feat: 支持工作流多知识库向量检索

- 统一单选多选输出与结构化暂停参数

- 增加严格恢复校验及并发状态保护

- 补充确认节点契约与恢复测试

easy-agents-core/src/main/java/com/easyagents/core/store/StoreOptions.java

@@ -43,6 +43,11 @@ public class StoreOptions extends Metadata {
         public void setEmbeddingOptions(EmbeddingOptions embeddingOptions) {
             throw new IllegalStateException("Can not set embeddingOptions to the default instance.");
         }
+
+        @Override
+        public void setTimeoutMillis(Long timeoutMillis) {
+            throw new IllegalStateException("Can not set timeoutMillis to the default instance.");
+        }
     };
 
     /**
@@ -65,6 +70,11 @@ public class StoreOptions extends Metadata {
      */
     private EmbeddingOptions embeddingOptions = EmbeddingOptions.DEFAULT;
 
+    /**
+     * Optional upper bound for one store operation.
+     */
+    private Long timeoutMillis;
+
 
     public String getCollectionName() {
         return collectionName;
@@ -111,6 +121,17 @@ public class StoreOptions extends Metadata {
         this.embeddingOptions = embeddingOptions;
     }
 
+    public Long getTimeoutMillis() {
+        return timeoutMillis;
+    }
+
+    public void setTimeoutMillis(Long timeoutMillis) {
+        if (timeoutMillis != null && timeoutMillis <= 0L) {
+            throw new IllegalArgumentException("timeoutMillis must be greater than zero");
+        }
+        this.timeoutMillis = timeoutMillis;
+    }
+
 
     public static StoreOptions ofCollectionName(String collectionName) {
         StoreOptions storeOptions = new StoreOptions();

easy-agents-core/src/main/java/com/easyagents/core/store/StoreTimeoutException.java

@@ -0,0 +1,21 @@
+/*
+ *  Copyright (c) 2023-2026, Easy-Agents (fuhai999@gmail.com).
+ *
+ *  Licensed under the Apache License, Version 2.0 (the "License");
+ *  you may not use this file except in compliance with the License.
+ */
+package com.easyagents.core.store;
+
+/**
+ * Indicates that a store operation exhausted its caller-provided time budget.
+ */
+public class StoreTimeoutException extends RuntimeException {
+
+    public StoreTimeoutException(String message) {
+        super(message);
+    }
+
+    public StoreTimeoutException(String message, Throwable cause) {
+        super(message, cause);
+    }
+}

easy-agents-document/easy-agents-document-core/src/main/java/com/easyagents/document/core/async/DocumentAsyncTaskManager.java

@@ -2,6 +2,7 @@ package com.easyagents.document.core.async;
 
 import com.easyagents.core.util.StringUtil;
 import com.easyagents.document.core.exception.DocumentParseException;
+import com.easyagents.document.core.exception.DocumentAsyncTaskNotFoundException;
 import com.easyagents.document.core.entity.ParseResponse;
 import com.easyagents.document.core.entity.ParseTaskInfo;
 import com.easyagents.document.core.entity.ParseTaskStatus;
@@ -135,7 +136,7 @@ public class DocumentAsyncTaskManager {
         }
         DocumentAsyncTaskRecord record = repository.find(taskId);
         if (record == null) {
-            throw new DocumentParseException("Document async task not found: " + taskId);
+            throw new DocumentAsyncTaskNotFoundException(taskId);
         }
         return record;
     }

easy-agents-document/easy-agents-document-core/src/main/java/com/easyagents/document/core/exception/DocumentAsyncTaskNotFoundException.java

@@ -0,0 +1,29 @@
+package com.easyagents.document.core.exception;
+
+/**
+ * 进程内异步文档任务不存在。
+ *
+ * <p>本地 Office 解析任务允许使用内存仓库；进程重启后，调用方可以
+ * 通过该异常识别执行实例已经丢失，并从持久化业务任务重新提交。</p>
+ *
+ * @author Codex
+ * @since 2026-09-02
+ */
+public class DocumentAsyncTaskNotFoundException extends DocumentParseException {
+
+    private final String taskId;
+
+    public DocumentAsyncTaskNotFoundException(String taskId) {
+        super("Document async task not found: " + taskId);
+        this.taskId = taskId;
+    }
+
+    /**
+     * 获取已丢失的任务 ID。
+     *
+     * @return 任务 ID
+     */
+    public String getTaskId() {
+        return taskId;
+    }
+}

easy-agents-document/easy-agents-document-core/src/test/java/com/easyagents/document/core/async/DocumentAsyncTaskManagerTest.java

@@ -4,6 +4,7 @@ import com.easyagents.document.core.entity.ParseResponse;
 import com.easyagents.document.core.entity.ParseResult;
 import com.easyagents.document.core.entity.ParseTaskInfo;
 import com.easyagents.document.core.entity.ParseTaskStatus;
+import com.easyagents.document.core.exception.DocumentAsyncTaskNotFoundException;
 import org.junit.Assert;
 import org.junit.Test;
 
@@ -18,6 +19,21 @@ import java.util.concurrent.Executor;
  */
 public class DocumentAsyncTaskManagerTest {
 
+    @Test
+    public void shouldExposeMissingInMemoryTaskAsRecoverableSignal() {
+        DocumentAsyncTaskManager manager = new DocumentAsyncTaskManager(
+            new InMemoryDocumentAsyncTaskRepository(),
+            Runnable::run
+        );
+
+        try {
+            manager.queryTaskInfo("lost-task");
+            Assert.fail("expected DocumentAsyncTaskNotFoundException");
+        } catch (DocumentAsyncTaskNotFoundException error) {
+            Assert.assertEquals("lost-task", error.getTaskId());
+        }
+    }
+
     @Test
     public void shouldTrackTaskLifecycleAndResult() {
         Executor directExecutor = new Executor() {

easy-agents-document/easy-agents-document-xlsx/src/main/java/com/easyagents/document/xlsx/mineru/MineruXlsxDocumentParseService.java

@@ -14,6 +14,7 @@ import com.easyagents.document.core.entity.ParseRequest;
 import com.easyagents.document.core.entity.ParseResponse;
 import com.easyagents.document.core.entity.ParseResult;
 import com.easyagents.document.core.entity.XlsxParseRequest;
+import com.easyagents.document.core.exception.DocumentParseException;
 import com.easyagents.document.core.support.AbstractAsyncDocumentParseService;
 import com.easyagents.document.xlsx.XlsxDocumentProvider;
 import com.easyagents.document.xlsx.model.XlsxCellArtifact;
@@ -52,6 +53,10 @@ import java.util.concurrent.Executors;
 public class MineruXlsxDocumentParseService extends AbstractAsyncDocumentParseService<XlsxParseRequest> implements XlsxDocumentProvider {
 
     public static final String PROVIDER_NAME = "mineru";
+    private static final byte[] OLE2_SIGNATURE = new byte[] {
+        (byte) 0xd0, (byte) 0xcf, 0x11, (byte) 0xe0,
+        (byte) 0xa1, (byte) 0xb1, 0x1a, (byte) 0xe1
+    };
 
     private final MineruProperties properties;
     private final MineruClient client;
@@ -145,6 +150,9 @@ public class MineruXlsxDocumentParseService extends AbstractAsyncDocumentParseSe
 
     @Override
     protected ParseResponse doParse(XlsxParseRequest request, DocumentAsyncTaskUpdater updater) {
+        for (ParseFile file : request.getFiles()) {
+            validateXlsxContent(file);
+        }
         ParseResponse response = new ParseResponse();
         List<ParseResult> results = new ArrayList<ParseResult>();
         String backend = null;
@@ -211,6 +219,50 @@ public class MineruXlsxDocumentParseService extends AbstractAsyncDocumentParseSe
         return aggregate;
     }
 
+    /**
+     * 在 POI 打开工作簿前校验 XLSX 容器签名，避免向用户暴露底层格式异常。
+     *
+     * @param file 待解析文件
+     */
+    private void validateXlsxContent(ParseFile file) {
+        byte[] content = file == null ? null : file.getContent();
+        if (hasZipSignature(content)) {
+            return;
+        }
+        String fileName = file == null || !StringUtil.hasText(file.getFileName())
+            ? "当前文件"
+            : "文件“" + file.getFileName() + "”";
+        String reason = startsWith(content, OLE2_SIGNATURE)
+            ? "可能是旧版 XLS 或已加密文件"
+            : "文件内容与 .xlsx 扩展名不一致或文件已损坏";
+        throw new DocumentParseException(
+            fileName + "不是标准 XLSX，" + reason
+                + "。请解除保护后用 Excel/WPS 另存为 XLSX（修改文件后缀无效）"
+        );
+    }
+
+    private boolean hasZipSignature(byte[] content) {
+        return content != null
+            && content.length >= 4
+            && content[0] == 'P'
+            && content[1] == 'K'
+            && ((content[2] == 3 && content[3] == 4)
+                || (content[2] == 5 && content[3] == 6)
+                || (content[2] == 7 && content[3] == 8));
+    }
+
+    private boolean startsWith(byte[] content, byte[] signature) {
+        if (content == null || content.length < signature.length) {
+            return false;
+        }
+        for (int index = 0; index < signature.length; index++) {
+            if (content[index] != signature[index]) {
+                return false;
+            }
+        }
+        return true;
+    }
+
     private SheetExtraction extractSheet(XSSFSheet sheet,
                                          int sheetIndex,
                                          DataFormatter formatter,

easy-agents-document/easy-agents-document-xlsx/src/test/java/com/easyagents/document/xlsx/mineru/MineruXlsxDocumentParseServiceTest.java

@@ -16,6 +16,7 @@ import com.easyagents.document.core.entity.ParseTaskStatus;
 import com.easyagents.document.core.entity.XlsxParseRequest;
 import com.easyagents.document.core.exception.DocumentParseException;
 import com.easyagents.document.xlsx.model.XlsxParseArtifact;
+import org.apache.poi.hssf.usermodel.HSSFWorkbook;
 import org.apache.poi.ss.usermodel.ClientAnchor;
 import org.apache.poi.xssf.usermodel.XSSFDrawing;
 import org.apache.poi.xssf.usermodel.XSSFSheet;
@@ -119,6 +120,31 @@ public class MineruXlsxDocumentParseServiceTest {
         Assert.assertEquals("image/jpeg", result.getImages().get(0).getMimeType());
     }
 
+    @Test
+    public void shouldRejectLegacyXlsContentWithActionableMessage() throws Exception {
+        RecordingClient client = new RecordingClient(defaultProperties());
+        MineruMapper mapper = new MineruMapper(defaultProperties());
+        MineruXlsxDocumentParseService service = new MineruXlsxDocumentParseService(
+            defaultProperties(),
+            client,
+            mapper,
+            new DocumentAsyncTaskManager(new InMemoryDocumentAsyncTaskRepository(), directExecutor())
+        );
+        XlsxParseRequest request = new XlsxParseRequest();
+        request.addFile(ParseFile.of("legacy.xlsx", buildLegacyWorkbookBytes()));
+
+        DocumentParseException error = Assert.assertThrows(
+            DocumentParseException.class,
+            () -> service.parse(request)
+        );
+
+        Assert.assertEquals(
+            "文件“legacy.xlsx”不是标准 XLSX，可能是旧版 XLS 或已加密文件。"
+                + "请解除保护后用 Excel/WPS 另存为 XLSX（修改文件后缀无效）",
+            error.getMessage()
+        );
+    }
+
     @Test
     public void shouldAppendImageReferenceForImageOnlySheet() throws Exception {
         RecordingClient client = new RecordingClient(defaultProperties());
@@ -255,6 +281,15 @@ public class MineruXlsxDocumentParseServiceTest {
         return writeWorkbook(workbook);
     }
 
+    private byte[] buildLegacyWorkbookBytes() throws Exception {
+        try (HSSFWorkbook workbook = new HSSFWorkbook();
+             ByteArrayOutputStream outputStream = new ByteArrayOutputStream()) {
+            workbook.createSheet("Sheet1").createRow(0).createCell(0).setCellValue("旧版表格");
+            workbook.write(outputStream);
+            return outputStream.toByteArray();
+        }
+    }
+
     private void addPicture(XSSFWorkbook workbook,
                             XSSFSheet sheet,
                             int rowIndex,

easy-agents-federation-sql/easy-agents-federation-sql-adapter-jdbc/src/test/java/com/easyagents/federation/sql/adapter/jdbc/Jdbc100mCursorManualBenchmarkTest.java

@@ -0,0 +1,129 @@
+package com.easyagents.federation.sql.adapter.jdbc;
+
+import com.easyagents.federation.sql.api.FederationSqlEngine;
+import com.easyagents.federation.sql.api.FederationSqlEngines;
+import com.easyagents.federation.sql.api.SqlQueryCommand;
+import com.easyagents.federation.sql.execute.FederationResultCursor;
+import com.easyagents.federation.sql.federation.FederationExecutionPolicy;
+import com.easyagents.federation.sql.federation.FederationQueryScopeDefinition;
+import com.easyagents.federation.sql.federation.FederationSourceBindingDefinition;
+import com.easyagents.federation.sql.source.FederationDataSourceHandles;
+import com.easyagents.federation.sql.source.FederationSourceDefinition;
+import com.easyagents.federation.sql.source.RuntimeFingerprint;
+import com.easyagents.federation.sql.source.SourceApplyOptions;
+import com.easyagents.federation.sql.source.SourceId;
+import com.mysql.cj.jdbc.MysqlDataSource;
+import org.junit.Assert;
+import org.junit.Assume;
+import org.junit.Test;
+
+import java.math.BigDecimal;
+import java.sql.Connection;
+import java.sql.PreparedStatement;
+import java.sql.ResultSet;
+import java.sql.SQLException;
+import java.util.List;
+import java.util.Map;
+
+/**
+ * 亿级数据集 100,000 行 Cursor 手工基准；默认跳过，必须显式启用。
+ */
+public class Jdbc100mCursorManualBenchmarkTest {
+
+    /**
+     * 从支付库顺序消费恰好 100,000 行，验证 Cursor 流式消费和资源上限。
+     */
+    @Test
+    public void shouldConsumeOneHundredThousandRows() {
+        Assume.assumeTrue(Boolean.getBoolean("federation.100m.enabled"));
+        String host = System.getProperty("federation.100m.mysql.host", "127.0.0.1");
+        int port = Integer.getInteger("federation.100m.mysql.port", 33307);
+        String database = System.getProperty(
+            "federation.100m.mysql.database", "ef_bank_payment_perf");
+        String username = System.getProperty("federation.100m.mysql.username", "ef_bench_ro");
+        String password = System.getProperty("federation.100m.mysql.password");
+        Assert.assertNotNull("必须通过系统属性提供只读密码", password);
+
+        MysqlDataSource dataSource = new MysqlDataSource();
+        dataSource.setUrl("jdbc:mysql://" + host + ':' + port + '/' + database
+            + "?useSSL=false&allowPublicKeyRetrieval=true&serverTimezone=Asia/Shanghai"
+            + "&useCursorFetch=true&defaultFetchSize=1000");
+        dataSource.setUser(username);
+        dataSource.setPassword(password);
+
+        SourceId sourceId = new SourceId("payment-100m");
+        FederationSourceDefinition definition = new FederationSourceDefinition(
+            sourceId, 1, JdbcFederationSqlAdapterProvider.ADAPTER_ID,
+            List.of(new JdbcSchemaDefinition("MAIN", database, null)), Map.of());
+        FederationExecutionPolicy policy = new FederationExecutionPolicy(
+            6, 12, 2, 100_000, 64L * 1024L * 1024L, 60_000);
+        FederationQueryScopeDefinition scope = FederationQueryScopeDefinition.virtual(
+            "payment-cursor-100m", 1,
+            Map.of("PAY", FederationSourceBindingDefinition.of(sourceId, 1)),
+            "PAY", policy);
+
+        CursorResult nativeResult = consumeNative(dataSource);
+        CursorResult federationResult;
+        long federationStarted = System.nanoTime();
+        try (FederationSqlEngine engine = FederationSqlEngines.builder()
+            .dataSourceResolver(ignored -> FederationDataSourceHandles.shared(
+                dataSource, new RuntimeFingerprint("MySQL", "8.0", "JDBC", "8.4", "1")))
+            .adapter(new JdbcFederationSqlAdapterProvider())
+            .federationExecutionPolicy(policy)
+            .build()) {
+            engine.sources().apply(definition, SourceApplyOptions.prewarmNow());
+            String sql = "SELECT payment_id, amount FROM PAY.MAIN.payment_order "
+                + "WHERE payment_id BETWEEN 1 AND 100000 ORDER BY payment_id";
+            int rows = 0;
+            long amountCents = 0;
+            try (FederationResultCursor cursor = engine.query(
+                SqlQueryCommand.of(sql, scope, List.of()))) {
+                while (cursor.next()) {
+                    rows++;
+                    amountCents += ((BigDecimal) cursor.getObject(2))
+                        .movePointRight(2).longValue();
+                }
+            }
+            federationResult = new CursorResult(rows, amountCents,
+                elapsedMillis(federationStarted));
+        }
+        Assert.assertEquals(100_000, nativeResult.rows());
+        Assert.assertEquals(100_000, federationResult.rows());
+        Assert.assertEquals(nativeResult.amountCents(), federationResult.amountCents());
+        Assert.assertTrue(federationResult.amountCents() > 0L);
+        System.out.println("BENCH_CURSOR_100K rows=" + federationResult.rows()
+            + " nativeMillis=" + nativeResult.elapsedMillis()
+            + " federationMillis=" + federationResult.elapsedMillis()
+            + " amountCents=" + federationResult.amountCents());
+    }
+
+    private CursorResult consumeNative(MysqlDataSource dataSource) {
+        String sql = "SELECT payment_id, amount FROM payment_order "
+            + "WHERE payment_id BETWEEN 1 AND 100000 ORDER BY payment_id";
+        long started = System.nanoTime();
+        int rows = 0;
+        long amountCents = 0;
+        try (Connection connection = dataSource.getConnection();
+             PreparedStatement statement = connection.prepareStatement(sql,
+                 ResultSet.TYPE_FORWARD_ONLY, ResultSet.CONCUR_READ_ONLY)) {
+            statement.setFetchSize(1000);
+            try (ResultSet resultSet = statement.executeQuery()) {
+                while (resultSet.next()) {
+                    rows++;
+                    amountCents += resultSet.getBigDecimal(2)
+                        .movePointRight(2).longValue();
+                }
+            }
+        } catch (SQLException exception) {
+            throw new IllegalStateException("原生 JDBC Cursor 基准执行失败", exception);
+        }
+        return new CursorResult(rows, amountCents, elapsedMillis(started));
+    }
+
+    private long elapsedMillis(long started) {
+        return (System.nanoTime() - started) / 1_000_000L;
+    }
+
+    private record CursorResult(int rows, long amountCents, long elapsedMillis) {
+    }
+}

easy-agents-federation-sql/easy-agents-federation-sql-adapter-jdbc/src/test/java/com/easyagents/federation/sql/adapter/jdbc/JdbcFederatedQueryEngineTest.java

@@ -27,6 +27,7 @@ import com.easyagents.federation.sql.source.RuntimeFingerprint;
 import com.easyagents.federation.sql.source.SourceApplyOptions;
 import com.easyagents.federation.sql.source.SourceId;
 import java.math.BigDecimal;
+import java.sql.SQLException;
 import java.time.Instant;
 import java.sql.Connection;
 import java.sql.Statement;
@@ -34,6 +35,9 @@ import java.sql.Types;
 import java.util.ArrayList;
 import java.util.List;
 import java.util.Map;
+import java.util.concurrent.CountDownLatch;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.AtomicInteger;
 import java.util.concurrent.atomic.AtomicLong;
 import java.util.concurrent.atomic.AtomicReference;
 import org.h2.jdbcx.JdbcDataSource;
@@ -50,6 +54,13 @@ public class JdbcFederatedQueryEngineTest {
     private static final SourceId SALES_SOURCE = new SourceId("sales-source");
     private static final SourceId BILLING_SOURCE = new SourceId("billing-source");
     private static final SourceId REGION_SOURCE = new SourceId("region-source");
+    private static final AtomicInteger ACTIVE_FRAGMENTS = new AtomicInteger();
+    private static final AtomicInteger MAXIMUM_ACTIVE_FRAGMENTS = new AtomicInteger();
+    private static final AtomicInteger FAILING_TRACKED_VALUE = new AtomicInteger(
+        Integer.MIN_VALUE
+    );
+    private static final AtomicReference<CountDownLatch> FRAGMENT_START_BARRIER =
+        new AtomicReference<>(new CountDownLatch(0));
 
     private JdbcDataSource sales;
     private JdbcDataSource billing;
@@ -80,7 +91,10 @@ public class JdbcFederatedQueryEngineTest {
                 + "TIMESTAMP WITH TIME ZONE '2026-08-21 12:00:00.123456+08:00')",
             "CREATE TABLE PRECISE_EVENT (ID INT PRIMARY KEY, EVENT_AT TIMESTAMP(6))",
             "INSERT INTO PRECISE_EVENT VALUES "
-                + "(1, TIMESTAMP '2026-08-21 12:00:00.123456')");
+                + "(1, TIMESTAMP '2026-08-21 12:00:00.123456')",
+            fragmentTrackingAlias(),
+            "CREATE VIEW TRACKED_VALUE AS SELECT TRACK_FRAGMENT(ID) AS TRACKED_KEY "
+                + "FROM CUSTOMER WHERE ID <= 2");
         execute(billing,
             "CREATE TABLE ORDER_ITEM (ID INT PRIMARY KEY, CUSTOMER_ID INT NOT NULL, AMOUNT DECIMAL(12,2), CODE VARCHAR(64))",
             "INSERT INTO ORDER_ITEM VALUES (10, 1, 30.00, 'Alice'), (11, 1, 20.00, 'Alice'), (12, 2, 80.00, 'Bob')",
@@ -90,10 +104,16 @@ public class JdbcFederatedQueryEngineTest {
                 + "TIMESTAMP WITH TIME ZONE '2026-08-21 06:00:00.123456+02:00')",
             "CREATE TABLE PRECISE_EVENT (ID INT PRIMARY KEY, EVENT_AT TIMESTAMP(6))",
             "INSERT INTO PRECISE_EVENT VALUES "
-                + "(2, TIMESTAMP '2026-08-21 08:30:00.654321')");
+                + "(2, TIMESTAMP '2026-08-21 08:30:00.654321')",
+            fragmentTrackingAlias(),
+            "CREATE VIEW TRACKED_VALUE AS SELECT TRACK_FRAGMENT(ID) AS TRACKED_KEY "
+                + "FROM ORDER_ITEM WHERE ID <= 11");
         execute(region,
             "CREATE TABLE CUSTOMER_REGION (CUSTOMER_ID INT PRIMARY KEY, REGION VARCHAR(64))",
-            "INSERT INTO CUSTOMER_REGION VALUES (1, 'North'), (2, 'South'), (3, 'West')");
+            "INSERT INTO CUSTOMER_REGION VALUES (1, 'North'), (2, 'South'), (3, 'West')",
+            fragmentTrackingAlias(),
+            "CREATE VIEW TRACKED_VALUE AS SELECT TRACK_FRAGMENT(CUSTOMER_ID) AS TRACKED_KEY "
+                + "FROM CUSTOMER_REGION WHERE CUSTOMER_ID <= 2");
 
         RuntimeFingerprint fingerprint = new RuntimeFingerprint(
             "H2", "2", "H2 JDBC Driver", "2", "1"
@@ -356,6 +376,91 @@ public class JdbcFederatedQueryEngineTest {
         );
     }
 
+    /**
+     * 验证真实 JDBC Fragment 执行会重叠，且始终受查询级并发上限约束。
+     */
+    @Test
+    public void shouldBoundConcurrentJdbcFragments() {
+        ACTIVE_FRAGMENTS.set(0);
+        MAXIMUM_ACTIVE_FRAGMENTS.set(0);
+        FRAGMENT_START_BARRIER.set(new CountDownLatch(2));
+        FederationQueryScopeDefinition threeSourceScope =
+            new FederationQueryScopeDefinition(
+                "tracked-fragments",
+                1,
+                Map.of(
+                    "SALES", FederationSourceBindingDefinition.of(SALES_SOURCE, 1),
+                    "BILLING", FederationSourceBindingDefinition.of(BILLING_SOURCE, 1),
+                    "REGION", FederationSourceBindingDefinition.of(REGION_SOURCE, 1)
+                ),
+                "SALES",
+                threeSourcePolicy()
+            );
+
+        try (FederationResultCursor cursor = engine.query(SqlQueryCommand.of(
+            "SELECT COUNT(*) FROM SALES.APP.TRACKED_VALUE s "
+                + "JOIN BILLING.APP.TRACKED_VALUE b ON s.TRACKED_KEY = b.TRACKED_KEY "
+                + "JOIN REGION.APP.TRACKED_VALUE r ON s.TRACKED_KEY = r.TRACKED_KEY",
+            threeSourceScope,
+            List.of()
+        ))) {
+            Assert.assertTrue(cursor.next());
+            Assert.assertEquals(8L, cursor.getObject(1));
+            Assert.assertFalse(cursor.next());
+        }
+
+        Assert.assertEquals(2, MAXIMUM_ACTIVE_FRAGMENTS.get());
+        Assert.assertEquals(0, ACTIVE_FRAGMENTS.get());
+    }
+
+    /**
+     * 验证任一并行 Fragment 失败后立即传播原始执行错误，不等待未启动任务超时。
+     */
+    @Test
+    public void shouldFailFastWhenConcurrentFragmentFails() {
+        ACTIVE_FRAGMENTS.set(0);
+        MAXIMUM_ACTIVE_FRAGMENTS.set(0);
+        FRAGMENT_START_BARRIER.set(new CountDownLatch(0));
+        FAILING_TRACKED_VALUE.set(10);
+        FederationQueryScopeDefinition threeSourceScope =
+            new FederationQueryScopeDefinition(
+                "tracked-fragment-failure",
+                1,
+                Map.of(
+                    "SALES", FederationSourceBindingDefinition.of(SALES_SOURCE, 1),
+                    "BILLING", FederationSourceBindingDefinition.of(BILLING_SOURCE, 1),
+                    "REGION", FederationSourceBindingDefinition.of(REGION_SOURCE, 1)
+                ),
+                "SALES",
+                new FederationExecutionPolicy(
+                    3,
+                    8,
+                    2,
+                    100_000,
+                    64L * 1024L * 1024L,
+                    1_000
+                )
+            );
+
+        try (FederationResultCursor cursor = engine.query(SqlQueryCommand.of(
+            "SELECT COUNT(*) FROM SALES.APP.TRACKED_VALUE s "
+                + "JOIN BILLING.APP.TRACKED_VALUE b ON s.TRACKED_KEY = b.TRACKED_KEY "
+                + "JOIN REGION.APP.TRACKED_VALUE r ON s.TRACKED_KEY = r.TRACKED_KEY",
+            threeSourceScope,
+            List.of()
+        ))) {
+            cursor.next();
+            Assert.fail("failing fragment should terminate the federated query");
+        } catch (FederationSqlException exception) {
+            Assert.assertEquals(
+                FederationSqlErrorCode.EXECUTION_FAILED,
+                exception.errorCode()
+            );
+        } finally {
+            FAILING_TRACKED_VALUE.set(Integer.MIN_VALUE);
+        }
+    }
+
     /**
      * 验证两个分片分别绑定原始查询中的动态参数。
      */
@@ -717,6 +822,41 @@ public class JdbcFederatedQueryEngineTest {
         return dataSource;
     }
 
+    /**
+     * H2 视图调用的并发跟踪函数。
+     *
+     * @param value 原始列值
+     * @return 固定键值
+     * @throws SQLException 分片未能在时限内重叠启动
+     */
+    public static int trackFragment(int value) throws SQLException {
+        int active = ACTIVE_FRAGMENTS.incrementAndGet();
+        MAXIMUM_ACTIVE_FRAGMENTS.accumulateAndGet(active, Math::max);
+        CountDownLatch barrier = FRAGMENT_START_BARRIER.get();
+        barrier.countDown();
+        try {
+            if (value == FAILING_TRACKED_VALUE.get()) {
+                throw new SQLException("simulated federation fragment failure");
+            }
+            if (!barrier.await(2, TimeUnit.SECONDS)) {
+                throw new SQLException("federation fragments did not overlap");
+            }
+            Thread.sleep(100L);
+            return 1;
+        } catch (InterruptedException exception) {
+            Thread.currentThread().interrupt();
+            throw new SQLException("fragment tracking was interrupted", exception);
+        } finally {
+            ACTIVE_FRAGMENTS.decrementAndGet();
+        }
+    }
+
+    private static String fragmentTrackingAlias() {
+        return "CREATE ALIAS TRACK_FRAGMENT FOR \""
+            + JdbcFederatedQueryEngineTest.class.getName()
+            + ".trackFragment\"";
+    }
+
     /**
      * 根据物理源选择测试数据库。
      *

easy-agents-federation-sql/easy-agents-federation-sql-adapter-jdbc/src/test/java/com/easyagents/federation/sql/adapter/jdbc/JdbcSixSourceQueryEngineTest.java

@@ -0,0 +1,185 @@
+package com.easyagents.federation.sql.adapter.jdbc;
+
+import com.easyagents.federation.sql.api.FederationSqlEngine;
+import com.easyagents.federation.sql.api.FederationSqlEngines;
+import com.easyagents.federation.sql.api.FederationSqlErrorCode;
+import com.easyagents.federation.sql.api.FederationSqlException;
+import com.easyagents.federation.sql.api.SqlQueryCommand;
+import com.easyagents.federation.sql.compile.FederationSqlPlan;
+import com.easyagents.federation.sql.compile.SqlCompileRequest;
+import com.easyagents.federation.sql.execute.FederationResultCursor;
+import com.easyagents.federation.sql.federation.FederationExecutionPolicy;
+import com.easyagents.federation.sql.federation.FederationQueryMode;
+import com.easyagents.federation.sql.federation.FederationQueryScopeDefinition;
+import com.easyagents.federation.sql.federation.FederationSourceBindingDefinition;
+import com.easyagents.federation.sql.source.FederationDataSourceHandles;
+import com.easyagents.federation.sql.source.FederationSourceDefinition;
+import com.easyagents.federation.sql.source.RuntimeFingerprint;
+import com.easyagents.federation.sql.source.SourceApplyOptions;
+import com.easyagents.federation.sql.source.SourceId;
+import org.h2.jdbcx.JdbcDataSource;
+import org.junit.After;
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+
+import java.sql.Connection;
+import java.sql.Statement;
+import java.util.LinkedHashMap;
+import java.util.List;
+import java.util.Map;
+
+/**
+ * 四源和六源 JDBC 多阶段 Join 集成测试。
+ */
+public class JdbcSixSourceQueryEngineTest {
+
+    private static final FederationExecutionPolicy SIX_SOURCE_POLICY =
+        new FederationExecutionPolicy(6, 12, 2, 100_000,
+            64L * 1024L * 1024L, 60_000);
+
+    private final Map<SourceId, JdbcDataSource> dataSources = new LinkedHashMap<>();
+    private final Map<String, FederationSourceBindingDefinition> bindings = new LinkedHashMap<>();
+    private FederationSqlEngine engine;
+
+    /**
+     * 创建六个独立 H2 JDBC 数据源。
+     */
+    @Before
+    public void setUp() throws Exception {
+        for (int index = 1; index <= 6; index++) {
+            SourceId sourceId = new SourceId("source-" + index);
+            JdbcDataSource dataSource = dataSource("six-source-" + index);
+            execute(dataSource,
+                "DROP TABLE IF EXISTS SUBJECT_METRIC",
+                "CREATE TABLE SUBJECT_METRIC (SUBJECT_ID INT PRIMARY KEY, METRIC_VALUE INT NOT NULL)",
+                "INSERT INTO SUBJECT_METRIC VALUES (1, " + (index * 10)
+                    + "), (2, " + (index * 100) + ")");
+            dataSources.put(sourceId, dataSource);
+            bindings.put("S" + index, FederationSourceBindingDefinition.of(sourceId, 1));
+        }
+        RuntimeFingerprint fingerprint = new RuntimeFingerprint(
+            "H2", "2", "H2 JDBC Driver", "2", "1");
+        engine = FederationSqlEngines.builder()
+            .dataSourceResolver(definition -> FederationDataSourceHandles.shared(
+                dataSources.get(definition.sourceId()), fingerprint))
+            .adapter(new JdbcFederationSqlAdapterProvider())
+            .federationExecutionPolicy(SIX_SOURCE_POLICY)
+            .maximumPlanCacheEntries(32)
+            .build();
+        for (SourceId sourceId : dataSources.keySet()) {
+            engine.sources().apply(definition(sourceId), SourceApplyOptions.prewarmNow());
+        }
+    }
+
+    /**
+     * 关闭 Engine。
+     */
+    @After
+    public void tearDown() {
+        if (engine != null) {
+            engine.close();
+        }
+    }
+
+    /**
+     * 验证同一六源 Scope 中只引用四源时生成四个 Fragment。
+     */
+    @Test
+    public void shouldCompileFourReferencedSources() {
+        FederationSqlPlan plan = engine.compile(SqlCompileRequest.of(
+            selectSql(4), scope(SIX_SOURCE_POLICY)));
+
+        Assert.assertEquals(FederationQueryMode.FEDERATED, plan.queryMode());
+        Assert.assertEquals(4, plan.referencedSources().size());
+        Assert.assertEquals(4, plan.fragments().size());
+        Assert.assertEquals(3, plan.joinOptimizations().size());
+    }
+
+    /**
+     * 验证六个独立 JDBC 数据源可完成五阶段 Join 并返回稳定结果。
+     */
+    @Test
+    public void shouldExecuteJoinAcrossSixSources() {
+        String sql = selectSql(6);
+        FederationSqlPlan plan = engine.compile(SqlCompileRequest.of(
+            sql, scope(SIX_SOURCE_POLICY)));
+
+        Assert.assertEquals(6, plan.referencedSources().size());
+        Assert.assertEquals(6, plan.fragments().size());
+        Assert.assertEquals(5, plan.joinOptimizations().size());
+
+        try (FederationResultCursor cursor = engine.query(
+            SqlQueryCommand.of(sql, scope(SIX_SOURCE_POLICY), List.of()))) {
+            Assert.assertTrue(cursor.next());
+            Assert.assertEquals(1, cursor.getObject(1));
+            Assert.assertEquals(10, cursor.getObject(2));
+            Assert.assertEquals(60, cursor.getObject(7));
+            Assert.assertTrue(cursor.next());
+            Assert.assertEquals(2, cursor.getObject(1));
+            Assert.assertEquals(600, cursor.getObject(7));
+            Assert.assertFalse(cursor.next());
+            Assert.assertEquals(6, cursor.metrics().fragments().size());
+        }
+    }
+
+    /**
+     * 验证 Scope 收紧为四源时，六源 SQL 在编译期稳定拒绝。
+     */
+    @Test
+    public void shouldRejectSixSourcesWhenScopeLimitIsFour() {
+        FederationExecutionPolicy fourSourcePolicy = new FederationExecutionPolicy(
+            4, 12, 2, 100_000, 64L * 1024L * 1024L, 60_000);
+
+        try {
+            engine.compile(SqlCompileRequest.of(selectSql(6), scope(fourSourcePolicy)));
+            Assert.fail("expected source limit rejection");
+        } catch (FederationSqlException exception) {
+            Assert.assertEquals(FederationSqlErrorCode.FEDERATION_RESOURCE_LIMIT_EXCEEDED,
+                exception.errorCode());
+        }
+    }
+
+    private FederationQueryScopeDefinition scope(FederationExecutionPolicy policy) {
+        return new FederationQueryScopeDefinition(
+            "six-source-scope", 1, bindings, "S1", policy);
+    }
+
+    private static String selectSql(int sourceCount) {
+        StringBuilder sql = new StringBuilder("SELECT s1.SUBJECT_ID");
+        for (int index = 1; index <= sourceCount; index++) {
+            sql.append(", s").append(index).append(".METRIC_VALUE");
+        }
+        sql.append(" FROM S1.APP.SUBJECT_METRIC s1");
+        for (int index = 2; index <= sourceCount; index++) {
+            sql.append(" JOIN S").append(index).append(".APP.SUBJECT_METRIC s")
+                .append(index).append(" ON s").append(index)
+                .append(".SUBJECT_ID = s1.SUBJECT_ID");
+        }
+        return sql.append(" ORDER BY s1.SUBJECT_ID").toString();
+    }
+
+    private static JdbcDataSource dataSource(String name) {
+        JdbcDataSource dataSource = new JdbcDataSource();
+        dataSource.setURL("jdbc:h2:mem:" + name + ";DB_CLOSE_DELAY=-1");
+        dataSource.setUser("sa");
+        dataSource.setPassword("");
+        return dataSource;
+    }
+
+    private static void execute(JdbcDataSource dataSource, String... statements)
+        throws Exception {
+        try (Connection connection = dataSource.getConnection();
+             Statement statement = connection.createStatement()) {
+            for (String sql : statements) {
+                statement.execute(sql);
+            }
+        }
+    }
+
+    private static FederationSourceDefinition definition(SourceId sourceId) {
+        return new FederationSourceDefinition(
+            sourceId, 1, JdbcFederationSqlAdapterProvider.ADAPTER_ID,
+            List.of(new JdbcSchemaDefinition("APP", null, "PUBLIC")), Map.of());
+    }
+}

easy-agents-federation-sql/easy-agents-federation-sql-core/src/main/java/com/easyagents/federation/sql/runtime/DefaultFederationSqlEngine.java

@@ -70,6 +70,7 @@ public final class DefaultFederationSqlEngine implements FederationSqlEngine {
     private final CalciteFederationSqlCompiler compiler;
     private final AdapterFederationStatisticsProvider automaticStatisticsProvider;
     private final NodeMemoryAdmissionController nodeMemoryAdmission;
+    private final FederationFragmentScheduler fragmentScheduler;
     private final CalciteSqlCompleter completer = new CalciteSqlCompleter();
     private final QueryCancellationRegistry cancellations = new QueryCancellationRegistry();
     private final ScheduledThreadPoolExecutor deadlineScheduler = deadlineScheduler();
@@ -297,6 +298,7 @@ public final class DefaultFederationSqlEngine implements FederationSqlEngine {
         this.nodeMemoryAdmission = new NodeMemoryAdmissionController(
             maximumNodeIntermediateBytes
         );
+        this.fragmentScheduler = new FederationFragmentScheduler(executionPolicy);
         this.planCache = new BoundedPlanCache(
             maximumPlanCacheEntries,
             maximumConcurrentCompilations,
@@ -650,7 +652,8 @@ public final class DefaultFederationSqlEngine implements FederationSqlEngine {
                     registration,
                     compiler.effectivePolicy(plan.queryScope()),
                     metrics,
-                    queryDeadline
+                    queryDeadline,
+                    fragmentScheduler
                 );
                 queryCursor = new FederatedResultCursor(
                     plan,
@@ -1080,6 +1083,11 @@ public final class DefaultFederationSqlEngine implements FederationSqlEngine {
             } catch (RuntimeException exception) {
                 failure = exception;
             }
+            try {
+                fragmentScheduler.close();
+            } catch (RuntimeException exception) {
+                failure = append(failure, exception);
+            }
             try {
                 sourceManager.close();
             } catch (RuntimeException exception) {

easy-agents-federation-sql/easy-agents-federation-sql-core/src/main/java/com/easyagents/federation/sql/runtime/FederatedResultCursor.java

@@ -62,6 +62,7 @@ final class FederatedResultCursor
         this.session = session;
         this.metrics = metrics;
         this.maximumRows = maximumRows;
+        session.prepareFragments();
         this.enumerator = plan.localBindable()
             .bind(new FederationDataContext(
                 plan.localRootSchema(),

easy-agents-federation-sql/easy-agents-federation-sql-core/src/main/java/com/easyagents/federation/sql/runtime/FederationExecutionSession.java

