diff --git a/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/common/enums/FormTypeEnum.java b/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/common/enums/FormTypeEnum.java
index 083ab7b85..ae043bdb6 100644
--- a/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/common/enums/FormTypeEnum.java
+++ b/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/common/enums/FormTypeEnum.java
@@ -3,9 +3,10 @@ package org.dromara.workflow.common.enums;
 import cn.hutool.core.util.StrUtil;
 import lombok.AllArgsConstructor;
 import lombok.Getter;
-import org.apache.commons.lang3.StringUtils;
 
 import java.util.Arrays;
+import java.util.Map;
+import java.util.stream.Collectors;
 
 /**
  * 任务状态枚举
@@ -15,10 +16,12 @@ import java.util.Arrays;
 @Getter
 @AllArgsConstructor
 public enum FormTypeEnum {
+
     /**
      * 自定义表单
      */
     STATIC("static", "自定义表单"),
+
     /**
      * 动态表单
      */
@@ -34,21 +37,18 @@ public enum FormTypeEnum {
      */
     private final String desc;
 
+    private static final Map<String, String> TYPE_DESC_MAP = Arrays.stream(values())
+        .collect(Collectors.toConcurrentMap(FormTypeEnum::getType, FormTypeEnum::getDesc));
+
     /**
      * 表单类型
      *
      * @param formType 表单类型
      */
     public static String findByType(String formType) {
-        if (StringUtils.isBlank(formType)) {
-            return StrUtil.EMPTY;
-        }
-
-        return Arrays.stream(FormTypeEnum.values())
-            .filter(statusEnum -> statusEnum.getType().equals(formType))
-            .findFirst()
-            .map(FormTypeEnum::getDesc)
-            .orElse(StrUtil.EMPTY);
+        // 从缓存中直接获取描述
+        return TYPE_DESC_MAP.getOrDefault(formType, StrUtil.EMPTY);
     }
+
 }
 
diff --git a/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/common/enums/MessageTypeEnum.java b/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/common/enums/MessageTypeEnum.java
index a28295822..0fe5cfe90 100644
--- a/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/common/enums/MessageTypeEnum.java
+++ b/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/common/enums/MessageTypeEnum.java
@@ -3,8 +3,10 @@ package org.dromara.workflow.common.enums;
 import lombok.AllArgsConstructor;
 import lombok.Getter;
 
+import java.util.Arrays;
 import java.util.Map;
-import java.util.concurrent.ConcurrentHashMap;
+import java.util.function.Function;
+import java.util.stream.Collectors;
 
 /**
  * 消息类型枚举
@@ -14,14 +16,17 @@ import java.util.concurrent.ConcurrentHashMap;
 @Getter
 @AllArgsConstructor
 public enum MessageTypeEnum {
+
     /**
      * 站内信
      */
     SYSTEM_MESSAGE("1", "站内信"),
+
     /**
      * 邮箱
      */
     EMAIL_MESSAGE("2", "邮箱"),
+
     /**
      * 短信
      */
@@ -31,21 +36,18 @@ public enum MessageTypeEnum {
 
     private final String desc;
 
-    private final static Map<String, MessageTypeEnum> MESSAGE_TYPE_ENUM_MAP = new ConcurrentHashMap<>(MessageTypeEnum.values().length);
-
-    static {
-        for (MessageTypeEnum messageType : MessageTypeEnum.values()) {
-            MESSAGE_TYPE_ENUM_MAP.put(messageType.code, messageType);
-        }
-    }
+    private static final Map<String, MessageTypeEnum> MESSAGE_TYPE_ENUM_MAP = Arrays.stream(values())
+        .collect(Collectors.toConcurrentMap(MessageTypeEnum::getCode, Function.identity()));
 
