
+        AgentRunService service = new AgentRunService();
+        RecordingRouteRegistry routeRegistry = new RecordingRouteRegistry("node-b");
+        routeRegistry.requestIdByToken = "request-restarted-owner";
+        routeRegistry.ownerNode = "node-a";
+        routeRegistry.ownerBootId = "boot-old";
+        routeRegistry.currentOwnerBootId = "boot-new";
+        routeRegistry.nodeAlive = true;
+        setField(service, "agentRunRegistry", new AgentRunRegistry());
+        setField(service, "agentRuntimeRouteRegistry", routeRegistry);
+        setField(service, "agentRuntimeCommandProducer", new RecordingCommandProducer());
+
+        try {
+            invoke(service, "approveRuntime",
+                    new Class<?>[]{String.class, String.class, BigInteger.class, String.class},
+                    null, "token-restarted-owner", BigInteger.ONE, "1");
+            Assert.fail("expected BusinessException");
+        } catch (Exception e) {
+            Assert.assertTrue(rootCause(e) instanceof BusinessException);
+        }
+    }
+
+    /**
+     * 验证 owner 路由存在但节点心跳缺失时明确失败。
+     *
+     * @throws Exception 反射调用失败时抛出
+     */
+    @Test
+    public void approveShouldFailWhenOwnerNodeHeartbeatMissing() throws Exception {
+        AgentRunService service = new AgentRunService();
+        RecordingRouteRegistry routeRegistry = new RecordingRouteRegistry("node-b");
+        routeRegistry.requestIdByToken = "request-offline-owner";
+        routeRegistry.ownerNode = "node-a";
+        routeRegistry.nodeAlive = false;
+        setField(service, "agentRunRegistry", new AgentRunRegistry());
+        setField(service, "agentRuntimeRouteRegistry", routeRegistry);
+        setField(service, "agentRuntimeCommandProducer", new RecordingCommandProducer());
+
+        try {
+            invoke(service, "approveRuntime",
+                    new Class<?>[]{String.class, String.class, BigInteger.class, String.class},
+                    null, "token-offline-owner", BigInteger.ONE, "1");
+            Assert.fail("expected BusinessException");
+        } catch (Exception e) {
+            Assert.assertTrue(rootCause(e) instanceof BusinessException);
+        }
+    }
+
    /**
     * 验证清理草稿会话只清草稿 store，不触碰 MySQL pending 清理。
     *
@@ -785,6 +921,72 @@ public class AgentRunServiceDraftAndHitlTest {
        }
    }

+    private static class RecordingRouteRegistry extends AgentRuntimeRouteRegistry {
+
+        private final String currentNodeId;
+        private String ownerNode;
+        private String ownerBootId;
+        private String currentOwnerBootId;
+        private String requestIdByToken;
+        private boolean nodeAlive;
+
+        private RecordingRouteRegistry(String currentNodeId) {
+            super(null, null, null);
+            this.currentNodeId = currentNodeId;
+        }
+
+        @Override
+        public String findOwnerNode(String requestId) {
+            return ownerNode;
+        }
+
+        @Override
+        public AgentRuntimeRoute findOwnerRoute(String requestId) {
+            AgentRuntimeRoute route = new AgentRuntimeRoute();
+            route.setNodeId(ownerNode);
+            route.setBootId(ownerBootId);
+            return route;
+        }
+
+        @Override
+        public String findRequestIdByResumeToken(String resumeToken) {
+            return requestIdByToken;
+        }
+
+        @Override
+        public String currentNodeId() {
+            return currentNodeId;
+        }
+
+        @Override
+        public boolean isNodeAlive(String nodeId) {
+            return nodeAlive;
+        }
+
+        @Override
+        public String currentNodeBootId(String nodeId) {
+            return currentOwnerBootId;
+        }
+    }
+
+    private static class RecordingCommandProducer extends AgentRuntimeCommandProducer {
+
+        private int approveCount;
+        private String lastTargetNodeId;
+        private String lastRequestId;
+
+        @Override
+        public void sendApprove(String targetNodeId,
+                                String requestId,
+                                String resumeToken,
+                                BigInteger operatorId,
+                                String userId) {
+            approveCount++;
+            lastTargetNodeId = targetNodeId;
+            lastRequestId = requestId;
+        }
+    }
+
    private static class RecordingAgentRuntimeFactory implements AgentRuntimeFactory {