@@ -20,14 +20,21 @@ import java.time.LocalDateTime;
 import java.time.LocalTime;
 import java.time.OffsetDateTime;
 import java.time.ZoneOffset;
+import java.util.ArrayDeque;
 import java.util.ArrayList;
 import java.util.List;
 import java.util.Map;
 import java.util.Set;
+import java.util.concurrent.CompletableFuture;
 import java.util.concurrent.ConcurrentHashMap;
+import java.util.concurrent.ExecutionException;
+import java.util.concurrent.Future;
+import java.util.concurrent.FutureTask;
 import java.util.concurrent.Semaphore;
 import java.util.concurrent.TimeUnit;
+import java.util.concurrent.TimeoutException;
 import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.concurrent.atomic.AtomicReference;
 import org.apache.calcite.avatica.util.ByteString;
 import org.apache.calcite.linq4j.AbstractEnumerable;
 import org.apache.calcite.linq4j.Enumerable;
@@ -50,9 +57,19 @@ final class FederationExecutionSession implements AutoCloseable {
     private final FederationExecutionPolicy policy;
     private final FederationQueryMetricsTracker metrics;
     private final QueryDeadline deadline;
+    private final FederationFragmentScheduler fragmentScheduler;
     private final Semaphore fragmentSlots;
     private final Set<FederationResultCursor> openFragmentCursors = ConcurrentHashMap.newKeySet();
+    private final Set<Future<?>> fragmentTasks = ConcurrentHashMap.newKeySet();
+    private final Map<String, CompletableFuture<PreparedFragment>> fragmentPreparations =
+        new ConcurrentHashMap<>();
+    private final Object preparationLock = new Object();
+    private final ArrayDeque<CompiledFederationFragment> pendingPreparations =
+        new ArrayDeque<>();
     private final AtomicBoolean closed = new AtomicBoolean();
+    private final AtomicReference<Throwable> preparationFailure = new AtomicReference<>();
+    private int runningPreparations;
+    private boolean preparationFailed;
 
     /**
      * 创建查询执行会话。
@@ -64,6 +81,7 @@ final class FederationExecutionSession implements AutoCloseable {
      * @param policy 有效资源策略
      * @param metrics 指标跟踪器
      * @param deadline 请求级统一截止时间
+     * @param fragmentScheduler Engine 级有界分片调度器
      */
     FederationExecutionSession(
         DefaultFederationSqlPlan plan,
@@ -72,7 +90,8 @@ final class FederationExecutionSession implements AutoCloseable {
         QueryCancellationRegistry.QueryRegistration registration,
         FederationExecutionPolicy policy,
         FederationQueryMetricsTracker metrics,
-        QueryDeadline deadline
+        QueryDeadline deadline,
+        FederationFragmentScheduler fragmentScheduler
     ) {
         this.plan = plan;
         this.context = context;
@@ -81,9 +100,41 @@ final class FederationExecutionSession implements AutoCloseable {
         this.policy = policy;
         this.metrics = metrics;
         this.deadline = deadline;
+        this.fragmentScheduler = fragmentScheduler;
         this.fragmentSlots = new Semaphore(policy.maximumConcurrentFragments(), true);
     }
 
+    /**
+     * 异步启动多源物理分片，在查询级中间结果预算内完成有界物化。
+     */
+    void prepareFragments() {
+        if (plan.fragments().size() < 2 || policy.maximumConcurrentFragments() < 2) {
+            return;
+        }
+        try {
+            for (FederationFragmentPlan fragment : plan.fragments()) {
+                CompiledFederationFragment compiled = plan.compiledFragments().get(
+                    fragment.fragmentId()
+                );
+                if (compiled == null) {
+                    throw new FederationSqlException(
+                        FederationSqlErrorCode.EXECUTION_FAILED,
+                        "compiled fragment is missing: " + fragment.fragmentId()
+                    );
+                }
+                CompletableFuture<PreparedFragment> preparation = new CompletableFuture<>();
+                fragmentPreparations.put(fragment.fragmentId(), preparation);
+                synchronized (preparationLock) {
+                    pendingPreparations.addLast(compiled);
+                }
+            }
+            schedulePreparations();
+        } catch (RuntimeException | Error exception) {
+            cancelPreparation();
+            throw exception;
+        }
+    }
+
     /**
      * 为 Calcite ScannableTable 创建一个按需执行物理分片的 Enumerable。
      *
@@ -101,6 +152,13 @@ final class FederationExecutionSession implements AutoCloseable {
         return new AbstractEnumerable<>() {
             @Override
             public Enumerator<Object[]> enumerator() {
+                CompletableFuture<PreparedFragment> preparation =
+                    fragmentPreparations.get(fragmentId);
+                if (preparation != null) {
+                    PreparedFragment prepared = awaitPrepared(preparation);
+                    fragmentPreparations.remove(fragmentId, preparation);
+                    return prepared.enumerator();
+                }
                 return openFragment(compiled);
             }
         };
@@ -138,6 +196,7 @@ final class FederationExecutionSession implements AutoCloseable {
             }
             registration.ensureNotCancelled();
         }
+        throwPreparationFailure();
         deadline.ensureAllowed();
     }
 
@@ -166,38 +225,260 @@ final class FederationExecutionSession implements AutoCloseable {
     private Enumerator<Object[]> openFragment(CompiledFederationFragment compiled) {
         ensureExecutionAllowed();
         acquireFragmentSlot();
-        FederationFragmentPlan fragment = compiled.plan();
-        SourceRuntime runtime = runtimeSnapshot.runtime(fragment.bindingName());
         try {
-            FederationResultCursor cursor = runtime.adapter().fragmentExecutor().execute(
+            return new FragmentEnumerator(compiled, createFragmentCursor(compiled), true);
-                new FederationFragmentExecutionContext(
-                    context.queryId(),
-                    fragment.executableSql(),
-                    remapParameters(fragment, context.parameters()),
-                    fragmentOptions(context.options()),
-                    runtime.handle().dataSource(),
-                    runtime.compatibility(),
-                    runtime.definition().adapterOptions(),
-                    registration.statementLifecycle(),
-                    metrics.fragmentObserver(fragment.fragmentId()),
-                    deadline
-                )
-            );
-            if (cursor == null || !context.queryId().equals(cursor.queryId())) {
-                closeQuietly(cursor);
-                throw new FederationSqlException(
-                    FederationSqlErrorCode.EXECUTION_FAILED,
-                    "adapter returned an invalid fragment cursor"
-                );
-            }
-            openFragmentCursors.add(cursor);
-            return new FragmentEnumerator(compiled, cursor);
         } catch (RuntimeException exception) {
             fragmentSlots.release();
             throw exception;
         }
     }
 
+    private void schedulePreparations() {
+        List<PreparationTask> tasks = new ArrayList<>();
+        synchronized (preparationLock) {
+            while (!closed.get()
+                && !preparationFailed
+                && runningPreparations < policy.maximumConcurrentFragments()
+                && !pendingPreparations.isEmpty()) {
+                CompiledFederationFragment compiled = pendingPreparations.removeFirst();
+                CompletableFuture<PreparedFragment> preparation =
+                    fragmentPreparations.get(
+                        compiled.plan().fragmentId()
+                    );
+                if (preparation == null || preparation.isCancelled()) {
+                    continue;
+                }
+                runningPreparations++;
+                tasks.add(new PreparationTask(compiled, preparation));
+            }
+        }
+        for (PreparationTask task : tasks) {
+            submitPreparation(task);
+        }
+    }
+
+    private void submitPreparation(PreparationTask preparationTask) {
+        FutureTask<Void> task = new FutureTask<>(() -> {
+            runPreparation(preparationTask);
+            return null;
+        }) {
+            @Override
+            protected void done() {
+                fragmentTasks.remove(this);
+            }
+        };
+        fragmentTasks.add(task);
+        try {
+            fragmentScheduler.execute(task);
+        } catch (RuntimeException | Error exception) {
+            fragmentTasks.remove(task);
+            task.cancel(true);
+            preparationTask.preparation().completeExceptionally(exception);
+            failPreparations(exception);
+            preparationFinished();
+        }
+    }
+
+    private void runPreparation(PreparationTask task) {
+        try {
+            task.preparation().complete(prepareFragment(task.compiled()));
+        } catch (RuntimeException | Error exception) {
+            task.preparation().completeExceptionally(exception);
+            failPreparations(exception);
+        } finally {
+            preparationFinished();
+        }
+    }
+
+    private void preparationFinished() {
+        boolean scheduleNext;
+        synchronized (preparationLock) {
+            runningPreparations--;
+            scheduleNext = !closed.get() && !preparationFailed;
+        }
+        if (scheduleNext) {
+            schedulePreparations();
+        }
+    }
+
+    private void failPreparations(Throwable failure) {
+        if (!preparationFailure.compareAndSet(null, failure)) {
+            return;
+        }
+        synchronized (preparationLock) {
+            preparationFailed = true;
+            pendingPreparations.clear();
+        }
+        for (CompletableFuture<PreparedFragment> preparation : fragmentPreparations.values()) {
+            preparation.completeExceptionally(failure);
+        }
+        registration.terminateStatementsForCleanup();
+    }
+
+    private void throwPreparationFailure() {
+        Throwable failure = preparationFailure.get();
+        if (failure == null) {
+            return;
+        }
+        if (failure instanceof RuntimeException runtimeException) {
+            throw runtimeException;
+        }
+        if (failure instanceof Error error) {
+            throw error;
+        }
+        throw new FederationSqlException(
+            FederationSqlErrorCode.EXECUTION_FAILED,
+            "federation fragment preparation failed",
+            failure
+        );
+    }
+
+    private PreparedFragment awaitPrepared(Future<PreparedFragment> preparation) {
+        try {
+            while (true) {
+                ensureExecutionAllowed();
+                long remaining = deadline.remainingNanos();
+                if (remaining <= 0L) {
+                    ensureExecutionAllowed();
+                }
+                try {
+                    return preparation.get(
+                        Math.min(remaining, TimeUnit.MILLISECONDS.toNanos(50)),
+                        TimeUnit.NANOSECONDS
+                    );
+                } catch (TimeoutException ignored) {
+                    // 周期性复核共享 Deadline 和取消状态。
+                }
+            }
+        } catch (InterruptedException exception) {
+            Thread.currentThread().interrupt();
+            cancelPreparation();
+            throw new FederationSqlException(
+                FederationSqlErrorCode.EXECUTION_FAILED,
+                "waiting for federation fragment preparation was interrupted",
+                exception
+            );
+        } catch (ExecutionException exception) {
+            cancelPreparation();
+            Throwable cause = exception.getCause();
+            if (cause instanceof RuntimeException runtimeException) {
+                throw runtimeException;
+            }
+            if (cause instanceof Error error) {
+                throw error;
+            }
+            throw new FederationSqlException(
+                FederationSqlErrorCode.EXECUTION_FAILED,
+                "federation fragment preparation failed",
+                cause
+            );
+        } catch (RuntimeException | Error exception) {
+            cancelPreparation();
+            throw exception;
+        }
+    }
+
+    private PreparedFragment prepareFragment(CompiledFederationFragment compiled) {
+        ensureExecutionAllowed();
+        FederationResultCursor cursor = null;
+        try {
+            cursor = createFragmentCursor(compiled);
+            List<Object[]> rows = new ArrayList<>();
+            while (true) {
+                ensureExecutionAllowed();
+                if (!cursor.next()) {
+                    releaseFragment(compiled, cursor, true, false);
+                    cursor = null;
+                    return new PreparedFragment(rows);
+                }
+                Object[] row = normalizeRow(cursor, compiled.rowType());
+                recordFragmentIntermediate(compiled, row);
+                rows.add(row);
+            }
+        } catch (RuntimeException | Error exception) {
+            if (cursor != null) {
+                releaseFragment(compiled, cursor, false, false);
+            }
+            throw exception;
+        }
+    }
+
+    private FederationResultCursor createFragmentCursor(
+        CompiledFederationFragment compiled
+    ) {
+        FederationFragmentPlan fragment = compiled.plan();
+        SourceRuntime runtime = runtimeSnapshot.runtime(fragment.bindingName());
+        FederationResultCursor cursor = runtime.adapter().fragmentExecutor().execute(
+            new FederationFragmentExecutionContext(
+                context.queryId(),
+                fragment.executableSql(),
+                remapParameters(fragment, context.parameters()),
+                fragmentOptions(context.options()),
+                runtime.handle().dataSource(),
+                runtime.compatibility(),
+                runtime.definition().adapterOptions(),
+                registration.statementLifecycle(),
+                metrics.fragmentObserver(fragment.fragmentId()),
+                deadline
+            )
+        );
+        if (cursor == null || !context.queryId().equals(cursor.queryId())) {
+            closeQuietly(cursor);
+            throw new FederationSqlException(
+                FederationSqlErrorCode.EXECUTION_FAILED,
+                "adapter returned an invalid fragment cursor"
+            );
+        }
+        openFragmentCursors.add(cursor);
+        try {
+            ensureExecutionAllowed();
+            return cursor;
+        } catch (RuntimeException | Error exception) {
+            openFragmentCursors.remove(cursor);
+            closeQuietly(cursor);
+            throw exception;
+        }
+    }
+
+    private void recordFragmentIntermediate(
+        CompiledFederationFragment compiled,
+        Object[] row
+    ) {
+        FederationQueryMetricsTracker.IntermediateUsage usage =
+            metrics.recordIntermediate(compiled.plan().fragmentId(), row);
+        if (usage.rows() > policy.maximumIntermediateRows()
+            || usage.bytes() > policy.maximumIntermediateBytes()) {
+            throw new FederationSqlException(
+                FederationSqlErrorCode.FEDERATION_RESOURCE_LIMIT_EXCEEDED,
+                "federation intermediate result limit was exceeded"
+            );
+        }
+    }
+
+    private void cancelPreparation() {
+        synchronized (preparationLock) {
+            preparationFailed = true;
+            pendingPreparations.clear();
+        }
+        for (Future<?> task : List.copyOf(fragmentTasks)) {
+            task.cancel(true);
+        }
+        fragmentTasks.clear();
+        for (FederationResultCursor cursor : List.copyOf(openFragmentCursors)) {
+            openFragmentCursors.remove(cursor);
+            try {
+                cursor.close();
+            } catch (RuntimeException ignored) {
+                // 保留触发取消的原始分片异常；Statement 取消通道继续收口剩余资源。
+            }
+        }
+        for (CompletableFuture<PreparedFragment> preparation : fragmentPreparations.values()) {
+            preparation.cancel(true);
+        }
+        fragmentPreparations.clear();
+        registration.terminateStatementsForCleanup();
+    }
+
     private void acquireFragmentSlot() {
         while (true) {
             ensureExecutionAllowed();
@@ -259,6 +540,21 @@ final class FederationExecutionSession implements AutoCloseable {
         if (!closed.compareAndSet(false, true)) {
             return;
         }
+        boolean terminationRequired = !fragmentTasks.isEmpty()
+            || !openFragmentCursors.isEmpty();
+        synchronized (preparationLock) {
+            terminationRequired = terminationRequired || runningPreparations > 0;
+            preparationFailed = true;
+            pendingPreparations.clear();
+        }
+        for (Future<?> task : List.copyOf(fragmentTasks)) {
+            task.cancel(true);
+        }
+        fragmentTasks.clear();
+        for (CompletableFuture<PreparedFragment> preparation : fragmentPreparations.values()) {
+            preparation.cancel(true);
+        }
+        fragmentPreparations.clear();
         RuntimeException failure = null;
         for (FederationResultCursor cursor : List.copyOf(openFragmentCursors)) {
             try {
@@ -273,6 +569,9 @@ final class FederationExecutionSession implements AutoCloseable {
                 openFragmentCursors.remove(cursor);
             }
         }
+        if (terminationRequired) {
+            registration.terminateStatementsForCleanup();
+        }
         if (failure != null) {
             throw failure;
         }
@@ -282,15 +581,18 @@ final class FederationExecutionSession implements AutoCloseable {
 
         private final CompiledFederationFragment compiled;
         private final FederationResultCursor cursor;
+        private final boolean fragmentSlotHeld;
         private final AtomicBoolean released = new AtomicBoolean();
         private Object[] current;
 
         private FragmentEnumerator(
             CompiledFederationFragment compiled,
-            FederationResultCursor cursor
+            FederationResultCursor cursor,
+            boolean fragmentSlotHeld
         ) {
             this.compiled = compiled;
             this.cursor = cursor;
+            this.fragmentSlotHeld = fragmentSlotHeld;
         }
 
         /** {@inheritDoc} */
@@ -309,15 +611,7 @@ final class FederationExecutionSession implements AutoCloseable {
                     return false;
                 }
                 Object[] row = normalizeRow(cursor, compiled.rowType());
-                FederationQueryMetricsTracker.IntermediateUsage usage =
+                recordFragmentIntermediate(compiled, row);
-                    metrics.recordIntermediate(compiled.plan().fragmentId(), row);
-                if (usage.rows() > policy.maximumIntermediateRows()
-                    || usage.bytes() > policy.maximumIntermediateBytes()) {
-                    throw new FederationSqlException(
-                        FederationSqlErrorCode.FEDERATION_RESOURCE_LIMIT_EXCEEDED,
-                        "federation intermediate result limit was exceeded"
-                    );
-                }
                 current = row;
                 return true;
             } catch (RuntimeException exception) {
@@ -346,7 +640,9 @@ final class FederationExecutionSession implements AutoCloseable {
             try {
                 cursor.close();
             } finally {
-                fragmentSlots.release();
+                if (fragmentSlotHeld) {
+                    fragmentSlots.release();
+                }
                 if (exhausted) {
                     metrics.finishFragment(compiled.plan().fragmentId());
                 }
@@ -354,6 +650,78 @@ final class FederationExecutionSession implements AutoCloseable {
         }
     }
 
+    private static final class PreparedFragment {
+
+        private final List<Object[]> rows;
+
+        private PreparedFragment(List<Object[]> rows) {
+            this.rows = rows;
+        }
+
+        private Enumerator<Object[]> enumerator() {
+            return new Enumerator<>() {
+
+                private int index = -1;
+                private Object[] current;
+
+                @Override
+                public Object[] current() {
+                    return current;
+                }
+
+                @Override
+                public boolean moveNext() {
+                    int next = index + 1;
+                    if (next >= rows.size()) {
+                        current = null;
+                        return false;
+                    }
+                    index = next;
+                    current = rows.set(index, null);
+                    return true;
+                }
+
+                @Override
+                public void reset() {
+                    throw new UnsupportedOperationException(
+                        "fragment cursor cannot be reset"
+                    );
+                }
+
+                @Override
+                public void close() {
+                    rows.clear();
+                    current = null;
+                }
+            };
+        }
+    }
+
+    private record PreparationTask(
+        CompiledFederationFragment compiled,
+        CompletableFuture<PreparedFragment> preparation
+    ) {
+    }
+
+    private void releaseFragment(
+        CompiledFederationFragment compiled,
+        FederationResultCursor cursor,
+        boolean exhausted,
+        boolean fragmentSlotHeld
+    ) {
+        openFragmentCursors.remove(cursor);
+        try {
+            cursor.close();
+        } finally {
+            if (fragmentSlotHeld) {
+                fragmentSlots.release();
+            }
+            if (exhausted) {
+                metrics.finishFragment(compiled.plan().fragmentId());
+            }
+        }
+    }
+
     private static Object[] normalizeRow(
         FederationResultCursor cursor,
         RelDataType rowType

easy-agents-federation-sql/easy-agents-federation-sql-core/src/main/java/com/easyagents/federation/sql/runtime/FederationFragmentScheduler.java

@@ -0,0 +1,118 @@
+package com.easyagents.federation.sql.runtime;
+
+import com.easyagents.federation.sql.api.FederationSqlErrorCode;
+import com.easyagents.federation.sql.api.FederationSqlException;
+import com.easyagents.federation.sql.federation.FederationExecutionPolicy;
+import java.util.concurrent.ArrayBlockingQueue;
+import java.util.concurrent.Executor;
+import java.util.concurrent.RejectedExecutionException;
+import java.util.concurrent.ThreadPoolExecutor;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.concurrent.atomic.AtomicInteger;
+
+/**
+ * Engine 级有界分片工作线程池；查询级并发度仍由有效执行策略单独控制。
+ */
+final class FederationFragmentScheduler implements Executor, AutoCloseable {
+
+    private static final int MAXIMUM_WORKERS = 32;
+    private static final int MINIMUM_QUEUE_CAPACITY = 64;
+    private static final int QUEUE_CAPACITY_PER_WORKER = 8;
+
+    private final ThreadPoolExecutor executor;
+    private final AtomicBoolean closed = new AtomicBoolean();
+
+    /**
+     * 创建 Engine 独占的有界分片调度器。
+     *
+     * @param policy Engine 联邦执行硬上限
+     */
+    FederationFragmentScheduler(FederationExecutionPolicy policy) {
+        int availableProcessors = Math.max(1, Runtime.getRuntime().availableProcessors());
+        int workers = Math.min(
+            MAXIMUM_WORKERS,
+            Math.max(policy.maximumConcurrentFragments(), availableProcessors)
+        );
+        int queueCapacity = Math.max(
+            MINIMUM_QUEUE_CAPACITY,
+            workers * QUEUE_CAPACITY_PER_WORKER
+        );
+        this.executor = executor(workers, queueCapacity);
+    }
+
+    FederationFragmentScheduler(int workers, int queueCapacity) {
+        if (workers <= 0) {
+            throw new IllegalArgumentException("workers must be positive");
+        }
+        if (queueCapacity <= 0) {
+            throw new IllegalArgumentException("queueCapacity must be positive");
+        }
+        this.executor = executor(workers, queueCapacity);
+    }
+
+    private static ThreadPoolExecutor executor(int workers, int queueCapacity) {
+        AtomicInteger threadSequence = new AtomicInteger();
+        return new ThreadPoolExecutor(
+            workers,
+            workers,
+            0L,
+            TimeUnit.MILLISECONDS,
+            new ArrayBlockingQueue<>(queueCapacity),
+            runnable -> {
+                Thread thread = new Thread(
+                    runnable,
+                    "easy-agents-federation-fragment-" + threadSequence.incrementAndGet()
+                );
+                thread.setDaemon(true);
+                return thread;
+            },
+            new ThreadPoolExecutor.AbortPolicy()
+        );
+    }
+
+    /**
+     * 提交分片任务；队列饱和时明确拒绝，禁止在调用线程绕过 Worker 上限执行 JDBC。
+     *
+     * @param command 分片任务
+     */
+    @Override
+    public void execute(Runnable command) {
+        if (closed.get()) {
+            throw engineClosed();
+        }
+        try {
+            executor.execute(command);
+        } catch (RejectedExecutionException exception) {
+            if (closed.get() || executor.isShutdown()) {
+                throw engineClosed();
+            }
+            throw schedulerOverloaded(exception);
+        }
+    }
+
+    /**
+     * 中断排队任务并关闭工作线程。
+     */
+    @Override
+    public void close() {
+        if (closed.compareAndSet(false, true)) {
+            executor.shutdownNow();
+        }
+    }
+
+    private static FederationSqlException engineClosed() {
+        return new FederationSqlException(
+            FederationSqlErrorCode.ENGINE_CLOSED,
+            "federation fragment scheduler is closed"
+        );
+    }
+
+    private static FederationSqlException schedulerOverloaded(Throwable cause) {
+        return new FederationSqlException(
+            FederationSqlErrorCode.QUERY_ADMISSION_TIMEOUT,
+            "federation fragment scheduler is saturated",
+            cause
+        );
+    }
+}

easy-agents-federation-sql/easy-agents-federation-sql-core/src/main/java/com/easyagents/federation/sql/runtime/QueryCancellationRegistry.java

@@ -301,6 +301,13 @@ final class QueryCancellationRegistry implements AutoCloseable {
             return state.cancellationRequested();
         }
 
+        /**
+         * 不改变查询终态，仅终止当前已登记的 Statement，用于提前关闭异步分片。
+         */
+        void terminateStatementsForCleanup() {
+            state.terminateStatements();
+        }
+
         /**
          * 已取消时立即抛出稳定错误。
          */
@@ -485,13 +492,18 @@ final class QueryCancellationRegistry implements AutoCloseable {
         }
 
         private void terminate(QueryId queryId) {
+            if (isClosed()) {
+                return;
+            }
             SQLException failure = null;
             if (cancelIssued.compareAndSet(false, true)) {
                 try {
                     statement.cancel();
                 } catch (SQLException exception) {
-                    cancelIssued.set(false);
+                    if (!isClosed()) {
-                    failure = exception;
+                        cancelIssued.set(false);
+                        failure = exception;
+                    }
                 }
             }
             // close() 同时覆盖 register 与 executeQuery 之间的 JDBC 取消空窗。
@@ -499,11 +511,13 @@ final class QueryCancellationRegistry implements AutoCloseable {
                 try {
                     statement.close();
                 } catch (SQLException exception) {
-                    closeIssued.set(false);
+                    if (!isClosed()) {
-                    if (failure == null) {
+                        closeIssued.set(false);
-                        failure = exception;
+                        if (failure == null) {
-                    } else {
+                            failure = exception;
-                        failure.addSuppressed(exception);
+                        } else {
+                            failure.addSuppressed(exception);
+                        }
                     }
                 }
             }
@@ -515,6 +529,14 @@ final class QueryCancellationRegistry implements AutoCloseable {
                 );
             }
         }
+
+        private boolean isClosed() {
+            try {
+                return statement.isClosed();
+            } catch (SQLException ignored) {
+                return false;
+            }
+        }
     }
 
     private static FederationSqlException cancelled(QueryId queryId, Throwable cause) {

easy-agents-federation-sql/easy-agents-federation-sql-core/src/test/java/com/easyagents/federation/sql/runtime/FederationFragmentSchedulerTest.java

@@ -0,0 +1,118 @@
+package com.easyagents.federation.sql.runtime;
+
+import com.easyagents.federation.sql.api.FederationSqlErrorCode;
+import com.easyagents.federation.sql.api.FederationSqlException;
+import com.easyagents.federation.sql.federation.FederationExecutionPolicy;
+import java.util.concurrent.CountDownLatch;
+import java.util.concurrent.ExecutorCompletionService;
+import java.util.concurrent.Future;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.concurrent.atomic.AtomicInteger;
+import org.junit.Assert;
+import org.junit.Test;
+
+/**
+ * Engine 级有界分片调度器测试。
+ */
+public class FederationFragmentSchedulerTest {
+
+    /**
+     * 验证两个分片任务能够真实重叠执行，且调度器关闭后拒绝新任务。
+     *
+     * @throws Exception 等待任务失败
+     */
+    @Test
+    public void shouldExecuteFragmentTasksConcurrentlyAndRejectAfterClose() throws Exception {
+        FederationFragmentScheduler scheduler = new FederationFragmentScheduler(
+            FederationExecutionPolicy.basic()
+        );
+        CountDownLatch started = new CountDownLatch(2);
+        CountDownLatch release = new CountDownLatch(1);
+        AtomicInteger active = new AtomicInteger();
+        AtomicInteger maximumActive = new AtomicInteger();
+        ExecutorCompletionService<Void> completions = new ExecutorCompletionService<>(scheduler);
+        try {
+            Future<Void> first = completions.submit(
+                () -> runBlockingTask(started, release, active, maximumActive)
+            );
+            Future<Void> second = completions.submit(
+                () -> runBlockingTask(started, release, active, maximumActive)
+            );
+
+            Assert.assertTrue(started.await(2, TimeUnit.SECONDS));
+            Assert.assertEquals(2, maximumActive.get());
+            release.countDown();
+            first.get(2, TimeUnit.SECONDS);
+            second.get(2, TimeUnit.SECONDS);
+        } finally {
+            release.countDown();
+            scheduler.close();
+        }
+
+        try {
+            scheduler.execute(() -> { });
+            Assert.fail("closed scheduler should reject new tasks");
+        } catch (FederationSqlException exception) {
+            Assert.assertEquals(FederationSqlErrorCode.ENGINE_CLOSED, exception.errorCode());
+        }
+    }
+
+    /**
+     * 验证队列饱和时明确拒绝，且不会在提交线程绕过 Worker 上限执行任务。
+     *
+     * @throws Exception 等待任务失败
+     */
+    @Test
+    public void shouldRejectSaturationWithoutRunningTaskOnCaller() throws Exception {
+        FederationFragmentScheduler scheduler = new FederationFragmentScheduler(1, 1);
+        CountDownLatch firstStarted = new CountDownLatch(1);
+        CountDownLatch releaseFirst = new CountDownLatch(1);
+        CountDownLatch queuedCompleted = new CountDownLatch(1);
+        AtomicBoolean rejectedTaskRan = new AtomicBoolean();
+        try {
+            scheduler.execute(() -> {
+                firstStarted.countDown();
+                try {
+                    releaseFirst.await(2, TimeUnit.SECONDS);
+                } catch (InterruptedException exception) {
+                    Thread.currentThread().interrupt();
+                }
+            });
+            Assert.assertTrue(firstStarted.await(2, TimeUnit.SECONDS));
+            scheduler.execute(queuedCompleted::countDown);
+
+            try {
+                scheduler.execute(() -> rejectedTaskRan.set(true));
+                Assert.fail("saturated scheduler should reject the task");
+            } catch (FederationSqlException exception) {
+                Assert.assertEquals(
+                    FederationSqlErrorCode.QUERY_ADMISSION_TIMEOUT,
+                    exception.errorCode()
+                );
+            }
+            Assert.assertFalse(rejectedTaskRan.get());
+        } finally {
+            releaseFirst.countDown();
+            Assert.assertTrue(queuedCompleted.await(2, TimeUnit.SECONDS));
+            scheduler.close();
+        }
+    }
+
+    private static Void runBlockingTask(
+        CountDownLatch started,
+        CountDownLatch release,
+        AtomicInteger active,
+        AtomicInteger maximumActive
+    ) throws InterruptedException {
+        int current = active.incrementAndGet();
+        maximumActive.accumulateAndGet(current, Math::max);
+        started.countDown();
+        try {
+            Assert.assertTrue(release.await(2, TimeUnit.SECONDS));
+            return null;
+        } finally {
+            active.decrementAndGet();
+        }
+    }
+}

easy-agents-flow/src/main/java/com/easyagents/flow/core/chain/Chain.java

@@ -634,7 +634,8 @@ public class Chain {
                                         NodeStateField
                                                 .EXECUTION_ATTEMPT_KEY);
                             }
-                            if (node.getCondition() == null) {
+                            if (node.getJoinMode() == NodeJoinMode.ANY
+                                    && node.getCondition() == null) {
                                 s.recordTrigger(triggerEdgeId);
                                 fields.add(NodeStateField.TRIGGER_COUNT);
                                 fields.add(NodeStateField.TRIGGER_EDGE_IDS);
@@ -795,7 +796,7 @@ public class Chain {
 
     private boolean shouldSkipNode(Node node, String edgeId) {
         NodeCondition condition = node.getCondition();
-        if (condition == null) {
+        if (node.getJoinMode() == NodeJoinMode.ANY && condition == null) {
             return false;
         }
         return executeWithLock(stateInstanceId, 10, TimeUnit.SECONDS, () -> {
@@ -805,7 +806,11 @@ public class Chain {
             });
 
             Map<String, Object> prevResult = Collections.emptyMap();
-            boolean shouldSkipNode = !condition.check(this, newState, prevResult);
+            boolean joinPending = node.getJoinMode() == NodeJoinMode.ALL
+                    && !newState.isUpstreamFullyExecuted();
+            boolean shouldSkipNode = joinPending
+                    || (condition != null
+                    && !condition.check(this, newState, prevResult));
             if (shouldSkipNode) {
                 updateStateSafely(state -> {
                     return state.addUncheckedNodeId(node.id)
@@ -1746,16 +1751,91 @@ public class Chain {
                 stateInstanceId,
                 10L,
                 TimeUnit.SECONDS,
-                () -> {
+                () -> resumeSuspended(variables));
-                    ChainState current =
+    }
-                            chainStateRepository.load(stateInstanceId);
+
-                    if (current == null
+    private void validateResumeVariables(
-                            || current.getStatus() != ChainStatus.SUSPEND) {
+            ChainState state, Map<String, Object> variables) {
-                        return false;
+        List<Parameter> parameters = state.getSuspendForParameters();
-                    }
+        if (parameters == null || parameters.isEmpty()) {
-                    resumeSuspended(variables);
+            return;
-                    return true;
+        }
-                });
+        Map<String, Object> submitted = variables == null
+                ? Collections.emptyMap()
+                : variables;
+        Set<String> expectedKeys = parameters.stream()
+                .map(Parameter::getName)
+                .filter(Objects::nonNull)
+                .collect(java.util.stream.Collectors.toCollection(
+                        LinkedHashSet::new));
+        Set<String> extraKeys = new LinkedHashSet<>(submitted.keySet());
+        extraKeys.removeAll(expectedKeys);
+        if (!extraKeys.isEmpty()) {
+            throw new ChainResumeException(
+                    "确认参数包含未声明字段");
+        }
+        for (Parameter parameter : parameters) {
+            String name = parameter.getName();
+            Object value = submitted.get(name);
+            String label = StringUtil.getFirstWithText(
+                    parameter.getFormLabel(), name);
+            if (!submitted.containsKey(name) || isBlankResumeValue(value)) {
+                throw new ChainResumeException(
+                        "确认参数[" + label + "]不能为空");
+            }
+            validateResumeOption(parameter, value, label);
+        }
+    }
+
+    private void validateResumeOption(
+            Parameter parameter, Object value, String label) {
+        List<ParameterOption> options = parameter.getOptions();
+        if (options == null || options.isEmpty()) {
+            return;
+        }
+        Set<String> allowedValues = options.stream()
+                .map(ParameterOption::getValue)
+                .filter(Objects::nonNull)
+                .collect(java.util.stream.Collectors.toCollection(
+                        LinkedHashSet::new));
+        if ("checkbox".equals(parameter.getFormType())) {
+            if (!(value instanceof Collection<?> selected)) {
+                throw new ChainResumeException(
+                        "确认参数[" + label + "]必须提交字符串数组");
+            }
+            Set<String> unique = new LinkedHashSet<>();
+            for (Object item : selected) {
+                if (!(item instanceof String selectedValue)
+                        || !allowedValues.contains(selectedValue)) {
+                    throw new ChainResumeException(
+                            "确认参数[" + label + "]包含未配置选项");
+                }
+                if (!unique.add(selectedValue)) {
+                    throw new ChainResumeException(
+                            "确认参数[" + label + "]不能重复选择同一选项");
+                }
+            }
+            return;
+        }
+        if (!(value instanceof String selectedValue)) {
+            throw new ChainResumeException(
+                    "确认参数[" + label + "]必须提交单个字符串值");
+        }
+        if (!allowedValues.contains(selectedValue)) {
+            throw new ChainResumeException(
+                    "确认参数[" + label + "]包含未配置选项");
+        }
+    }
+
+    private boolean isBlankResumeValue(Object value) {
+        if (value == null) {
+            return true;
+        }
+        if (value instanceof String text) {
+            return text.trim().isEmpty();
+        }
+        return value instanceof Collection<?> collection
+                && collection.isEmpty();
     }
 
     /**
@@ -1772,36 +1852,51 @@ public class Chain {
      *
      * @param variables 恢复时注入的变量
      */
-    private void resumeSuspended(Map<String, Object> variables) {
+    private boolean resumeSuspended(Map<String, Object> variables) {
-        ChainState newState = updateStateSafely(state -> {
+        AtomicBoolean resumed = new AtomicBoolean(false);
-            if (variables != null) {
+        AtomicReference<Set<String>> suspendedNodeIds =
-                state.getMemory().putAll(variables);
+                new AtomicReference<>(Collections.emptySet());
-                return EnumSet.of(ChainStateField.MEMORY);
+        updateStateSafely(state -> {
-            } else {
+            resumed.set(false);
+            suspendedNodeIds.set(Collections.emptySet());
+            if (state.getStatus() != ChainStatus.SUSPEND) {
                 return null;
             }
+            validateResumeVariables(state, variables);
+            if (state.getSuspendNodeIds() != null) {
+                suspendedNodeIds.set(
+                        new LinkedHashSet<>(state.getSuspendNodeIds()));
+            }
+            EnumSet<ChainStateField> updatedFields = EnumSet.of(
+                    ChainStateField.STATUS,
+                    ChainStateField.SUSPEND_NODE_IDS,
+                    ChainStateField.SUSPEND_FOR_PARAMETERS);
+            if (variables != null && !variables.isEmpty()) {
+                state.getMemory().putAll(variables);
+                updatedFields.add(ChainStateField.MEMORY);
+            }
+            state.setStatus(ChainStatus.RUNNING);
+            state.setSuspendNodeIds(null);
+            state.setSuspendForParameters(null);
+            resumed.set(true);
+            return updatedFields;
         });
+        if (!resumed.get()) {
+            return false;
+        }
 
         notifyEvent(new ChainResumeEvent(this, variables));
-        setStatusAndNotifyEvent(ChainStatus.RUNNING);
+        notifyEvent(new ChainStatusChangeEvent(
+                this, ChainStatus.RUNNING, ChainStatus.SUSPEND));
 
-        Set<String> suspendNodeIds = newState.getSuspendNodeIds();
+        for (String id : suspendedNodeIds.get()) {
-        if (suspendNodeIds != null && !suspendNodeIds.isEmpty()) {
+            Node node = definition.getNodeById(id);
-            // 移除 suspend 状态，方便二次 suspend 时，不带有旧数据
+            if (node == null) {
-             updateStateSafely(state -> {
+                throw new ChainException("Node not found: " + id);
-                state.setSuspendNodeIds(null);
-                state.setSuspendForParameters(null);
-                return EnumSet.of(ChainStateField.SUSPEND_NODE_IDS, ChainStateField.SUSPEND_FOR_PARAMETERS);
-            });
-
-            for (String id : suspendNodeIds) {
-                Node node = definition.getNodeById(id);
-                if (node == null) {
-                    throw new ChainException("Node not found: " + id);
-                }
-                scheduleNode(node, null, TriggerType.RESUME, 0L);
             }
+            scheduleNode(node, null, TriggerType.RESUME, 0L);
         }
+        return true;
     }
 
     public void resume() {

easy-agents-flow/src/main/java/com/easyagents/flow/core/chain/ChainResumeException.java

@@ -0,0 +1,16 @@
+/**
+ * Copyright (c) 2025-2026, Michael Yang 杨福海 (fuhai999@gmail.com).
+ * <p>
+ * Licensed under the GNU Lesser General Public License (LGPL) ,Version 3.0.
+ */
+package com.easyagents.flow.core.chain;
+
+/**
+ * 工作流挂起参数不满足当前恢复请求时抛出的异常。
+ */
+public class ChainResumeException extends ChainException {
+
+    public ChainResumeException(String message) {
+        super(message);
+    }
+}

easy-agents-flow/src/main/java/com/easyagents/flow/core/chain/Node.java

@@ -42,6 +42,7 @@ public abstract class Node implements Serializable {
 
     protected NodeCondition condition;
     protected NodeValidator validator;
+    protected NodeJoinMode joinMode = NodeJoinMode.ANY;
 
     // 循环执行相关属性
     protected boolean loopEnable = false;           // 是否启用循环执行
@@ -70,6 +71,10 @@ public abstract class Node implements Serializable {
     }
 
     public void setParentId(String parentId) {
+        if (StringUtil.hasText(parentId) && getJoinMode() == NodeJoinMode.ALL) {
+            throw new IllegalArgumentException(
+                    "joinMode 'all' is not supported for loop child nodes");
+        }
         this.parentId = parentId;
     }
 