     /**
      * 根据消息类型 code 获取 MessageTypeEnum
+     *
      * @param code 消息类型code
      * @return MessageTypeEnum
      */
     public static MessageTypeEnum getByCode(String code) {
-        return MESSAGE_TYPE_ENUM_MAP.get(code);
+        return MESSAGE_TYPE_ENUM_MAP.getOrDefault(code, null);
     }
+
 }
 
diff --git a/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/common/enums/TaskStatusEnum.java b/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/common/enums/TaskStatusEnum.java
index 7b2f55c20..f6eca80cd 100644
--- a/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/common/enums/TaskStatusEnum.java
+++ b/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/common/enums/TaskStatusEnum.java
@@ -3,9 +3,10 @@ package org.dromara.workflow.common.enums;
 import cn.hutool.core.util.StrUtil;
 import lombok.AllArgsConstructor;
 import lombok.Getter;
-import org.apache.commons.lang3.StringUtils;
 
 import java.util.Arrays;
+import java.util.Map;
+import java.util.stream.Collectors;
 
 /**
  * 任务状态枚举
@@ -15,50 +16,62 @@ import java.util.Arrays;
 @Getter
 @AllArgsConstructor
 public enum TaskStatusEnum {
+
     /**
      * 撤销
      */
     CANCEL("cancel", "撤销"),
+
     /**
      * 通过
      */
     PASS("pass", "通过"),
+
     /**
      * 待审核
      */
     WAITING("waiting", "待审核"),
+
     /**
      * 作废
      */
     INVALID("invalid", "作废"),
+
     /**
      * 退回
      */
     BACK("back", "退回"),
+
     /**
      * 终止
      */
     TERMINATION("termination", "终止"),
+
     /**
      * 转办
      */
     TRANSFER("transfer", "转办"),
+
     /**
      * 委托
      */
     PENDING("pending", "委托"),
+
     /**
      * 抄送
      */
     COPY("copy", "抄送"),
+
     /**
      * 加签
      */
     SIGN("sign", "加签"),
+
     /**
      * 减签
      */
     SIGN_OFF("sign_off", "减签"),
+
     /**
      * 超时
      */
@@ -74,21 +87,18 @@ public enum TaskStatusEnum {
      */
     private final String desc;
 
+    private static final Map<String, String> STATUS_DESC_MAP = Arrays.stream(values())
+        .collect(Collectors.toConcurrentMap(TaskStatusEnum::getStatus, TaskStatusEnum::getDesc));
+
     /**
      * 任务业务状态
      *
      * @param status 状态
      */
     public static String findByStatus(String status) {
-        if (StringUtils.isBlank(status)) {
-            return StrUtil.EMPTY;
-        }
-
-        return Arrays.stream(TaskStatusEnum.values())
-            .filter(statusEnum -> statusEnum.getStatus().equals(status))
-            .findFirst()
-            .map(TaskStatusEnum::getDesc)
-            .orElse(StrUtil.EMPTY);
+        // 从缓存中直接获取描述
+        return STATUS_DESC_MAP.getOrDefault(status, StrUtil.EMPTY);
     }
+
 }
 
diff --git a/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/mapper/FlwDefMapper.java b/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/mapper/FlwDefMapper.java
index b7131184e..4b316d98d 100644
--- a/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/mapper/FlwDefMapper.java
+++ b/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/mapper/FlwDefMapper.java
@@ -13,6 +13,7 @@ import org.apache.ibatis.annotations.Param;
  * @date 2024-03-02
  */
 public interface FlwDefMapper {
+
     /**
      * 流程实例信息
      *
@@ -20,7 +21,6 @@ public interface FlwDefMapper {
      * @param queryWrapper 条件
      * @return 结果
      */
+    Page<FlowDefinition> page(@Param("page") Page<FlowDefinition> page, @Param(Constants.WRAPPER) Wrapper<FlowDefinition> queryWrapper);
 