        private final AgentRuntime runtime;
--- a/easyflow-modules/easyflow-module-ai/pom.xml
+++ b/easyflow-modules/easyflow-module-ai/pom.xml
@@ -131,5 +131,11 @@
            <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>
--- a/easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/config/AiModuleConfig.java
+++ b/easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/config/AiModuleConfig.java
@@ -5,11 +5,13 @@ import org.springframework.boot.autoconfigure.AutoConfiguration;
 import org.springframework.boot.context.properties.EnableConfigurationProperties;
 import org.springframework.context.annotation.ComponentScan;
 import tech.easyflow.ai.documentimport.task.DocumentImportParseMonitorProperties;
+import tech.easyflow.ai.documentimport.task.DocumentImportStatusBroadcastProperties;

@MapperScan("tech.easyflow.ai.mapper")
@ComponentScan("tech.easyflow.ai")
@EnableConfigurationProperties({
    DocumentImportParseMonitorProperties.class,
+    DocumentImportStatusBroadcastProperties.class,
    RagHealthProperties.class
 })
@AutoConfiguration
--- a/easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/documentimport/task/DocumentImportParseMonitor.java
+++ b/easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/documentimport/task/DocumentImportParseMonitor.java
@@ -2,6 +2,7 @@ package tech.easyflow.ai.documentimport.task;

 import org.springframework.scheduling.annotation.Scheduled;
 import org.springframework.stereotype.Component;
+import tech.easyflow.common.cache.DistributedScheduledLock;