@@ -121,6 +126,31 @@ public abstract class Node implements Serializable {
         this.validator = validator;
     }
 
+    /**
+     * 获取节点的直接入边汇聚模式。
+     *
+     * <p>旧序列化对象缺少该字段时返回 {@link NodeJoinMode#ANY}。</p>
+     *
+     * @return 汇聚模式
+     */
+    public NodeJoinMode getJoinMode() {
+        return joinMode == null ? NodeJoinMode.ANY : joinMode;
+    }
+
+    /**
+     * 设置节点的直接入边汇聚模式。
+     *
+     * @param joinMode 汇聚模式
+     */
+    public void setJoinMode(NodeJoinMode joinMode) {
+        NodeJoinMode resolved = joinMode == null ? NodeJoinMode.ANY : joinMode;
+        if (resolved == NodeJoinMode.ALL && StringUtil.hasText(parentId)) {
+            throw new IllegalArgumentException(
+                    "joinMode 'all' is not supported for loop child nodes");
+        }
+        this.joinMode = resolved;
+    }
+
 //    protected void addOutwardEdge(Edge edge) {
 //        if (this.outwardEdges == null) {
 //            this.outwardEdges = new ArrayList<>();

easy-agents-flow/src/main/java/com/easyagents/flow/core/chain/NodeJoinMode.java

@@ -0,0 +1,60 @@
+/**
+ * Copyright (c) 2025-2026, Michael Yang 杨福海 (fuhai999@gmail.com).
+ * <p>
+ * Licensed under the GNU Lesser General Public License (LGPL) ,Version 3.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ * <p>
+ * http://www.gnu.org/licenses/lgpl-3.0.txt
+ * <p>
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package com.easyagents.flow.core.chain;
+
+import java.util.Locale;
+
+/**
+ * 多入边节点的触发汇聚模式。
+ */
+public enum NodeJoinMode {
+
+    /** 任意一条直接入边到达即可执行。 */
+    ANY("any"),
+    /** 全部直接入边到达后才执行。 */
+    ALL("all");
+
+    private final String value;
+
+    NodeJoinMode(String value) {
+        this.value = value;
+    }
+
+    public String getValue() {
+        return value;
+    }
+
+    /**
+     * 按工作流 JSON 值解析汇聚模式。
+     *
+     * @param value 配置值
+     * @return 汇聚模式
+     * @throws IllegalArgumentException 配置为空或不受支持
+     */
+    public static NodeJoinMode ofValue(String value) {
+        if (value == null || value.trim().isEmpty()) {
+            throw new IllegalArgumentException("joinMode must be 'any' or 'all'");
+        }
+        String normalized = value.trim().toLowerCase(Locale.ROOT);
+        for (NodeJoinMode mode : values()) {
+            if (mode.value.equals(normalized)) {
+                return mode;
+            }
+        }
+        throw new IllegalArgumentException(
+                "Unsupported joinMode: " + value + "; expected 'any' or 'all'");
+    }
+}

easy-agents-flow/src/main/java/com/easyagents/flow/core/chain/Parameter.java

@@ -49,6 +49,11 @@ public class Parameter implements Serializable, Cloneable {
      */
     protected List<Object> enums;
 
+    /**
+     * 显示文案与实际值分离的结构化选项。
+     */
+    protected List<ParameterOption> options;
+
     /**
      * 用户输入的表单类型，例如："input"  "textarea"  "select"  "radio"  "checkbox"  等等
      */
@@ -242,6 +247,14 @@ public class Parameter implements Serializable, Cloneable {
         }
     }
 
+    public List<ParameterOption> getOptions() {
+        return options;
+    }
+
+    public void setOptions(List<ParameterOption> options) {
+        this.options = options;
+    }
+
     public String getFormType() {
         return formType;
     }
@@ -298,6 +311,7 @@ public class Parameter implements Serializable, Cloneable {
             ", flattenAggregation=" + flattenAggregation +
             ", children=" + children +
             ", enums=" + enums +
+            ", options=" + options +
             ", formType='" + formType + '\'' +
             ", formLabel='" + formLabel + '\'' +
             ", formPlaceholder='" + formPlaceholder + '\'' +
@@ -320,6 +334,13 @@ public class Parameter implements Serializable, Cloneable {
                 clone.enums = new ArrayList<>(this.enums.size());
                 clone.enums.addAll(this.enums);
             }
+            if (this.options != null) {
+                clone.options = new ArrayList<>(this.options.size());
+                for (ParameterOption option : this.options) {
+                    clone.options.add(new ParameterOption(
+                            option.getLabel(), option.getValue()));
+                }
+            }
             return clone;
         } catch (CloneNotSupportedException e) {
             throw new AssertionError();

easy-agents-flow/src/main/java/com/easyagents/flow/core/chain/ParameterOption.java

@@ -0,0 +1,55 @@
+/**
+ * Copyright (c) 2025-2026, Michael Yang 杨福海 (fuhai999@gmail.com).
+ * <p>
+ * Licensed under the GNU Lesser General Public License (LGPL) ,Version 3.0.
+ */
+package com.easyagents.flow.core.chain;
+
+import java.io.Serializable;
+
+/**
+ * 用户输入参数的结构化选项。
+ */
+public class ParameterOption implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    private String label;
+    private String value;
+
+    public ParameterOption() {
+    }
+
+    public ParameterOption(String label, String value) {
+        setLabel(label);
+        setValue(value);
+    }
+
+    public String getLabel() {
+        return label;
+    }
+
+    public void setLabel(String label) {
+        this.label = trim(label);
+    }
+
+    public String getValue() {
+        return value;
+    }
+
+    public void setValue(String value) {
+        this.value = trim(value);
+    }
+
+    private static String trim(String value) {
+        return value == null ? null : value.trim();
+    }
+
+    @Override
+    public String toString() {
+        return "ParameterOption{" +
+                "label='" + label + '\'' +
+                ", value='" + value + '\'' +
+                '}';
+    }
+}

easy-agents-flow/src/main/java/com/easyagents/flow/core/knowledge/KnowledgeManager.java

@@ -18,6 +18,7 @@ package com.easyagents.flow.core.knowledge;
 
 import java.util.ArrayList;
 import java.util.List;
+import java.util.Map;
 
 public class KnowledgeManager {
 
@@ -51,4 +52,20 @@ public class KnowledgeManager {
         }
         return null;
     }
+
+    /**
+     * 将完整知识检索请求交给首个能够处理它的 Provider。
+     *
+     * @param request 检索请求
+     * @return 节点输出；没有 Provider 能处理时返回 null
+     */
+    public Map<String, Object> search(KnowledgeSearchRequest request) {
+        for (KnowledgeProvider provider : providers) {
+            Map<String, Object> result = provider.search(request);
+            if (result != null) {
+                return result;
+            }
+        }
+        return null;
+    }
 }

easy-agents-flow/src/main/java/com/easyagents/flow/core/knowledge/KnowledgeProvider.java

@@ -15,6 +15,37 @@
  */
 package com.easyagents.flow.core.knowledge;
 
+import com.easyagents.flow.core.util.Maps;
+
+import java.util.List;
+import java.util.Map;
+
 public interface KnowledgeProvider {
     Knowledge getKnowledge(Object id);
+
+    /**
+     * 执行完整的知识库节点检索请求。
+     *
+     * <p>默认实现保留单知识库兼容。需要跨知识库汇总的业务 Provider
+     * 应覆盖本方法并返回完整节点输出。</p>
+     *
+     * @param request 检索请求
+     * @return 节点输出；当前 Provider 不支持该请求时返回 null
+     */
+    default Map<String, Object> search(KnowledgeSearchRequest request) {
+        if (request == null || request.getKnowledgeIds().size() != 1) {
+            return null;
+        }
+        Object knowledgeId = request.getKnowledgeIds().get(0);
+        Knowledge knowledge = getKnowledge(knowledgeId);
+        if (knowledge == null) {
+            return null;
+        }
+        List<Map<String, Object>> documents = knowledge.search(
+                request.getKeyword(),
+                request.getLimit(),
+                request.getKnowledgeNode(),
+                request.getChain());
+        return Maps.of("documents", documents);
+    }
 }

easy-agents-flow/src/main/java/com/easyagents/flow/core/knowledge/KnowledgeSearchRequest.java

@@ -0,0 +1,67 @@
+/**
+ * Copyright (c) 2025-2026, Michael Yang 杨福海 (fuhai999@gmail.com).
+ * <p>
+ * Licensed under the GNU Lesser General Public License (LGPL) ,Version 3.0.
+ */
+package com.easyagents.flow.core.knowledge;
+
+import com.easyagents.flow.core.chain.Chain;
+import com.easyagents.flow.core.node.KnowledgeNode;
+
+import java.util.Collections;
+import java.util.ArrayList;
+import java.util.List;
+
+/**
+ * 工作流知识库节点的完整检索请求。
+ */
+public class KnowledgeSearchRequest {
+
+    private final List<Object> knowledgeIds;
+    private final String keyword;
+    private final int limit;
+    private final String retrievalMode;
+    private final KnowledgeNode knowledgeNode;
+    private final Chain chain;
+
+    public KnowledgeSearchRequest(
+            List<Object> knowledgeIds,
+            String keyword,
+            int limit,
+            String retrievalMode,
+            KnowledgeNode knowledgeNode,
+            Chain chain) {
+        this.knowledgeIds = knowledgeIds == null
+                ? Collections.emptyList()
+                : Collections.unmodifiableList(new ArrayList<>(knowledgeIds));
+        this.keyword = keyword;
+        this.limit = limit;
+        this.retrievalMode = retrievalMode;
+        this.knowledgeNode = knowledgeNode;
+        this.chain = chain;
+    }
+
+    public List<Object> getKnowledgeIds() {
+        return knowledgeIds;
+    }
+
+    public String getKeyword() {
+        return keyword;
+    }
+
+    public int getLimit() {
+        return limit;
+    }
+
+    public String getRetrievalMode() {
+        return retrievalMode;
+    }
+
+    public KnowledgeNode getKnowledgeNode() {
+        return knowledgeNode;
+    }
+
+    public Chain getChain() {
+        return chain;
+    }
+}

easy-agents-flow/src/main/java/com/easyagents/flow/core/node/ConfirmNode.java

@@ -15,21 +15,55 @@
  */
 package com.easyagents.flow.core.node;
 
-
 import com.easyagents.flow.core.chain.Chain;
 import com.easyagents.flow.core.chain.ChainSuspendException;
+import com.easyagents.flow.core.chain.DataType;
 import com.easyagents.flow.core.chain.Parameter;
+import com.easyagents.flow.core.chain.ParameterOption;
 import com.easyagents.flow.core.chain.RefType;
 import com.easyagents.flow.core.chain.repository.ChainStateField;
+import com.easyagents.flow.core.chain.runtime.Trigger;
+import com.easyagents.flow.core.chain.runtime.TriggerContext;
+import com.easyagents.flow.core.chain.runtime.TriggerType;
 
-import java.util.*;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.EnumSet;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Objects;
+import java.util.Set;
 
 public class ConfirmNode extends BaseNode {
     private static final long serialVersionUID = 1L;
 
+    public static final String DEFAULT_OUTPUT_NAME = "selection";
+    public static final int MAX_OPTIONS = 100;
+    public static final int MAX_MESSAGE_LENGTH = 2000;
+    public static final int MAX_OPTION_LENGTH = 200;
+    public static final Set<String> SUPPORTED_CONFIGURATION_KEYS = Set.of(
+            "condition",
+            "description",
+            "expand",
+            "joinMode",
+            "loopBreakCondition",
+            "loopEnable",
+            "loopIntervalMs",
+            "maxLoopCount",
+            "maxRetryCount",
+            "message",
+            "multiple",
+            "options",
+            "outputDefs",
+            "resetRetryCountAfterNormal",
+            "retryEnable",
+            "retryIntervalMs",
+            "title");
 
     private String message;
-    private List<Parameter> confirms;
+    private boolean multiple;
+    private List<String> options;
 
     public String getMessage() {
         return message;
@@ -39,115 +73,152 @@ public class ConfirmNode extends BaseNode {
         this.message = message;
     }
 
-    public List<Parameter> getConfirms() {
+    public boolean isMultiple() {
-        return confirms;
+        return multiple;
     }
 
-    public void setConfirms(List<Parameter> confirms) {
+    public void setMultiple(boolean multiple) {
-        if (confirms != null) {
+        this.multiple = multiple;
-            for (Parameter confirm : confirms) {
-                confirm.setRefType(RefType.INPUT);
-                confirm.setRequired(true); // 必填，才能正确通过 getParameterValuesOnly 获取参数值
-                confirm.setName(confirm.getName());
-            }
-        }
-        this.confirms = confirms;
     }
 
+    public List<String> getOptions() {
+        return options;
+    }
+
+    public void setOptions(List<String> options) {
+        this.options = options;
+    }
 
     @Override
     public Map<String, Object> execute(Chain chain) {
+        validateConfiguration();
+        String outputName = resolveOutputName();
+        Parameter parameter = buildParameter();
 
-        List<Parameter> confirmParameters = new ArrayList<>();
+        // 确认值只能来自经过 Chain.resumeIfSuspended 校验后创建的恢复触发器。
-        addConfirmParameter(confirmParameters);
+        // 启动参数与普通节点内存中的同名值均不能绕过人工确认。
-
+        if (!isValidatedResumeTrigger(chain)) {
-        if (confirms != null) {
+            chain.updateStateSafely(state -> {
-            for (Parameter confirm : confirms) {
+                if (state.getMemory().remove(parameter.getName()) == null) {
-                Parameter clone = confirm.clone();
+                    return null;
-                clone.setName(confirm.getName() + "__" + getId());
+                }
-                clone.setRefType(RefType.INPUT);
+                return EnumSet.of(ChainStateField.MEMORY);
-                confirmParameters.add(clone);
+            });
-            }
         }
 
         Map<String, Object> values;
         try {
             values = chain.getExecutionState()
-                    .resolveParameters(this, confirmParameters);
+                    .resolveParameters(this, Collections.singletonList(parameter));
-            // 移除 confirm 参数，方便在其他节点二次确认，或者在 for 循环中第二次获取
             chain.updateStateSafely(state -> {
-                for (Parameter confirmParameter : confirmParameters) {
+                if (!state.getMemory().containsKey(parameter.getName())) {
-                    state.getMemory().remove(confirmParameter.getName());
+                    return null;
                 }
+                state.getMemory().remove(parameter.getName());
                 return EnumSet.of(ChainStateField.MEMORY);
             });
-        } catch (ChainSuspendException e) {
+        } catch (ChainSuspendException exception) {
             chain.updateStateSafely(state -> {
                 state.setMessage(message);
                 return EnumSet.of(ChainStateField.MESSAGE);
             });
-
+            throw exception;
-            if (confirms != null) {
-                List<Parameter> newParameters = new ArrayList<>();
-                for (Parameter confirm : confirms) {
-                    Parameter clone = confirm.clone();
-                    clone.setName(confirm.getName() + "__" + getId());
-                    clone.setRefType(RefType.REF); // 固定为 REF
-                    newParameters.add(clone);
-                }
-
-                // 获取参数值，不会触发 ChainSuspendException 错误
-                Map<String, Object> parameterValues =
-                        chain.getExecutionState().resolveParameters(
-                                this,
-                                newParameters,
-                                null,
-                                true);
-
-                // 设置 enums，方便前端给用户进行选择
-                for (Parameter confirmParameter : confirmParameters) {
-                    if (confirmParameter.getEnums() == null) {
-                        Object enumsObject = parameterValues.get(confirmParameter.getName());
-                        confirmParameter.setEnumsObject(enumsObject);
-                    }
-                }
-            }
-
-            throw e;
         }
 
+        return Collections.singletonMap(
+                outputName,
+                values.get(parameter.getName()));
+    }
 
-        Map<String, Object> results = new HashMap<>(values.size());
+    /**
-        values.forEach((key, value) -> {
+     * 获取并校验当前节点配置的唯一输出名称。
-            int index = key.lastIndexOf("__");
+     *
-            if (index >= 0) {
+     * @return 用户配置的输出名称
-                results.put(key.substring(0, index), value);
+     */
-            } else {
+    public String resolveOutputName() {
-                results.put(key, value);
+        if (outputDefs == null || outputDefs.size() != 1
+                || outputDefs.get(0) == null) {
+            throw new IllegalArgumentException(
+                    "用户确认节点必须配置一个输出参数");
+        }
+        Parameter output = outputDefs.get(0);
+        String outputName = output.getName();
+        if (outputName == null || outputName.trim().isEmpty()) {
+            throw new IllegalArgumentException(
+                    "用户确认节点输出参数名称不能为空");
+        }
+        DataType expectedType = multiple
+                ? DataType.Array_String
+                : DataType.String;
+        if (output.getDataType() != expectedType) {
+            throw new IllegalArgumentException(
+                    "用户确认节点输出参数类型必须与选择方式一致");
+        }
+        return outputName;
+    }
+
+    private boolean isValidatedResumeTrigger(Chain chain) {
+        Trigger trigger = TriggerContext.getCurrentTrigger();
+        return trigger != null
+                && trigger.getType() == TriggerType.RESUME
+                && Objects.equals(
+                        chain.getStateInstanceId(),
+                        trigger.getStateInstanceId())
+                && Objects.equals(getId(), trigger.getNodeId());
+    }
+
+    public void validateConfiguration() {
+        requireText(message, MAX_MESSAGE_LENGTH, "确认提示内容");
+        if (options == null || options.isEmpty()) {
+            throw new IllegalArgumentException("用户确认节点至少需要一个选项");
+        }
+        if (options.size() > MAX_OPTIONS) {
+            throw new IllegalArgumentException(
+                    "用户确认节点最多支持 " + MAX_OPTIONS + " 个选项");
+        }
+
+        Set<String> normalizedOptions = new HashSet<>();
+        for (String option : options) {
+            String normalized = requireText(option, MAX_OPTION_LENGTH, "选项内容");
+            if (!normalizedOptions.add(normalized)) {
+                throw new IllegalArgumentException("用户确认节点选项内容重复: " + normalized);
             }
-        });
+        }
-
-        return results;
     }
 
-
+    private Parameter buildParameter() {
-    private void addConfirmParameter(List<Parameter> parameters) {
-        // “确认 和 取消” 的参数
         Parameter parameter = new Parameter();
+        parameter.setId(DEFAULT_OUTPUT_NAME);
+        parameter.setName(DEFAULT_OUTPUT_NAME + "__" + getId());
+        parameter.setDataType(multiple ? DataType.Array_String : DataType.String);
         parameter.setRefType(RefType.INPUT);
-        parameter.setId("confirm");
-        parameter.setName("confirm__" + getId());
         parameter.setRequired(true);
-
-        List<Object> selectionData = new ArrayList<>();
-        selectionData.add("yes");
-        selectionData.add("no");
-
-        parameter.setEnums(selectionData);
         parameter.setContentType("text");
-        parameter.setFormType("confirm");
+        parameter.setFormType(multiple ? "checkbox" : "radio");
-        parameters.add(parameter);
+        parameter.setFormLabel("选择内容");
+        parameter.setOptions(buildRuntimeOptions());
+        return parameter;
     }
 
+    private List<ParameterOption> buildRuntimeOptions() {
+        List<ParameterOption> runtimeOptions = new ArrayList<>(options.size());
+        for (String option : options) {
+            String normalized = option.trim();
+            runtimeOptions.add(new ParameterOption(normalized, normalized));
+        }
+        return runtimeOptions;
+    }
 
+    private static String requireText(
+            String value, int maxLength, String fieldName) {
+        String normalized = value == null ? "" : value.trim();
+        if (normalized.isEmpty()) {
+            throw new IllegalArgumentException(fieldName + "不能为空");
+        }
+        if (normalized.length() > maxLength) {
+            throw new IllegalArgumentException(
+                    fieldName + "不能超过 " + maxLength + " 个字符");
+        }
+        return normalized;
+    }
 }

easy-agents-flow/src/main/java/com/easyagents/flow/core/node/KnowledgeNode.java

@@ -17,15 +17,15 @@ package com.easyagents.flow.core.node;
 
 import com.easyagents.flow.core.chain.Chain;
 import com.easyagents.flow.core.chain.ChainState;
-import com.easyagents.flow.core.knowledge.Knowledge;
 import com.easyagents.flow.core.knowledge.KnowledgeManager;
-import com.easyagents.flow.core.util.Maps;
+import com.easyagents.flow.core.knowledge.KnowledgeSearchRequest;
 import com.easyagents.flow.core.util.StringUtil;
 import com.easyagents.flow.core.util.TextTemplate;
 import org.slf4j.Logger;
 
-import java.util.Arrays;
+import java.util.ArrayList;
 import java.util.Collections;
+import java.util.LinkedHashSet;
 import java.util.List;
 import java.util.Map;
 
@@ -36,6 +36,7 @@ public class KnowledgeNode extends BaseNode {
     private static final Logger logger = org.slf4j.LoggerFactory.getLogger(KnowledgeNode.class);
 
     private Object knowledgeId;
+    private List<Object> knowledgeIds = new ArrayList<>();
     private String keyword;
     private String limit;
     private String retrievalMode = "HYBRID";
@@ -48,6 +49,32 @@ public class KnowledgeNode extends BaseNode {
         this.knowledgeId = knowledgeId;
     }
 
+    /**
+     * 获取规范化的知识库集合，兼容历史单值字段。
+     *
+     * @return 去重后的知识库 ID
+     */
+    public List<Object> getKnowledgeIds() {
+        if (knowledgeIds != null && !knowledgeIds.isEmpty()) {
+            return Collections.unmodifiableList(knowledgeIds);
+        }
+        return knowledgeId == null
+                ? Collections.emptyList()
+                : Collections.singletonList(knowledgeId);
+    }
+
+    public void setKnowledgeIds(List<?> knowledgeIds) {
+        LinkedHashSet<Object> normalized = new LinkedHashSet<>();
+        if (knowledgeIds != null) {
+            for (Object id : knowledgeIds) {
+                if (id != null && StringUtil.hasText(String.valueOf(id))) {
+                    normalized.add(id);
+                }
+            }
+        }
+        this.knowledgeIds = new ArrayList<>(normalized);
+    }
+
     public String getKeyword() {
         return keyword;
     }
@@ -88,25 +115,44 @@ public class KnowledgeNode extends BaseNode {
         if (StringUtil.hasText(realLimitString)) {
             try {
                 realLimit = Integer.parseInt(realLimitString);
-            } catch (Exception e) {
+            } catch (NumberFormatException exception) {
-                logger.error(e.toString(), e);
+                throw new IllegalArgumentException(
+                        "知识库节点最终返回条数必须为正整数", exception);
             }
         }
-
+        if (realLimit <= 0) {
-        Knowledge knowledge = KnowledgeManager.getInstance().getKnowledge(knowledgeId);
+            throw new IllegalArgumentException(
-
+                    "知识库节点最终返回条数必须为正整数");
-        if (knowledge == null) {
-            return Collections.emptyMap();
         }
 
-        List<Map<String, Object>> result = knowledge.search(realKeyword, realLimit, this, chain);
+        List<Object> resolvedKnowledgeIds = getKnowledgeIds();
-        return Maps.of("documents", result);
+        if (resolvedKnowledgeIds.isEmpty()) {
+            throw new IllegalArgumentException("知识库节点至少需要选择一个知识库");
+        }
+        if (resolvedKnowledgeIds.size() > 1
+                && !"VECTOR".equalsIgnoreCase(retrievalMode)) {
+            throw new IllegalArgumentException("多知识库检索仅支持 VECTOR 模式");
+        }
+
+        Map<String, Object> result = KnowledgeManager.getInstance().search(
+                new KnowledgeSearchRequest(
+                        resolvedKnowledgeIds,
+                        realKeyword,
+                        realLimit,
+                        retrievalMode,
+                        this,
+                        chain));
+        if (result == null) {
+            throw new IllegalStateException("没有可用的知识库 Provider");
+        }
+        return result;
     }
 
     @Override
     public String toString() {
         return "KnowledgeNode{" +
                 "knowledgeId=" + knowledgeId +
+                ", knowledgeIds=" + knowledgeIds +
                 ", keyword='" + keyword + '\'' +
                 ", limit='" + limit + '\'' +
                 ", retrievalMode='" + retrievalMode + '\'' +

easy-agents-flow/src/main/java/com/easyagents/flow/core/parser/BaseNodeParser.java

@@ -21,6 +21,7 @@ import com.alibaba.fastjson.JSONObject;
 import com.easyagents.flow.core.chain.DataType;
 import com.easyagents.flow.core.chain.JsCodeCondition;
 import com.easyagents.flow.core.chain.Node;
+import com.easyagents.flow.core.chain.NodeJoinMode;
 import com.easyagents.flow.core.chain.Parameter;
 import com.easyagents.flow.core.chain.RefType;
 import com.easyagents.flow.core.node.BaseNode;
@@ -123,6 +124,10 @@ public abstract class BaseNodeParser<T extends BaseNode> implements NodeParser<T
 
             if (!data.isEmpty()) {
 
+                if (data.containsKey("joinMode")) {
+                    node.setJoinMode(NodeJoinMode.ofValue(data.getString("joinMode")));
+                }
+
                 addParameters(node, data);
                 addOutputDefs(node, data);
 

easy-agents-flow/src/main/java/com/easyagents/flow/core/parser/impl/ConfirmNodeParser.java

@@ -15,11 +15,12 @@
  */
 package com.easyagents.flow.core.parser.impl;
 
+import com.alibaba.fastjson.JSONArray;
 import com.alibaba.fastjson.JSONObject;
-import com.easyagents.flow.core.chain.Parameter;
 import com.easyagents.flow.core.node.ConfirmNode;
 import com.easyagents.flow.core.parser.BaseNodeParser;
 
+import java.util.ArrayList;
 import java.util.List;
 
 public class ConfirmNodeParser extends BaseNodeParser<ConfirmNode> {
@@ -28,12 +29,36 @@ public class ConfirmNodeParser extends BaseNodeParser<ConfirmNode> {
     public ConfirmNode doParse(JSONObject root, JSONObject data, JSONObject chainJSONObject) {
 
         ConfirmNode confirmNode = new ConfirmNode();
-        confirmNode.setMessage(data.getString("message"));
+        for (String key : data.keySet()) {
-
+            if (!ConfirmNode.SUPPORTED_CONFIGURATION_KEYS.contains(key)) {
-        List<Parameter> confirms = getParameters(data, "confirms");
+                throw new IllegalArgumentException(
-        if (confirms != null && !confirms.isEmpty()) {
+                        "用户确认节点包含无效配置字段: " + key);
-            confirmNode.setConfirms(confirms);
+            }
         }
+        Object message = data.get("message");
+        if (!(message instanceof String)) {
+            throw new IllegalArgumentException("用户确认节点提示内容必须为字符串");
+        }
+        confirmNode.setMessage((String) message);
+
+        Object multiple = data.get("multiple");
+        if (!(multiple instanceof Boolean)) {
+            throw new IllegalArgumentException("用户确认节点选择方式必须为布尔值");
+        }
+        confirmNode.setMultiple((Boolean) multiple);
+
+        Object optionsValue = data.get("options");
+        if (!(optionsValue instanceof JSONArray options)) {
+            throw new IllegalArgumentException("用户确认节点选项必须为数组");
+        }
+        List<String> confirmOptions = new ArrayList<>(options.size());
+        for (Object option : options) {
+            if (!(option instanceof String)) {
+                throw new IllegalArgumentException("用户确认节点选项内容必须为字符串");
+            }
+            confirmOptions.add((String) option);
+        }
+        confirmNode.setOptions(confirmOptions);
 
         return confirmNode;
     }

easy-agents-flow/src/main/java/com/easyagents/flow/core/parser/impl/KnowledgeNodeParser.java

@@ -16,15 +16,41 @@
 package com.easyagents.flow.core.parser.impl;
 
 import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson.JSONArray;
 import com.easyagents.flow.core.node.KnowledgeNode;
 import com.easyagents.flow.core.parser.BaseNodeParser;
 
+import java.util.ArrayList;
+
 public class KnowledgeNodeParser extends BaseNodeParser<KnowledgeNode> {
 
     @Override
     public KnowledgeNode doParse(JSONObject root, JSONObject data, JSONObject chainJSONObject) {
         KnowledgeNode knowledgeNode = new KnowledgeNode();
-        knowledgeNode.setKnowledgeId(data.get("knowledgeId"));
+        if (data.containsKey("knowledgeIds")) {
+            Object rawIds = data.get("knowledgeIds");
+            if (!(rawIds instanceof JSONArray)) {
+                throw new IllegalArgumentException("knowledgeIds 必须为数组");
+            }
+            JSONArray ids = (JSONArray) rawIds;
+            if (ids.isEmpty()) {
+                throw new IllegalArgumentException("knowledgeIds 不能为空");
+            }
+            java.util.LinkedHashSet<String> normalized =
+                    new java.util.LinkedHashSet<>();
+            for (Object id : ids) {
+                String value = id == null ? null : String.valueOf(id).trim();
+                if (!com.easyagents.flow.core.util.StringUtil.hasText(value)) {
+                    throw new IllegalArgumentException("knowledgeIds 不能包含空值");
+                }
+                if (!normalized.add(value)) {
+                    throw new IllegalArgumentException("knowledgeIds 不能包含重复值");
+                }
+            }
+            knowledgeNode.setKnowledgeIds(new ArrayList<>(normalized));
+        } else {
+            knowledgeNode.setKnowledgeId(data.get("knowledgeId"));
+        }
         knowledgeNode.setLimit(data.getString("limit"));
         knowledgeNode.setKeyword(data.getString("keyword"));
         knowledgeNode.setRetrievalMode(data.getString("retrievalMode"));

easy-agents-flow/src/test/java/com/easyagents/flow/core/test/ChainExecutorConcurrencyTest.java

@@ -15,10 +15,15 @@
  */
 package com.easyagents.flow.core.test;
 
+import com.alibaba.fastjson.JSONArray;
+import com.alibaba.fastjson.JSONObject;
 import com.easyagents.flow.core.chain.Chain;
 import com.easyagents.flow.core.chain.ChainDefinition;
 import com.easyagents.flow.core.chain.ChainStatus;
+import com.easyagents.flow.core.chain.DataType;
 import com.easyagents.flow.core.chain.Edge;
+import com.easyagents.flow.core.chain.Parameter;
+import com.easyagents.flow.core.chain.RefType;
 import com.easyagents.flow.core.chain.ChainState;
 import com.easyagents.flow.core.chain.event.ChainEndEvent;
 import com.easyagents.flow.core.chain.repository.ChainDefinitionSnapshotRepository;
@@ -35,6 +40,7 @@ import com.easyagents.flow.core.node.EndNode;
 import com.easyagents.flow.core.node.BaseNode;
 import com.easyagents.flow.core.node.ConfirmNode;
 import com.easyagents.flow.core.node.StartNode;
+import com.easyagents.flow.core.parser.ChainParser;
 import org.junit.Assert;
 import org.junit.Test;
 
@@ -61,6 +67,127 @@ import java.util.concurrent.atomic.AtomicReference;
  */
 public class ChainExecutorConcurrencyTest {
 
+    /**
+     * 验证启动变量不能伪造确认节点的恢复参数并绕过人工确认。
+     */
+    @Test
+    public void shouldSuspendConfirmNodeDespitePrefilledStartVariable()
+            throws Exception {
+        ScheduledExecutorService schedulerPool =
+                Executors.newSingleThreadScheduledExecutor();
+        ExecutorService workerPool = Executors.newFixedThreadPool(2);
+        TriggerScheduler triggerScheduler = new TriggerScheduler(
+                new InMemoryTriggerStore(), schedulerPool, workerPool, 10L);
+        ChainDefinition definition = createConfirmDefinition();
+        InMemoryChainStateRepository stateRepository =
+                new InMemoryChainStateRepository();
+        ChainExecutor executor = new ChainExecutor(
+                ignored -> definition,
+                stateRepository,
+                new InMemoryNodeStateRepository(),
+                triggerScheduler);
+
+        try {
+            String instanceId = executor.executeAsync(
+                    definition.getId(),
+                    Map.of("selection__confirm", "未配置值"));
+
+            ChainState state = awaitStatus(
+                    stateRepository, instanceId, ChainStatus.SUSPEND);
+            Assert.assertFalse(
+                    state.getMemory().containsKey("selection__confirm"));
+            Assert.assertEquals(
+                    "selection__confirm",
+                    state.getSuspendForParameters().get(0).getName());
+        } finally {
+            triggerScheduler.shutdown();
+        }
+    }
+
+    /**
+     * 验证设计器最终契约可解析、挂起、恢复，并把用户选择按配置名称交给结束节点。
+     */
+    @Test
+    public void shouldFlowConfiguredConfirmOutputToEndNode()
+            throws Exception {
+        ScheduledExecutorService schedulerPool =
+                Executors.newSingleThreadScheduledExecutor();
+        ExecutorService workerPool = Executors.newFixedThreadPool(2);
+        TriggerScheduler triggerScheduler = new TriggerScheduler(
+                new InMemoryTriggerStore(), schedulerPool, workerPool, 10L);
+        ChainDefinition definition = createParsedConfirmDefinition();
+        InMemoryChainStateRepository stateRepository =
+                new InMemoryChainStateRepository();
+        ChainExecutor executor = new ChainExecutor(
+                ignored -> definition,
+                stateRepository,
+                new InMemoryNodeStateRepository(),
+                triggerScheduler);
+
+        try {
+            String instanceId = executor.executeAsync(
+                    definition.getId(), Collections.emptyMap());
+            ChainState suspended = awaitStatus(
+                    stateRepository, instanceId, ChainStatus.SUSPEND);
+
+            Assert.assertEquals(
+                    "selection__confirm",
+                    suspended.getSuspendForParameters().get(0).getName());
+            Assert.assertTrue(executor.resumeAsyncIfSuspended(
+                    instanceId,
+                    Map.of("selection__confirm", "继续")));
+
+            ChainState completed = awaitStatus(
+                    stateRepository, instanceId, ChainStatus.SUCCEEDED);
+            Assert.assertEquals("继续", completed.getExecuteResult().get("result"));
+        } finally {
+            triggerScheduler.shutdown();
+        }
+    }
+
+    /**
+     * 验证多选确认结果以字符串数组形式流转到结束节点。
+     */
+    @Test
+    public void shouldFlowMultipleConfirmOutputToEndNode()
+            throws Exception {
+        ScheduledExecutorService schedulerPool =
+                Executors.newSingleThreadScheduledExecutor();
+        ExecutorService workerPool = Executors.newFixedThreadPool(2);
+        TriggerScheduler triggerScheduler = new TriggerScheduler(
+                new InMemoryTriggerStore(), schedulerPool, workerPool, 10L);
+        ChainDefinition definition = createParsedConfirmDefinition(true);
+        InMemoryChainStateRepository stateRepository =
+                new InMemoryChainStateRepository();
+        ChainExecutor executor = new ChainExecutor(
+                ignored -> definition,
+                stateRepository,
+                new InMemoryNodeStateRepository(),
+                triggerScheduler);
+
+        try {
+            String instanceId = executor.executeAsync(
+                    definition.getId(), Collections.emptyMap());
+            ChainState suspended = awaitStatus(
+                    stateRepository, instanceId, ChainStatus.SUSPEND);
+
+            Assert.assertEquals(
+                    DataType.Array_String,
+                    suspended.getSuspendForParameters().get(0).getDataType());
+            List<String> selection = List.of("继续", "停止");
+            Assert.assertTrue(executor.resumeAsyncIfSuspended(
+                    instanceId,
+                    Map.of("selection__confirm", selection)));
+
+            ChainState completed = awaitStatus(
+                    stateRepository, instanceId, ChainStatus.SUCCEEDED);
+            Assert.assertEquals(
+                    selection, completed.getExecuteResult().get("result"));
+        } finally {
+            triggerScheduler.shutdown();
+        }
+    }
+
     /**
      * 验证同步 Tool 入口遇到人工挂起会快速失败，不会无限占用调用线程。
      *
@@ -563,6 +690,12 @@ public class ChainExecutorConcurrencyTest {
         start.setId("start");
         ConfirmNode confirm = new ConfirmNode();
         confirm.setId("confirm");
+        confirm.setMessage("请选择是否继续");
+        confirm.setOptions(List.of("继续", "停止"));
+        confirm.setOutputDefs(Collections.singletonList(
+                new Parameter(
+                        ConfirmNode.DEFAULT_OUTPUT_NAME,
+                        DataType.String)));
         EndNode end = new EndNode();
         end.setId("end");
         Edge first = new Edge();
@@ -581,6 +714,91 @@ public class ChainExecutorConcurrencyTest {
         return definition;
     }
 
+    private ChainDefinition createParsedConfirmDefinition() {
+        return createParsedConfirmDefinition(false);
+    }
+
+    private ChainDefinition createParsedConfirmDefinition(boolean multiple) {
+        JSONArray nodes = new JSONArray();
+        nodes.add(nodeJson("start", "startNode", new JSONObject()));
+
+        JSONObject confirmData = new JSONObject();
+        confirmData.put("message", "请选择是否继续");
+        confirmData.put("multiple", multiple);
+        confirmData.put("options", new JSONArray(List.of("继续", "停止")));
+        String outputType = multiple ? "Array<String>" : "String";
+        confirmData.put("outputDefs", new JSONArray(List.of(
+                parameterJson("templateType", outputType, null))));
+        nodes.add(nodeJson("confirm", "confirmNode", confirmData));
+
+        JSONObject endData = new JSONObject();
+        endData.put("outputDefs", new JSONArray(List.of(
+                parameterJson(
+                        "result", outputType, "confirm.templateType"))));
+        nodes.add(nodeJson("end", "endNode", endData));
+
+        JSONArray edges = new JSONArray();
+        edges.add(edgeJson("start-to-confirm", "start", "confirm"));
+        edges.add(edgeJson("confirm-to-end", "confirm", "end"));
+        JSONObject flow = new JSONObject();
+        flow.put("nodes", nodes);
+        flow.put("edges", edges);
+
+        ChainDefinition definition = ChainParser.builder()
+                .withDefaultParsers(true)
+                .build()
+                .parse(flow.toJSONString());
+        definition.setId("confirm-output-flow-test");
+        return definition;
+    }
+
+    private JSONObject nodeJson(
+            String id, String type, JSONObject data) {
+        JSONObject node = new JSONObject();
+        node.put("id", id);
+        node.put("type", type);
+        node.put("data", data);
+        return node;
+    }
+
+    private JSONObject edgeJson(
+            String id, String source, String target) {
+        JSONObject edge = new JSONObject();
+        edge.put("id", id);
+        edge.put("source", source);
+        edge.put("target", target);
+        return edge;
+    }
+
+    private JSONObject parameterJson(
+            String name, String dataType, String ref) {
+        JSONObject parameter = new JSONObject();
+        parameter.put("name", name);
+        parameter.put("dataType", dataType);
+        if (ref != null) {
+            parameter.put("ref", ref);
+            parameter.put("refType", RefType.REF.toString());
+        }
+        return parameter;
+    }
+
+    private ChainState awaitStatus(
+            InMemoryChainStateRepository repository,
+            String instanceId,
+            ChainStatus expected) throws InterruptedException {
+        long deadline = System.nanoTime() + TimeUnit.SECONDS.toNanos(3);
+        ChainState state;
+        do {
+            state = repository.load(instanceId);
+            if (state != null && state.getStatus() == expected) {
+                return state;
+            }
+            Thread.sleep(10L);
+        } while (System.nanoTime() < deadline);
+        Assert.fail("workflow did not reach status " + expected);
+        return state;
+    }
+
     /**
      * 创建用于取消传播验证的工作流。
      *

easy-agents-flow/src/test/java/com/easyagents/flow/core/test/ChainResumeGuardTest.java