-    Page<FlowDefinition> page(@Param("page") Page<FlowDefinition> page,
-                              @Param(Constants.WRAPPER) Wrapper<FlowDefinition> queryWrapper);
 }
diff --git a/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/mapper/FlwInstanceMapper.java b/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/mapper/FlwInstanceMapper.java
index 6bb0f1ece..bf63475f7 100644
--- a/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/mapper/FlwInstanceMapper.java
+++ b/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/mapper/FlwInstanceMapper.java
@@ -14,6 +14,7 @@ import org.dromara.workflow.domain.vo.FlowInstanceVo;
  * @date 2024-03-02
  */
 public interface FlwInstanceMapper {
+
     /**
      * 流程实例信息
      *
@@ -21,7 +22,6 @@ public interface FlwInstanceMapper {
      * @param queryWrapper 条件
      * @return 结果
      */
+    Page<FlowInstanceVo> page(@Param("page") Page<FlowInstanceVo> page, @Param(Constants.WRAPPER) Wrapper<FlowInstanceBo> queryWrapper);
 
-    Page<FlowInstanceVo> page(@Param("page") Page<FlowInstanceVo> page,
-                              @Param(Constants.WRAPPER) Wrapper<FlowInstanceBo> queryWrapper);
 }
diff --git a/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/mapper/FlwTaskMapper.java b/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/mapper/FlwTaskMapper.java
index cad896379..18a37d081 100644
--- a/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/mapper/FlwTaskMapper.java
+++ b/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/mapper/FlwTaskMapper.java
@@ -17,6 +17,7 @@ import org.dromara.workflow.domain.vo.FlowTaskVo;
  * @date 2024-03-02
  */
 public interface FlwTaskMapper {
+
     /**
      * 获取待办信息
      *
@@ -24,8 +25,7 @@ public interface FlwTaskMapper {
      * @param queryWrapper 条件
      * @return 结果
      */
-    Page<FlowTaskVo> getTaskWaitByPage(@Param("page") Page<FlowTaskVo> page,
-                                       @Param(Constants.WRAPPER) Wrapper<FlowTaskBo> queryWrapper);
+    Page<FlowTaskVo> getTaskWaitByPage(@Param("page") Page<FlowTaskVo> page, @Param(Constants.WRAPPER) Wrapper<FlowTaskBo> queryWrapper);
 
     /**
      * 获取已办
@@ -34,8 +34,7 @@ public interface FlwTaskMapper {
      * @param queryWrapper 条件
      * @return 结果
      */
-    Page<FlowHisTaskVo> getTaskFinishByPage(@Param("page") Page<FlowTaskVo> page,
-                                            @Param(Constants.WRAPPER) Wrapper<FlowTaskBo> queryWrapper);
+    Page<FlowHisTaskVo> getTaskFinishByPage(@Param("page") Page<FlowTaskVo> page, @Param(Constants.WRAPPER) Wrapper<FlowTaskBo> queryWrapper);
 