 /**
 * 知识库文档解析任务收敛器。
@@ -27,6 +28,7 @@ public class DocumentImportParseMonitor {
        fixedDelayString = "${easyflow.ai.document-import.parse-monitor.fixed-delay:10000}",
        initialDelayString = "${easyflow.ai.document-import.parse-monitor.initial-delay:10000}"
    )
+    @DistributedScheduledLock(key = "easyflow:schedule:document-import:parse-monitor", leaseSeconds = 300L)
    public void reconcileRunningParseTasks() {
        appService.monitorRunningParseTasks();
    }
--- a/easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/documentimport/task/DocumentImportStatusBroadcastConfig.java
+++ b/easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/documentimport/task/DocumentImportStatusBroadcastConfig.java
@@ -0,0 +1,79 @@
+package tech.easyflow.ai.documentimport.task;
+
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springframework.context.annotation.Bean;
+import org.springframework.context.annotation.Configuration;
+import org.springframework.data.redis.connection.Message;
+import org.springframework.data.redis.connection.MessageListener;
+import org.springframework.data.redis.connection.RedisConnectionFactory;
+import org.springframework.data.redis.listener.ChannelTopic;
+import org.springframework.data.redis.listener.RedisMessageListenerContainer;
+
+import java.math.BigInteger;
+import java.nio.charset.StandardCharsets;
+
+/**
+ * 文档导入状态 Redis 广播配置。
+ */
+@Configuration
+public class DocumentImportStatusBroadcastConfig {
+
+    private static final Logger LOG = LoggerFactory.getLogger(DocumentImportStatusBroadcastConfig.class);
+
+    /**
+     * 创建文档导入状态广播监听容器。
+     *
+     * @param connectionFactory Redis 连接工厂
+     * @param streamService 文档导入状态流服务
+     * @param properties 文档导入监控配置
+     * @return Redis 消息监听容器
+     */
+    @Bean
+    public RedisMessageListenerContainer documentImportStatusListenerContainer(
+        RedisConnectionFactory connectionFactory,
+        DocumentImportTaskStatusStreamService streamService,
+        DocumentImportStatusBroadcastProperties properties
+    ) {
+        RedisMessageListenerContainer container = new RedisMessageListenerContainer();
+        container.setConnectionFactory(connectionFactory);
+        container.addMessageListener(
+            new DocumentImportStatusMessageListener(streamService),
+            new ChannelTopic(properties.getStatusBroadcastChannel())
+        );
+        return container;
+    }
+
+    /**
+     * 文档导入状态广播监听器。
+     */
+    private static final class DocumentImportStatusMessageListener implements MessageListener {
+
+        private final DocumentImportTaskStatusStreamService streamService;
+
+        /**
+         * 创建监听器。
+         *
+         * @param streamService 文档导入状态流服务
+         */
+        private DocumentImportStatusMessageListener(DocumentImportTaskStatusStreamService streamService) {
+            this.streamService = streamService;
+        }
+
+        /**
+         * 处理 Redis 广播消息。
+         *
+         * @param message 消息
+         * @param pattern 订阅模式
+         */
+        @Override
+        public void onMessage(Message message, byte[] pattern) {
+            String payload = new String(message.getBody(), StandardCharsets.UTF_8);
+            try {
+                streamService.publishLocal(new BigInteger(payload));
+            } catch (RuntimeException e) {
+                LOG.warn("处理文档导入状态广播失败: payload={}", payload, e);
+            }
+        }
+    }
+}
--- a/easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/documentimport/task/DocumentImportStatusBroadcastProperties.java
+++ b/easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/documentimport/task/DocumentImportStatusBroadcastProperties.java
@@ -0,0 +1,34 @@
+package tech.easyflow.ai.documentimport.task;
+
+import org.springframework.boot.context.properties.ConfigurationProperties;
+
+/**
+ * 文档导入状态广播配置。
+ */
+@ConfigurationProperties(prefix = "easyflow.ai.document-import")
+public class DocumentImportStatusBroadcastProperties {
+
+    private String statusBroadcastChannel = "easyflow:document-import:status";
+
+    /**
+     * 获取文档导入状态广播通道。
+     *
+     * @return Redis 广播通道
+     */
+    public String getStatusBroadcastChannel() {
+        return statusBroadcastChannel;
+    }
+
+    /**
+     * 设置文档导入状态广播通道。
+     *
+     * @param statusBroadcastChannel Redis 广播通道
+     */
+    public void setStatusBroadcastChannel(String statusBroadcastChannel) {
+        if (statusBroadcastChannel == null || statusBroadcastChannel.trim().isEmpty()) {
+            this.statusBroadcastChannel = "easyflow:document-import:status";
+            return;
+        }
+        this.statusBroadcastChannel = statusBroadcastChannel.trim();
+    }
+}
--- a/easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/documentimport/task/DocumentImportTaskStatusStreamService.java
+++ b/easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/documentimport/task/DocumentImportTaskStatusStreamService.java
@@ -1,6 +1,7 @@
 package tech.easyflow.ai.documentimport.task;

 import org.springframework.http.MediaType;
+import org.springframework.data.redis.core.StringRedisTemplate;
 import org.springframework.scheduling.concurrent.ThreadPoolTaskExecutor;
 import org.springframework.stereotype.Service;
 import org.springframework.transaction.support.TransactionSynchronization;
@@ -43,6 +44,12 @@ public class DocumentImportTaskStatusStreamService {
    @Resource(name = "sseThreadPool")
    private ThreadPoolTaskExecutor sseThreadPool;

+    @Resource
+    private StringRedisTemplate stringRedisTemplate;
+
+    @Resource
+    private DocumentImportStatusBroadcastProperties statusBroadcastProperties;
+
    /**
     * 订阅知识库文档任务状态流。
     *
@@ -75,7 +82,7 @@ public class DocumentImportTaskStatusStreamService {
        if (documentId == null) {
            return;
        }
-        Runnable publishAction = () -> publishNow(documentId);
+        Runnable publishAction = () -> publishStatusChange(documentId);
        if (TransactionSynchronizationManager.isSynchronizationActive()
            && TransactionSynchronizationManager.isActualTransactionActive()) {
            TransactionSynchronizationManager.registerSynchronization(new TransactionSynchronization() {
@@ -89,7 +96,22 @@ public class DocumentImportTaskStatusStreamService {
        publishAction.run();
    }