@@ -2,15 +2,29 @@ package com.easyagents.flow.core.test;
 
 import com.easyagents.flow.core.chain.Chain;
 import com.easyagents.flow.core.chain.ChainDefinition;
+import com.easyagents.flow.core.chain.ChainResumeException;
+import com.easyagents.flow.core.chain.ChainState;
 import com.easyagents.flow.core.chain.ChainStatus;
 import com.easyagents.flow.core.chain.EventManager;
+import com.easyagents.flow.core.chain.Parameter;
+import com.easyagents.flow.core.chain.ParameterOption;
+import com.easyagents.flow.core.chain.repository.ChainStateField;
 import com.easyagents.flow.core.chain.repository.InMemoryChainStateRepository;
 import com.easyagents.flow.core.chain.repository.InMemoryNodeStateRepository;
 import org.junit.Assert;
 import org.junit.Test;
 
+import java.util.Arrays;
 import java.util.Collections;
+import java.util.EnumSet;
+import java.util.List;
 import java.util.Map;
+import java.util.concurrent.CountDownLatch;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.Future;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.AtomicInteger;
 
 /**
  * {@link Chain} 暂停恢复状态守卫测试。
@@ -72,6 +86,167 @@ public class ChainResumeGuardTest {
                         .containsKey("unexpected"));
     }
 
+    /**
+     * 验证确认选项只能按挂起时声明的字段和值恢复。
+     */
+    @Test
+    public void shouldValidateDeclaredResumeOptionsBeforeStateTransition() {
+        InMemoryChainStateRepository stateRepository =
+                new InMemoryChainStateRepository();
+        Chain chain = createChain(stateRepository, "resume-options");
+        Parameter single = optionParameter(
+                "templateType__confirm", "会议类型", "radio");
+        Parameter multiple = optionParameter(
+                "participants__confirm", "参会人员", "checkbox");
+        chain.getExecutionState().setSuspendForParameters(
+                Arrays.asList(single, multiple));
+        chain.suspend();
+
+        ChainResumeException invalidOption = assertRejected(
+                chain,
+                Map.of(
+                        "templateType__confirm", "UNKNOWN",
+                        "participants__confirm", List.of("REVIEW")));
+        ChainResumeException extraField = assertRejected(
+                chain,
+                Map.of(
+                        "templateType__confirm", "AGENDA",
+                        "participants__confirm", List.of("REVIEW", "REVIEW")));
+        assertRejected(
+                chain,
+                Map.of(
+                        "templateType__confirm", "AGENDA",
+                        "participants__confirm", List.of("REVIEW"),
+                        "extra", "value"));
+        Assert.assertFalse(invalidOption.getMessage().contains("UNKNOWN"));
+        Assert.assertFalse(extraField.getMessage().contains("extra"));
+
+        Assert.assertEquals(
+                ChainStatus.SUSPEND,
+                stateRepository.load("resume-options").getStatus());
+        Assert.assertTrue(
+                stateRepository.load("resume-options").getMemory().isEmpty());
+
+        boolean resumed = chain.resumeIfSuspended(Map.of(
+                "templateType__confirm", "AGENDA",
+                "participants__confirm", List.of("REVIEW", "BRIEFING")));
+
+        Assert.assertTrue(resumed);
+        Assert.assertEquals(
+                "AGENDA",
+                stateRepository.load("resume-options")
+                        .getMemory()
+                        .get("templateType__confirm"));
+        Assert.assertEquals(
+                List.of("REVIEW", "BRIEFING"),
+                stateRepository.load("resume-options")
+                        .getMemory()
+                        .get("participants__confirm"));
+    }
+
+    /**
+     * 验证并发恢复同一暂停实例时，只有一个请求可以完成状态转换。
+     */
+    @Test
+    public void shouldAllowOnlyOneConcurrentResume() throws Exception {
+        InMemoryChainStateRepository stateRepository =
+                new InMemoryChainStateRepository();
+        Chain first = createChain(stateRepository, "resume-concurrent");
+        Chain second = createChain(stateRepository, "resume-concurrent");
+        Parameter parameter = optionParameter(
+                "templateType__confirm", "会议类型", "radio");
+        first.getExecutionState().setSuspendForParameters(
+                List.of(parameter));
+        first.suspend();
+
+        CountDownLatch ready = new CountDownLatch(2);
+        CountDownLatch start = new CountDownLatch(1);
+        ExecutorService executor = Executors.newFixedThreadPool(2);
+        try {
+            Future<Boolean> firstResult = executor.submit(() -> {
+                ready.countDown();
+                start.await();
+                return first.resumeIfSuspended(
+                        Map.of("templateType__confirm", "AGENDA"));
+            });
+            Future<Boolean> secondResult = executor.submit(() -> {
+                ready.countDown();
+                start.await();
+                return second.resumeIfSuspended(
+                        Map.of("templateType__confirm", "REVIEW"));
+            });
+
+            Assert.assertTrue(ready.await(5, TimeUnit.SECONDS));
+            start.countDown();
+            int resumedCount = (firstResult.get(5, TimeUnit.SECONDS) ? 1 : 0)
+                    + (secondResult.get(5, TimeUnit.SECONDS) ? 1 : 0);
+
+            Assert.assertEquals(1, resumedCount);
+            Assert.assertEquals(
+                    ChainStatus.RUNNING,
+                    stateRepository.load("resume-concurrent").getStatus());
+            Object selected = stateRepository.load("resume-concurrent")
+                    .getMemory()
+                    .get("templateType__confirm");
+            Assert.assertTrue(
+                    "AGENDA".equals(selected) || "REVIEW".equals(selected));
+        } finally {
+            executor.shutdownNow();
+        }
+    }
+
+    /**
+     * 验证恢复变量、状态和暂停上下文通过一次原子更新完成。
+     */
+    @Test
+    public void shouldCommitResumeTransitionInSingleStateUpdate() {
+        CountingChainStateRepository stateRepository =
+                new CountingChainStateRepository();
+        Chain chain = createChain(stateRepository, "resume-single-update");
+        chain.getExecutionState().setSuspendForParameters(List.of(
+                optionParameter("templateType__confirm", "会议类型", "radio")));
+        chain.suspend();
+        stateRepository.resetUpdateCount();
+
+        boolean resumed = chain.resumeIfSuspended(
+                Map.of("templateType__confirm", "AGENDA"));
+
+        ChainState state = stateRepository.load("resume-single-update");
+        Assert.assertTrue(resumed);
+        Assert.assertEquals(1, stateRepository.getUpdateCount());
+        Assert.assertEquals(ChainStatus.RUNNING, state.getStatus());
+        Assert.assertNull(state.getSuspendNodeIds());
+        Assert.assertNull(state.getSuspendForParameters());
+        Assert.assertEquals("AGENDA", state.getMemory().get(
+                "templateType__confirm"));
+    }
+
+    private ChainResumeException assertRejected(
+            Chain chain, Map<String, Object> variables) {
+        try {
+            chain.resumeIfSuspended(variables);
+            Assert.fail("invalid resume variables must be rejected");
+            return null;
+        } catch (ChainResumeException expected) {
+            Assert.assertNotNull(expected.getMessage());
+            return expected;
+        }
+    }
+
+    private Parameter optionParameter(
+            String name, String label, String formType) {
+        Parameter parameter = new Parameter();
+        parameter.setName(name);
+        parameter.setFormLabel(label);
+        parameter.setFormType(formType);
+        parameter.setRequired(true);
+        parameter.setOptions(List.of(
+                new ParameterOption("第一议题", "AGENDA"),
+                new ParameterOption("审议类", "REVIEW"),
+                new ParameterOption("听取类", "BRIEFING")));
+        return parameter;
+    }
+
     /**
      * 创建使用进程内状态仓储的最小工作流。
      *
@@ -93,4 +268,25 @@ public class ChainResumeGuardTest {
         chain.setEventManager(new EventManager());
         return chain;
     }
+
+    private static class CountingChainStateRepository
+            extends InMemoryChainStateRepository {
+        private final AtomicInteger updateCount = new AtomicInteger();
+
+        @Override
+        public boolean tryUpdate(
+                ChainState chainState,
+                EnumSet<ChainStateField> fields) {
+            updateCount.incrementAndGet();
+            return super.tryUpdate(chainState, fields);
+        }
+
+        private int getUpdateCount() {
+            return updateCount.get();
+        }
+
+        private void resetUpdateCount() {
+            updateCount.set(0);
+        }
+    }
 }

easy-agents-flow/src/test/java/com/easyagents/flow/core/test/ConfirmNodeTest.java

@@ -0,0 +1,235 @@
+/**
+ * Copyright (c) 2025-2026, Michael Yang 杨福海 (fuhai999@gmail.com).
+ * <p>
+ * Licensed under the GNU Lesser General Public License (LGPL) ,Version 3.0.
+ */
+package com.easyagents.flow.core.test;
+
+import com.alibaba.fastjson.JSONArray;
+import com.alibaba.fastjson.JSONObject;
+import com.easyagents.flow.core.chain.Chain;
+import com.easyagents.flow.core.chain.ChainDefinition;
+import com.easyagents.flow.core.chain.ChainSuspendException;
+import com.easyagents.flow.core.chain.DataType;
+import com.easyagents.flow.core.chain.EventManager;
+import com.easyagents.flow.core.chain.Parameter;
+import com.easyagents.flow.core.chain.repository.InMemoryChainStateRepository;
+import com.easyagents.flow.core.chain.repository.InMemoryNodeStateRepository;
+import com.easyagents.flow.core.chain.runtime.Trigger;
+import com.easyagents.flow.core.chain.runtime.TriggerContext;
+import com.easyagents.flow.core.chain.runtime.TriggerType;
+import com.easyagents.flow.core.node.ConfirmNode;
+import com.easyagents.flow.core.parser.impl.ConfirmNodeParser;
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.util.Collections;
+import java.util.List;
+import java.util.Map;
+
+/**
+ * 用户确认节点选择与输出契约测试。
+ */
+public class ConfirmNodeTest {
+
+    @Test
+    public void shouldBuildSingleChoiceAndReturnSelectedContent() {
+        ConfirmNode node = parse(false);
+        node.setId("confirm-1");
+        Chain chain = createChain();
+
+        Parameter parameter = suspend(node, chain);
+        Assert.assertEquals("selection__confirm-1", parameter.getName());
+        Assert.assertEquals("radio", parameter.getFormType());
+        Assert.assertEquals("选择内容", parameter.getFormLabel());
+        Assert.assertEquals(DataType.String, parameter.getDataType());
+        Assert.assertEquals("第一议题", parameter.getOptions().get(0).getLabel());
+        Assert.assertEquals("第一议题", parameter.getOptions().get(0).getValue());
+
+        chain.getExecutionState().getMemory().put(parameter.getName(), "审议类");
+        Map<String, Object> result = executeAsResume(node, chain);
+
+        Assert.assertEquals(Collections.singletonMap("selection", "审议类"), result);
+        Assert.assertFalse(chain.getExecutionState().getMemory()
+                .containsKey(parameter.getName()));
+    }
+
+    @Test
+    public void shouldBuildMultipleChoiceAndReturnSelectedContents() {
+        ConfirmNode node = parse(true);
+        node.setId("confirm-1");
+        Chain chain = createChain();
+
+        Parameter parameter = suspend(node, chain);
+        Assert.assertEquals("checkbox", parameter.getFormType());
+        Assert.assertEquals(DataType.Array_String, parameter.getDataType());
+
+        List<String> selected = List.of("第一议题", "听取类");
+        chain.getExecutionState().getMemory().put(parameter.getName(), selected);
+
+        Assert.assertEquals(selected, executeAsResume(node, chain).get("selection"));
+    }
+
+    @Test
+    public void shouldUseConfiguredOutputNameWithoutChangingSuspendParameter() {
+        ConfirmNode node = parse(false, "templateChoice");
+        node.setId("confirm-1");
+        Chain chain = createChain();
+
+        Parameter parameter = suspend(node, chain);
+        Assert.assertEquals("selection__confirm-1", parameter.getName());
+
+        chain.getExecutionState().getMemory().put(
+                parameter.getName(), "第一议题");
+        Assert.assertEquals(
+                Collections.singletonMap("templateChoice", "第一议题"),
+                executeAsResume(node, chain));
+    }
+
+    @Test
+    public void shouldIgnorePrefilledValueWithoutResumeTrigger() {
+        ConfirmNode node = parse(false);
+        node.setId("confirm-1");
+        Chain chain = createChain();
+        chain.getExecutionState().getMemory().put(
+                "selection__confirm-1", "未配置值");
+
+        Parameter parameter = suspend(node, chain);
+
+        Assert.assertEquals("selection__confirm-1", parameter.getName());
+        Assert.assertFalse(chain.getExecutionState().getMemory()
+                .containsKey(parameter.getName()));
+    }
+
+    @Test
+    public void shouldRejectDuplicateNormalizedOptionContents() {
+        ConfirmNode node = parse(false);
+        node.setOptions(List.of("审议类", " 审议类 "));
+
+        try {
+            node.validateConfiguration();
+            Assert.fail("duplicate option contents must be rejected");
+        } catch (IllegalArgumentException expected) {
+            Assert.assertTrue(expected.getMessage().contains("选项内容重复"));
+        }
+    }
+
+    @Test
+    public void shouldRejectNonStringOptionDuringParsing() {
+        JSONObject data = data(false);
+        data.getJSONArray("options").add(1);
+
+        try {
+            new ConfirmNodeParser().doParse(
+                    new JSONObject(), data, new JSONObject());
+            Assert.fail("non-string option must be rejected");
+        } catch (IllegalArgumentException expected) {
+            Assert.assertTrue(expected.getMessage().contains("必须为字符串"));
+        }
+    }
+
+    @Test
+    public void shouldRejectStringEncodedOptionsDuringParsing() {
+        JSONObject data = data(false);
+        data.put("options", "[\"第一议题\"]");
+
+        try {
+            new ConfirmNodeParser().doParse(
+                    new JSONObject(), data, new JSONObject());
+            Assert.fail("string encoded options must be rejected");
+        } catch (IllegalArgumentException expected) {
+            Assert.assertTrue(expected.getMessage().contains("必须为数组"));
+        }
+    }
+
+    @Test
+    public void shouldRejectImplicitModeConversionDuringParsing() {
+        JSONObject data = data(false);
+        data.put("multiple", "false");
+
+        try {
+            new ConfirmNodeParser().doParse(
+                    new JSONObject(), data, new JSONObject());
+            Assert.fail("non-boolean mode must be rejected");
+        } catch (IllegalArgumentException expected) {
+            Assert.assertTrue(expected.getMessage().contains("必须为布尔值"));
+        }
+    }
+
+    @Test
+    public void shouldRejectUnknownConfigurationFieldDuringParsing() {
+        JSONObject data = data(false);
+        data.put("async", true);
+
+        try {
+            new ConfirmNodeParser().doParse(
+                    new JSONObject(), data, new JSONObject());
+            Assert.fail("unknown confirm configuration must be rejected");
+        } catch (IllegalArgumentException expected) {
+            Assert.assertTrue(expected.getMessage().contains("无效配置字段"));
+        }
+    }
+
+    private static ConfirmNode parse(boolean multiple) {
+        return parse(multiple, ConfirmNode.DEFAULT_OUTPUT_NAME);
+    }
+
+    private static ConfirmNode parse(boolean multiple, String outputName) {
+        ConfirmNode node = new ConfirmNodeParser().doParse(
+                new JSONObject(), data(multiple), new JSONObject());
+        Parameter output = new Parameter();
+        output.setName(outputName);
+        output.setDataType(multiple
+                ? DataType.Array_String
+                : DataType.String);
+        node.setOutputDefs(Collections.singletonList(output));
+        node.validateConfiguration();
+        return node;
+    }
+
+    private static JSONObject data(boolean multiple) {
+        JSONObject data = new JSONObject();
+        data.put("message", "请选择会议纪要模板");
+        data.put("multiple", multiple);
+        JSONArray options = new JSONArray();
+        options.addAll(List.of("第一议题", "审议类", "听取类"));
+        data.put("options", options);
+        return data;
+    }
+
+    private static Parameter suspend(ConfirmNode node, Chain chain) {
+        try {
+            node.execute(chain);
+            throw new AssertionError("confirm node must suspend");
+        } catch (ChainSuspendException expected) {
+            Assert.assertEquals(1, expected.getSuspendParameters().size());
+            return expected.getSuspendParameters().get(0);
+        }
+    }
+
+    private static Map<String, Object> executeAsResume(
+            ConfirmNode node, Chain chain) {
+        Trigger trigger = new Trigger();
+        trigger.setType(TriggerType.RESUME);
+        trigger.setStateInstanceId(chain.getStateInstanceId());
+        trigger.setNodeId(node.getId());
+        TriggerContext.setCurrentTrigger(trigger);
+        try {
+            return node.execute(chain);
+        } finally {
+            TriggerContext.clearCurrentTrigger();
+        }
+    }
+
+    private static Chain createChain() {
+        ChainDefinition definition = new ChainDefinition();
+        definition.setId("confirm-node-test");
+        definition.setNodes(Collections.emptyList());
+        definition.setEdges(Collections.emptyList());
+        Chain chain = new Chain(definition, "confirm-node-instance");
+        chain.setChainStateRepository(new InMemoryChainStateRepository());
+        chain.setNodeStateRepository(new InMemoryNodeStateRepository());
+        chain.setEventManager(new EventManager());
+        return chain;
+    }
+}

easy-agents-flow/src/test/java/com/easyagents/flow/core/test/KnowledgeNodeTest.java

@@ -0,0 +1,217 @@
+/**
+ * Copyright (c) 2025-2026, Michael Yang 杨福海 (fuhai999@gmail.com).
+ * <p>
+ * Licensed under the GNU Lesser General Public License (LGPL) ,Version 3.0.
+ */
+package com.easyagents.flow.core.test;
+
+import com.alibaba.fastjson.JSONArray;
+import com.alibaba.fastjson.JSONObject;
+import com.easyagents.flow.core.chain.Chain;
+import com.easyagents.flow.core.chain.ChainDefinition;
+import com.easyagents.flow.core.chain.ChainState;
+import com.easyagents.flow.core.knowledge.Knowledge;
+import com.easyagents.flow.core.knowledge.KnowledgeManager;
+import com.easyagents.flow.core.knowledge.KnowledgeProvider;
+import com.easyagents.flow.core.knowledge.KnowledgeSearchRequest;
+import com.easyagents.flow.core.node.KnowledgeNode;
+import com.easyagents.flow.core.parser.impl.KnowledgeNodeParser;
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.atomic.AtomicInteger;
+
+/**
+ * 知识库节点多来源契约测试。
+ */
+public class KnowledgeNodeTest {
+
+    @Test
+    public void shouldParseLegacyKnowledgeId() {
+        JSONObject data = baseData();
+        data.put("knowledgeId", "101");
+
+        KnowledgeNode node = parse(data);
+
+        Assert.assertEquals(List.of("101"), node.getKnowledgeIds());
+    }
+
+    @Test
+    public void shouldPreferKnowledgeIdsAndKeepOrder() {
+        JSONObject data = baseData();
+        data.put("knowledgeId", "legacy");
+        JSONArray ids = new JSONArray();
+        ids.addAll(List.of("201", "202"));
+        data.put("knowledgeIds", ids);
+
+        KnowledgeNode node = parse(data);
+
+        Assert.assertEquals(List.of("201", "202"), node.getKnowledgeIds());
+    }
+
+    @Test
+    public void shouldNormalizeKnowledgeIdsBeforeStoringThem() {
+        JSONObject data = baseData();
+        JSONArray ids = new JSONArray();
+        ids.addAll(List.of(" 201 ", "202"));
+        data.put("knowledgeIds", ids);
+
+        KnowledgeNode node = parse(data);
+
+        Assert.assertEquals(List.of("201", "202"), node.getKnowledgeIds());
+    }
+
+    @Test
+    public void shouldRejectInvalidKnowledgeIds() {
+        JSONObject data = baseData();
+        data.put("knowledgeIds", "[201,202]");
+        assertParseFailure(data, "必须为数组");
+
+        JSONArray duplicateIds = new JSONArray();
+        duplicateIds.addAll(List.of("201", "201"));
+        data.put("knowledgeIds", duplicateIds);
+        assertParseFailure(data, "重复值");
+    }
+
+    @Test
+    public void defaultProviderShouldKeepSingleKnowledgeCompatibility() {
+        KnowledgeProvider provider = id ->
+                (keyword, limit, node, chain) -> List.of(Map.of(
+                        "knowledgeId", id,
+                        "content", keyword));
+        KnowledgeNode node = new KnowledgeNode();
+        node.setKnowledgeId("301");
+
+        Map<String, Object> output = provider.search(
+                new KnowledgeSearchRequest(
+                        node.getKnowledgeIds(),
+                        "问题",
+                        3,
+                        "HYBRID",
+                        node,
+                        null));
+
+        Assert.assertNotNull(output);
+        Assert.assertEquals(1, ((List<?>) output.get("documents")).size());
+    }
+
+    @Test
+    public void defaultProviderShouldDeclineMultiKnowledgeRequest() {
+        KnowledgeProvider provider = id -> null;
+        KnowledgeNode node = new KnowledgeNode();
+        node.setKnowledgeIds(List.of("401", "402"));
+
+        Assert.assertNull(provider.search(new KnowledgeSearchRequest(
+                node.getKnowledgeIds(),
+                "问题",
+                3,
+                "VECTOR",
+                node,
+                null)));
+    }
+
+    @Test
+    public void shouldResolveVariableLimitAndDefaultBlankValueAtRuntime() {
+        Assert.assertEquals(7, executeAndCaptureLimit("{{start.limit}}", "7"));
+        Assert.assertEquals(10, executeAndCaptureLimit("{{start.limit}}", "   "));
+        Assert.assertEquals(10, executeAndCaptureLimit("{{start.limit ?? }}", null));
+    }
+
+    @Test
+    public void shouldRejectInvalidResolvedVariableLimitAtRuntime() {
+        assertRuntimeLimitFailure("abc");
+        assertRuntimeLimitFailure("0");
+        assertRuntimeLimitFailure("-2");
+    }
+
+    private static KnowledgeNode parse(JSONObject data) {
+        return new KnowledgeNodeParser().doParse(
+                new JSONObject(), data, new JSONObject());
+    }
+
+    private static JSONObject baseData() {
+        JSONObject data = new JSONObject();
+        data.put("keyword", "问题");
+        data.put("limit", "5");
+        data.put("retrievalMode", "VECTOR");
+        return data;
+    }
+
+    private static void assertParseFailure(
+            JSONObject data, String expectedMessage) {
+        try {
+            parse(data);
+            Assert.fail("invalid knowledgeIds must be rejected");
+        } catch (IllegalArgumentException expected) {
+            Assert.assertTrue(expected.getMessage().contains(expectedMessage));
+        }
+    }
+
+    private static int executeAndCaptureLimit(
+            String limitTemplate,
+            String runtimeValue) {
+        AtomicInteger capturedLimit = new AtomicInteger(-1);
+        KnowledgeProvider provider = new KnowledgeProvider() {
+            @Override
+            public Knowledge getKnowledge(Object id) {
+                return null;
+            }
+
+            @Override
+            public Map<String, Object> search(KnowledgeSearchRequest request) {
+                capturedLimit.set(request.getLimit());
+                return Map.of("documents", List.of());
+            }
+        };
+        KnowledgeManager.getInstance().registerProvider(provider);
+        try {
+            KnowledgeNode node = runtimeNode(limitTemplate);
+            ChainState state = new ChainState();
+            if (runtimeValue != null) {
+                state.getMemory().put("start.limit", runtimeValue);
+            }
+            node.execute(new FixedStateChain(state));
+            return capturedLimit.get();
+        } finally {
+            KnowledgeManager.getInstance().removeProvider(provider);
+        }
+    }
+
+    private static void assertRuntimeLimitFailure(String runtimeValue) {
+        KnowledgeNode node = runtimeNode("{{start.limit}}");
+        ChainState state = new ChainState();
+        state.getMemory().put("start.limit", runtimeValue);
+
+        IllegalArgumentException exception = Assert.assertThrows(
+                IllegalArgumentException.class,
+                () -> node.execute(new FixedStateChain(state)));
+
+        Assert.assertTrue(exception.getMessage().contains("必须为正整数"));
+    }
+
+    private static KnowledgeNode runtimeNode(String limitTemplate) {
+        KnowledgeNode node = new KnowledgeNode();
+        node.setKnowledgeIds(List.of("501", "502"));
+        node.setKeyword("问题");
+        node.setLimit(limitTemplate);
+        node.setRetrievalMode("VECTOR");
+        return node;
+    }
+
+    private static final class FixedStateChain extends Chain {
+
+        private final ChainState state;
+
+        private FixedStateChain(ChainState state) {
+            super(new ChainDefinition(), "knowledge-node-limit-test");
+            this.state = state;
+        }
+
+        @Override
+        public ChainState getExecutionState() {
+            return state;
+        }
+    }
+}

easy-agents-flow/src/test/java/com/easyagents/flow/core/test/NodeJoinModeTest.java

@@ -0,0 +1,407 @@
+package com.easyagents.flow.core.test;
+
+import com.alibaba.fastjson.JSONObject;
+import com.easyagents.flow.core.chain.Chain;
+import com.easyagents.flow.core.chain.ChainDefinition;
+import com.easyagents.flow.core.chain.ChainState;
+import com.easyagents.flow.core.chain.ChainStatus;
+import com.easyagents.flow.core.chain.Edge;
+import com.easyagents.flow.core.chain.Node;
+import com.easyagents.flow.core.chain.NodeCondition;
+import com.easyagents.flow.core.chain.NodeJoinMode;
+import com.easyagents.flow.core.chain.NodeState;
+import com.easyagents.flow.core.chain.Parameter;
+import com.easyagents.flow.core.chain.RefType;
+import com.easyagents.flow.core.chain.repository.InMemoryChainStateRepository;
+import com.easyagents.flow.core.chain.repository.InMemoryNodeStateRepository;
+import com.easyagents.flow.core.chain.runtime.ChainExecutor;
+import com.easyagents.flow.core.chain.runtime.InMemoryTriggerStore;
+import com.easyagents.flow.core.chain.runtime.TriggerScheduler;
+import com.easyagents.flow.core.node.BaseNode;
+import com.easyagents.flow.core.node.EndNode;
+import com.easyagents.flow.core.node.StartNode;
+import com.easyagents.flow.core.parser.ChainParser;
+import com.easyagents.flow.core.parser.impl.EndNodeParser;
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.concurrent.CountDownLatch;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.ScheduledExecutorService;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.AtomicInteger;
+import java.util.function.BooleanSupplier;
+
+/**
+ * 验证普通节点的直接入边汇聚模式。
+ */
+public class NodeJoinModeTest {
+
+    @Test
+    public void shouldParseJoinModeAndRejectInvalidValues() {
+        ChainParser parser = ChainParser.builder()
+                .withDefaultParsers(true)
+                .build();
+
+        Assert.assertEquals(
+                NodeJoinMode.ANY,
+                parseEndNode(parser, null, null).getJoinMode());
+        Assert.assertEquals(
+                NodeJoinMode.ALL,
+                parseEndNode(parser, "all", null).getJoinMode());
+        Assert.assertEquals(
+                NodeJoinMode.ANY,
+                parseEndNode(parser, "ANY", null).getJoinMode());
+
+        assertInvalidJoinMode(() -> parseEndNode(parser, "first", null));
+        assertInvalidJoinMode(() -> parseEndNode(parser, "", null));
+        assertInvalidJoinMode(() -> parseEndNode(parser, "all", "loop"));
+
+        ProbeJoinNode node = new ProbeJoinNode(new AtomicInteger());
+        node.setJoinMode(NodeJoinMode.ALL);
+        assertInvalidJoinMode(() -> node.setParentId("loop"));
+    }
+
+    @Test
+    public void shouldWaitForEveryInboundEdgeBeforeExecutingAndCheckingCondition()
+            throws Exception {
+        JoinFixture fixture = createJoinFixture(NodeJoinMode.ALL, true);
+        String instanceId = null;
+        try {
+            instanceId = fixture.executor.executeAsync(
+                    fixture.definition.getId(), Collections.emptyMap());
+            Assert.assertTrue(fixture.branchACompleted.await(2, TimeUnit.SECONDS));
+            Assert.assertTrue(fixture.branchBStarted.await(2, TimeUnit.SECONDS));
+
+            String currentInstanceId = instanceId;
+            await(() -> hasTriggerEdge(
+                    fixture.nodeStateRepository,
+                    currentInstanceId,
+                    "join",
+                    "a-join"));
+            Assert.assertEquals(0, fixture.joinExecutions.get());
+            Assert.assertEquals(0, fixture.conditionChecks.get());
+
+            fixture.releaseBranchB.countDown();
+            ChainState finalState = awaitTerminal(
+                    fixture.chainStateRepository, instanceId);
+
+            Assert.assertEquals(1, fixture.joinExecutions.get());
+            Assert.assertEquals(1, fixture.conditionChecks.get());
+            Assert.assertEquals("A+B", finalState.getExecuteResult().get("combined"));
+            Assert.assertEquals(Boolean.TRUE, finalState.getExecuteResult().get("sawBoth"));
+        } finally {
+            fixture.releaseBranchB.countDown();
+            fixture.scheduler.shutdown();
+        }
+    }
+
+    @Test
+    public void shouldKeepAnyModeFirstArrivalBehavior() throws Exception {
+        JoinFixture fixture = createJoinFixture(NodeJoinMode.ANY, false);
+        try {
+            String instanceId = fixture.executor.executeAsync(
+                    fixture.definition.getId(), Collections.emptyMap());
+            Assert.assertTrue(fixture.branchACompleted.await(2, TimeUnit.SECONDS));
+            Assert.assertTrue(fixture.branchBStarted.await(2, TimeUnit.SECONDS));
+
+            await(() -> fixture.joinExecutions.get() > 0);
+            ChainState finalState = awaitTerminal(
+                    fixture.chainStateRepository, instanceId);
+
+            Assert.assertEquals(1, fixture.joinExecutions.get());
+            Assert.assertEquals(Boolean.FALSE, finalState.getExecuteResult().get("sawBoth"));
+        } finally {
+            fixture.releaseBranchB.countDown();
+            fixture.scheduler.shutdown();
+        }
+    }
+
+    @Test
+    public void shouldKeepDefaultAnyRetryAndLoopBehavior() throws Exception {
+        ScheduledExecutorService schedulerPool =
+                Executors.newSingleThreadScheduledExecutor();
+        ExecutorService workerPool = Executors.newFixedThreadPool(3);
+        TriggerScheduler scheduler = new TriggerScheduler(
+                new InMemoryTriggerStore(), schedulerPool, workerPool, 1000L);
+        AtomicInteger executions = new AtomicInteger();
+        ChainDefinition definition = new ChainDefinition();
+        definition.setId("join-mode-retry-loop");
+        StartNode start = new StartNode();
+        start.setId("start");
+        RetryLoopNode worker = new RetryLoopNode(executions);
+        worker.setId("worker");
+        worker.setRetryEnable(true);
+        worker.setMaxRetryCount(1);
+        worker.setRetryIntervalMs(0L);
+        worker.setLoopEnable(true);
+        worker.setMaxLoopCount(2);
+        worker.setLoopIntervalMs(0L);
+        EndNode end = endNode("worker", "count", "count");
+        definition.addNode(start);
+        definition.addNode(worker);
+        definition.addNode(end);
+        definition.addEdge(edge("start-worker", "start", "worker"));
+        definition.addEdge(edge("worker-end", "worker", "end"));
+
+        ChainExecutor executor = new ChainExecutor(
+                ignored -> definition,
+                new InMemoryChainStateRepository(),
+                new InMemoryNodeStateRepository(),
+                scheduler);
+        try {
+            Map<String, Object> result = executor.execute(
+                    definition.getId(), Collections.emptyMap(), 5L, TimeUnit.SECONDS);
+
+            Assert.assertEquals(NodeJoinMode.ANY, worker.getJoinMode());
+            Assert.assertEquals(3, executions.get());
+            Assert.assertEquals(3, result.get("count"));
+        } finally {
+            scheduler.shutdown();
+        }
+    }
+
+    private JoinFixture createJoinFixture(
+            NodeJoinMode joinMode, boolean withCondition) {
+        JoinFixture fixture = new JoinFixture();
+        fixture.schedulerPool = Executors.newScheduledThreadPool(2);
+        fixture.workerPool = Executors.newFixedThreadPool(4);
+        fixture.scheduler = new TriggerScheduler(
+                new InMemoryTriggerStore(),
+                fixture.schedulerPool,
+                fixture.workerPool,
+                1000L);
+        fixture.chainStateRepository = new InMemoryChainStateRepository();
+        fixture.nodeStateRepository = new InMemoryNodeStateRepository();
+        fixture.definition = new ChainDefinition();
+        fixture.definition.setId("join-mode-" + joinMode.getValue());
+
+        StartNode start = new StartNode();
+        start.setId("start");
+        BranchNode branchA = new BranchNode(
+                "A", fixture.branchACompleted, null, null);
+        branchA.setId("a");
+        BranchNode branchB = new BranchNode(
+                "B", null, fixture.branchBStarted, fixture.releaseBranchB);
+        branchB.setId("b");
+        ProbeJoinNode join = new ProbeJoinNode(fixture.joinExecutions);
+        join.setId("join");
+        join.setJoinMode(joinMode);
+        if (withCondition) {
+            join.setCondition(new BothOutputsCondition(fixture.conditionChecks));
+        }
+        EndNode end = endNode("join", "combined", "combined");
+        end.addOutputDef(outputRef("sawBoth", "join.sawBoth"));
+
+        fixture.definition.addNode(start);
+        fixture.definition.addNode(branchA);
+        fixture.definition.addNode(branchB);
+        fixture.definition.addNode(join);
+        fixture.definition.addNode(end);
+        fixture.definition.addEdge(edge("start-a", "start", "a"));
+        fixture.definition.addEdge(edge("start-b", "start", "b"));
+        fixture.definition.addEdge(edge("a-join", "a", "join"));
+        fixture.definition.addEdge(edge("b-join", "b", "join"));
+        fixture.definition.addEdge(edge("join-end", "join", "end"));
+
+        fixture.executor = new ChainExecutor(
+                ignored -> fixture.definition,
+                fixture.chainStateRepository,
+                fixture.nodeStateRepository,
+                fixture.scheduler);
+        return fixture;
+    }
+
+    private Node parseEndNode(
+            ChainParser parser, String joinMode, String parentId) {
+        JSONObject data = new JSONObject();
+        if (joinMode != null) {
+            data.put("joinMode", joinMode);
+        }
+        JSONObject nodeJson = new JSONObject();
+        nodeJson.put("id", "end");
+        nodeJson.put("type", "endNode");
+        nodeJson.put("parentId", parentId);
+        nodeJson.put("data", data);
+        return new EndNodeParser().parse(
+                nodeJson, new JSONObject(), parser);
+    }
+
+    private void assertInvalidJoinMode(Runnable action) {
+        try {
+            action.run();
+            Assert.fail("Expected invalid join mode");
+        } catch (IllegalArgumentException expected) {
+            Assert.assertTrue(expected.getMessage().contains("joinMode"));
+        }
+    }
+
+    private static boolean hasTriggerEdge(
+            InMemoryNodeStateRepository repository,
+            String instanceId,
+            String nodeId,
+            String edgeId) {
+        NodeState state = repository.load(instanceId, nodeId);
+        return state != null && state.getTriggerEdgeIds().contains(edgeId);
+    }
+
+    private static ChainState awaitTerminal(
+            InMemoryChainStateRepository repository,
+            String instanceId) throws Exception {
+        await(() -> {
+            ChainState state = repository.load(instanceId);
+            return state != null
+                    && state.getStatus() != null
+                    && state.getStatus().isTerminal();
+        });
+        ChainState state = repository.load(instanceId);
+        Assert.assertEquals(ChainStatus.SUCCEEDED, state.getStatus());
+        return state;
+    }
+
+    private static void await(BooleanSupplier condition) throws Exception {
+        long deadline = System.nanoTime() + TimeUnit.SECONDS.toNanos(3L);
+        while (!condition.getAsBoolean() && System.nanoTime() < deadline) {
+            Thread.sleep(10L);
+        }
+        Assert.assertTrue("condition was not met before timeout", condition.getAsBoolean());
+    }
+
+    private static EndNode endNode(
+            String sourceNodeId, String sourceName, String outputName) {
+        EndNode end = new EndNode();
+        end.setId("end");
+        end.addOutputDef(outputRef(
+                outputName, sourceNodeId + "." + sourceName));
+        return end;
+    }
+
+    private static Parameter outputRef(String name, String ref) {
+        Parameter parameter = new Parameter();
+        parameter.setName(name);
+        parameter.setRef(ref);
+        parameter.setRefType(RefType.REF);
+        return parameter;
+    }
+
+    private static Edge edge(String id, String source, String target) {
+        Edge edge = new Edge();
+        edge.setId(id);
+        edge.setSource(source);
+        edge.setTarget(target);
+        return edge;
+    }
+
+    private static final class BranchNode extends BaseNode {
+        private final String value;
+        private final CountDownLatch completed;
+        private final CountDownLatch started;
+        private final CountDownLatch release;
+
+        private BranchNode(
+                String value,
+                CountDownLatch completed,
+                CountDownLatch started,
+                CountDownLatch release) {
+            this.value = value;
+            this.completed = completed;
+            this.started = started;
+            this.release = release;
+        }
+
+        @Override
+        public Map<String, Object> execute(Chain chain) {
+            if (started != null) {
+                started.countDown();
+            }
+            if (release != null) {
+                try {
+                    if (!release.await(3L, TimeUnit.SECONDS)) {
+                        throw new IllegalStateException("branch release timed out");
+                    }
+                } catch (InterruptedException error) {
+                    Thread.currentThread().interrupt();
+                    throw new IllegalStateException("branch interrupted", error);
+                }
+            }
+            if (completed != null) {
+                completed.countDown();
+            }
+            return Collections.singletonMap("value", value);
+        }
+    }
+
+    private static final class ProbeJoinNode extends BaseNode {
+        private final AtomicInteger executions;
+
+        private ProbeJoinNode(AtomicInteger executions) {
+            this.executions = executions;
+        }
+
+        @Override
+        public Map<String, Object> execute(Chain chain) {
+            executions.incrementAndGet();
+            Object a = chain.getExecutionState().getMemory().get("a.value");
+            Object b = chain.getExecutionState().getMemory().get("b.value");
+            Map<String, Object> result = new HashMap<>();
+            result.put("combined", String.valueOf(a) + "+" + String.valueOf(b));
+            result.put("sawBoth", a != null && b != null);
+            return result;
+        }
+    }
+
+    private static final class BothOutputsCondition implements NodeCondition {
+        private static final long serialVersionUID = 1L;
+        private final AtomicInteger checks;
+
+        private BothOutputsCondition(AtomicInteger checks) {
+            this.checks = checks;
+        }
+
+        @Override
+        public boolean check(
+                Chain chain,
+                NodeState context,
+                Map<String, Object> executeResult) {
+            checks.incrementAndGet();
+            Map<String, Object> memory = chain.getExecutionState().getMemory();
+            return memory.containsKey("a.value") && memory.containsKey("b.value");
+        }
+    }
+
+    private static final class RetryLoopNode extends BaseNode {
+        private final AtomicInteger executions;
+
+        private RetryLoopNode(AtomicInteger executions) {
+            this.executions = executions;
+        }
+
+        @Override
+        public Map<String, Object> execute(Chain chain) {
+            int count = executions.incrementAndGet();
+            if (count == 1) {
+                throw new IllegalStateException("retry once");
+            }
+            return Collections.singletonMap("count", count);
+        }
+    }
+
+    private static final class JoinFixture {
+        private final CountDownLatch branchACompleted = new CountDownLatch(1);
+        private final CountDownLatch branchBStarted = new CountDownLatch(1);
+        private final CountDownLatch releaseBranchB = new CountDownLatch(1);
+        private final AtomicInteger joinExecutions = new AtomicInteger();
+        private final AtomicInteger conditionChecks = new AtomicInteger();
+        private ScheduledExecutorService schedulerPool;
+        private ExecutorService workerPool;
+        private TriggerScheduler scheduler;
+        private InMemoryChainStateRepository chainStateRepository;
+        private InMemoryNodeStateRepository nodeStateRepository;
+        private ChainDefinition definition;
+        private ChainExecutor executor;
+    }
+}

easy-agents-scheduler/easy-agents-scheduler-core/src/main/java/com/easyagents/scheduler/ScheduleRefireException.java