     /**
      * 查询当前用户的抄送
@@ -44,6 +43,5 @@ public interface FlwTaskMapper {
      * @param queryWrapper 条件
      * @return 结果
      */
-    Page<FlowTaskVo> getTaskCopyByPage(@Param("page") Page<FlowTaskVo> page,
-                                       @Param(Constants.WRAPPER) QueryWrapper<FlowTaskBo> queryWrapper);
+    Page<FlowTaskVo> getTaskCopyByPage(@Param("page") Page<FlowTaskVo> page, @Param(Constants.WRAPPER) QueryWrapper<FlowTaskBo> queryWrapper);
 }
diff --git a/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/utils/WorkflowUtils.java b/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/utils/WorkflowUtils.java
index 63a769375..4977a66bb 100644
--- a/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/utils/WorkflowUtils.java
+++ b/ruoyi-modules/ruoyi-workflow/src/main/java/org/dromara/workflow/utils/WorkflowUtils.java
@@ -45,36 +45,30 @@ public class WorkflowUtils {
      * @return 用户
      */
     public static List<UserDTO> getHandlerUser(List<User> userList) {
-        List<UserDTO> userDTOList = new ArrayList<>();
-        if (CollUtil.isNotEmpty(userList)) {
-            UserService userService = SpringUtils.getBean(UserService.class);
-            List<Long> userIds = new ArrayList<>();
-            List<Long> roleIds = new ArrayList<>();
-            List<Long> deptIds = new ArrayList<>();
-            for (User user : userList) {
-                if (user.getProcessedBy().startsWith("user:")) {
-                    userIds.add(Long.valueOf(StringUtils.substringAfter(user.getProcessedBy(), StrUtil.C_COLON)));
-                } else if (user.getProcessedBy().startsWith("role:")) {
-                    roleIds.add(Long.valueOf(StringUtils.substringAfter(user.getProcessedBy(), StrUtil.C_COLON)));
-                } else if (user.getProcessedBy().startsWith("dept:")) {
-                    deptIds.add(Long.valueOf(StringUtils.substringAfter(user.getProcessedBy(), StrUtil.C_COLON)));
-                } else {
-                    userIds.add(Long.valueOf(user.getProcessedBy()));
-                }
-            }
-            List<UserDTO> users = userService.selectListByIds(userIds);
-            if (CollUtil.isNotEmpty(users)) {
-                userDTOList.addAll(users);
-            }
-            List<UserDTO> roleUsers = userService.selectUsersByRoleIds(roleIds);
-            if (CollUtil.isNotEmpty(roleUsers)) {
-                userDTOList.addAll(roleUsers);
-            }
-            List<UserDTO> deptUsers = userService.selectUsersByDeptIds(deptIds);
-            if (CollUtil.isNotEmpty(deptUsers)) {
-                userDTOList.addAll(deptUsers);
+        if (CollUtil.isEmpty(userList)) {
+            return List.of();
+        }
+        UserService userService = SpringUtils.getBean(UserService.class);
+        List<Long> userIds = new ArrayList<>();
+        List<Long> roleIds = new ArrayList<>();
+        List<Long> deptIds = new ArrayList<>();
+        for (User user : userList) {
+            String processedBy = user.getProcessedBy();
+            Long id = Long.valueOf(StringUtils.substringAfter(processedBy, StrUtil.C_COLON));
+            if (processedBy.startsWith("user:")) {
+                userIds.add(id);
+            } else if (processedBy.startsWith("role:")) {
+                roleIds.add(id);
+            } else if (processedBy.startsWith("dept:")) {
+                deptIds.add(id);
+            } else {
+                userIds.add(Long.valueOf(processedBy));
             }
         }
+        // 合并不同类型用户
+        List<UserDTO> userDTOList = new ArrayList<>(userService.selectListByIds(userIds));
+        userDTOList.addAll(userService.selectUsersByRoleIds(roleIds));
+        userDTOList.addAll(userService.selectUsersByDeptIds(deptIds));
         return userDTOList;
     }
 
@@ -85,21 +79,22 @@ public class WorkflowUtils {
      * @return 用户
      */
     public static Set<User> getUser(List<User> userList) {
+        if (CollUtil.isEmpty(userList)) {
+            return Set.of();
+        }
         Set<User> list = new HashSet<>();
-        if (CollUtil.isNotEmpty(userList)) {
-            UserService userService = SpringUtils.getBean(UserService.class);
-            for (User user : userList) {
-                // 根据 processedBy 前缀判断处理人类型，分别获取用户列表
-                List<UserDTO> users = getAssociatedUsers(userService, user);
-                // 转换为 FlowUser 并添加到结果集合
-                if (CollUtil.isNotEmpty(users)) {
-                    users.forEach(dto -> {
-                        FlowUser flowUser = new FlowUser();
-                        flowUser.setType(user.getType());
-                        flowUser.setProcessedBy(String.valueOf(dto.getUserId()));
-                        list.add(flowUser);
-                    });
-                }
+        UserService userService = SpringUtils.getBean(UserService.class);
+        for (User user : userList) {
+            // 根据 processedBy 前缀判断处理人类型，分别获取用户列表
+            List<UserDTO> users = getAssociatedUsers(userService, user);
+            // 转换为 FlowUser 并添加到结果集合
+            if (CollUtil.isNotEmpty(users)) {
+                users.forEach(dto -> {
+                    FlowUser flowUser = new FlowUser();
+                    flowUser.setType(user.getType());
+                    flowUser.setProcessedBy(String.valueOf(dto.getUserId()));
+                    list.add(flowUser);
+                });
             }
         }
         return list;