-    private void publishNow(BigInteger documentId) {
+    /**
+     * 处理 Redis 广播收到的文档状态变更。
+     *
+     * @param documentId 文档 ID
+     */
+    public void publishLocal(BigInteger documentId) {
+        publishNow(documentId);
+    }
+
+    private void publishStatusChange(BigInteger documentId) {
+        // 先推送本机连接，降低单机部署和广播链路延迟。
+        publishNow(documentId);
+        stringRedisTemplate.convertAndSend(statusBroadcastProperties.getStatusBroadcastChannel(), documentId.toString());
+    }
+
+    void publishNow(BigInteger documentId) {
        Document document = documentMapper.selectOneById(documentId);
        if (document == null || document.getCollectionId() == null) {
            return;
--- a/easyflow-modules/easyflow-module-ai/src/test/java/tech/easyflow/ai/documentimport/task/DocumentImportTaskStatusStreamServiceTest.java
+++ b/easyflow-modules/easyflow-module-ai/src/test/java/tech/easyflow/ai/documentimport/task/DocumentImportTaskStatusStreamServiceTest.java
@@ -0,0 +1,97 @@
+package tech.easyflow.ai.documentimport.task;
+
+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.scheduling.concurrent.ThreadPoolTaskExecutor;
+import tech.easyflow.ai.entity.Document;
+import tech.easyflow.ai.mapper.DocumentMapper;
+
+import java.lang.reflect.Field;
+import java.math.BigInteger;
+import java.util.concurrent.atomic.AtomicReference;
+
+/**
+ * {@link DocumentImportTaskStatusStreamService} 回归测试。
+ */
+public class DocumentImportTaskStatusStreamServiceTest {
+
+    /**
+     * 验证文档状态变更会向 Redis 广播文档 ID。
+     *
+     * @throws Exception 反射注入异常
+     */
+    @Test
+    public void publishAfterCommitShouldBroadcastDocumentId() throws Exception {
+        StringRedisTemplate redisTemplate = Mockito.mock(StringRedisTemplate.class);
+        DocumentImportTaskStatusStreamService service = new DocumentImportTaskStatusStreamService();
+        setField(service, "documentMapper", mockDocumentMapper());
+        setField(service, "sseThreadPool", directExecutor());
+        setField(service, "stringRedisTemplate", redisTemplate);
+        setField(service, "statusBroadcastProperties", statusBroadcastProperties());
+
+        service.publishAfterCommit(BigInteger.valueOf(101));
+
+        Mockito.verify(redisTemplate).convertAndSend("easyflow:document-import:test-status", "101");
+    }
+
+    /**
+     * 验证收到 Redis 广播后会重新查询文档状态。
+     *
+     * @throws Exception 反射注入异常
+     */
+    @Test
+    public void publishLocalShouldReloadDocumentStatus() throws Exception {
+        AtomicReference<BigInteger> selectedIdRef = new AtomicReference<BigInteger>();
+        DocumentImportTaskStatusStreamService service = new DocumentImportTaskStatusStreamService();
+        setField(service, "documentMapper", mockDocumentMapper(selectedIdRef));
+        setField(service, "sseThreadPool", directExecutor());
+        setField(service, "stringRedisTemplate", Mockito.mock(StringRedisTemplate.class));
+        setField(service, "statusBroadcastProperties", statusBroadcastProperties());
+
+        service.publishLocal(BigInteger.valueOf(202));
+
+        Assert.assertEquals(BigInteger.valueOf(202), selectedIdRef.get());
+    }
+
+    private DocumentImportStatusBroadcastProperties statusBroadcastProperties() {
+        DocumentImportStatusBroadcastProperties properties = new DocumentImportStatusBroadcastProperties();
+        properties.setStatusBroadcastChannel("easyflow:document-import:test-status");
+        return properties;
+    }
+
+    private DocumentMapper mockDocumentMapper() {
+        return mockDocumentMapper(new AtomicReference<BigInteger>());
+    }
+
+    private DocumentMapper mockDocumentMapper(AtomicReference<BigInteger> selectedIdRef) {
+        DocumentMapper mapper = Mockito.mock(DocumentMapper.class);
+        Mockito.when(mapper.selectOneById(ArgumentMatchers.any())).thenAnswer(invocation -> {
+            Object id = invocation.getArgument(0);
+            selectedIdRef.set((BigInteger) id);
+            Document document = new Document();
+            document.setId((BigInteger) id);
+            document.setCollectionId(BigInteger.valueOf(1));
+            return document;
+        });
+        return mapper;
+    }
+
+    private ThreadPoolTaskExecutor directExecutor() {
+        ThreadPoolTaskExecutor executor = Mockito.mock(ThreadPoolTaskExecutor.class);
+        Mockito.doAnswer(invocation -> {
+            Runnable runnable = invocation.getArgument(0);
+            runnable.run();
+            return null;
+        }).when(executor).execute(ArgumentMatchers.any(Runnable.class));
+        return executor;
+    }
+
+    private void setField(Object target, String fieldName, Object value) throws Exception {
+        Field field = DocumentImportTaskStatusStreamService.class.getDeclaredField(fieldName);
+        field.setAccessible(true);
+        field.set(target, value);
+    }
+}
--- a/easyflow-modules/easyflow-module-chatlog/src/main/java/tech/easyflow/chatlog/schedule/ChatSyncScheduler.java
+++ b/easyflow-modules/easyflow-module-chatlog/src/main/java/tech/easyflow/chatlog/schedule/ChatSyncScheduler.java
@@ -4,19 +4,33 @@ import org.springframework.scheduling.annotation.Scheduled;
 import org.springframework.stereotype.Component;
 import tech.easyflow.chatlog.config.ChatSyncProperties;
 import tech.easyflow.chatlog.service.ChatSyncService;
+import tech.easyflow.common.cache.DistributedScheduledLock;