@@ -0,0 +1,53 @@
+package com.easyagents.scheduler;
+
+import java.time.Duration;
+
+/**
+ * 请求调度提供方持久化重试同一次逻辑触发的异常。
+ *
+ * <p>仅用于尚未产生业务副作用、且调用方必须保证至少一次登记的短 Handler。
+ * {@code maxRefires=0} 表示不限制持久化重试次数；Provider 正常情况下应释放当前执行线程，
+ * 并通过持久化的延迟触发保留原 fire 上下文。仅当 JobStore 无法写入持久重试时，
+ * Provider 可按相同退避暂时占用当前线程并原地重试，以避免正常完成造成 fire 丢失。</p>
+ */
+public class ScheduleRefireException extends RuntimeException {
+
+    private static final int DEFAULT_MAX_REFIRES = 0;
+    private static final Duration DEFAULT_BASE_DELAY = Duration.ofMillis(250);
+    private final int maxRefires;
+    private final Duration baseDelay;
+
+    public ScheduleRefireException(String message, Throwable cause) {
+        this(message, cause, DEFAULT_MAX_REFIRES, DEFAULT_BASE_DELAY);
+    }
+
+    public ScheduleRefireException(String message, Throwable cause,
+                                   int maxRefires, Duration baseDelay) {
+        super(requireMessage(message), cause);
+        if (maxRefires < 0) throw new IllegalArgumentException("maxRefires must not be negative");
+        if (baseDelay == null || baseDelay.isZero() || baseDelay.isNegative()) {
+            throw new IllegalArgumentException("baseDelay must be positive");
+        }
+        this.maxRefires = maxRefires;
+        this.baseDelay = baseDelay;
+    }
+
+    /**
+     * @return 最大重新执行次数，0 表示不限制
+     */
+    public int maxRefires() {
+        return maxRefires;
+    }
+
+    public Duration delayFor(int refireNumber) {
+        int shift = Math.min(4, Math.max(0, refireNumber - 1));
+        return baseDelay.multipliedBy(1L << shift);
+    }
+
+    private static String requireMessage(String message) {
+        if (message == null || message.isBlank()) {
+            throw new IllegalArgumentException("message must not be blank");
+        }
+        return message;
+    }
+}

easy-agents-scheduler/easy-agents-scheduler-quartz/src/main/java/com/easyagents/scheduler/quartz/AbstractDispatchJob.java

@@ -29,6 +29,9 @@ abstract class AbstractDispatchJob implements InterruptableJob {
                 throw new JobExecutionException("easy-agents scheduler runtime is not available");
             }
             quartzRuntime.execute(context);
+        } catch (JobExecutionException exception) {
+            // JobExecutionException 继承 SchedulerException，必须保留 refire 等控制语义。
+            throw exception;
         } catch (SchedulerException exception) {
             throw new JobExecutionException("failed to access scheduler runtime", exception, false);
         } finally {

easy-agents-scheduler/easy-agents-scheduler-quartz/src/main/java/com/easyagents/scheduler/quartz/QuartzRuntime.java

@@ -7,9 +7,16 @@ import com.easyagents.scheduler.ScheduleExecutionListener;
 import com.easyagents.scheduler.ScheduleFireContext;
 import com.easyagents.scheduler.ScheduleHandler;
 import com.easyagents.scheduler.ScheduleId;
+import com.easyagents.scheduler.ScheduleRefireException;
 import org.quartz.JobDataMap;
 import org.quartz.JobExecutionContext;
 import org.quartz.JobExecutionException;
+import org.quartz.ObjectAlreadyExistsException;
+import org.quartz.SchedulerException;
+import org.quartz.SimpleScheduleBuilder;
+import org.quartz.Trigger;
+import org.quartz.TriggerBuilder;
+import org.quartz.TriggerKey;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -19,6 +26,10 @@ import java.util.Collection;
 import java.util.LinkedHashMap;
 import java.util.List;
 import java.util.Map;
+import java.nio.charset.StandardCharsets;
+import java.util.Date;
+import java.util.UUID;
+import java.util.concurrent.locks.LockSupport;
 
 /**
  * 当前 Scheduler 节点的 Handler 和监听器运行时。
@@ -55,15 +66,27 @@ final class QuartzRuntime {
     void execute(JobExecutionContext quartzContext) throws JobExecutionException {
         JobDataMap data = quartzContext.getMergedJobDataMap();
         ScheduleDefinition definition = QuartzScheduleMapper.toDefinition(data);
-        Instant actualFireTime = toInstant(quartzContext.getFireTime(), Instant.now());
+        Instant observedActualFireTime = toInstant(quartzContext.getFireTime(), Instant.now());
+        Instant scheduledFireTime = instantValue(
+            data,
+            QuartzScheduleMapper.KEY_RETRY_SCHEDULED_FIRE_TIME,
+            toInstant(quartzContext.getScheduledFireTime(), observedActualFireTime)
+        );
+        Instant actualFireTime = instantValue(
+            data,
+            QuartzScheduleMapper.KEY_RETRY_ACTUAL_FIRE_TIME,
+            observedActualFireTime
+        );
         ScheduleFireContext context = new ScheduleFireContext(
             definition.id(),
             definition.handlerCode(),
-            toInstant(quartzContext.getScheduledFireTime(), actualFireTime),
+            scheduledFireTime,
             actualFireTime,
-            quartzContext.getFireInstanceId(),
+            stringValue(data, QuartzScheduleMapper.KEY_RETRY_FIRE_INSTANCE_ID,
+                quartzContext.getFireInstanceId()),
             stringValue(data, QuartzScheduleMapper.KEY_INVOCATION),
-            quartzContext.isRecovering(),
+            booleanValue(data, QuartzScheduleMapper.KEY_RETRY_RECOVERING,
+                quartzContext.isRecovering()),
             definition.parameters()
         );
         ScheduleHandler handler = handlers.get(definition.handlerCode());
@@ -82,10 +105,80 @@ final class QuartzRuntime {
             notifySucceeded(context, elapsed(startedAt));
         } catch (Exception exception) {
             notifyFailed(context, elapsed(startedAt), exception);
+            if (exception instanceof ScheduleRefireException retry) {
+                int attempt = Math.max(
+                    intValue(data, QuartzScheduleMapper.KEY_RETRY_ATTEMPT, 0),
+                    quartzContext.getRefireCount()
+                );
+                if (retry.maxRefires() == 0 || attempt < retry.maxRefires()) {
+                    try {
+                        persistRetry(quartzContext, context, retry, attempt + 1);
+                        return;
+                    } catch (SchedulerException retryFailure) {
+                        exception.addSuppressed(retryFailure);
+                        log.error("Failed to persist schedule handler retry: scheduleId={}, attempt={}",
+                            context.scheduleId(), attempt + 1, retryFailure);
+                        if (canRefireInPlace(quartzContext, retry, attempt + 1)) {
+                            // JobStore 暂时不可写时，正常完成原 fire 会造成登记丢失。
+                            // 仅在这条降级路径短时占用当前 worker；一旦持久重试落库即释放。
+                            throw new JobExecutionException(exception, true);
+                        }
+                    }
+                } else {
+                    log.error("Schedule handler retry limit exhausted: scheduleId={}, retries={}",
+                        context.scheduleId(), retry.maxRefires(), exception);
+                }
+            }
+            // 不在 Quartz worker 内无限 refire。持久化重试失败时保留原异常，
+            // 由 requestRecovery 和集群故障恢复处理未完成的 fired trigger。
             throw new JobExecutionException(exception, false);
         }
     }
 
+    private static boolean canRefireInPlace(
+        JobExecutionContext context,
+        ScheduleRefireException retry,
+        int attempt
+    ) {
+        LockSupport.parkNanos(retry.delayFor(attempt).toNanos());
+        if (Thread.currentThread().isInterrupted()) return false;
+        try {
+            return !context.getScheduler().isShutdown();
+        } catch (SchedulerException exception) {
+            return false;
+        }
+    }
+
+    private static void persistRetry(
+        JobExecutionContext quartzContext,
+        ScheduleFireContext context,
+        ScheduleRefireException retry,
+        int attempt
+    ) throws SchedulerException {
+        String source = context.scheduleId() + "|" + context.fireInstanceId() + "|"
+            + String.valueOf(context.invocationId()) + "|" + attempt;
+        String retryName = "retry-" + UUID.nameUUIDFromBytes(
+            source.getBytes(StandardCharsets.UTF_8));
+        TriggerKey retryKey = new TriggerKey(
+            retryName,
+            QuartzScheduleMapper.GROUP_PREFIX + "retry." + context.scheduleId().namespace()
+        );
+        Trigger trigger = TriggerBuilder.newTrigger()
+            .withIdentity(retryKey)
+            .forJob(quartzContext.getJobDetail().getKey())
+            .usingJobData(QuartzScheduleMapper.retryData(context, attempt))
+            .startAt(Date.from(Instant.now().plus(retry.delayFor(attempt))))
+            .withSchedule(SimpleScheduleBuilder.simpleSchedule()
+                .withRepeatCount(0)
+                .withMisfireHandlingInstructionFireNow())
+            .build();
+        try {
+            quartzContext.getScheduler().scheduleJob(trigger);
+        } catch (ObjectAlreadyExistsException ignored) {
+            // 同一原始 fire/attempt 的确定性 key 已落库，即视为持久化成功。
+        }
+    }
+
     /**
      * 向监听器发布 Misfire 事件。
      *
@@ -175,4 +268,24 @@ final class QuartzRuntime {
         Object value = data.get(key);
         return value == null ? null : value.toString();
     }
+
+    private static String stringValue(JobDataMap data, String key, String fallback) {
+        String value = stringValue(data, key);
+        return value == null ? fallback : value;
+    }
+
+    private static Instant instantValue(JobDataMap data, String key, Instant fallback) {
+        String value = stringValue(data, key);
+        return value == null ? fallback : Instant.ofEpochMilli(Long.parseLong(value));
+    }
+
+    private static boolean booleanValue(JobDataMap data, String key, boolean fallback) {
+        String value = stringValue(data, key);
+        return value == null ? fallback : Boolean.parseBoolean(value);
+    }
+
+    private static int intValue(JobDataMap data, String key, int fallback) {
+        String value = stringValue(data, key);
+        return value == null ? fallback : Integer.parseInt(value);
+    }
 }

easy-agents-scheduler/easy-agents-scheduler-quartz/src/main/java/com/easyagents/scheduler/quartz/QuartzScheduleMapper.java

@@ -7,6 +7,7 @@ import com.easyagents.scheduler.OnceSchedulePlan;
 import com.easyagents.scheduler.ScheduleDefinition;
 import com.easyagents.scheduler.ScheduleErrorCode;
 import com.easyagents.scheduler.ScheduleException;
+import com.easyagents.scheduler.ScheduleFireContext;
 import com.easyagents.scheduler.ScheduleId;
 import com.easyagents.scheduler.SchedulePlan;
 import org.quartz.CronScheduleBuilder;
@@ -47,6 +48,11 @@ final class QuartzScheduleMapper {
     static final String KEY_DESCRIPTION = "ea.description";
     static final String KEY_INVOCATION = "ea.invocationId";
     static final String KEY_IMMEDIATE_PARAMETER_SNAPSHOT = "ea.immediateParameterSnapshot";
+    static final String KEY_RETRY_ATTEMPT = "ea.retry.attempt";
+    static final String KEY_RETRY_SCHEDULED_FIRE_TIME = "ea.retry.scheduledFireTime";
+    static final String KEY_RETRY_ACTUAL_FIRE_TIME = "ea.retry.actualFireTime";
+    static final String KEY_RETRY_FIRE_INSTANCE_ID = "ea.retry.fireInstanceId";
+    static final String KEY_RETRY_RECOVERING = "ea.retry.recovering";
     static final String PARAMETER_PREFIX = "ea.parameter.";
     static final String IMMEDIATE_PARAMETER_PREFIX = "ea.immediateParameter.";
     static final String GROUP_PREFIX = "ea.scheduler.";
@@ -153,6 +159,30 @@ final class QuartzScheduleMapper {
         return data;
     }
 
+    /**
+     * 固化持久化重试所需的原始 fire 上下文。
+     */
+    static JobDataMap retryData(ScheduleFireContext context, int attempt) {
+        JobDataMap data = identityData(context.scheduleId());
+        // Trigger 数据覆盖 JobDetail；任务定义被 replace 后，既有 fire 的重试仍须
+        // 派发给首次触发时的 Handler，而不是意外切换到新 Handler。
+        data.put(KEY_HANDLER, context.handlerCode());
+        data.put(KEY_RETRY_ATTEMPT, Integer.toString(attempt));
+        data.put(KEY_RETRY_SCHEDULED_FIRE_TIME,
+            Long.toString(context.scheduledFireTime().toEpochMilli()));
+        data.put(KEY_RETRY_ACTUAL_FIRE_TIME,
+            Long.toString(context.actualFireTime().toEpochMilli()));
+        data.put(KEY_RETRY_FIRE_INSTANCE_ID, context.fireInstanceId());
+        data.put(KEY_RETRY_RECOVERING, Boolean.toString(context.recovering()));
+        if (context.invocationId() != null) {
+            data.put(KEY_INVOCATION, context.invocationId());
+        }
+        // 重试必须沿用首次 fire 的参数快照，不能读取期间被替换的新定义参数。
+        data.put(KEY_IMMEDIATE_PARAMETER_SNAPSHOT, Boolean.TRUE.toString());
+        putParameters(data, context.parameters(), IMMEDIATE_PARAMETER_PREFIX);
+        return data;
+    }
+
     /**
      * 从持久 JobData 恢复公共定义。
      *

easy-agents-scheduler/easy-agents-scheduler-quartz/src/main/java/com/easyagents/scheduler/quartz/QuartzScheduleService.java

@@ -335,7 +335,8 @@ public final class QuartzScheduleService implements ScheduleService, AutoCloseab
         }
         try {
             if (!scheduler.isShutdown()) {
-                // false 保证 close 本身有界；Quartz 会向内部 InterruptableJob 发送中断。
+                // Factory 启用 interruptJobsOnShutdown，Quartz 会先中断内部
+                // InterruptableJob；false 只表示不再无界等待忽略中断的 Handler。
                 scheduler.shutdown(false);
             }
         } catch (SchedulerException exception) {

easy-agents-scheduler/easy-agents-scheduler-quartz/src/main/java/com/easyagents/scheduler/quartz/QuartzSchedulerConfig.java

@@ -10,6 +10,8 @@ package com.easyagents.scheduler.quartz;
  * @param clustered 是否启用 JDBC 集群
  * @param threadCount Quartz Worker 线程数
  * @param threadPriority Quartz Worker 线程优先级
+ * @param batchTriggerAcquisitionMaxCount 单次批量获取 Trigger 的最大数量
+ * @param batchTriggerAcquisitionFireAheadTimeWindowMillis 可提前纳入批量的时间窗口，单位毫秒
  * @param clusterCheckinIntervalMillis 集群心跳间隔，单位毫秒
  * @param misfireThresholdMillis Misfire 判定阈值，单位毫秒
  * @param waitForJobsToCompleteOnShutdown 关闭时是否等待运行中任务完成
@@ -24,6 +26,8 @@ public record QuartzSchedulerConfig(
     boolean clustered,
     int threadCount,
     int threadPriority,
+    int batchTriggerAcquisitionMaxCount,
+    long batchTriggerAcquisitionFireAheadTimeWindowMillis,
     long clusterCheckinIntervalMillis,
     long misfireThresholdMillis,
     boolean waitForJobsToCompleteOnShutdown,
@@ -55,6 +59,18 @@ public record QuartzSchedulerConfig(
         if (threadPriority < Thread.MIN_PRIORITY || threadPriority > Thread.MAX_PRIORITY) {
             throw new IllegalArgumentException("threadPriority must be between 1 and 10");
         }
+        if (batchTriggerAcquisitionMaxCount < 1
+                || batchTriggerAcquisitionMaxCount > threadCount) {
+            throw new IllegalArgumentException(
+                "batchTriggerAcquisitionMaxCount must be between 1 and threadCount"
+            );
+        }
+        if (batchTriggerAcquisitionFireAheadTimeWindowMillis < 0
+                || batchTriggerAcquisitionFireAheadTimeWindowMillis > 60_000L) {
+            throw new IllegalArgumentException(
+                "batchTriggerAcquisitionFireAheadTimeWindowMillis must be between 0 and 60000"
+            );
+        }
         if (clusterCheckinIntervalMillis < 1000) {
             throw new IllegalArgumentException(
                 "clusterCheckinIntervalMillis must be at least 1000"
@@ -85,6 +101,8 @@ public record QuartzSchedulerConfig(
             true,
             8,
             Thread.NORM_PRIORITY,
+            1,
+            0L,
             15_000L,
             60_000L,
             true,

easy-agents-scheduler/easy-agents-scheduler-quartz/src/main/java/com/easyagents/scheduler/quartz/QuartzSchedulerFactory.java

@@ -154,7 +154,7 @@ public final class QuartzSchedulerFactory {
      * @param dataSourceName Quartz 内部 DataSource 名称
      * @return Quartz 属性
      */
-    private static Properties properties(
+    static Properties properties(
         QuartzSchedulerConfig config,
         String dataSourceName
     ) {
@@ -173,6 +173,14 @@ public final class QuartzSchedulerFactory {
             "org.quartz.threadPool.threadPriority",
             Integer.toString(config.threadPriority())
         );
+        properties.setProperty(
+            "org.quartz.scheduler.batchTriggerAcquisitionMaxCount",
+            Integer.toString(config.batchTriggerAcquisitionMaxCount())
+        );
+        properties.setProperty(
+            "org.quartz.scheduler.batchTriggerAcquisitionFireAheadTimeWindow",
+            Long.toString(config.batchTriggerAcquisitionFireAheadTimeWindowMillis())
+        );
         properties.setProperty(
             "org.quartz.jobStore.class",
             "org.quartz.impl.jdbcjobstore.JobStoreTX"
@@ -182,6 +190,10 @@ public final class QuartzSchedulerFactory {
             config.driverDelegateClass()
         );
         properties.setProperty("org.quartz.jobStore.useProperties", "true");
+        properties.setProperty(
+            "org.quartz.jobStore.acquireTriggersWithinLock",
+            Boolean.toString(config.batchTriggerAcquisitionMaxCount() > 1)
+        );
         properties.setProperty("org.quartz.jobStore.dataSource", dataSourceName);
         properties.setProperty("org.quartz.jobStore.tablePrefix", config.tablePrefix());
         properties.setProperty(

easy-agents-scheduler/easy-agents-scheduler-quartz/src/test/java/com/easyagents/scheduler/quartz/QuartzJdbcIntegrationTest.java

@@ -9,6 +9,7 @@ import com.easyagents.scheduler.ScheduleException;
 import com.easyagents.scheduler.ScheduleFireContext;
 import com.easyagents.scheduler.ScheduleHandler;
 import com.easyagents.scheduler.ScheduleId;
+import com.easyagents.scheduler.ScheduleRefireException;
 import org.h2.jdbcx.JdbcDataSource;
 import org.h2.tools.RunScript;
 import org.junit.Test;
@@ -20,9 +21,11 @@ import java.sql.Connection;
 import java.sql.ResultSet;
 import java.sql.Statement;
 import java.time.Instant;
+import java.time.Duration;
 import java.util.List;
 import java.util.Map;
 import java.util.UUID;
+import java.util.concurrent.CopyOnWriteArrayList;
 import java.util.concurrent.CountDownLatch;
 import java.util.concurrent.TimeUnit;
 
@@ -218,6 +221,83 @@ public class QuartzJdbcIntegrationTest {
         }
     }
 
+    /**
+     * 验证延迟重试先落入 JDBC JobStore，关闭并重建节点后仍使用原 fire 上下文执行。
+     */
+    @Test
+    public void shouldRecoverPersistedRetryAfterSchedulerRestart() throws Exception {
+        JdbcDataSource dataSource = dataSource();
+        executeSchema(dataSource);
+        QuartzSchedulerConfig config = jdbcConfig();
+        CountDownLatch firstFailed = new CountDownLatch(1);
+        CountDownLatch retryCompleted = new CountDownLatch(1);
+        CopyOnWriteArrayList<ScheduleFireContext> contexts = new CopyOnWriteArrayList<>();
+        ScheduleHandler retryingHandler = new ScheduleHandler() {
+            @Override
+            public String code() {
+                return "persistent-retry-handler";
+            }
+
+            @Override
+            public void execute(ScheduleFireContext context) {
+                contexts.add(context);
+                if (contexts.size() == 1) {
+                    firstFailed.countDown();
+                    throw new ScheduleRefireException("temporary database failure",
+                        new IllegalStateException("unavailable"), 2,
+                        Duration.ofSeconds(2));
+                }
+                retryCompleted.countDown();
+            }
+        };
+        ScheduleId scheduleId = new ScheduleId("jdbc", "persistent-retry");
+        QuartzScheduleService first = QuartzSchedulerFactory.createJdbc(
+            dataSource, config, List.of(retryingHandler), List.of());
+        first.start();
+        first.create(new ScheduleDefinition(
+            scheduleId,
+            retryingHandler.code(),
+            new OnceSchedulePlan(Instant.parse("2099-01-01T00:00:00Z")),
+            MisfirePolicy.FIRE_ONCE_NOW,
+            ConcurrencyPolicy.DISALLOW,
+            true,
+            Map.of("snapshot", "original"),
+            "persistent retry"
+        ));
+        first.triggerNow(scheduleId, "persistent-invocation", Map.of());
+        assertTrue(firstFailed.await(5, TimeUnit.SECONDS));
+        awaitRetryTrigger(dataSource);
+        first.close();
+
+        QuartzScheduleService restarted = QuartzSchedulerFactory.createJdbc(
+            dataSource, config, List.of(retryingHandler), List.of());
+        try {
+            restarted.start();
+            assertTrue("persisted retry did not execute after restart",
+                retryCompleted.await(8, TimeUnit.SECONDS));
+            assertEquals(contexts.get(0).scheduledFireTime(), contexts.get(1).scheduledFireTime());
+            assertEquals(contexts.get(0).actualFireTime(), contexts.get(1).actualFireTime());
+            assertEquals(contexts.get(0).fireInstanceId(), contexts.get(1).fireInstanceId());
+            assertEquals("persistent-invocation", contexts.get(1).invocationId());
+        } finally {
+            restarted.close();
+        }
+    }
+
+    private static void awaitRetryTrigger(JdbcDataSource dataSource) throws Exception {
+        long deadline = System.nanoTime() + TimeUnit.SECONDS.toNanos(5);
+        do {
+            try (Connection connection = dataSource.getConnection();
+                 Statement statement = connection.createStatement();
+                 ResultSet result = statement.executeQuery(
+                     "SELECT COUNT(*) FROM QRTZ_TRIGGERS WHERE TRIGGER_GROUP LIKE 'ea.scheduler.retry.%'")) {
+                if (result.next() && result.getInt(1) > 0) return;
+            }
+            Thread.sleep(25L);
+        } while (System.nanoTime() < deadline);
+        fail("persistent retry trigger was not stored");
+    }
+
     private static JdbcDataSource dataSource() {
         JdbcDataSource dataSource = new JdbcDataSource();
         dataSource.setURL("jdbc:h2:mem:scheduler-" + UUID.randomUUID() + ";DB_CLOSE_DELAY=-1");
@@ -259,6 +339,8 @@ public class QuartzJdbcIntegrationTest {
             false,
             2,
             Thread.NORM_PRIORITY,
+            1,
+            0L,
             15_000L,
             1_000L,
             true,

easy-agents-scheduler/easy-agents-scheduler-quartz/src/test/java/com/easyagents/scheduler/quartz/QuartzRuntimeTest.java

@@ -0,0 +1,105 @@
+package com.easyagents.scheduler.quartz;
+
+import com.easyagents.scheduler.ConcurrencyPolicy;
+import com.easyagents.scheduler.MisfirePolicy;
+import com.easyagents.scheduler.OnceSchedulePlan;
+import com.easyagents.scheduler.ScheduleDefinition;
+import com.easyagents.scheduler.ScheduleHandler;
+import com.easyagents.scheduler.ScheduleId;
+import com.easyagents.scheduler.ScheduleRefireException;
+import org.junit.Test;
+import org.quartz.JobDetail;
+import org.quartz.JobExecutionContext;
+import org.quartz.JobExecutionException;
+import org.quartz.Scheduler;
+import org.quartz.SchedulerException;
+import org.quartz.Trigger;
+
+import java.lang.reflect.Proxy;
+import java.time.Duration;
+import java.time.Instant;
+import java.util.Date;
+import java.util.List;
+import java.util.Map;
+
+import static org.junit.Assert.assertTrue;
+import static org.junit.Assert.fail;
+
+/** {@link QuartzRuntime} 失败控制语义测试。 */
+public class QuartzRuntimeTest {
+
+    /** JobStore 无法保存延迟触发时不得把当前 fire 当作正常完成。 */
+    @Test
+    public void shouldRefireInPlaceWhenPersistentRetryCannotBeStored() throws Exception {
+        ScheduleDefinition definition = new ScheduleDefinition(
+            new ScheduleId("test", "retry-store-failure"),
+            "handler",
+            new OnceSchedulePlan(Instant.parse("2099-01-01T00:00:00Z")),
+            MisfirePolicy.FIRE_ONCE_NOW,
+            ConcurrencyPolicy.DISALLOW,
+            true,
+            Map.of(),
+            "retry store failure"
+        );
+        JobDetail job = QuartzScheduleMapper.toJobDetail(definition);
+        Scheduler scheduler = proxy(Scheduler.class, (proxy, method, arguments) -> {
+            if ("scheduleJob".equals(method.getName())
+                    && arguments != null && arguments.length == 1
+                    && arguments[0] instanceof Trigger) {
+                throw new SchedulerException("job store unavailable");
+            }
+            if ("isShutdown".equals(method.getName())) return false;
+            return defaultValue(method.getReturnType());
+        });
+        Date fireTime = new Date();
+        JobExecutionContext context = proxy(JobExecutionContext.class,
+            (proxy, method, arguments) -> switch (method.getName()) {
+                case "getMergedJobDataMap" -> job.getJobDataMap();
+                case "getJobDetail" -> job;
+                case "getScheduler" -> scheduler;
+                case "getFireTime", "getScheduledFireTime" -> fireTime;
+                case "getFireInstanceId" -> "fire-1";
+                case "isRecovering" -> false;
+                case "getRefireCount" -> 0;
+                default -> defaultValue(method.getReturnType());
+            });
+        QuartzRuntime runtime = new QuartzRuntime(List.of(new ScheduleHandler() {
+            @Override
+            public String code() {
+                return "handler";
+            }
+
+            @Override
+            public void execute(com.easyagents.scheduler.ScheduleFireContext context) {
+                throw new ScheduleRefireException("registration unavailable",
+                    new IllegalStateException("database unavailable"), 0,
+                    Duration.ofMillis(1));
+            }
+        }), List.of());
+
+        try {
+            runtime.execute(context);
+            fail("expected refire request");
+        } catch (JobExecutionException exception) {
+            assertTrue(exception.refireImmediately());
+        }
+    }
+
+    @SuppressWarnings("unchecked")
+    private static <T> T proxy(Class<T> type, java.lang.reflect.InvocationHandler handler) {
+        return (T) Proxy.newProxyInstance(type.getClassLoader(), new Class<?>[]{type}, handler);
+    }
+
+    private static Object defaultValue(Class<?> type) {
+        if (!type.isPrimitive()) return null;
+        if (type == boolean.class) return false;
+        if (type == byte.class) return (byte) 0;
+        if (type == short.class) return (short) 0;
+        if (type == int.class) return 0;
+        if (type == long.class) return 0L;
+        if (type == float.class) return 0F;
+        if (type == double.class) return 0D;
+        if (type == char.class) return '\0';
+        return null;
+    }
+}

easy-agents-scheduler/easy-agents-scheduler-quartz/src/test/java/com/easyagents/scheduler/quartz/QuartzScheduleServiceTest.java

@@ -10,20 +10,25 @@ import com.easyagents.scheduler.ScheduleException;
 import com.easyagents.scheduler.ScheduleFireContext;
 import com.easyagents.scheduler.ScheduleHandler;
 import com.easyagents.scheduler.ScheduleId;
+import com.easyagents.scheduler.ScheduleRefireException;
 import com.easyagents.scheduler.ScheduleStatus;
 import org.junit.After;
 import org.junit.Test;
 import org.quartz.JobDetail;
 import org.quartz.Scheduler;
 import org.quartz.impl.StdSchedulerFactory;
+import org.quartz.impl.matchers.GroupMatcher;
 
 import java.nio.charset.StandardCharsets;
+import java.time.Duration;
 import java.time.Instant;
 import java.time.ZoneId;
 import java.util.Base64;
+import java.util.List;
 import java.util.Map;
 import java.util.Properties;
 import java.util.UUID;
+import java.util.concurrent.CopyOnWriteArrayList;
 import java.util.concurrent.CountDownLatch;
 import java.util.concurrent.TimeUnit;
 import java.util.concurrent.atomic.AtomicInteger;
@@ -112,6 +117,108 @@ public class QuartzScheduleServiceTest {
         assertEquals("value", captured.get().parameters().get("stable"));
     }
 
+    /** 验证可恢复失败会持久化延迟重试，并保留原始 fire 上下文。 */
+    @Test
+    public void shouldRefireRetryableHandlerFailure() throws Exception {
+        AtomicInteger attempts = new AtomicInteger();
+        CountDownLatch completed = new CountDownLatch(1);
+        CopyOnWriteArrayList<ScheduleFireContext> contexts = new CopyOnWriteArrayList<>();
+        service = newRamService(context -> {
+            contexts.add(context);
+            if (attempts.incrementAndGet() == 1) {
+                throw new ScheduleRefireException("temporary registration failure",
+                    new IllegalStateException("database unavailable"), 2,
+                    Duration.ofMillis(100));
+            }
+            completed.countDown();
+        });
+        ScheduleDefinition definition = onceDefinition(
+            "retryable-immediate",
+            MisfirePolicy.FIRE_ONCE_NOW,
+            ConcurrencyPolicy.DISALLOW,
+            Instant.parse("2099-01-01T00:00:00Z")
+        );
+        service.create(definition);
+
+        service.triggerNow(definition.id(), "retryable-invocation", Map.of());
+
+        assertTrue("retryable handler was not refired", completed.await(5, TimeUnit.SECONDS));
+        assertEquals(2, attempts.get());
+        assertEquals(contexts.get(0).scheduledFireTime(), contexts.get(1).scheduledFireTime());
+        assertEquals(contexts.get(0).actualFireTime(), contexts.get(1).actualFireTime());
+        assertEquals(contexts.get(0).fireInstanceId(), contexts.get(1).fireInstanceId());
+        assertEquals("retryable-invocation", contexts.get(1).invocationId());
+    }
+
+    /** 持久化延迟重试不得占用当前 Quartz worker。 */
+    @Test
+    public void shouldReleaseWorkerWhilePersistentRetryIsDelayed() throws Exception {
+        CountDownLatch retryScheduled = new CountDownLatch(1);
+        CountDownLatch healthyCompleted = new CountDownLatch(1);
+        CountDownLatch retryCompleted = new CountDownLatch(1);
+        AtomicInteger retryAttempts = new AtomicInteger();
+        service = newRamService(context -> {
+            if (context.scheduleId().name().equals("delayed-retry")) {
+                if (retryAttempts.incrementAndGet() == 1) {
+                    retryScheduled.countDown();
+                    throw new ScheduleRefireException("temporary registration failure",
+                        new IllegalStateException("database unavailable"), 1,
+                        Duration.ofSeconds(1));
+                }
+                retryCompleted.countDown();
+            } else {
+                healthyCompleted.countDown();
+            }
+        }, 30_000L, 1);
+        ScheduleDefinition retry = onceDefinition(
+            "delayed-retry", MisfirePolicy.FIRE_ONCE_NOW,
+            ConcurrencyPolicy.DISALLOW, Instant.parse("2099-01-01T00:00:00Z"));
+        ScheduleDefinition healthy = onceDefinition(
+            "healthy-during-retry", MisfirePolicy.FIRE_ONCE_NOW,
+            ConcurrencyPolicy.DISALLOW, Instant.parse("2099-01-01T00:00:00Z"));
+        service.create(retry);
+        service.create(healthy);
+
+        service.triggerNow(retry.id(), "retry-1", Map.of());
+        assertTrue(retryScheduled.await(5, TimeUnit.SECONDS));
+        service.triggerNow(healthy.id(), "healthy-1", Map.of());
+
+        assertTrue("single Quartz worker remained occupied by delayed retry",
+            healthyCompleted.await(750, TimeUnit.MILLISECONDS));
+        assertTrue(retryCompleted.await(5, TimeUnit.SECONDS));
+    }
+
+    /** 已持久化 fire 的重试不得因 replace 而切换到新 Handler。 */
+    @Test
+    public void shouldKeepOriginalHandlerWhenScheduleIsReplacedDuringRetry() throws Exception {
+        AtomicInteger oldAttempts = new AtomicInteger();
+        AtomicInteger newAttempts = new AtomicInteger();
+        CountDownLatch oldRetryCompleted = new CountDownLatch(1);
+        service = newRamServiceWithHandlers(List.of(
+            handler("old-handler", context -> {
+                if (oldAttempts.incrementAndGet() == 1) {
+                    throw new ScheduleRefireException("temporary registration failure",
+                        new IllegalStateException("database unavailable"), 1,
+                        Duration.ofMillis(400));
+                }
+                oldRetryCompleted.countDown();
+            }),
+            handler("new-handler", context -> newAttempts.incrementAndGet())
+        ), 30_000L, 2);
+        ScheduleId id = new ScheduleId("test", "replace-during-retry");
+        ScheduleDefinition original = definition(id, "old-handler");
+        service.create(original);
+        service.triggerNow(id, "replace-retry-1", Map.of());
+        awaitPersistentRetryTrigger();
+
+        service.replace(definition(id, "new-handler"));
+
+        assertTrue("old handler retry did not complete",
+            oldRetryCompleted.await(5, TimeUnit.SECONDS));
+        assertEquals(2, oldAttempts.get());
+        assertEquals(0, newAttempts.get());
+    }
+
     /**
      * 验证立即触发会在返回回执前校验基础参数与覆盖参数的合并结果。
      */
@@ -385,6 +492,23 @@ public class QuartzScheduleServiceTest {
     private QuartzScheduleService newRamService(
         Consumer<ScheduleFireContext> handler,
         long shutdownWaitTimeoutMillis
+    ) throws Exception {
+        return newRamService(handler, shutdownWaitTimeoutMillis, 2);
+    }
+
+    private QuartzScheduleService newRamService(
+        Consumer<ScheduleFireContext> handler,
+        long shutdownWaitTimeoutMillis,
+        int threadCount
+    ) throws Exception {
+        return newRamServiceWithHandlers(List.of(handler("handler", handler)),
+            shutdownWaitTimeoutMillis, threadCount);
+    }
+
+    private QuartzScheduleService newRamServiceWithHandlers(
+        List<ScheduleHandler> handlers,
+        long shutdownWaitTimeoutMillis,
+        int threadCount
     ) throws Exception {
         Properties properties = new Properties();
         properties.setProperty(
@@ -394,7 +518,7 @@ public class QuartzScheduleServiceTest {
         properties.setProperty("org.quartz.scheduler.instanceId", "NON_CLUSTERED");
         properties.setProperty("org.quartz.scheduler.interruptJobsOnShutdown", "true");
         properties.setProperty("org.quartz.threadPool.class", "org.quartz.simpl.SimpleThreadPool");
-        properties.setProperty("org.quartz.threadPool.threadCount", "2");
+        properties.setProperty("org.quartz.threadPool.threadCount", Integer.toString(threadCount));
         properties.setProperty("org.quartz.jobStore.class", "org.quartz.simpl.RAMJobStore");
         properties.setProperty("org.quartz.jobStore.misfireThreshold", "100");
         Scheduler scheduler = new StdSchedulerFactory(properties).getScheduler();
@@ -402,17 +526,7 @@ public class QuartzScheduleServiceTest {
             scheduler,
             true,
             shutdownWaitTimeoutMillis,
-            java.util.List.of(new ScheduleHandler() {
+            handlers,
-                @Override
-                public String code() {
-                    return "handler";
-                }
-
-                @Override
-                public void execute(ScheduleFireContext context) {
-                    handler.accept(context);
-                }
-            }),
             java.util.List.of()
         );
         result.start();
@@ -420,6 +534,50 @@ public class QuartzScheduleServiceTest {
         return result;
     }
 
+    private void awaitPersistentRetryTrigger() throws Exception {
+        long deadline = System.nanoTime() + TimeUnit.SECONDS.toNanos(5);
+        while (System.nanoTime() < deadline) {
+            boolean found = service.quartzScheduler()
+                .getTriggerKeys(GroupMatcher.anyTriggerGroup())
+                .stream()
+                .anyMatch(key -> key.getGroup().startsWith(
+                    QuartzScheduleMapper.GROUP_PREFIX + "retry."));
+            if (found) return;
+            Thread.sleep(10L);
+        }
+        fail("persistent retry trigger was not created");
+    }
+
+    private static ScheduleHandler handler(
+        String code,
+        Consumer<ScheduleFireContext> consumer
+    ) {
+        return new ScheduleHandler() {
+            @Override
+            public String code() {
+                return code;
+            }
+
+            @Override
+            public void execute(ScheduleFireContext context) {
+                consumer.accept(context);
+            }
+        };
+    }
+
+    private static ScheduleDefinition definition(ScheduleId id, String handlerCode) {
+        return new ScheduleDefinition(
+            id,
+            handlerCode,
+            new OnceSchedulePlan(Instant.parse("2099-01-01T00:00:00Z")),
+            MisfirePolicy.FIRE_ONCE_NOW,
+            ConcurrencyPolicy.DISALLOW,
+            true,
+            Map.of(),
+            id.name()
+        );
+    }
+
     private static ScheduleDefinition cronDefinition(String handlerCode, String expression) {
         return new ScheduleDefinition(
             new ScheduleId("test", "lifecycle"),

easy-agents-scheduler/easy-agents-scheduler-quartz/src/test/java/com/easyagents/scheduler/quartz/QuartzSchedulerFactoryTest.java

@@ -0,0 +1,40 @@
+package com.easyagents.scheduler.quartz;
+
+import org.junit.Test;
+
+import java.util.Properties;
+
+import static org.junit.Assert.assertEquals;
+
+/** {@link QuartzSchedulerFactory} 原生属性映射测试。 */
+public class QuartzSchedulerFactoryTest {
+
+    @Test
+    public void batchAcquisitionMustRunWithinJobStoreLock() {
+        QuartzSchedulerConfig config = new QuartzSchedulerConfig(
+            "batch-scheduler",
+            "NON_CLUSTERED",
+            "QRTZ_",
+            QuartzSchedulerConfig.STANDARD_JDBC_DELEGATE,
+            false,
+            8,
+            Thread.NORM_PRIORITY,
+            8,
+            1_000L,
+            15_000L,
+            60_000L,
+            true,
+            30_000L,
+            false
+        );
+
+        Properties properties = QuartzSchedulerFactory.properties(config, "testDs");
+
+        assertEquals("8", properties.getProperty(
+            "org.quartz.scheduler.batchTriggerAcquisitionMaxCount"));
+        assertEquals("1000", properties.getProperty(
+            "org.quartz.scheduler.batchTriggerAcquisitionFireAheadTimeWindow"));
+        assertEquals("true", properties.getProperty(
+            "org.quartz.jobStore.acquireTriggersWithinLock"));
+    }
+}

easy-agents-scheduler/easy-agents-scheduler-spring-boot-starter/pom.xml

@@ -53,6 +53,11 @@
             <artifactId>h2</artifactId>
             <scope>test</scope>
         </dependency>
+        <dependency>
+            <groupId>org.springframework</groupId>
+            <artifactId>spring-jdbc</artifactId>
+            <scope>test</scope>
+        </dependency>
         <dependency>
             <groupId>junit</groupId>
             <artifactId>junit</artifactId>

easy-agents-scheduler/easy-agents-scheduler-spring-boot-starter/src/main/java/com/easyagents/scheduler/spring/boot/EasyAgentsSchedulerAutoConfiguration.java

@@ -18,6 +18,7 @@ import org.springframework.boot.autoconfigure.condition.ConditionalOnMissingBean
 import org.springframework.boot.autoconfigure.condition.ConditionalOnProperty;
 import org.springframework.boot.autoconfigure.jdbc.DataSourceAutoConfiguration;
 import org.springframework.boot.context.properties.EnableConfigurationProperties;
+import org.springframework.boot.sql.init.dependency.DependsOnDatabaseInitialization;
 import org.springframework.context.annotation.Bean;
 import org.springframework.context.annotation.Configuration;
 
@@ -61,6 +62,7 @@ public class EasyAgentsSchedulerAutoConfiguration {
      */
     @Bean(name = SCHEDULER_BEAN_NAME, initMethod = "start", destroyMethod = "close")
     @ConditionalOnMissingBean(ScheduleService.class)
+    @DependsOnDatabaseInitialization
     public QuartzScheduleService easyAgentsQuartzScheduleService(
         EasyAgentsSchedulerProperties properties,
         ListableBeanFactory beanFactory,
@@ -83,6 +85,8 @@ public class EasyAgentsSchedulerAutoConfiguration {
             quartz.isClustered(),
             quartz.getThreadCount(),
             quartz.getThreadPriority(),
+            quartz.getBatchTriggerAcquisitionMaxCount(),
+            quartz.getBatchTriggerAcquisitionFireAheadTimeWindowMillis(),
             quartz.getClusterCheckinIntervalMillis(),
             quartz.getMisfireThresholdMillis(),
             quartz.isWaitForJobsToCompleteOnShutdown(),

easy-agents-scheduler/easy-agents-scheduler-spring-boot-starter/src/main/java/com/easyagents/scheduler/spring/boot/EasyAgentsSchedulerProperties.java

@@ -104,6 +104,12 @@ public class EasyAgentsSchedulerProperties {
         /** Quartz Worker 线程优先级。 */
         private int threadPriority = Thread.NORM_PRIORITY;
 
+        /** 单次批量获取 Trigger 的最大数量。 */
+        private int batchTriggerAcquisitionMaxCount = 1;
+
+        /** 可提前纳入批量的时间窗口，单位毫秒。 */
+        private long batchTriggerAcquisitionFireAheadTimeWindowMillis;
+
         /** 集群心跳间隔，单位毫秒。 */
         private long clusterCheckinIntervalMillis = 15_000L;
 
@@ -251,6 +257,45 @@ public class EasyAgentsSchedulerProperties {
             this.threadPriority = threadPriority;
         }
 
+        /**
+         * 返回单次批量获取 Trigger 的最大数量。
+         *
+         * @return 批量上限
+         */
+        public int getBatchTriggerAcquisitionMaxCount() {
+            return batchTriggerAcquisitionMaxCount;
+        }
+
+        /**
+         * 设置单次批量获取 Trigger 的最大数量。
+         *
+         * @param batchTriggerAcquisitionMaxCount 批量上限
+         */
+        public void setBatchTriggerAcquisitionMaxCount(
+                int batchTriggerAcquisitionMaxCount) {
+            this.batchTriggerAcquisitionMaxCount = batchTriggerAcquisitionMaxCount;
+        }
+
+        /**
+         * 返回可提前纳入批量的时间窗口。
+         *
+         * @return 毫秒窗口
+         */
+        public long getBatchTriggerAcquisitionFireAheadTimeWindowMillis() {
+            return batchTriggerAcquisitionFireAheadTimeWindowMillis;
+        }
+
+        /**
+         * 设置可提前纳入批量的时间窗口。
+         *
+         * @param batchTriggerAcquisitionFireAheadTimeWindowMillis 毫秒窗口
+         */
+        public void setBatchTriggerAcquisitionFireAheadTimeWindowMillis(
+                long batchTriggerAcquisitionFireAheadTimeWindowMillis) {
+            this.batchTriggerAcquisitionFireAheadTimeWindowMillis =
+                batchTriggerAcquisitionFireAheadTimeWindowMillis;
+        }
+
         /**
          * 返回集群心跳间隔。
          *

easy-agents-scheduler/easy-agents-scheduler-spring-boot-starter/src/test/java/com/easyagents/scheduler/spring/boot/EasyAgentsSchedulerAutoConfigurationTest.java

@@ -114,6 +114,47 @@ public class EasyAgentsSchedulerAutoConfigurationTest {
         }
     }
 
+    /**
+     * 验证调度器等待 Spring Boot 数据库脚本初始化完成后再启动。
+     */
+    @Test
+    public void shouldWaitForDatabaseInitializationBeforeStartingScheduler() throws Exception {
+        JdbcDataSource dataSource = dataSource();
+        Map<String, Object> properties = enabledProperties();
+        properties.put("easy-agents.scheduler.data-source-bean-name", "schedulerDataSource");
+        properties.put("spring.sql.init.mode", "always");
+        properties.put(
+            "spring.sql.init.schema-locations",
+            "classpath:quartz-schema/h2-2.5.2.sql"
+        );
+
+        SpringApplication application = new SpringApplication(AutoDiscoveryApplication.class);
+        application.setWebApplicationType(WebApplicationType.NONE);
+        application.setDefaultProperties(properties);
+        application.addInitializers(applicationContext -> {
+            GenericApplicationContext genericContext =
+                (GenericApplicationContext) applicationContext;
+            genericContext.registerBean(
+                "schedulerDataSource",
+                DataSource.class,
+                () -> dataSource
+            );
+        });
+
+        try (ConfigurableApplicationContext context = application.run()) {
+            assertNotNull(context.getBean(ScheduleService.class));
+            try (
+                Connection connection = dataSource.getConnection();
+                Statement statement = connection.createStatement();
+                ResultSet resultSet = statement.executeQuery(
+                    "SELECT COUNT(*) FROM QRTZ_SCHEDULER_STATE"
+                )
+            ) {
+                assertTrue(resultSet.next());
+            }
+        }
+    }
+
     /**
      * 验证多个 DataSource 未明确选择时启动失败并提供可操作信息。
      */
@@ -162,6 +203,13 @@ public class EasyAgentsSchedulerAutoConfigurationTest {
         properties.put("easy-agents.scheduler.quartz.instance-id", "NON_CLUSTERED");
         properties.put("easy-agents.scheduler.quartz.clustered", "false");
         properties.put("easy-agents.scheduler.quartz.thread-count", "2");
+        properties.put(
+            "easy-agents.scheduler.quartz.batch-trigger-acquisition-max-count", "2"
+        );
+        properties.put(
+            "easy-agents.scheduler.quartz.batch-trigger-acquisition-fire-ahead-time-window-millis",
+            "500"
+        );
         properties.put("easy-agents.scheduler.quartz.misfire-threshold-millis", "1000");
         return properties;
     }

easy-agents-search-engine/easy-agents-search-engine-lucene/src/main/java/com/easyagents/search/engine/lucene/LuceneSearcher.java

@@ -199,10 +199,13 @@ public class LuceneSearcher implements DocumentSearcher, AutoCloseable {
     @Override
     public List<Document> searchDocuments(KeywordSearchRequest request) {
         List<Document> results = new ArrayList<>();
+        if (request == null || request.getKeyword() == null || request.getKeyword().trim().isEmpty()) {
+            return results;
+        }
         try (IndexReader reader = DirectoryReader.open(directory)) {
             IndexSearcher searcher = new IndexSearcher(reader);
             Query query = buildQuery(request);
-            TopDocs topDocs = searcher.search(query, request == null ? 10 : request.getCount());
+            TopDocs topDocs = searcher.search(query, request.getCount());
             for (ScoreDoc scoreDoc : topDocs.scoreDocs) {
                 org.apache.lucene.document.Document doc = searcher.doc(scoreDoc.doc);
                 Document resultDoc = new Document();
@@ -224,29 +227,24 @@ public class LuceneSearcher implements DocumentSearcher, AutoCloseable {
         return results;
     }
 
-    Query buildQuery(KeywordSearchRequest request) {
+    Query buildQuery(KeywordSearchRequest request) throws ParseException {
-        try {
+        String escapedKeyword = QueryParser.escape(request.getKeyword());
-            String keyword = request == null ? null : request.getKeyword();
 
-            QueryParser titleQueryParser = new QueryParser("title", analyzer);
+        QueryParser titleQueryParser = new QueryParser("title", analyzer);
-            Query titleQuery = titleQueryParser.parse(keyword);
+        Query titleQuery = titleQueryParser.parse(escapedKeyword);
-            BooleanClause titleBooleanClause = new BooleanClause(titleQuery, BooleanClause.Occur.SHOULD);
+        BooleanClause titleBooleanClause = new BooleanClause(titleQuery, BooleanClause.Occur.SHOULD);
 
-            QueryParser contentQueryParser = new QueryParser("content", analyzer);
+        QueryParser contentQueryParser = new QueryParser("content", analyzer);
-            Query contentQuery = contentQueryParser.parse(keyword);
+        Query contentQuery = contentQueryParser.parse(escapedKeyword);
-            BooleanClause contentBooleanClause = new BooleanClause(contentQuery, BooleanClause.Occur.SHOULD);
+        BooleanClause contentBooleanClause = new BooleanClause(contentQuery, BooleanClause.Occur.SHOULD);
 
-            BooleanQuery.Builder builder = new BooleanQuery.Builder();
+        BooleanQuery.Builder builder = new BooleanQuery.Builder();
-            builder.add(titleBooleanClause)
+        builder.add(titleBooleanClause)
-                .add(contentBooleanClause);
+            .add(contentBooleanClause);
-            if (request != null && request.getKnowledgeId() != null && !request.getKnowledgeId().trim().isEmpty()) {
+        if (request.getKnowledgeId() != null && !request.getKnowledgeId().trim().isEmpty()) {
-                builder.add(new TermQuery(new Term(KeywordSearchMetadataKeys.KNOWLEDGE_ID, request.getKnowledgeId().trim())), BooleanClause.Occur.MUST);
+            builder.add(new TermQuery(new Term(KeywordSearchMetadataKeys.KNOWLEDGE_ID, request.getKnowledgeId().trim())), BooleanClause.Occur.MUST);
-            }
-            return builder.build();
-        } catch (ParseException e) {
-            LOG.error(e.toString(), e);
         }
-        return null;
+        return builder.build();
     }
 
     private static Analyzer createAnalyzer() {

easy-agents-search-engine/easy-agents-search-engine-lucene/src/test/java/com/easyagents/search/engine/lucene/LuceneSearcherTest.java

@@ -57,6 +57,45 @@ public class LuceneSearcherTest {
         }
     }
 
+    /**
+     * 验证用户输入中的 Lucene 特殊字符按普通文本检索。
+     *
+     * @throws Exception 临时目录或 Lucene 资源操作失败时抛出
+     */
+    @Test
+    public void shouldTreatLuceneSpecialCharactersAsPlainText() throws Exception {
+        Path tempDir = Files.createTempDirectory("lucene-searcher-special-character-test");
+        LuceneConfig config = new LuceneConfig();
+        config.setIndexDirPath(tempDir.toString());
+        try (LuceneSearcher searcher = new LuceneSearcher(config)) {
+            Document document = new Document();
+            document.setId("special-character");
+            document.setContent("A/C.\\nPLEASE");
+            Assert.assertTrue(searcher.addDocument(document));
+
+            List<Document> results = searcher.searchDocuments("A/C.\\nPLEASE", 10);
+
+            Assert.assertEquals(1, results.size());
+            Assert.assertEquals("special-character", String.valueOf(results.get(0).getId()));
+        }
+    }
+
+    /**
+     * 验证空查询直接返回空结果。
+     *
+     * @throws Exception 临时目录或 Lucene 资源操作失败时抛出
+     */
+    @Test
+    public void shouldReturnEmptyForMissingKeyword() throws Exception {
+        Path tempDir = Files.createTempDirectory("lucene-searcher-empty-keyword-test");
+        LuceneConfig config = new LuceneConfig();
+        config.setIndexDirPath(tempDir.toString());
+        try (LuceneSearcher searcher = new LuceneSearcher(config)) {
+            Assert.assertTrue(searcher.searchDocuments((KeywordSearchRequest) null).isEmpty());
+            Assert.assertTrue(searcher.searchDocuments("   ", 10).isEmpty());
+        }
+    }
+
     /**
      * 验证多个导入线程可共享同一个 IndexWriter 完成批量写入。
      *

easy-agents-store/easy-agents-store-milvus/pom.xml

@@ -25,7 +25,6 @@
         <dependency>
             <groupId>io.milvus</groupId>
             <artifactId>milvus-sdk-java</artifactId>
-            <version>2.4.1</version>
         </dependency>
         <dependency>
             <groupId>junit</groupId>

easy-agents-store/easy-agents-store-milvus/src/main/java/com/easyagents/store/milvus/MilvusClientManager.java

@@ -0,0 +1,617 @@
+/*
+ *  Copyright (c) 2023-2026, Easy-Agents (fuhai999@gmail.com).
+ *
+ *  Licensed under the Apache License, Version 2.0 (the "License");
+ *  you may not use this file except in compliance with the License.
+ */
+package com.easyagents.store.milvus;
+
+import com.easyagents.core.util.StringUtil;
+import io.grpc.Context;
+import io.milvus.pool.MilvusClientV2Pool;
+import io.milvus.pool.PoolConfig;
+import io.milvus.v2.client.ConnectConfig;
+import io.milvus.v2.client.MilvusClientV2;
+import io.milvus.v2.client.RetryConfig;
+
+import java.net.URI;
+import java.nio.charset.StandardCharsets;
+import java.security.MessageDigest;
+import java.security.NoSuchAlgorithmException;
+import java.time.Duration;
+import java.util.Collections;
+import java.util.HashSet;
+import java.util.Set;
+import java.util.concurrent.Callable;
+import java.util.concurrent.CancellationException;
+import java.util.concurrent.CompletableFuture;
+import java.util.concurrent.ConcurrentHashMap;
+import java.util.concurrent.ConcurrentMap;
+import java.util.concurrent.locks.ReentrantReadWriteLock;
+import java.util.function.Function;
+
+/**
+ * Shared Milvus client pool and collection state.
+ */
+public class MilvusClientManager implements AutoCloseable {
+
+    private static final String POOL_KEY = "default";
+    private static final RetryConfig SINGLE_ATTEMPT_RETRY_CONFIG = RetryConfig.builder()
+        .maxRetryTimes(1)
+        .retryOnRateLimit(false)
+        .maxRetryTimeoutMs(0L)
+        .build();
+
+    private final ReentrantReadWriteLock lifecycleLock = new ReentrantReadWriteLock();
+    private final Set<String> initializedCollections =
+        Collections.synchronizedSet(new HashSet<String>());
+    private final Set<String> loadedCollections =
+        Collections.synchronizedSet(new HashSet<String>());
+    private final ConcurrentMap<String, CollectionLoadTicket> collectionLoads =
+        new ConcurrentHashMap<String, CollectionLoadTicket>();
+    private final Set<Context.CancellableContext> activeContexts =
+        ConcurrentHashMap.newKeySet();
+    private final ConcurrentMap<Thread, Integer> activeOperations =
+        new ConcurrentHashMap<Thread, Integer>();
+    private volatile ManagedMilvusClientV2Pool pool;
+    private volatile String poolFingerprint;
+    private volatile long poolGeneration;
+    private volatile boolean acceptingOperations = true;
+    private volatile boolean closed;
+
+    public MilvusClientManager(MilvusVectorStoreConfig config) {
+        PoolSettings settings = PoolSettings.from(config);
+        this.pool = createPool(settings);
+        this.poolFingerprint = fingerprint(settings);
+    }
+
+    private static ManagedMilvusClientV2Pool createPool(PoolSettings settings) {
+        ConnectConfig connectConfig = buildConnectConfig(settings);
+        PoolConfig poolConfig = PoolConfig.builder()
+            .maxTotal(settings.poolMaxTotal())
+            .maxTotalPerKey(settings.poolMaxTotalPerKey())
+            .maxIdlePerKey(settings.poolMaxIdlePerKey())
+            .minIdlePerKey(settings.poolMinIdlePerKey())
+            .blockWhenExhausted(true)
+            .maxBlockWaitDuration(Duration.ofMillis(settings.poolMaxWaitMillis()))
+            .evictionPollingInterval(Duration.ofMillis(settings.poolEvictionIntervalMillis()))
+            .minEvictableIdleDuration(Duration.ofMillis(settings.poolMinEvictableIdleMillis()))
+            .testOnBorrow(true)
+            .testOnReturn(false)
+            .build();
+        try {
+            return new ManagedMilvusClientV2Pool(poolConfig, connectConfig);
+        } catch (ReflectiveOperationException exception) {
+            throw new IllegalStateException("Unable to initialize Milvus client pool", exception);
+        }
+    }
+
+    public <T> T withClient(Function<MilvusClientV2, T> operation) {
+        return withClient(null, operation);
+    }
+
+    public <T> T withClient(
+        Duration maxWait,
+        Function<MilvusClientV2, T> operation
+    ) {
+        Thread operationThread = registerActiveOperation();
+        lifecycleLock.readLock().lock();
+        try {
+            ManagedMilvusClientV2Pool currentPool = requireOpenPool();
+            MilvusClientV2 client = maxWait == null
+                ? currentPool.getClient(POOL_KEY)
+                : currentPool.getClient(POOL_KEY, maxWait);
+            if (client == null) {
+                throw new IllegalStateException(
+                    "Milvus client pool is exhausted or unavailable"
+                );
+            }
+            Throwable operationFailure = null;
+            try {
+                client.retryConfig(SINGLE_ATTEMPT_RETRY_CONFIG);
+                Context.CancellableContext operationContext =
+                    Context.current().withCancellation();
+                try {
+                    return withRequestContext(operationContext,
+                        () -> operation.apply(client));
+                } catch (RuntimeException | Error exception) {
+                    throw exception;
+                } catch (Exception exception) {
+                    throw new IllegalStateException(
+                        "Milvus client operation failed", exception);
+                } finally {
+                    operationContext.cancel(null);
+                }
+            } catch (RuntimeException | Error exception) {
+                operationFailure = exception;
+                throw exception;
+            } finally {
+                RuntimeException cleanupFailure = null;
+                try {
+                    releaseClient(currentPool, client);
+                } catch (RuntimeException exception) {
+                    cleanupFailure = exception;
+                }
+                if (cleanupFailure != null) {
+                    if (operationFailure == null) {
+                        throw cleanupFailure;
+                    }
+                    operationFailure.addSuppressed(cleanupFailure);
+                }
+            }
+        } finally {
+            unregisterActiveOperation(operationThread);
+            lifecycleLock.readLock().unlock();
+        }
+    }
+
+    private Thread registerActiveOperation() {
+        ensureAcceptingOperations();
+        Thread currentThread = Thread.currentThread();
+        activeOperations.merge(currentThread, 1, Integer::sum);
+        if (!acceptingOperations) {
+            unregisterActiveOperation(currentThread);
+            ensureAcceptingOperations();
+        }
+        return currentThread;
+    }
+
+    private void unregisterActiveOperation(Thread operationThread) {
+        activeOperations.computeIfPresent(operationThread,
+            (thread, depth) -> depth <= 1 ? null : depth - 1);
+    }
+
+    private void releaseClient(
+        ManagedMilvusClientV2Pool currentPool,
+        MilvusClientV2 client
+    ) {
+        RuntimeException readinessFailure = null;
+        boolean reusable = false;
+        try {
+            reusable = client.clientIsReady();
+        } catch (RuntimeException exception) {
+            readinessFailure = exception;
+        }
+        try {
+            if (reusable) {
+                currentPool.returnClient(POOL_KEY, client);
+            } else {
+                discardFailedClient(currentPool, client);
+            }
+        } catch (RuntimeException cleanupFailure) {
+            if (readinessFailure == null) {
+                throw cleanupFailure;
+            }
+            readinessFailure.addSuppressed(cleanupFailure);
+        }
+        if (readinessFailure != null) {
+            throw readinessFailure;
+        }
+    }
+
+    <T> T withRequestContext(
+        Context.CancellableContext context,
+        Callable<T> operation
+    ) throws Exception {
+        ensureAcceptingOperations();
+        activeContexts.add(context);
+        if (!acceptingOperations) {
+            activeContexts.remove(context);
+            context.cancel(new CancellationException(
+                "Milvus client pool is unavailable"));
+            ensureAcceptingOperations();
+        }
+        try {
+            return context.call(operation);
+        } finally {
+            activeContexts.remove(context);
+        }
+    }
+
+    private void discardFailedClient(
+        ManagedMilvusClientV2Pool currentPool,
+        MilvusClientV2 client
+    ) {
+        RuntimeException cleanupFailure = null;
+        try {
+            currentPool.invalidateClient(POOL_KEY, client);
+        } catch (RuntimeException exception) {
+            cleanupFailure = exception;
+        }
+        if (cleanupFailure != null) {
+            throw cleanupFailure;
+        }
+    }
+
+    /**
+     * Rebuilds the pool when connection or pool settings change.
+     * Active operations are cancelled before the old pool is closed.
+     *
+     * @return true when a new pool was installed
+     */
+    public synchronized boolean reconfigureIfNeeded(MilvusVectorStoreConfig config) {
+        PoolSettings nextSettings = PoolSettings.from(config);
+        String nextFingerprint = fingerprint(nextSettings);
+        if (nextFingerprint.equals(poolFingerprint)) {
+            return false;
+        }
+        acceptingOperations = false;
+        cancelActiveContexts("Milvus client pool is reconfiguring");
+        interruptActiveOperations();
+        lifecycleLock.writeLock().lock();
+        try {
+            if (closed) {
+                throw new IllegalStateException("Milvus client pool is closed");
+            }
+            if (nextFingerprint.equals(poolFingerprint)) {
+                return false;
+            }
+            ManagedMilvusClientV2Pool replacement = createPool(nextSettings);
+            ManagedMilvusClientV2Pool previous = pool;
+            pool = replacement;
+            poolFingerprint = nextFingerprint;
+            poolGeneration++;
+            initializedCollections.clear();
+            loadedCollections.clear();
+            failCollectionLoads("Milvus client pool was reconfigured");
+            if (previous != null) {
+                previous.close();
+            }
+            return true;
+        } finally {
+            lifecycleLock.writeLock().unlock();
+            if (!closed) {
+                acceptingOperations = true;
+            }
+        }
+    }
+
+    boolean isCollectionInitialized(String collectionName) {
+        return initializedCollections.contains(collectionName);
+    }
+
+    Object initializedCollectionsLock() {
+        return initializedCollections;
+    }
+
+    void markCollectionInitialized(String collectionName) {
+        initializedCollections.add(collectionName);
+    }
+
+    boolean isCollectionLoaded(String collectionName) {
+        return loadedCollections.contains(collectionName);
+    }
+
+    void markCollectionLoaded(String collectionName) {
+        loadedCollections.add(collectionName);
+    }
+
+    void markCollectionUnloaded(String collectionName) {
+        loadedCollections.remove(collectionName);
+    }
+
+    CollectionLoadTicket beginCollectionLoad(String collectionName) {
+        ensureAcceptingOperations();
+        lifecycleLock.readLock().lock();
+        try {
+            requireOpenPool();
+            CollectionLoadTicket candidate = new CollectionLoadTicket(
+                collectionName,
+                poolGeneration,
+                new CompletableFuture<Void>(),
+                true
+            );
+            CollectionLoadTicket existing = collectionLoads.putIfAbsent(
+                collectionName, candidate);
+            return existing == null ? candidate : existing.asFollower();
+        } finally {
+            lifecycleLock.readLock().unlock();
+        }
+    }
+
+    void completeCollectionLoad(CollectionLoadTicket ticket) {
+        lifecycleLock.readLock().lock();
+        try {
+            requireOpenPool();
+            if (ticket.generation != poolGeneration) {
+                throw new IllegalStateException(
+                    "Milvus client pool changed while loading collection: "
+                        + ticket.collectionName
+                );
+            }
+            loadedCollections.add(ticket.collectionName);
+            ticket.completion.complete(null);
+        } finally {
+            lifecycleLock.readLock().unlock();
+        }
+    }
+
+    void failCollectionLoad(
+        CollectionLoadTicket ticket,
+        Throwable failure,
+        boolean retryableForFollowers
+    ) {
+        if (retryableForFollowers && ticket.leader) {
+            collectionLoads.remove(ticket.collectionName, ticket);
+        }
+        Throwable sharedFailure = retryableForFollowers
+            ? new RetryableCollectionLoadException(failure)
+            : failure;
+        ticket.completion.completeExceptionally(sharedFailure);
+    }
+
+    void endCollectionLoad(CollectionLoadTicket ticket) {
+        if (ticket.leader) {
+            collectionLoads.remove(ticket.collectionName, ticket);
+        }
+    }
+
+    public int getActiveClientCount() {
+        lifecycleLock.readLock().lock();
+        try {
+            return requireOpenPool().getTotalActiveClientNumber();
+        } finally {
+            lifecycleLock.readLock().unlock();
+        }
+    }
+
+    public int getIdleClientCount() {
+        lifecycleLock.readLock().lock();
+        try {
+            return requireOpenPool().getTotalIdleClientNumber();
+        } finally {
+            lifecycleLock.readLock().unlock();
+        }
+    }
+
+    @Override
+    public synchronized void close() {
+        if (closed) {
+            return;
+        }
+        acceptingOperations = false;
+        closed = true;
+        cancelActiveContexts("Milvus client pool is closing");
+        interruptActiveOperations();
+        lifecycleLock.writeLock().lock();
+        try {
+            initializedCollections.clear();
+            loadedCollections.clear();
+            poolGeneration++;
+            failCollectionLoads("Milvus client pool was closed");
+            ManagedMilvusClientV2Pool currentPool = pool;
+            pool = null;
+            poolFingerprint = null;
+            if (currentPool != null) {
+                currentPool.close();
+            }
+        } finally {
+            lifecycleLock.writeLock().unlock();
+        }
+    }
+
+    private ManagedMilvusClientV2Pool requireOpenPool() {
+        ManagedMilvusClientV2Pool currentPool = pool;
+        if (closed || currentPool == null) {
+            throw new IllegalStateException("Milvus client pool is closed");
+        }
+        return currentPool;
+    }
+
+    boolean isClosed() {
+        return closed;
+    }
+
+    private void ensureAcceptingOperations() {
+        if (!acceptingOperations) {
+            throw new IllegalStateException(closed
+                ? "Milvus client pool is closed"
+                : "Milvus client pool is reconfiguring");
+        }
+    }
+
+    private void failCollectionLoads(String message) {
+        IllegalStateException failure = new IllegalStateException(message);
+        for (CollectionLoadTicket ticket : collectionLoads.values()) {
+            ticket.completion.completeExceptionally(failure);
+        }
+        collectionLoads.clear();
+    }
+
+    private void cancelActiveContexts(String message) {
+        for (Context.CancellableContext context : activeContexts) {
+            context.cancel(new CancellationException(message));
+        }
+    }
+
+    private void interruptActiveOperations() {
+        Thread currentThread = Thread.currentThread();
+        for (Thread operationThread : activeOperations.keySet()) {
+            if (operationThread != currentThread) {
+                operationThread.interrupt();
+            }
+        }
+    }
+
+    private static String fingerprint(PoolSettings settings) {
+        String value = String.join("\u0000",
+            String.valueOf(settings.uri()),
+            String.valueOf(settings.databaseName()),
+            String.valueOf(settings.token()),
+            String.valueOf(settings.username()),
+            String.valueOf(settings.password()),
+            String.valueOf(settings.poolMaxTotal()),
+            String.valueOf(settings.poolMaxTotalPerKey()),
+            String.valueOf(settings.poolMaxIdlePerKey()),
+            String.valueOf(settings.poolMinIdlePerKey()),
+            String.valueOf(settings.poolMaxWaitMillis()),
+            String.valueOf(settings.poolEvictionIntervalMillis()),
+            String.valueOf(settings.poolMinEvictableIdleMillis())
+        );
+        try {
+            byte[] digest = MessageDigest.getInstance("SHA-256")
+                .digest(value.getBytes(StandardCharsets.UTF_8));
+            StringBuilder result = new StringBuilder(digest.length * 2);
+            for (byte item : digest) {
+                result.append(String.format("%02x", item & 0xff));
+            }
+            return result.toString();
+        } catch (NoSuchAlgorithmException exception) {
+            throw new IllegalStateException("SHA-256 is unavailable", exception);
+        }
+    }
+
+    static ConnectConfig buildConnectConfig(MilvusVectorStoreConfig config) {
+        return buildConnectConfig(PoolSettings.from(config));
+    }
+
+    private static ConnectConfig buildConnectConfig(PoolSettings settings) {
+        String uri = normalizeAndValidateUri(settings.uri());
+        String databaseName = StringUtil.hasText(settings.databaseName())
+            ? settings.databaseName().trim()
+            : "default";
+        ConnectConfig.ConnectConfigBuilder<?, ?> builder = ConnectConfig.builder()
+            .uri(uri)
+            .dbName(databaseName);
+        if (StringUtil.hasText(settings.token())) {
+            builder.token(settings.token().trim());
+        }
+        if (StringUtil.hasText(settings.username()) && StringUtil.hasText(settings.password())) {
+            builder.username(settings.username().trim());
+            builder.password(settings.password().trim());
+        }
+        return builder.build();
+    }
+
+    private record PoolSettings(
+        String uri,
+        String databaseName,
+        String token,
+        String username,
+        String password,
+        int poolMaxTotal,
+        int poolMaxTotalPerKey,
+        int poolMaxIdlePerKey,
+        int poolMinIdlePerKey,
+        long poolMaxWaitMillis,
+        long poolEvictionIntervalMillis,
+        long poolMinEvictableIdleMillis
+    ) {
+        private static PoolSettings from(MilvusVectorStoreConfig config) {
+            return new PoolSettings(
+                config.getUri(),
+                config.getDatabaseName(),
+                config.getToken(),
+                config.getUsername(),
+                config.getPassword(),
+                config.getPoolMaxTotal(),
+                config.getPoolMaxTotalPerKey(),
+                config.getPoolMaxIdlePerKey(),
+                config.getPoolMinIdlePerKey(),
+                config.getPoolMaxWaitMillis(),
+                config.getPoolEvictionIntervalMillis(),
+                config.getPoolMinEvictableIdleMillis()
+            );
+        }
+    }
+
+    private static final class ManagedMilvusClientV2Pool extends MilvusClientV2Pool {
+
+        private ManagedMilvusClientV2Pool(
+            PoolConfig poolConfig,
+            ConnectConfig connectConfig
+        ) throws ClassNotFoundException, NoSuchMethodException {
+            super(poolConfig, connectConfig);
+        }
+
+        private void invalidateClient(String key, MilvusClientV2 client) {
+            try {
+                clientPool.invalidateObject(key, client);
+            } catch (Exception exception) {
+                throw new IllegalStateException("Unable to invalidate Milvus client", exception);
+            }
+        }
+
+        private MilvusClientV2 getClient(String key, Duration maxWait) {
+            if (maxWait == null || maxWait.isZero() || maxWait.isNegative()) {
+                throw new IllegalArgumentException("maxWait must be greater than zero");
+            }
+            try {
+                long waitMillis = Math.max(1L, maxWait.toMillis());
+                return clientPool.borrowObject(key, waitMillis);
+            } catch (InterruptedException exception) {
+                Thread.currentThread().interrupt();
+                throw new IllegalStateException(
+                    "Interrupted while waiting for a Milvus client", exception);
+            } catch (Exception exception) {
+                throw new IllegalStateException(
+                    "Unable to borrow a Milvus client", exception);
+            }
+        }
+    }
+
+    static final class CollectionLoadTicket {
+
+        private final String collectionName;
+        private final long generation;
+        private final CompletableFuture<Void> completion;
+        private final boolean leader;
+
+        private CollectionLoadTicket(
+            String collectionName,
+            long generation,
+            CompletableFuture<Void> completion,
+            boolean leader
+        ) {
+            this.collectionName = collectionName;
+            this.generation = generation;
+            this.completion = completion;
+            this.leader = leader;
+        }
+
+        boolean isLeader() {
+            return leader;
+        }
+
+        CompletableFuture<Void> completion() {
+            return completion;
+        }
+
+        private CollectionLoadTicket asFollower() {
+            return new CollectionLoadTicket(
+                collectionName, generation, completion, false);
+        }
+    }
+
+    static final class RetryableCollectionLoadException
+        extends RuntimeException {
+
+        private RetryableCollectionLoadException(Throwable cause) {
+            super("The collection load leader exhausted its local budget", cause);
+        }
+    }
+
+    static String normalizeAndValidateUri(String uri) {
+        if (StringUtil.noText(uri)) {
+            throw new IllegalArgumentException(
+                "Milvus uri is required. Example: http://127.0.0.1:19530"
+            );
+        }
+        String normalized = uri.trim();
+        if (!normalized.contains("://")) {
+            normalized = "http://" + normalized;
+        }
+        try {
+            URI parsed = URI.create(normalized);
+            if (StringUtil.noText(parsed.getHost()) || parsed.getPort() <= 0) {
+                throw new IllegalArgumentException("Invalid Milvus uri: " + uri);
+            }
+        } catch (IllegalArgumentException exception) {
+            throw new IllegalArgumentException(
+                "Invalid Milvus uri: " + uri + ". Example: http://127.0.0.1:19530",
+                exception
+            );
+        }
+        return normalized;
+    }
+}

easy-agents-store/easy-agents-store-milvus/src/main/java/com/easyagents/store/milvus/MilvusVectorStore.java

@@ -15,34 +15,45 @@
  */
 package com.easyagents.store.milvus;
 
-import com.alibaba.fastjson.JSON;
+import com.google.gson.Gson;
-import com.alibaba.fastjson.JSONObject;
+import com.google.gson.JsonObject;
 import com.easyagents.core.document.Document;
 import com.easyagents.core.store.DocumentStore;
 import com.easyagents.core.store.SearchWrapper;
 import com.easyagents.core.store.StoreOptions;
 import com.easyagents.core.store.StoreResult;
+import com.easyagents.core.store.StoreTimeoutException;
 import com.easyagents.core.util.CollectionUtil;
 import com.easyagents.core.util.Maps;
 import com.easyagents.core.util.StringUtil;
-import io.milvus.v2.client.ConnectConfig;
+import io.grpc.Context;
+import io.grpc.Status;
 import io.milvus.v2.client.MilvusClientV2;
 import io.milvus.v2.common.ConsistencyLevel;
 import io.milvus.v2.common.DataType;
 import io.milvus.v2.common.IndexParam;
-import io.milvus.v2.exception.MilvusClientException;
 import io.milvus.v2.service.collection.request.CreateCollectionReq;
 import io.milvus.v2.service.collection.request.GetLoadStateReq;
 import io.milvus.v2.service.collection.request.HasCollectionReq;
 import io.milvus.v2.service.collection.request.LoadCollectionReq;
 import io.milvus.v2.service.vector.request.*;
+import io.milvus.v2.service.vector.request.data.FloatVec;
 import io.milvus.v2.service.vector.response.QueryResp;
 import io.milvus.v2.service.vector.response.SearchResp;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
-import java.net.URI;
+import java.time.Duration;
 import java.util.*;
+import java.util.concurrent.CancellationException;
+import java.util.concurrent.CompletableFuture;
+import java.util.concurrent.ExecutionException;
+import java.util.concurrent.Executors;
+import java.util.concurrent.ScheduledExecutorService;
+import java.util.concurrent.ThreadFactory;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.TimeoutException;
+import java.util.function.Function;
 
 /**
  * Milvus vector store based on Milvus Java SDK v2.
@@ -52,63 +63,74 @@ public class MilvusVectorStore extends DocumentStore implements AutoCloseable {
     private static final Logger LOG = LoggerFactory.getLogger(MilvusVectorStore.class);
     private static final long LOAD_TIMEOUT_MS = 30_000L;
     private static final long LOAD_POLL_INTERVAL_MS = 200L;
+    private static final long DEADLINE_SAFETY_MARGIN_MS = 200L;
+    private static final ScheduledExecutorService DEADLINE_SCHEDULER =
+        Executors.newSingleThreadScheduledExecutor(new ThreadFactory() {
+            @Override
+            public Thread newThread(Runnable runnable) {
+                Thread thread = new Thread(runnable, "milvus-deadline");
+                thread.setDaemon(true);
+                return thread;
+            }
+        });
 
     private static final String FIELD_ID = "id";
     private static final String FIELD_CONTENT = "content";
     private static final String FIELD_METADATA = "metadata";
     private static final String FIELD_VECTOR = "vector";
 
-    private final MilvusClientV2 client;
+    private static final Gson GSON = new Gson();
+
+    private final MilvusClientManager clientManager;
     private final MilvusVectorStoreConfig config;
     private final String defaultCollectionName;
-    private final Set<String> initializedCollections = Collections.synchronizedSet(new HashSet<String>());
+    private final boolean ownsClientManager;
-    private final Set<String> loadedCollections = Collections.synchronizedSet(new HashSet<String>());
+    private volatile MilvusClientV2 compatibilityClient;
+    private volatile boolean closed;
 
     public MilvusVectorStore(MilvusVectorStoreConfig config) {
-        this.config = config;
+        this(config, createOwnedClientManager(config), true);
-        this.defaultCollectionName = config.getDefaultCollectionName();
-        String uri = normalizeAndValidateUri(config.getUri());
-        String dbName = StringUtil.hasText(config.getDatabaseName()) ? config.getDatabaseName().trim() : "default";
-
-        ConnectConfig.ConnectConfigBuilder<?, ?> builder = ConnectConfig.builder()
-            .uri(uri)
-            .dbName(dbName);
-
-        if (StringUtil.hasText(config.getToken())) {
-            builder.token(config.getToken().trim());
-        }
-
-        if (StringUtil.hasText(config.getUsername()) && StringUtil.hasText(config.getPassword())) {
-            builder.username(config.getUsername().trim());
-            builder.password(config.getPassword().trim());
-        }
-
-        ConnectConfig connectConfig = builder.build();
-        this.client = new MilvusClientV2(connectConfig);
     }
 
-    private String normalizeAndValidateUri(String uri) {
+    public MilvusVectorStore(
-        if (StringUtil.noText(uri)) {
+        MilvusVectorStoreConfig config,
-            throw new IllegalArgumentException("Milvus uri is required. Example: http://127.0.0.1:19530");
+        MilvusClientManager clientManager
-        }
+    ) {
+        this(config, clientManager, false);
+    }
 
-        String normalized = uri.trim();
+    private MilvusVectorStore(
-        if (!normalized.contains("://")) {
+        MilvusVectorStoreConfig config,
-            normalized = "http://" + normalized;
+        MilvusClientManager clientManager,
-        }
+        boolean ownsClientManager
+    ) {
+        validateConfig(config);
+        this.config = config;
+        this.defaultCollectionName = config.getDefaultCollectionName();
+        this.clientManager = Objects.requireNonNull(clientManager, "clientManager");
+        this.ownsClientManager = ownsClientManager;
+    }
 