+/**
+ * 聊天记录同步定时任务。
+ */
@Component
 public class ChatSyncScheduler {

    private final ChatSyncService chatSyncService;
    private final ChatSyncProperties syncProperties;

+    /**
+     * 创建聊天记录同步定时任务。
+     *
+     * @param chatSyncService 聊天同步服务
+     * @param syncProperties 同步配置
+     */
    public ChatSyncScheduler(ChatSyncService chatSyncService, ChatSyncProperties syncProperties) {
        this.chatSyncService = chatSyncService;
        this.syncProperties = syncProperties;
    }

+    /**
+     * 同步聊天会话摘要。
+     */
    @Scheduled(fixedDelayString = "${easyflow.chat.sync.fixed-delay:30000}", initialDelay = 10000L)
+    @DistributedScheduledLock(key = "easyflow:schedule:chat-sync:sessions", leaseSeconds = 300L)
    public void syncSessions() {
        if (!syncProperties.isEnabled()) {
            return;
@@ -24,7 +38,11 @@ public class ChatSyncScheduler {
        chatSyncService.syncSessions();
    }

+    /**
+     * 同步聊天日志明细。
+     */
    @Scheduled(fixedDelayString = "${easyflow.chat.sync.fixed-delay:30000}", initialDelay = 15000L)
+    @DistributedScheduledLock(key = "easyflow:schedule:chat-sync:logs", leaseSeconds = 300L)
    public void syncLogs() {
        if (!syncProperties.isEnabled()) {
            return;
@@ -32,7 +50,11 @@ public class ChatSyncScheduler {
        chatSyncService.syncLogs();
    }

+    /**
+     * 修复近期聊天日志同步缺口。
+     */
    @Scheduled(cron = "0 15 3 * * *")
+    @DistributedScheduledLock(key = "easyflow:schedule:chat-sync:repair-logs", leaseSeconds = 300L)
    public void repairLogs() {
        if (!syncProperties.isEnabled()) {
            return;
@@ -40,7 +62,11 @@ public class ChatSyncScheduler {
        chatSyncService.repairLogs();
    }

+    /**
+     * 维护聊天日志 MySQL 分表。
+     */
    @Scheduled(cron = "0 0 2 * * *")
+    @DistributedScheduledLock(key = "easyflow:schedule:chat-sync:maintain-mysql-tables", leaseSeconds = 300L)
    public void maintainMysqlTables() {
        chatSyncService.maintainMysqlTables();
    }