-        URI parsed;
+    private static MilvusClientManager createOwnedClientManager(
-        try {
+        MilvusVectorStoreConfig config
-            parsed = URI.create(normalized);
+    ) {
-        } catch (Exception e) {
+        validateConfig(config);
-            throw new IllegalArgumentException("Invalid Milvus uri: " + uri + ". Example: http://127.0.0.1:19530", e);
+        return new MilvusClientManager(config);
-        }
+    }
 
-        if (StringUtil.noText(parsed.getHost()) || parsed.getPort() <= 0) {
+    private static void validateConfig(MilvusVectorStoreConfig config) {
-            throw new IllegalArgumentException("Invalid Milvus uri: " + uri + ". Example: http://127.0.0.1:19530");
+        Objects.requireNonNull(config, "config");
+        if (config.getSearchTimeoutMillis() <= DEADLINE_SAFETY_MARGIN_MS) {
+            throw new IllegalArgumentException(
+                "Milvus searchTimeoutMillis must be greater than "
+                    + DEADLINE_SAFETY_MARGIN_MS
+            );
+        }
+        if (config.getPoolMaxWaitMillis() <= 0L) {
+            throw new IllegalArgumentException(
+                "Milvus poolMaxWaitMillis must be greater than zero"
+            );
         }
-
-        return normalized;
     }
 
     @Override
@@ -121,22 +143,25 @@ public class MilvusVectorStore extends DocumentStore implements AutoCloseable {
             throw new IllegalStateException("CollectionName is null or blank. please config the \"defaultCollectionName\" or store with designative collectionName.");
         }
 
-        int dimension = getDimension(documents);
-        ensureCollectionExists(collectionName, dimension);
-
         try {
-            InsertReq.InsertReqBuilder<?, ?> builder = InsertReq.builder();
+            int dimension = getDimension(documents);
-            if (StringUtil.hasText(options.getPartitionName())) {
+            clientManager.withClient(client -> {
-                builder.partitionName(options.getPartitionName());
+                ensureCollectionExists(client, collectionName, dimension);
-            }
+                InsertReq.InsertReqBuilder<?, ?> builder = InsertReq.builder();
-            InsertReq insertReq = builder
+                if (StringUtil.hasText(options.getPartitionName())) {
-                .collectionName(collectionName)
+                    builder.partitionName(options.getPartitionName());
-                .data(toMilvusDocuments(documents))
+                }
-                .build();
+                client.insert(builder
-            client.insert(insertReq);
+                    .collectionName(collectionName)
+                    .data(toMilvusDocuments(documents))
+                    .build());
+                return null;
+            });
             return StoreResult.successWithIds(documents);
-        } catch (MilvusClientException e) {
+        } catch (RuntimeException e) {
-            return StoreResult.fail();
+            LOG.error("Milvus insert failed. collection={}, message={}",
+                collectionName, e.getMessage(), e);
+            return StoreResult.fail(e.getMessage());
         }
     }
 
@@ -159,7 +184,10 @@ public class MilvusVectorStore extends DocumentStore implements AutoCloseable {
                 .collectionName(collectionName)
                 .ids(MilvusPrimaryKeySupport.normalize(ids))
                 .build();
-            client.delete(deleteReq);
+            clientManager.withClient(client -> {
+                client.delete(deleteReq);
+                return null;
+            });
             return StoreResult.success();
         } catch (Exception e) {
             LOG.error("Milvus delete failed. collection={}, message={}",
@@ -178,19 +206,22 @@ public class MilvusVectorStore extends DocumentStore implements AutoCloseable {
             throw new IllegalStateException("CollectionName is null or blank. please config the \"defaultCollectionName\" or store with designative collectionName.");
         }
 
-        int dimension = getDimension(documents);
-        ensureCollectionExists(collectionName, dimension);
-
         try {
-            UpsertReq upsertReq = UpsertReq.builder()
+            int dimension = getDimension(documents);
-                .collectionName(collectionName)
+            clientManager.withClient(client -> {
-                .partitionName(options.getPartitionName())
+                ensureCollectionExists(client, collectionName, dimension);
-                .data(toMilvusDocuments(documents))
+                client.upsert(UpsertReq.builder()
-                .build();
+                    .collectionName(collectionName)
-            client.upsert(upsertReq);
+                    .partitionName(options.getPartitionName())
+                    .data(toMilvusDocuments(documents))
+                    .build());
+                return null;
+            });
             return StoreResult.successWithIds(documents);
         } catch (Exception e) {
-            return StoreResult.fail();
+            LOG.error("Milvus upsert failed. collection={}, message={}",
+                collectionName, e.getMessage(), e);
+            return StoreResult.fail(e.getMessage());
         }
     }
 
@@ -200,56 +231,104 @@ public class MilvusVectorStore extends DocumentStore implements AutoCloseable {
         if (StringUtil.noText(collectionName)) {
             throw new IllegalStateException("CollectionName is null or blank. please config the \"defaultCollectionName\" or store with designative collectionName.");
         }
-        ensureCollectionLoaded(collectionName);
+        long timeoutMillis = resolveSearchTimeoutMillis(options);
+        long rpcBudgetMillis = timeoutMillis - DEADLINE_SAFETY_MARGIN_MS;
+        long deadlineNanos = deadlineAfterMillis(rpcBudgetMillis);
+        Context.CancellableContext context = Context.current().withDeadlineAfter(
+            rpcBudgetMillis, TimeUnit.MILLISECONDS, DEADLINE_SCHEDULER);
+        try {
+            return clientManager.withRequestContext(context, () ->
+                searchWithinDeadline(
+                    wrapper, options, collectionName, deadlineNanos));
+        } catch (RuntimeException exception) {
+            if (!(exception instanceof StoreTimeoutException)
+                && deadlineExpired(deadlineNanos, exception)) {
+                throw timeoutException(collectionName, exception);
+            }
+            throw exception;
+        } catch (Exception exception) {
+            throw new IllegalStateException("Milvus search failed", exception);
+        } finally {
+            context.cancel(null);
+        }
+    }
 
+    private List<Document> searchWithinDeadline(
+        SearchWrapper wrapper,
+        StoreOptions options,
+        String collectionName,
+        long deadlineNanos
+    ) {
+        String operation = wrapper.getVector() == null
+            || wrapper.getVector().length == 0
+            ? "query"
+            : "search";
+        ensureCollectionLoaded(collectionName, deadlineNanos);
+        try {
+            return searchOnce(wrapper, options, collectionName, deadlineNanos);
+        } catch (RuntimeException exception) {
+            if (!isCollectionNotLoaded(exception)) {
+                throw propagateSearchFailure(
+                    operation, collectionName, exception);
+            }
+            clientManager.markCollectionUnloaded(collectionName);
+            try {
+                ensureCollectionLoaded(collectionName, deadlineNanos);
+                return searchOnce(
+                    wrapper, options, collectionName, deadlineNanos);
+            } catch (RuntimeException retryException) {
+                retryException.addSuppressed(exception);
+                throw propagateSearchFailure(
+                    operation, collectionName, retryException);
+            }
+        }
+    }
+
+    private List<Document> searchOnce(
+        SearchWrapper wrapper,
+        StoreOptions options,
+        String collectionName,
+        long deadlineNanos
+    ) {
         if (wrapper.getVector() == null || wrapper.getVector().length == 0) {
-            return queryByCondition(wrapper, options, collectionName);
+            return queryByCondition(
+                wrapper, options, collectionName, deadlineNanos);
         }
-        return searchByVector(wrapper, options, collectionName);
+        return searchByVector(wrapper, options, collectionName, deadlineNanos);
     }
 
-    private List<Document> searchByVector(SearchWrapper wrapper, StoreOptions options, String collectionName) {
+    private List<Document> searchByVector(
+        SearchWrapper wrapper,
+        StoreOptions options,
+        String collectionName,
+        long deadlineNanos
+    ) {
         SearchReq searchReq = buildSearchReq(wrapper, options, collectionName);
-        try {
+        SearchResp resp = withClientBeforeDeadline(
-            SearchResp resp = client.search(searchReq);
+            deadlineNanos, client -> client.search(searchReq));
-            return parseSearchResults(resp, wrapper.getMinScore());
+        return parseSearchResults(resp, wrapper.getMinScore());
-        } catch (Exception e) {
-            if (isCollectionNotLoaded(e)) {
-                loadedCollections.remove(collectionName);
-                try {
-                    ensureCollectionLoaded(collectionName);
-                    SearchResp retryResp = client.search(searchReq);
-                    return parseSearchResults(retryResp, wrapper.getMinScore());
-                } catch (Exception retryException) {
-                    LOG.warn("Milvus search retry failed after load. collection={}, message={}", collectionName, retryException.getMessage());
-                    return Collections.emptyList();
-                }
-            }
-            LOG.warn("Milvus search failed. collection={}, message={}", collectionName, e.getMessage());
-            return Collections.emptyList();
-        }
     }
 
-    private List<Document> queryByCondition(SearchWrapper wrapper, StoreOptions options, String collectionName) {
+    private List<Document> queryByCondition(
+        SearchWrapper wrapper,
+        StoreOptions options,
+        String collectionName,
+        long deadlineNanos
+    ) {
         QueryReq queryReq = buildQueryReq(wrapper, options, collectionName);
-        try {
+        QueryResp resp = withClientBeforeDeadline(
-            QueryResp resp = client.query(queryReq);
+            deadlineNanos, client -> client.query(queryReq));
-            return parseQueryResults(resp);
+        return parseQueryResults(resp);
-        } catch (Exception e) {
+    }
-            if (isCollectionNotLoaded(e)) {
+
-                loadedCollections.remove(collectionName);
+    private RuntimeException propagateSearchFailure(
-                try {
+        String operation,
-                    ensureCollectionLoaded(collectionName);
+        String collectionName,
-                    QueryResp retryResp = client.query(queryReq);
+        RuntimeException exception
-                    return parseQueryResults(retryResp);
+    ) {
-                } catch (Exception retryException) {
+        LOG.error("Milvus {} failed. collection={}, message={}",
-                    LOG.warn("Milvus query retry failed after load. collection={}, message={}", collectionName, retryException.getMessage());
+            operation, collectionName, exception.getMessage(), exception);
-                    return Collections.emptyList();
+        return exception;
-                }
-            }
-            LOG.warn("Milvus query failed. collection={}, message={}", collectionName, e.getMessage());
-            return Collections.emptyList();
-        }
     }
 
     private SearchReq buildSearchReq(SearchWrapper wrapper, StoreOptions options, String collectionName) {
@@ -259,7 +338,7 @@ public class MilvusVectorStore extends DocumentStore implements AutoCloseable {
             .outputFields(getOutputFields(wrapper))
             .topK(wrapper.getMaxResults())
             .annsField(FIELD_VECTOR)
-            .data(Collections.singletonList(toFloatList(wrapper.getVector())))
+            .data(Collections.singletonList(new FloatVec(wrapper.getVector())))
             .searchParams(Maps.of("ef", 64));
 
         if (CollectionUtil.hasItems(options.getPartitionNamesOrEmpty())) {
@@ -305,11 +384,7 @@ public class MilvusVectorStore extends DocumentStore implements AutoCloseable {
                     continue;
                 }
                 document.setId(result.getId());
-                Float distance = result.getDistance();
+                document.setScore(normalizeScore(result.getScore()));
-                if (distance != null) {
-                    double score = (distance + 1.0d) / 2.0d;
-                    document.setScore(score);
-                }
                 if (minScore == null || document.getScore() == null || document.getScore() >= minScore) {
                     documents.add(document);
                 }
@@ -318,6 +393,10 @@ public class MilvusVectorStore extends DocumentStore implements AutoCloseable {
         return documents;
     }
 
+    static Double normalizeScore(Float rawScore) {
+        return rawScore == null ? null : (rawScore + 1.0d) / 2.0d;
+    }
+
     private List<Document> parseQueryResults(QueryResp resp) {
         List<QueryResp.QueryResult> results = resp.getQueryResults();
         if (CollectionUtil.noItems(results)) {
@@ -360,22 +439,28 @@ public class MilvusVectorStore extends DocumentStore implements AutoCloseable {
             document.addMetadata(metadata);
         } else if (metadataObj != null) {
             @SuppressWarnings("unchecked")
-            Map<String, Object> metadata = JSON.parseObject(JSON.toJSONString(metadataObj), Map.class);
+            Map<String, Object> metadata = GSON.fromJson(
+                GSON.toJsonTree(metadataObj),
+                Map.class
+            );
             document.addMetadata(metadata);
         }
 
         return document;
     }
 
-    private List<JSONObject> toMilvusDocuments(List<Document> documents) {
+    List<JsonObject> toMilvusDocuments(List<Document> documents) {
-        List<JSONObject> rows = new ArrayList<JSONObject>(documents.size());
+        List<JsonObject> rows = new ArrayList<JsonObject>(documents.size());
         for (Document doc : documents) {
-            JSONObject row = new JSONObject();
+            JsonObject row = new JsonObject();
-            row.put(FIELD_ID, String.valueOf(doc.getId()));
+            row.addProperty(FIELD_ID, String.valueOf(doc.getId()));
-            row.put(FIELD_CONTENT, doc.getContent());
+            row.addProperty(FIELD_CONTENT, doc.getContent());
-            row.put(FIELD_VECTOR, toFloatList(doc.getVector()));
+            row.add(FIELD_VECTOR, GSON.toJsonTree(toFloatList(doc.getVector())));
             Map<String, Object> metadatas = doc.getMetadataMap();
-            row.put(FIELD_METADATA, metadatas == null ? new JSONObject() : new JSONObject(metadatas));
+            row.add(
+                FIELD_METADATA,
+                metadatas == null ? new JsonObject() : GSON.toJsonTree(metadatas)
+            );
             rows.add(row);
         }
         return rows;
@@ -413,67 +498,175 @@ public class MilvusVectorStore extends DocumentStore implements AutoCloseable {
         throw new IllegalStateException("Unable to determine vector dimension for Milvus collection.");
     }
 
-    private void ensureCollectionExists(String collectionName, int dimension) {
+    private void ensureCollectionExists(
-        if (initializedCollections.contains(collectionName)) {
+        MilvusClientV2 client,
+        String collectionName,
+        int dimension
+    ) {
+        if (clientManager.isCollectionInitialized(collectionName)) {
             return;
         }
-        synchronized (initializedCollections) {
+        synchronized (clientManager.initializedCollectionsLock()) {
-            if (initializedCollections.contains(collectionName)) {
+            if (clientManager.isCollectionInitialized(collectionName)) {
                 return;
             }
             Boolean exists = client.hasCollection(HasCollectionReq.builder().collectionName(collectionName).build());
             if (Boolean.TRUE.equals(exists)) {
-                initializedCollections.add(collectionName);
+                clientManager.markCollectionInitialized(collectionName);
                 return;
             }
             if (!config.isAutoCreateCollection()) {
                 throw new IllegalStateException("Milvus collection not found and autoCreateCollection is disabled: " + collectionName);
             }
-            createCollection(collectionName, dimension);
+            createCollection(client, collectionName, dimension);
-            initializedCollections.add(collectionName);
+            clientManager.markCollectionInitialized(collectionName);
         }
     }
 
-    private void ensureCollectionLoaded(String collectionName) {
+    private void ensureCollectionLoaded(
-        if (loadedCollections.contains(collectionName)) {
+        String collectionName,
-            return;
+        long deadlineNanos
-        }
+    ) {
-        synchronized (loadedCollections) {
+        while (!clientManager.isCollectionLoaded(collectionName)) {
-            if (loadedCollections.contains(collectionName)) {
+            MilvusClientManager.CollectionLoadTicket ticket =
-                return;
+                clientManager.beginCollectionLoad(collectionName);
+            if (!ticket.isLeader()) {
+                if (awaitCollectionLoad(
+                    ticket, collectionName, deadlineNanos)) {
+                    return;
+                }
+                continue;
             }
-            boolean loaded = false;
             try {
-                loaded = Boolean.TRUE.equals(client.getLoadState(GetLoadStateReq.builder().collectionName(collectionName).build()));
+                if (clientManager.isCollectionLoaded(collectionName)) {
-            } catch (Exception e) {
+                    clientManager.completeCollectionLoad(ticket);
-                LOG.warn("Milvus getLoadState failed. collection={}, message={}", collectionName, e.getMessage());
+                    return;
+                }
+                withClientBeforeDeadline(deadlineNanos, client -> {
+                    boolean loaded = Boolean.TRUE.equals(client.getLoadState(
+                        GetLoadStateReq.builder()
+                            .collectionName(collectionName)
+                            .build()
+                    ));
+                    if (!loaded) {
+                        client.loadCollection(LoadCollectionReq.builder()
+                            .collectionName(collectionName)
+                            .async(false)
+                            .build());
+                        waitForCollectionLoaded(
+                            client, collectionName, deadlineNanos);
+                    }
+                    return null;
+                });
+                clientManager.completeCollectionLoad(ticket);
+                return;
+            } catch (RuntimeException | Error failure) {
+                clientManager.failCollectionLoad(
+                    ticket, failure, isLeaderLocalAbort(failure));
+                throw failure;
+            } finally {
+                clientManager.endCollectionLoad(ticket);
             }
-
-            if (!loaded) {
-                client.loadCollection(LoadCollectionReq.builder().collectionName(collectionName).build());
-                waitForCollectionLoaded(collectionName);
-            }
-            loadedCollections.add(collectionName);
         }
     }
 
-    private void waitForCollectionLoaded(String collectionName) {
+    private boolean isLeaderLocalAbort(Throwable failure) {
-        long deadline = System.currentTimeMillis() + LOAD_TIMEOUT_MS;
+        if (clientManager.isClosed()) {
-        while (System.currentTimeMillis() < deadline) {
+            return false;
+        }
+        if (failure instanceof StoreTimeoutException
+            || Thread.currentThread().isInterrupted()
+            || Context.current().isCancelled()) {
+            return true;
+        }
+        Throwable current = failure;
+        while (current != null) {
+            if (current instanceof InterruptedException) {
+                return true;
+            }
+            current = current.getCause();
+        }
+        return false;
+    }
+
+    private boolean awaitCollectionLoad(
+        MilvusClientManager.CollectionLoadTicket ticket,
+        String collectionName,
+        long deadlineNanos
+    ) {
+        Context currentContext = Context.current();
+        CompletableFuture<Void> cancelled = new CompletableFuture<Void>();
+        Context.CancellationListener cancellationListener = context ->
+            cancelled.completeExceptionally(new CancellationException(
+                "Milvus search was cancelled"));
+        currentContext.addListener(cancellationListener, Runnable::run);
+        try {
+            CompletableFuture.anyOf(ticket.completion(), cancelled).get(
+                remainingNanos(deadlineNanos, collectionName),
+                TimeUnit.NANOSECONDS
+            );
+            return true;
+        } catch (InterruptedException exception) {
+            Thread.currentThread().interrupt();
+            throw new IllegalStateException(
+                "Interrupted while loading Milvus collection: "
+                    + collectionName,
+                exception
+            );
+        } catch (TimeoutException exception) {
+            throw timeoutException(collectionName, exception);
+        } catch (ExecutionException exception) {
+            Throwable cause = exception.getCause();
+            if (cause instanceof MilvusClientManager
+                .RetryableCollectionLoadException) {
+                remainingNanos(deadlineNanos, collectionName);
+                return false;
+            }
+            if (cause instanceof RuntimeException runtimeException) {
+                throw runtimeException;
+            }
+            if (cause instanceof Error error) {
+                throw error;
+            }
+            throw new IllegalStateException(
+                "Unable to load Milvus collection: " + collectionName,
+                cause
+            );
+        } catch (CancellationException exception) {
+            throw new IllegalStateException(
+                "Milvus collection load was cancelled: " + collectionName,
+                exception
+            );
+        } finally {
+            currentContext.removeListener(cancellationListener);
+        }
+    }
+
+    private void waitForCollectionLoaded(
+        MilvusClientV2 client,
+        String collectionName,
+        long deadlineNanos
+    ) {
+        while (true) {
+            long remainingNanos = remainingNanos(
+                deadlineNanos, collectionName);
             if (Boolean.TRUE.equals(client.getLoadState(GetLoadStateReq.builder().collectionName(collectionName).build()))) {
                 return;
             }
             try {
-                Thread.sleep(LOAD_POLL_INTERVAL_MS);
+                long sleepMillis = Math.min(
+                    LOAD_POLL_INTERVAL_MS,
+                    Math.max(1L, TimeUnit.NANOSECONDS.toMillis(remainingNanos))
+                );
+                Thread.sleep(sleepMillis);
             } catch (InterruptedException e) {
                 Thread.currentThread().interrupt();
                 throw new IllegalStateException("Interrupted while loading Milvus collection: " + collectionName, e);
             }
         }
-        throw new IllegalStateException("Timeout waiting for Milvus collection loaded: " + collectionName);
     }
 
-    private boolean isCollectionNotLoaded(Exception e) {
+    private boolean isCollectionNotLoaded(Throwable e) {
         Throwable current = e;
         while (current != null) {
             String message = current.getMessage();
@@ -485,7 +678,91 @@ public class MilvusVectorStore extends DocumentStore implements AutoCloseable {
         return false;
     }
 
-    private void createCollection(String collectionName, int dimension) {
+    private <T> T withClientBeforeDeadline(
+        long deadlineNanos,
+        Function<MilvusClientV2, T> operation
+    ) {
+        long remainingNanos = remainingNanos(deadlineNanos, null);
+        long poolWaitNanos = TimeUnit.MILLISECONDS.toNanos(
+            config.getPoolMaxWaitMillis());
+        try {
+            return clientManager.withClient(
+                Duration.ofNanos(Math.min(remainingNanos, poolWaitNanos)),
+                operation
+            );
+        } catch (RuntimeException exception) {
+            if (deadlineExpired(deadlineNanos, exception)) {
+                throw timeoutException(null, exception);
+            }
+            throw exception;
+        }
+    }
+
+    private long resolveSearchTimeoutMillis(StoreOptions options) {
+        long timeoutMillis = config.getSearchTimeoutMillis();
+        Long requestedTimeoutMillis = options.getTimeoutMillis();
+        if (requestedTimeoutMillis != null) {
+            timeoutMillis = Math.min(timeoutMillis, requestedTimeoutMillis);
+        }
+        if (timeoutMillis <= DEADLINE_SAFETY_MARGIN_MS) {
+            throw new StoreTimeoutException(
+                "Insufficient time remaining for Milvus search"
+            );
+        }
+        return timeoutMillis;
+    }
+
+    private static long deadlineAfterMillis(long timeoutMillis) {
+        long now = System.nanoTime();
+        long timeoutNanos = TimeUnit.MILLISECONDS.toNanos(timeoutMillis);
+        if (now > Long.MAX_VALUE - timeoutNanos) {
+            return Long.MAX_VALUE;
+        }
+        return now + timeoutNanos;
+    }
+
+    private static long remainingNanos(
+        long deadlineNanos,
+        String collectionName
+    ) {
+        if (deadlineNanos == Long.MAX_VALUE) {
+            return Long.MAX_VALUE;
+        }
+        long remaining = deadlineNanos - System.nanoTime();
+        if (remaining <= 0L) {
+            throw timeoutException(collectionName, null);
+        }
+        return remaining;
+    }
+
+    private static boolean deadlineExpired(
+        long deadlineNanos,
+        Throwable failure
+    ) {
+        if (deadlineNanos != Long.MAX_VALUE
+            && System.nanoTime() >= deadlineNanos) {
+            return true;
+        }
+        Throwable cancellationCause = Context.current().cancellationCause();
+        return cancellationCause instanceof TimeoutException
+            || Status.fromThrowable(failure).getCode()
+                == Status.Code.DEADLINE_EXCEEDED;
+    }
+
+    private static StoreTimeoutException timeoutException(
+        String collectionName,
+        Throwable cause
+    ) {
+        String suffix = StringUtil.hasText(collectionName)
+            ? ": " + collectionName
+            : "";
+        return new StoreTimeoutException(
+            "Timeout waiting for Milvus search" + suffix,
+            cause
+        );
+    }
+
+    private void createCollection(MilvusClientV2 client, String collectionName, int dimension) {
         List<CreateCollectionReq.FieldSchema> fieldSchemaList = new ArrayList<CreateCollectionReq.FieldSchema>();
         fieldSchemaList.add(CreateCollectionReq.FieldSchema.builder()
             .name(FIELD_ID)
@@ -531,31 +808,83 @@ public class MilvusVectorStore extends DocumentStore implements AutoCloseable {
             .indexParams(indexParams)
             .build();
         client.createCollection(createCollectionReq);
-        ensureCollectionLoaded(collectionName);
+        ensureCollectionLoadedForWrite(client, collectionName);
     }
 
-    public MilvusClientV2 getClient() {
+    private void ensureCollectionLoadedForWrite(
-        return client;
+        MilvusClientV2 client,
+        String collectionName
+    ) {
+        if (clientManager.isCollectionLoaded(collectionName)) {
+            return;
+        }
+        boolean loaded = Boolean.TRUE.equals(client.getLoadState(
+            GetLoadStateReq.builder().collectionName(collectionName).build()));
+        if (!loaded) {
+            client.loadCollection(LoadCollectionReq.builder()
+                .collectionName(collectionName)
+                .async(false)
+                .build());
+            waitForCollectionLoaded(
+                client,
+                collectionName,
+                deadlineAfterMillis(LOAD_TIMEOUT_MS)
+            );
+        }
+        clientManager.markCollectionLoaded(collectionName);
     }
 
     public boolean checkAvailable() {
         try {
-            return client.hasCollection(HasCollectionReq.builder()
+            return clientManager.withClient(client -> client.hasCollection(
-                .collectionName("__milvus_boot_probe__")
+                HasCollectionReq.builder()
-                .build()) != null;
+                    .collectionName("__milvus_boot_probe__")
+                    .build()
+            )) != null;
         } catch (Exception e) {
             LOG.warn("Milvus availability check failed. message={}", e.getMessage());
             return false;
         }
     }
 
+    /**
+     * Returns a compatibility client for integrations that used the pre-pool API.
+     * Prefer store operations so pooled lifecycle management remains automatic.
+     */
+    @Deprecated
+    public synchronized MilvusClientV2 getClient() {
+        if (closed) {
+            throw new IllegalStateException("Milvus vector store is closed");
+        }
+        if (compatibilityClient == null) {
+            compatibilityClient = new MilvusClientV2(
+                MilvusClientManager.buildConnectConfig(config)
+            );
+        }
+        return compatibilityClient;
+    }
+
     @Override
     public void close() {
-        try {
+        MilvusClientV2 legacyClient;
-            client.close(1L);
+        synchronized (this) {
-        } catch (InterruptedException e) {
+            if (closed) {
-            Thread.currentThread().interrupt();
+                return;
-            LOG.warn("Interrupted while closing Milvus client. uri={}", config.getUri(), e);
+            }
+            closed = true;
+            legacyClient = compatibilityClient;
+            compatibilityClient = null;
+        }
+        if (legacyClient != null) {
+            try {
+                legacyClient.close(1L);
+            } catch (InterruptedException exception) {
+                Thread.currentThread().interrupt();
+                LOG.warn("Interrupted while closing compatibility Milvus client", exception);
+            }
+        }
+        if (ownsClientManager) {
+            clientManager.close();
         }
     }
 }

easy-agents-store/easy-agents-store-milvus/src/main/java/com/easyagents/store/milvus/MilvusVectorStoreConfig.java

@@ -30,6 +30,14 @@ public class MilvusVectorStoreConfig implements DocumentStoreConfig {
     private String password;
     private String defaultCollectionName;
     private boolean autoCreateCollection = true;
+    private int poolMaxTotal = 8;
+    private int poolMaxTotalPerKey = 8;
+    private int poolMaxIdlePerKey = 4;
+    private int poolMinIdlePerKey = 1;
+    private long poolMaxWaitMillis = 3_000L;
+    private long poolEvictionIntervalMillis = 60_000L;
+    private long poolMinEvictableIdleMillis = 300_000L;
+    private long searchTimeoutMillis = 10_000L;
 
     public String getUri() {
         return uri;
@@ -87,6 +95,70 @@ public class MilvusVectorStoreConfig implements DocumentStoreConfig {
         this.autoCreateCollection = autoCreateCollection;
     }
 
+    public int getPoolMaxTotal() {
+        return poolMaxTotal;
+    }
+
+    public void setPoolMaxTotal(int poolMaxTotal) {
+        this.poolMaxTotal = poolMaxTotal;
+    }
+
+    public int getPoolMaxTotalPerKey() {
+        return poolMaxTotalPerKey;
+    }
+
+    public void setPoolMaxTotalPerKey(int poolMaxTotalPerKey) {
+        this.poolMaxTotalPerKey = poolMaxTotalPerKey;
+    }
+
+    public int getPoolMaxIdlePerKey() {
+        return poolMaxIdlePerKey;
+    }
+
+    public void setPoolMaxIdlePerKey(int poolMaxIdlePerKey) {
+        this.poolMaxIdlePerKey = poolMaxIdlePerKey;
+    }
+
+    public int getPoolMinIdlePerKey() {
+        return poolMinIdlePerKey;
+    }
+
+    public void setPoolMinIdlePerKey(int poolMinIdlePerKey) {
+        this.poolMinIdlePerKey = poolMinIdlePerKey;
+    }
+
+    public long getPoolMaxWaitMillis() {
+        return poolMaxWaitMillis;
+    }
+
+    public void setPoolMaxWaitMillis(long poolMaxWaitMillis) {
+        this.poolMaxWaitMillis = poolMaxWaitMillis;
+    }
+
+    public long getPoolEvictionIntervalMillis() {
+        return poolEvictionIntervalMillis;
+    }
+
+    public void setPoolEvictionIntervalMillis(long poolEvictionIntervalMillis) {
+        this.poolEvictionIntervalMillis = poolEvictionIntervalMillis;
+    }
+
+    public long getPoolMinEvictableIdleMillis() {
+        return poolMinEvictableIdleMillis;
+    }
+
+    public void setPoolMinEvictableIdleMillis(long poolMinEvictableIdleMillis) {
+        this.poolMinEvictableIdleMillis = poolMinEvictableIdleMillis;
+    }
+
+    public long getSearchTimeoutMillis() {
+        return searchTimeoutMillis;
+    }
+
+    public void setSearchTimeoutMillis(long searchTimeoutMillis) {
+        this.searchTimeoutMillis = searchTimeoutMillis;
+    }
+
     @Override
     public boolean checkAvailable() {
         return StringUtil.hasText(this.uri);

easy-agents-store/easy-agents-store-milvus/src/test/java/com/easyagents/store/milvus/MilvusVectorStoreCompatibilityTest.java

@@ -0,0 +1,92 @@
+package com.easyagents.store.milvus;
+
+import com.easyagents.core.document.Document;
+import com.google.gson.JsonObject;
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.util.List;
+import java.util.Map;
+
+/**
+ * Milvus SDK 2.3.11 数据适配回归测试。
+ */
+public class MilvusVectorStoreCompatibilityTest {
+
+    @Test
+    public void shouldConvertRowsToGsonWithoutLosingMetadata() {
+        MilvusVectorStoreConfig config = new MilvusVectorStoreConfig();
+        config.setUri("http://127.0.0.1:19530");
+        config.setDefaultCollectionName("test");
+        MilvusVectorStore store = new MilvusVectorStore(config);
+        try {
+            Document document = Document.of("正文");
+            document.setId("chunk-1");
+            document.setVector(new float[] { 0.25F, 0.75F });
+            document.addMetadata(Map.of("knowledgeId", "knowledge-1"));
+
+            List<JsonObject> rows = store.toMilvusDocuments(List.of(document));
+
+            Assert.assertEquals(1, rows.size());
+            Assert.assertEquals("chunk-1", rows.get(0).get("id").getAsString());
+            Assert.assertEquals("正文", rows.get(0).get("content").getAsString());
+            Assert.assertEquals(2, rows.get(0).getAsJsonArray("vector").size());
+            Assert.assertEquals(
+                "knowledge-1",
+                rows.get(0).getAsJsonObject("metadata").get("knowledgeId").getAsString()
+            );
+        } finally {
+            store.close();
+        }
+    }
+
+    @Test
+    public void shouldNormalizeUriWithoutExposingCredentialsInPoolKey() {
+        Assert.assertEquals(
+            "http://127.0.0.1:19530",
+            MilvusClientManager.normalizeAndValidateUri("127.0.0.1:19530")
+        );
+    }
+
+    @Test
+    public void shouldRebuildPoolOnlyWhenConnectionSettingsChange() {
+        MilvusVectorStoreConfig config = new MilvusVectorStoreConfig();
+        config.setUri("http://127.0.0.1:19530");
+        MilvusClientManager manager = new MilvusClientManager(config);
+        try {
+            Assert.assertFalse(manager.reconfigureIfNeeded(config));
+
+            config.setPoolMaxTotal(9);
+
+            Assert.assertTrue(manager.reconfigureIfNeeded(config));
+            Assert.assertFalse(manager.reconfigureIfNeeded(config));
+        } finally {
+            manager.close();
+        }
+    }
+
+    @Test
+    public void shouldPreserveCosineScoreNormalization() {
+        Assert.assertEquals(Double.valueOf(1.0D), MilvusVectorStore.normalizeScore(1.0F));
+        Assert.assertEquals(Double.valueOf(0.5D), MilvusVectorStore.normalizeScore(0.0F));
+        Assert.assertEquals(Double.valueOf(0.0D), MilvusVectorStore.normalizeScore(-1.0F));
+        Assert.assertNull(MilvusVectorStore.normalizeScore(null));
+    }
+
+    @Test
+    public void shouldRejectCompatibilityClientAfterStoreCloses() {
+        MilvusVectorStoreConfig config = new MilvusVectorStoreConfig();
+        config.setUri("http://127.0.0.1:19530");
+        MilvusVectorStore store = new MilvusVectorStore(config);
+
+        store.close();
+
+        try {
+            store.getClient();
+            Assert.fail("A closed store must not recreate a compatibility client");
+        } catch (IllegalStateException expected) {
+            Assert.assertEquals(
+                "Milvus vector store is closed", expected.getMessage());
+        }
+    }
+}

easy-agents-store/easy-agents-store-milvus/src/test/java/com/easyagents/store/milvus/MilvusVectorStoreConfigTest.java

@@ -34,4 +34,24 @@ public class MilvusVectorStoreConfigTest {
         config.setPassword("Milvus");
         Assert.assertTrue(config.checkAvailable());
     }
+
+    @Test
+    public void testPoolDefaultsAreBounded() {
+        MilvusVectorStoreConfig config = new MilvusVectorStoreConfig();
+        Assert.assertEquals(8, config.getPoolMaxTotal());
+        Assert.assertEquals(8, config.getPoolMaxTotalPerKey());
+        Assert.assertEquals(4, config.getPoolMaxIdlePerKey());
+        Assert.assertEquals(1, config.getPoolMinIdlePerKey());
+        Assert.assertEquals(3_000L, config.getPoolMaxWaitMillis());
+        Assert.assertEquals(300_000L, config.getPoolMinEvictableIdleMillis());
+        Assert.assertEquals(10_000L, config.getSearchTimeoutMillis());
+    }
+
+    @Test(expected = IllegalArgumentException.class)
+    public void testSearchTimeoutMustLeaveCleanupMargin() {
+        MilvusVectorStoreConfig config = new MilvusVectorStoreConfig();
+        config.setUri("http://127.0.0.1:19530");
+        config.setSearchTimeoutMillis(200L);
+        new MilvusVectorStore(config);
+    }
 }

easy-agents-store/easy-agents-store-milvus/src/test/java/com/easyagents/store/milvus/MilvusVectorStoreGrpcTest.java

@@ -0,0 +1,935 @@
+package com.easyagents.store.milvus;
+
+import com.easyagents.core.document.Document;
+import com.easyagents.core.store.SearchWrapper;
+import com.easyagents.core.store.StoreOptions;
+import com.easyagents.core.store.StoreTimeoutException;
+import io.grpc.Context;
+import io.grpc.Server;
+import io.grpc.netty.shaded.io.grpc.netty.NettyServerBuilder;
+import io.grpc.stub.ServerCallStreamObserver;
+import io.grpc.stub.StreamObserver;
+import io.milvus.grpc.CheckHealthRequest;
+import io.milvus.grpc.CheckHealthResponse;
+import io.milvus.grpc.ConnectRequest;
+import io.milvus.grpc.ConnectResponse;
+import io.milvus.grpc.CollectionSchema;
+import io.milvus.grpc.DataType;
+import io.milvus.grpc.DescribeCollectionRequest;
+import io.milvus.grpc.DescribeCollectionResponse;
+import io.milvus.grpc.ErrorCode;
+import io.milvus.grpc.FieldSchema;
+import io.milvus.grpc.GetLoadStateRequest;
+import io.milvus.grpc.GetLoadStateResponse;
+import io.milvus.grpc.ListDatabasesRequest;
+import io.milvus.grpc.ListDatabasesResponse;
+import io.milvus.grpc.LoadCollectionRequest;
+import io.milvus.grpc.LoadState;
+import io.milvus.grpc.MilvusServiceGrpc;
+import io.milvus.grpc.QueryRequest;
+import io.milvus.grpc.QueryResults;
+import io.milvus.v2.client.MilvusClientV2;
+import io.milvus.v2.service.vector.request.QueryReq;
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Set;
+import java.util.concurrent.ConcurrentHashMap;
+import java.util.concurrent.CountDownLatch;
+import java.util.concurrent.ExecutionException;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.Future;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.TimeoutException;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.concurrent.atomic.AtomicInteger;
+import java.util.concurrent.atomic.AtomicReference;
+import java.util.function.BooleanSupplier;
+
+public class MilvusVectorStoreGrpcTest {
+
+    private static final long AWAIT_SECONDS = 5L;
+
+    @Test(timeout = 10_000L)
+    public void shouldUseOneSdkAttemptAndKeepClientReusable() throws Exception {
+        try (FakeMilvusServer server = new FakeMilvusServer();
+             Fixture fixture = new Fixture(server, 1, 2_000L)) {
+            fixture.manager.markCollectionLoaded("docs");
+            Assert.assertEquals(
+                0L,
+                MilvusClientManager.buildConnectConfig(fixture.config).getRpcDeadlineMs()
+            );
+
+            server.failQueriesWithUnavailable();
+            assertSearchFails(fixture.store, "docs");
+
+            Assert.assertEquals(1, server.queryCalls.get());
+            Assert.assertEquals(0, fixture.manager.getActiveClientCount());
+            Assert.assertEquals(1, fixture.manager.getIdleClientCount());
+
+            server.succeedQueries();
+            Assert.assertTrue(search(fixture.store, "docs").isEmpty());
+            Assert.assertEquals(2, server.queryCalls.get());
+            Assert.assertEquals(1, server.connectCalls.get());
+        }
+    }
+
+    @Test(timeout = 10_000L)
+    public void shouldReleaseAndReuseClientAfterContextDeadline() throws Exception {
+        try (FakeMilvusServer server = new FakeMilvusServer();
+             Fixture fixture = new Fixture(server, 1, 1_000L)) {
+            fixture.manager.markCollectionLoaded("docs");
+            fixture.manager.withClient(client -> client);
+            QueryBlock block = server.blockQueries();
+            ExecutorService executor = Executors.newSingleThreadExecutor();
+            try {
+                Future<List<Document>> search = executor.submit(() ->
+                    search(fixture.store, "docs"));
+
+                block.awaitEntered();
+                block.awaitCancelled();
+                Throwable failure = futureFailure(search);
+                Assert.assertTrue(failure.toString(),
+                    failure instanceof StoreTimeoutException);
+
+                Assert.assertTrue(server.querySawDeadline.get());
+                Assert.assertEquals(0, fixture.manager.getActiveClientCount());
+                Assert.assertEquals(1, fixture.manager.getIdleClientCount());
+
+                server.succeedQueries();
+                Assert.assertTrue(search(fixture.store, "docs").isEmpty());
+                Assert.assertEquals(1, server.connectCalls.get());
+            } finally {
+                executor.shutdownNow();
+            }
+        }
+    }
+
+    @Test(timeout = 10_000L)
+    public void shouldReleaseAndReuseClientAfterThreadInterrupt() throws Exception {
+        try (FakeMilvusServer server = new FakeMilvusServer();
+             Fixture fixture = new Fixture(server, 1, 5_000L)) {
+            fixture.manager.markCollectionLoaded("docs");
+            fixture.manager.withClient(client -> client);
+            QueryBlock block = server.blockQueries();
+            CountDownLatch finished = new CountDownLatch(1);
+            AtomicReference<Throwable> failure = new AtomicReference<>();
+            AtomicBoolean interrupted = new AtomicBoolean();
+            Thread searchThread = new Thread(() -> {
+                try {
+                    search(fixture.store, "docs");
+                } catch (Throwable exception) {
+                    failure.set(exception);
+                } finally {
+                    interrupted.set(Thread.currentThread().isInterrupted());
+                    finished.countDown();
+                }
+            }, "milvus-interrupt-test");
+            searchThread.start();
+
+            block.awaitEntered();
+            searchThread.interrupt();
+            Assert.assertTrue(finished.await(AWAIT_SECONDS, TimeUnit.SECONDS));
+            block.awaitCancelled();
+
+            Assert.assertNotNull(failure.get());
+            Assert.assertTrue(interrupted.get());
+            Assert.assertEquals(0, fixture.manager.getActiveClientCount());
+            Assert.assertEquals(1, fixture.manager.getIdleClientCount());
+
+            server.succeedQueries();
+            Assert.assertTrue(search(fixture.store, "docs").isEmpty());
+            Assert.assertEquals(1, server.connectCalls.get());
+        }
+    }
+
+    @Test(timeout = 10_000L)
+    public void shouldKeepPoolAfterOrdinaryBusinessFailure() throws Exception {
+        try (FakeMilvusServer server = new FakeMilvusServer();
+             Fixture fixture = new Fixture(server, 1, 2_000L)) {
+            MilvusClientV2 first = fixture.manager.withClient(client -> client);
+
+            try {
+                fixture.manager.withClient(client -> {
+                    throw new IllegalArgumentException("synthetic business failure");
+                });
+                Assert.fail("The business failure must be propagated");
+            } catch (IllegalArgumentException expected) {
+                Assert.assertEquals("synthetic business failure", expected.getMessage());
+            }
+
+            MilvusClientV2 second = fixture.manager.withClient(client -> client);
+            Assert.assertSame(first, second);
+            Assert.assertEquals(1, server.connectCalls.get());
+            Assert.assertEquals(0, fixture.manager.getActiveClientCount());
+            Assert.assertEquals(1, fixture.manager.getIdleClientCount());
+        }
+    }
+
+    @Test(timeout = 10_000L)
+    public void shouldAttachContextToEveryClientOperation() throws Exception {
+        try (FakeMilvusServer server = new FakeMilvusServer();
+             Fixture fixture = new Fixture(server, 1, 2_000L)) {
+            Context callerContext = Context.current();
+            Context operationContext = fixture.manager.withClient(client ->
+                Context.current());
+
+            Assert.assertNotSame(callerContext, operationContext);
+            Assert.assertTrue(operationContext.isCancelled());
+        }
+    }
+
+    @Test(timeout = 10_000L)
+    public void shouldCapPoolWaitByRemainingSearchDeadline() throws Exception {
+        try (FakeMilvusServer server = new FakeMilvusServer();
+             Fixture fixture = new Fixture(server, 1, 5_000L)) {
+            fixture.manager.markCollectionLoaded("docs");
+            ExecutorService executor = Executors.newSingleThreadExecutor();
+            CountDownLatch borrowed = new CountDownLatch(1);
+            CountDownLatch release = new CountDownLatch(1);
+            try {
+                Future<?> holder = executor.submit(() ->
+                    fixture.manager.withClient(client -> {
+                        borrowed.countDown();
+                        try {
+                            Assert.assertTrue(release.await(
+                                AWAIT_SECONDS, TimeUnit.SECONDS));
+                        } catch (InterruptedException exception) {
+                            Thread.currentThread().interrupt();
+                            throw new IllegalStateException(exception);
+                        }
+                        return null;
+                    }));
+                Assert.assertTrue(borrowed.await(
+                    AWAIT_SECONDS, TimeUnit.SECONDS));
+
+                StoreOptions options = StoreOptions.ofCollectionName("docs");
+                options.setTimeoutMillis(500L);
+                long startedAt = System.nanoTime();
+                try {
+                    search(fixture.store, options);
+                    Assert.fail("Pool wait must respect the remaining deadline");
+                } catch (RuntimeException expected) {
+                    Assert.assertTrue(expected.toString(),
+                        expected instanceof StoreTimeoutException);
+                    long elapsedMillis = TimeUnit.NANOSECONDS.toMillis(
+                        System.nanoTime() - startedAt);
+                    Assert.assertTrue("elapsedMillis=" + elapsedMillis,
+                        elapsedMillis < 800L);
+                }
+
+                release.countDown();
+                holder.get(AWAIT_SECONDS, TimeUnit.SECONDS);
+                Assert.assertEquals(0, fixture.manager.getActiveClientCount());
+            } finally {
+                release.countDown();
+                executor.shutdownNow();
+            }
+        }
+    }
+
+    @Test(timeout = 10_000L)
+    public void shouldInvalidateOnlyClosedClient() throws Exception {
+        try (FakeMilvusServer server = new FakeMilvusServer();
+             Fixture fixture = new Fixture(server, 2, 2_000L)) {
+            ExecutorService executor = Executors.newSingleThreadExecutor();
+            CountDownLatch firstBorrowed = new CountDownLatch(1);
+            CountDownLatch releaseFirst = new CountDownLatch(1);
+            try {
+                Future<?> holder = executor.submit(() ->
+                    fixture.manager.withClient(client -> {
+                        firstBorrowed.countDown();
+                        try {
+                            Assert.assertTrue(releaseFirst.await(
+                                AWAIT_SECONDS, TimeUnit.SECONDS));
+                        } catch (InterruptedException exception) {
+                            Thread.currentThread().interrupt();
+                            throw new IllegalStateException(exception);
+                        }
+                        return null;
+                    }));
+                Assert.assertTrue(firstBorrowed.await(
+                    AWAIT_SECONDS, TimeUnit.SECONDS));
+                fixture.manager.withClient(client -> client);
+                releaseFirst.countDown();
+                holder.get(AWAIT_SECONDS, TimeUnit.SECONDS);
+                Assert.assertEquals(2, fixture.manager.getIdleClientCount());
+
+                AtomicReference<MilvusClientV2> closed = new AtomicReference<>();
+                try {
+                    fixture.manager.withClient(client -> {
+                        closed.set(client);
+                        client.close();
+                        throw new IllegalStateException("synthetic closed client");
+                    });
+                    Assert.fail("The closed-client failure must be propagated");
+                } catch (IllegalStateException expected) {
+                    Assert.assertEquals(
+                        "synthetic closed client", expected.getMessage());
+                }
+
+                Assert.assertEquals(1, fixture.manager.getIdleClientCount());
+                MilvusClientV2 remaining = fixture.manager.withClient(
+                    client -> client);
+                Assert.assertNotSame(closed.get(), remaining);
+                Assert.assertEquals(2, server.connectCalls.get());
+            } finally {
+                releaseFirst.countDown();
+                executor.shutdownNow();
+            }
+        }
+    }
+
+    @Test(timeout = 10_000L)
+    public void shouldLoadSameCollectionOnlyOnce() throws Exception {
+        try (FakeMilvusServer server = new FakeMilvusServer();
+             Fixture fixture = new Fixture(server, 2, 3_000L)) {
+            LoadGate gate = server.blockLoad("shared");
+            ExecutorService executor = Executors.newFixedThreadPool(2);
+            try {
+                Future<List<Document>> first = executor.submit(() ->
+                    search(fixture.store, "shared"));
+                gate.awaitEntered();
+
+                Future<List<Document>> second = executor.submit(() ->
+                    search(fixture.store, "shared"));
+                MilvusClientManager.CollectionLoadTicket follower =
+                    fixture.manager.beginCollectionLoad("shared");
+                Assert.assertFalse(follower.isLeader());
+                awaitCondition(() -> follower.completion().getNumberOfDependents() > 0);
+
+                Assert.assertEquals(1, server.loadCalls("shared"));
+                Assert.assertEquals(1, fixture.manager.getActiveClientCount());
+                gate.release();
+
+                Assert.assertTrue(first.get(AWAIT_SECONDS, TimeUnit.SECONDS).isEmpty());
+                Assert.assertTrue(second.get(AWAIT_SECONDS, TimeUnit.SECONDS).isEmpty());
+                Assert.assertEquals(1, server.loadCalls("shared"));
+                Assert.assertTrue(fixture.manager.isCollectionLoaded("shared"));
+            } finally {
+                gate.release();
+                executor.shutdownNow();
+            }
+        }
+    }
+
+    @Test(timeout = 10_000L)
+    public void shouldRemoveLeaderTicketAfterLateCacheHit() throws Exception {
+        try (FakeMilvusServer server = new FakeMilvusServer()) {
+            MilvusVectorStoreConfig config = new MilvusVectorStoreConfig();
+            config.setUri(server.uri());
+            config.setDefaultCollectionName("docs");
+            config.setPoolMinIdlePerKey(0);
+            config.setSearchTimeoutMillis(2_000L);
+            RacingMilvusClientManager manager =
+                new RacingMilvusClientManager(config, "late-hit");
+            MilvusVectorStore store = new MilvusVectorStore(config, manager);
+            try {
+                Assert.assertTrue(search(store, "late-hit").isEmpty());
+                manager.markCollectionUnloaded("late-hit");
+
+                Assert.assertTrue(search(store, "late-hit").isEmpty());
+
+                Assert.assertEquals(1, server.loadCalls("late-hit"));
+                Assert.assertTrue(manager.isCollectionLoaded("late-hit"));
+            } finally {
+                store.close();
+                manager.close();
+            }
+        }
+    }
+
+    @Test(timeout = 10_000L)
+    public void shouldLoadDifferentCollectionsInParallel() throws Exception {
+        try (FakeMilvusServer server = new FakeMilvusServer();
+             Fixture fixture = new Fixture(server, 2, 3_000L)) {
+            LoadGate firstGate = server.blockLoad("first");
+            LoadGate secondGate = server.blockLoad("second");
+            ExecutorService executor = Executors.newFixedThreadPool(2);
+            try {
+                Future<List<Document>> first = executor.submit(() ->
+                    search(fixture.store, "first"));
+                Future<List<Document>> second = executor.submit(() ->
+                    search(fixture.store, "second"));
+
+                firstGate.awaitEntered();
+                secondGate.awaitEntered();
+                Assert.assertEquals(2, server.activeLoads.get());
+                Assert.assertEquals(2, server.maxConcurrentLoads.get());
+                Assert.assertEquals(2, fixture.manager.getActiveClientCount());
+
+                firstGate.release();
+                secondGate.release();
+                Assert.assertTrue(first.get(AWAIT_SECONDS, TimeUnit.SECONDS).isEmpty());
+                Assert.assertTrue(second.get(AWAIT_SECONDS, TimeUnit.SECONDS).isEmpty());
+            } finally {
+                firstGate.release();
+                secondGate.release();
+                executor.shutdownNow();
+            }
+        }
+    }
+
+    @Test(timeout = 10_000L)
+    public void shouldReelectFollowerAfterLoadLeaderTimesOut() throws Exception {
+        try (FakeMilvusServer server = new FakeMilvusServer();
+             Fixture fixture = new Fixture(server, 1, 3_000L)) {
+            LoadGate gate = server.blockLoad("reelect");
+            ExecutorService executor = Executors.newFixedThreadPool(2);
+            try {
+                StoreOptions shortBudget =
+                    StoreOptions.ofCollectionName("reelect");
+                shortBudget.setTimeoutMillis(500L);
+                Future<List<Document>> first = executor.submit(() ->
+                    search(fixture.store, shortBudget));
+                gate.awaitEntered();
+
+                Future<List<Document>> second = executor.submit(() ->
+                    search(fixture.store, "reelect"));
+                awaitCondition(() -> server.loadCalls("reelect") == 2);
+                gate.release();
+
+                Throwable firstFailure = futureFailure(first);
+                Assert.assertTrue(firstFailure.toString(),
+                    firstFailure instanceof StoreTimeoutException);
+                Assert.assertTrue(second.get(
+                    AWAIT_SECONDS, TimeUnit.SECONDS).isEmpty());
+                Assert.assertEquals(2, server.loadCalls("reelect"));
+                Assert.assertTrue(
+                    fixture.manager.isCollectionLoaded("reelect"));
+            } finally {
+                gate.release();
+                executor.shutdownNow();
+            }
+        }
+    }
+
+    @Test(timeout = 10_000L)
+    public void shouldCancelWaitingFollowerWithoutBorrowingClient() throws Exception {
+        try (FakeMilvusServer server = new FakeMilvusServer();
+             Fixture fixture = new Fixture(server, 1, 5_000L)) {
+            MilvusClientManager.CollectionLoadTicket leader =
+                fixture.manager.beginCollectionLoad("waiting");
+            CountDownLatch finished = new CountDownLatch(1);
+            AtomicReference<Throwable> failure = new AtomicReference<>();
+            Thread follower = new Thread(() -> {
+                try {
+                    search(fixture.store, "waiting");
+                } catch (Throwable exception) {
+                    failure.set(exception);
+                } finally {
+                    finished.countDown();
+                }
+            }, "milvus-load-follower-test");
+            try {
+                follower.start();
+                awaitCondition(() -> leader.completion().getNumberOfDependents() > 0);
+
+                Assert.assertEquals(0, fixture.manager.getActiveClientCount());
+                Assert.assertEquals(0, server.connectCalls.get());
+                follower.interrupt();
+                Assert.assertTrue(finished.await(AWAIT_SECONDS, TimeUnit.SECONDS));
+
+                Assert.assertNotNull(failure.get());
+                Assert.assertFalse(leader.completion().isDone());
+                Assert.assertEquals(0, fixture.manager.getActiveClientCount());
+                Assert.assertEquals(0, server.connectCalls.get());
+            } finally {
+                follower.interrupt();
+                fixture.manager.failCollectionLoad(
+                    leader, new IllegalStateException("test cleanup"), false);
+                fixture.manager.endCollectionLoad(leader);
+            }
+        }
+    }
+
+    @Test(timeout = 10_000L)
+    public void shouldRecoverAfterCollectionLoadFailure() throws Exception {
+        try (FakeMilvusServer server = new FakeMilvusServer();
+             Fixture fixture = new Fixture(server, 1, 2_000L)) {
+            server.failNextLoad("recoverable");
+            LoadGate gate = server.blockLoad("recoverable");
+            ExecutorService executor = Executors.newFixedThreadPool(2);
+            try {
+                Future<List<Document>> first = executor.submit(() ->
+                    search(fixture.store, "recoverable"));
+                gate.awaitEntered();
+                Future<List<Document>> second = executor.submit(() ->
+                    search(fixture.store, "recoverable"));
+                MilvusClientManager.CollectionLoadTicket follower =
+                    fixture.manager.beginCollectionLoad("recoverable");
+                Assert.assertFalse(follower.isLeader());
+                awaitCondition(() ->
+                    follower.completion().getNumberOfDependents() > 0);
+                gate.release();
+
+                assertFutureFails(first);
+                assertFutureFails(second);
+            } finally {
+                gate.release();
+                executor.shutdownNow();
+            }
+
+            Assert.assertEquals(1, server.loadCalls("recoverable"));
+            Assert.assertFalse(fixture.manager.isCollectionLoaded("recoverable"));
+            Assert.assertEquals(0, fixture.manager.getActiveClientCount());
+            Assert.assertEquals(1, fixture.manager.getIdleClientCount());
+
+            Assert.assertTrue(search(fixture.store, "recoverable").isEmpty());
+            Assert.assertEquals(2, server.loadCalls("recoverable"));
+            Assert.assertTrue(fixture.manager.isCollectionLoaded("recoverable"));
+            Assert.assertEquals(1, server.connectCalls.get());
+        }
+    }
+
+    @Test(timeout = 10_000L)
+    public void shouldCancelActiveRpcWhenManagerCloses() throws Exception {
+        FakeMilvusServer server = new FakeMilvusServer();
+        Fixture fixture = new Fixture(server, 1, 5_000L);
+        ExecutorService executor = Executors.newFixedThreadPool(2);
+        try {
+            fixture.manager.markCollectionLoaded("docs");
+            QueryBlock block = server.blockQueries();
+            Future<?> operation = executor.submit(() ->
+                query(fixture.manager));
+            block.awaitEntered();
+
+            Future<?> close = executor.submit(fixture.manager::close);
+            block.awaitCancelled();
+            close.get(AWAIT_SECONDS, TimeUnit.SECONDS);
+            assertFutureFails(operation);
+
+            try {
+                fixture.manager.withClient(client -> null);
+                Assert.fail("A closed manager must reject client borrows");
+            } catch (IllegalStateException expected) {
+                Assert.assertEquals("Milvus client pool is closed", expected.getMessage());
+            }
+        } finally {
+            executor.shutdownNow();
+            fixture.close();
+            server.close();
+        }
+    }
+
+    @Test(timeout = 10_000L)
+    public void shouldCancelActiveRpcWhenManagerReconfigures() throws Exception {
+        try (FakeMilvusServer server = new FakeMilvusServer();
+             Fixture fixture = new Fixture(server, 1, 5_000L)) {
+            ExecutorService executor = Executors.newFixedThreadPool(2);
+            try {
+                QueryBlock block = server.blockQueries();
+                Future<?> operation = executor.submit(() ->
+                    query(fixture.manager));
+                block.awaitEntered();
+
+                fixture.config.setPoolMaxTotal(2);
+                Future<Boolean> reconfigure = executor.submit(() ->
+                    fixture.manager.reconfigureIfNeeded(fixture.config));
+                block.awaitCancelled();
+
+                Assert.assertTrue(reconfigure.get(
+                    AWAIT_SECONDS, TimeUnit.SECONDS));
+                assertFutureFails(operation);
+
+                server.succeedQueries();
+                query(fixture.manager);
+            } finally {
+                executor.shutdownNow();
+            }
+        }
+    }
+
+    private static Object query(MilvusClientManager manager) {
+        return manager.withClient(client -> client.query(
+            QueryReq.builder()
+                .collectionName("docs")
+                .filter("id == \"synthetic-id\"")
+                .outputFields(List.of("id"))
+                .build()
+        ));
+    }
+
+    private static List<Document> search(MilvusVectorStore store, String collection) {
+        return search(store, StoreOptions.ofCollectionName(collection));
+    }
+
+    private static List<Document> search(
+        MilvusVectorStore store,
+        StoreOptions options
+    ) {
+        SearchWrapper wrapper = new SearchWrapper();
+        wrapper.setWithVector(false);
+        wrapper.eq("id", "synthetic-id");
+        return store.search(wrapper, options);
+    }
+
+    private static void assertSearchFails(MilvusVectorStore store, String collection) {
+        try {
+            search(store, collection);
+            Assert.fail("The synthetic Milvus failure must be propagated");
+        } catch (RuntimeException expected) {
+            Assert.assertNotNull(expected);
+        }
+    }
+
+    private static void assertFutureFails(Future<?> future)
+        throws InterruptedException, TimeoutException {
+        futureFailure(future);
+    }
+
+    private static Throwable futureFailure(Future<?> future)
+        throws InterruptedException, TimeoutException {
+        try {
+            future.get(AWAIT_SECONDS, TimeUnit.SECONDS);
+            Assert.fail("The synthetic Milvus failure must be propagated");
+        } catch (ExecutionException expected) {
+            Assert.assertNotNull(expected.getCause());
+            return expected.getCause();
+        }
+        throw new AssertionError("Expected future to fail");
+    }
+
+    private static void awaitCondition(BooleanSupplier condition)
+        throws InterruptedException, TimeoutException {
+        long deadline = System.nanoTime() + TimeUnit.SECONDS.toNanos(AWAIT_SECONDS);
+        while (!condition.getAsBoolean()) {
+            if (System.nanoTime() >= deadline) {
+                throw new TimeoutException("Timed out waiting for test condition");
+            }
+            if (Thread.interrupted()) {
+                throw new InterruptedException();
+            }
+            Thread.onSpinWait();
+        }
+    }
+
+    private static final class Fixture implements AutoCloseable {
+
+        private final MilvusVectorStoreConfig config;
+        private final MilvusClientManager manager;
+        private final MilvusVectorStore store;
+
+        private Fixture(FakeMilvusServer server, int poolSize, long searchTimeoutMillis) {
+            config = new MilvusVectorStoreConfig();
+            config.setUri(server.uri());
+            config.setDefaultCollectionName("docs");
+            config.setPoolMaxTotal(poolSize);
+            config.setPoolMaxTotalPerKey(poolSize);
+            config.setPoolMaxIdlePerKey(poolSize);
+            config.setPoolMinIdlePerKey(0);
+            config.setPoolMaxWaitMillis(1_000L);
+            config.setSearchTimeoutMillis(searchTimeoutMillis);
+            manager = new MilvusClientManager(config);
+            store = new MilvusVectorStore(config, manager);
+        }
+
+        @Override
+        public void close() {
+            store.close();
+            manager.close();
+        }
+    }
+
+    private static final class RacingMilvusClientManager
+        extends MilvusClientManager {
+
+        private final String collectionName;
+        private final AtomicInteger observations = new AtomicInteger();
+
+        private RacingMilvusClientManager(
+            MilvusVectorStoreConfig config,
+            String collectionName
+        ) {
+            super(config);
+            this.collectionName = collectionName;
+        }
+
+        @Override
+        boolean isCollectionLoaded(String requestedCollectionName) {
+            if (collectionName.equals(requestedCollectionName)) {
+                int observation = observations.getAndIncrement();
+                if (observation == 0) {
+                    return false;
+                }
+                if (observation == 1) {
+                    return true;
+                }
+            }
+            return super.isCollectionLoaded(requestedCollectionName);
+        }
+    }
+
+    private static final class QueryBlock {
+
+        private final CountDownLatch entered = new CountDownLatch(1);
+        private final CountDownLatch cancelled = new CountDownLatch(1);
+
+        private void awaitEntered() throws InterruptedException {
+            Assert.assertTrue(entered.await(AWAIT_SECONDS, TimeUnit.SECONDS));
+        }
+
+        private void awaitCancelled() throws InterruptedException {
+            Assert.assertTrue(cancelled.await(AWAIT_SECONDS, TimeUnit.SECONDS));
+        }
+    }
+
+    private static final class LoadGate {
+
+        private final CountDownLatch entered = new CountDownLatch(1);
+        private final CountDownLatch release = new CountDownLatch(1);
+
+        private void awaitEntered() throws InterruptedException {
+            Assert.assertTrue(entered.await(AWAIT_SECONDS, TimeUnit.SECONDS));
+        }
+
+        private void release() {
+            release.countDown();
+        }
+    }
+
+    private static final class FakeMilvusServer implements AutoCloseable {
+
+        private static final io.milvus.grpc.Status SUCCESS =
+            io.milvus.grpc.Status.newBuilder()
+                .setErrorCode(ErrorCode.Success)
+                .setCode(0)
+                .build();
+
+        private final AtomicInteger connectCalls = new AtomicInteger();
+        private final AtomicInteger queryCalls = new AtomicInteger();
+        private final AtomicInteger activeLoads = new AtomicInteger();
+        private final AtomicInteger maxConcurrentLoads = new AtomicInteger();
+        private final AtomicBoolean querySawDeadline = new AtomicBoolean();
+        private final ConcurrentHashMap<String, AtomicInteger> loadCalls =
+            new ConcurrentHashMap<>();
+        private final ConcurrentHashMap<String, LoadGate> loadGates =
+            new ConcurrentHashMap<>();
+        private final Set<String> loadedCollections = ConcurrentHashMap.newKeySet();
+        private final Set<String> failNextLoads = ConcurrentHashMap.newKeySet();
+        private final ExecutorService rpcExecutor = Executors.newCachedThreadPool();
+        private final Server server;
+        private volatile QueryAction queryAction = QueryAction.SUCCESS;
+        private volatile QueryBlock queryBlock;
+
+        private FakeMilvusServer() throws IOException {
+            server = NettyServerBuilder.forPort(0)
+                .executor(rpcExecutor)
+                .addService(new Service())
+                .build()
+                .start();
+        }
+
+        private String uri() {
+            return "http://127.0.0.1:" + server.getPort();
+        }
+
+        private void succeedQueries() {
+            queryAction = QueryAction.SUCCESS;
+            queryBlock = null;
+        }
+
+        private void failQueriesWithUnavailable() {
+            queryAction = QueryAction.UNAVAILABLE;
+            queryBlock = null;
+        }
+
+        private QueryBlock blockQueries() {
+            QueryBlock block = new QueryBlock();
+            queryBlock = block;
+            queryAction = QueryAction.BLOCK;
+            return block;
+        }
+
+        private LoadGate blockLoad(String collectionName) {
+            LoadGate gate = new LoadGate();
+            loadGates.put(collectionName, gate);
+            return gate;
+        }
+
+        private void failNextLoad(String collectionName) {
+            failNextLoads.add(collectionName);
+        }
+
+        private int loadCalls(String collectionName) {
+            AtomicInteger calls = loadCalls.get(collectionName);
+            return calls == null ? 0 : calls.get();
+        }
+
+        @Override
+        public void close() {
+            for (LoadGate gate : new ArrayList<>(loadGates.values())) {
+                gate.release();
+            }
+            server.shutdownNow();
+            try {
+                server.awaitTermination(AWAIT_SECONDS, TimeUnit.SECONDS);
+            } catch (InterruptedException exception) {
+                Thread.currentThread().interrupt();
+            } finally {
+                rpcExecutor.shutdownNow();
+            }
+        }
+
+        private enum QueryAction {
+            SUCCESS,
+            UNAVAILABLE,
+            BLOCK
+        }
+
+        private final class Service extends MilvusServiceGrpc.MilvusServiceImplBase {
+
+            @Override
+            public void connect(
+                ConnectRequest request,
+                StreamObserver<ConnectResponse> observer
+            ) {
+                connectCalls.incrementAndGet();
+                observer.onNext(ConnectResponse.newBuilder()
+                    .setStatus(SUCCESS)
+                    .setIdentifier(1L)
+                    .build());
+                observer.onCompleted();
+            }
+
+            @Override
+            public void listDatabases(
+                ListDatabasesRequest request,
+                StreamObserver<ListDatabasesResponse> observer
+            ) {
+                observer.onNext(ListDatabasesResponse.newBuilder()
+                    .setStatus(SUCCESS)
+                    .addDbNames("default")
+                    .build());
+                observer.onCompleted();
+            }
+
+            @Override
+            public void checkHealth(
+                CheckHealthRequest request,
+                StreamObserver<CheckHealthResponse> observer
+            ) {
+                observer.onNext(CheckHealthResponse.newBuilder()
+                    .setStatus(SUCCESS)
+                    .setIsHealthy(true)
+                    .build());
+                observer.onCompleted();
+            }
+
+            @Override
+            public void getLoadState(
+                GetLoadStateRequest request,
+                StreamObserver<GetLoadStateResponse> observer
+            ) {
+                LoadState state = loadedCollections.contains(request.getCollectionName())
+                    ? LoadState.LoadStateLoaded
+                    : LoadState.LoadStateNotLoad;
+                observer.onNext(GetLoadStateResponse.newBuilder()
+                    .setStatus(SUCCESS)
+                    .setState(state)
+                    .build());
+                observer.onCompleted();
+            }
+
+            @Override
+            public void describeCollection(
+                DescribeCollectionRequest request,
+                StreamObserver<DescribeCollectionResponse> observer
+            ) {
+                CollectionSchema schema = CollectionSchema.newBuilder()
+                    .setName(request.getCollectionName())
+                    .addFields(FieldSchema.newBuilder()
+                        .setName("id")
+                        .setIsPrimaryKey(true)
+                        .setDataType(DataType.VarChar)
+                        .build())
+                    .build();
+                observer.onNext(DescribeCollectionResponse.newBuilder()
+                    .setStatus(SUCCESS)
+                    .setCollectionName(request.getCollectionName())
+                    .setSchema(schema)
+                    .build());
+                observer.onCompleted();
+            }
+
+            @Override
+            public void loadCollection(
+                LoadCollectionRequest request,
+                StreamObserver<io.milvus.grpc.Status> observer
+            ) {
+                String collectionName = request.getCollectionName();
+                loadCalls.computeIfAbsent(
+                    collectionName, ignored -> new AtomicInteger()).incrementAndGet();
+                LoadGate gate = loadGates.get(collectionName);
+                if (gate != null) {
+                    int active = activeLoads.incrementAndGet();
+                    maxConcurrentLoads.accumulateAndGet(active, Math::max);
+                    gate.entered.countDown();
+                    try {
+                        if (!gate.release.await(AWAIT_SECONDS, TimeUnit.SECONDS)) {
+                            observer.onError(io.grpc.Status.DEADLINE_EXCEEDED
+                                .withDescription("test load gate timed out")
+                                .asRuntimeException());
+                            return;
+                        }
+                    } catch (InterruptedException exception) {
+                        Thread.currentThread().interrupt();
+                        observer.onError(io.grpc.Status.CANCELLED
+                            .withCause(exception)
+                            .asRuntimeException());
+                        return;
+                    } finally {
+                        activeLoads.decrementAndGet();
+                    }
+                }
+                if (failNextLoads.remove(collectionName)) {
+                    observer.onNext(io.milvus.grpc.Status.newBuilder()
+                        .setErrorCode(ErrorCode.UnexpectedError)
+                        .setCode(1)
+                        .setReason("synthetic load failure")
+                        .build());
+                    observer.onCompleted();
+                    return;
+                }
+                loadedCollections.add(collectionName);
+                observer.onNext(SUCCESS);
+                observer.onCompleted();
+            }
+
+            @Override
+            public void query(
+                QueryRequest request,
+                StreamObserver<QueryResults> observer
+            ) {
+                queryCalls.incrementAndGet();
+                querySawDeadline.compareAndSet(
+                    false, Context.current().getDeadline() != null);
+                QueryAction action = queryAction;
+                if (action == QueryAction.UNAVAILABLE) {
+                    observer.onError(io.grpc.Status.UNAVAILABLE
+                        .withDescription("synthetic query failure")
+                        .asRuntimeException());
+                    return;
+                }
+                if (action == QueryAction.BLOCK) {
+                    QueryBlock block = queryBlock;
+                    @SuppressWarnings("unchecked")
+                    ServerCallStreamObserver<QueryResults> serverObserver =
+                        (ServerCallStreamObserver<QueryResults>) observer;
+                    serverObserver.setOnCancelHandler(block.cancelled::countDown);
+                    block.entered.countDown();
+                    return;
+                }
+                observer.onNext(QueryResults.newBuilder()
+                    .setStatus(SUCCESS)
+                    .setCollectionName(request.getCollectionName())
+                    .build());
+                observer.onCompleted();
+            }
+        }
+    }
+}

easy-agents-store/easy-agents-store-milvus/src/test/java/com/easyagents/store/milvus/MilvusVectorStoreIntegrationTest.java

@@ -0,0 +1,190 @@
+package com.easyagents.store.milvus;
+
+import com.easyagents.core.document.Document;
+import com.easyagents.core.store.SearchWrapper;
+import com.easyagents.core.store.StoreOptions;
+import io.milvus.v2.service.collection.request.DropCollectionReq;
+import org.junit.Assert;
+import org.junit.Assume;
+import org.junit.Test;
+
+import java.util.List;
+import java.util.UUID;
+import java.util.concurrent.CountDownLatch;
+import java.util.concurrent.ExecutionException;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.Future;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.AtomicReference;
+
+/**
+ * Opt-in compatibility smoke tests for a real Milvus instance.
+ */
+public class MilvusVectorStoreIntegrationTest {
+
+    @Test
+    public void shouldCrudAgainstRealMilvusAndRecoverPooledClients() throws Exception {
+        String uri = System.getenv("MILVUS_TEST_URI");
+        Assume.assumeTrue("MILVUS_TEST_URI is not configured", uri != null && !uri.isBlank());
+        String collectionName = "easy_agents_sdk_2311_" + UUID.randomUUID().toString().replace("-", "");
+        MilvusVectorStoreConfig config = new MilvusVectorStoreConfig();
+        config.setUri(uri);
+        config.setDefaultCollectionName(collectionName);
+        config.setPoolMaxTotal(1);
+        config.setPoolMaxTotalPerKey(1);
+        config.setPoolMaxIdlePerKey(1);
+        config.setPoolMinIdlePerKey(0);
+        config.setPoolMaxWaitMillis(250L);
+        MilvusClientManager manager = new MilvusClientManager(config);
+        MilvusVectorStore store = new MilvusVectorStore(config, manager);
+        StoreOptions options = StoreOptions.ofCollectionName(collectionName);
+        try {
+            Document first = document("chunk-1", "first", 1.0F, 0.0F);
+            Document second = document("chunk-2", "second", 0.0F, 1.0F);
+            Assert.assertTrue(store.store(List.of(first, second), options).isSuccess());
+
+            SearchWrapper nearest = new SearchWrapper();
+            nearest.setVector(new float[] { 1.0F, 0.0F });
+            nearest.setMaxResults(1);
+            List<Document> initial = store.search(nearest, options);
+            Assert.assertEquals(1, initial.size());
+            Assert.assertEquals("chunk-1", String.valueOf(initial.get(0).getId()));
+
+            Document updated = document("chunk-1", "updated", 1.0F, 0.0F);
+            Assert.assertTrue(store.update(List.of(updated), options).isSuccess());
+            Assert.assertEquals("updated", store.search(nearest, options).get(0).getContent());
+
+            Assert.assertTrue(store.delete(List.of("chunk-2"), options).isSuccess());
+            SearchWrapper deleted = new SearchWrapper();
+            deleted.setWithVector(false);
+            deleted.eq("id", "chunk-2");
+            Assert.assertTrue(store.search(deleted, options).isEmpty());
+
+            assertQueryFailureIsNotReportedAsEmpty(store, options);
+            assertPoolExhaustionIsBounded(manager);
+            assertBusinessFailurePreservesClient(manager);
+            Assert.assertTrue(store.checkAvailable());
+        } finally {
+            try {
+                manager.withClient(client -> {
+                    client.dropCollection(DropCollectionReq.builder()
+                        .collectionName(collectionName)
+                        .build());
+                    return null;
+                });
+            } finally {
+                store.close();
+                manager.close();
+            }
+        }
+        try {
+            manager.getActiveClientCount();
+            Assert.fail("A closed pool must reject further use");
+        } catch (IllegalStateException expected) {
+            Assert.assertEquals("Milvus client pool is closed", expected.getMessage());
+        }
+    }
+
+    private static void assertQueryFailureIsNotReportedAsEmpty(
+        MilvusVectorStore store,
+        StoreOptions options
+    ) {
+        SearchWrapper invalid = new SearchWrapper();
+        invalid.setWithVector(false);
+        invalid.eq("id", "chunk-1");
+        StoreOptions invalidOptions = StoreOptions.ofCollectionName(
+            options.getCollectionName()
+        ).partitionName("__missing_partition__");
+        try {
+            store.search(invalid, invalidOptions);
+            Assert.fail("A Milvus query failure must not be reported as an empty result");
+        } catch (RuntimeException expected) {
+            Assert.assertNotNull(expected.getMessage());
+        }
+    }
+
+    private static void assertBusinessFailurePreservesClient(MilvusClientManager manager)
+        throws InterruptedException, ExecutionException {
+        ExecutorService executor = Executors.newFixedThreadPool(2);
+        CountDownLatch borrowed = new CountDownLatch(1);
+        CountDownLatch waiterStarted = new CountDownLatch(1);
+        CountDownLatch fail = new CountDownLatch(1);
+        AtomicReference<Object> failedClient = new AtomicReference<>();
+        try {
+            Future<?> failing = executor.submit(() -> {
+                try {
+                    manager.withClient(client -> {
+                        failedClient.set(client);
+                        borrowed.countDown();
+                        try {
+                            if (!fail.await(2, TimeUnit.SECONDS)) {
+                                throw new IllegalStateException("Timed out waiting to fail client");
+                            }
+                        } catch (InterruptedException exception) {
+                            Thread.currentThread().interrupt();
+                            throw new IllegalStateException(exception);
+                        }
+                        throw new IllegalStateException("synthetic RPC failure");
+                    });
+                    Assert.fail("The synthetic client failure must be propagated");
+                } catch (IllegalStateException expected) {
+                    Assert.assertEquals("synthetic RPC failure", expected.getMessage());
+                }
+            });
+            Assert.assertTrue(borrowed.await(2, TimeUnit.SECONDS));
+            Future<Object> waiting = executor.submit(() -> {
+                waiterStarted.countDown();
+                return manager.withClient(client -> client);
+            });
+            Assert.assertTrue(waiterStarted.await(2, TimeUnit.SECONDS));
+            fail.countDown();
+            failing.get();
+            Assert.assertSame(failedClient.get(), waiting.get());
+        } finally {
+            fail.countDown();
+            executor.shutdownNow();
+        }
+    }
+
+    private static void assertPoolExhaustionIsBounded(MilvusClientManager manager)
+        throws InterruptedException, ExecutionException {
+        ExecutorService executor = Executors.newFixedThreadPool(2);
+        CountDownLatch borrowed = new CountDownLatch(1);
+        CountDownLatch release = new CountDownLatch(1);
+        try {
+            Future<?> holder = executor.submit(() -> manager.withClient(client -> {
+                borrowed.countDown();
+                try {
+                    if (!release.await(2, TimeUnit.SECONDS)) {
+                        throw new IllegalStateException("Timed out waiting to release pooled client");
+                    }
+                } catch (InterruptedException exception) {
+                    Thread.currentThread().interrupt();
+                    throw new IllegalStateException(exception);
+                }
+                return null;
+            }));
+            Assert.assertTrue(borrowed.await(2, TimeUnit.SECONDS));
+            Future<?> waiter = executor.submit(() -> manager.withClient(client -> null));
+            try {
+                waiter.get();
+                Assert.fail("Pool exhaustion must fail after the configured wait");
+            } catch (ExecutionException expected) {
+                Assert.assertNotNull(expected.getCause());
+            }
+            release.countDown();
+            holder.get();
+        } finally {
+            release.countDown();
+            executor.shutdownNow();
+        }
+    }
+
+    private static Document document(String id, String content, float first, float second) {
+        Document document = Document.of(content);
+        document.setId(id);
+        document.setVector(new float[] { first, second });
+        return document;
+    }
+}

pom.xml

@@ -54,6 +54,7 @@
         <calcite.version>1.42.0</calcite.version>
         <h2.version>2.3.232</h2.version>
         <quartz.version>2.5.2</quartz.version>
+        <milvus.version>2.3.11</milvus.version>
     </properties>
 
 
@@ -152,6 +153,12 @@
                 <version>${quartz.version}</version>
             </dependency>
 
+            <dependency>
+                <groupId>io.milvus</groupId>
+                <artifactId>milvus-sdk-java</artifactId>
+                <version>${milvus.version}</version>
+            </dependency>
+
             <!--easy-agents dependency management-->
             <dependency>
                 <groupId>com.easyagents</groupId>