diff --git a/hippo4j-spring-boot/hippo4j-config-spring-boot-starter/src/main/java/cn/hippo4j/config/springboot/starter/config/DynamicThreadPoolAutoConfiguration.java b/hippo4j-spring-boot/hippo4j-config-spring-boot-starter/src/main/java/cn/hippo4j/config/springboot/starter/config/DynamicThreadPoolAutoConfiguration.java
index 51edf16c48..c1111f9969 100644
--- a/hippo4j-spring-boot/hippo4j-config-spring-boot-starter/src/main/java/cn/hippo4j/config/springboot/starter/config/DynamicThreadPoolAutoConfiguration.java
+++ b/hippo4j-spring-boot/hippo4j-config-spring-boot-starter/src/main/java/cn/hippo4j/config/springboot/starter/config/DynamicThreadPoolAutoConfiguration.java
@@ -71,7 +71,7 @@ public class DynamicThreadPoolAutoConfiguration {
     @Bean
     @ConditionalOnMissingBean
     @Order(Ordered.HIGHEST_PRECEDENCE)
-    public ApplicationContextHolder hippo4JApplicationContextHolder() {
+    public ApplicationContextHolder hippo4jApplicationContextHolder() {
         return new ApplicationContextHolder();
     }
 
@@ -93,7 +93,7 @@ public ThreadPoolConfigChange defaultThreadPoolConfigChangeHandler(Hippo4jSendMe
     }
 
     @Bean
-    public DynamicThreadPoolPostProcessor dynamicThreadPoolPostProcessor(ApplicationContextHolder hippo4JApplicationContextHolder) {
+    public DynamicThreadPoolPostProcessor dynamicThreadPoolPostProcessor() {
         return new DynamicThreadPoolPostProcessor(bootstrapConfigProperties);
     }
 
diff --git a/hippo4j-spring-boot/hippo4j-config-spring-boot-starter/src/main/java/cn/hippo4j/config/springboot/starter/support/DynamicThreadPoolPostProcessor.java b/hippo4j-spring-boot/hippo4j-config-spring-boot-starter/src/main/java/cn/hippo4j/config/springboot/starter/support/DynamicThreadPoolPostProcessor.java
index 44264686bb..586daf16ec 100644
--- a/hippo4j-spring-boot/hippo4j-config-spring-boot-starter/src/main/java/cn/hippo4j/config/springboot/starter/support/DynamicThreadPoolPostProcessor.java
+++ b/hippo4j-spring-boot/hippo4j-config-spring-boot-starter/src/main/java/cn/hippo4j/config/springboot/starter/support/DynamicThreadPoolPostProcessor.java
@@ -61,15 +61,14 @@ public Object postProcessBeforeInitialization(Object bean, String beanName) {
     @Override
     public Object postProcessAfterInitialization(Object bean, String beanName) throws BeansException {
         if (bean instanceof DynamicThreadPoolExecutor || DynamicThreadPoolAdapterChoose.match(bean)) {
-            DynamicThreadPool dynamicThreadPool;
             try {
-                dynamicThreadPool = ApplicationContextHolder.findAnnotationOnBean(beanName, DynamicThreadPool.class);
+                DynamicThreadPool dynamicThreadPool =
+                        Optional.ofNullable(ApplicationContextHolder.findAnnotationOnBean(beanName,
+                                        DynamicThreadPool.class))
+                                .orElse(DynamicThreadPoolAnnotationUtil.findAnnotationOnBean(beanName,
+                                        DynamicThreadPool.class));
                 if (Objects.isNull(dynamicThreadPool)) {
-                    // Adapt to lower versions of SpringBoot.
-                    dynamicThreadPool = DynamicThreadPoolAnnotationUtil.findAnnotationOnBean(beanName, DynamicThreadPool.class);
-                    if (Objects.isNull(dynamicThreadPool)) {
-                        return bean;
-                    }
+                    return bean;
                 }
             } catch (Exception ex) {
                 log.error("Failed to create dynamic thread pool in annotation mode.", ex);
@@ -79,7 +78,8 @@ public Object postProcessAfterInitialization(Object bean, String beanName) throw
             if ((dynamicThreadPoolExecutor = DynamicThreadPoolAdapterChoose.unwrap(bean)) == null) {
                 dynamicThreadPoolExecutor = (DynamicThreadPoolExecutor) bean;
             }
-            DynamicThreadPoolWrapper wrap = new DynamicThreadPoolWrapper(dynamicThreadPoolExecutor.getThreadPoolId(), dynamicThreadPoolExecutor);
+            DynamicThreadPoolWrapper wrap = new DynamicThreadPoolWrapper(dynamicThreadPoolExecutor.getThreadPoolId(),
+                    dynamicThreadPoolExecutor);
             ThreadPoolExecutor remoteThreadPoolExecutor = fillPoolAndRegister(wrap);
             DynamicThreadPoolAdapterChoose.replace(bean, remoteThreadPoolExecutor);
             return DynamicThreadPoolAdapterChoose.match(bean) ? bean : remoteThreadPoolExecutor;
@@ -168,7 +168,8 @@ private ExecutorProperties buildDefaultExecutorProperties(String threadPoolId, T
      * @param executorProperties executor properties
      */
     private void threadPoolParamReplace(ThreadPoolExecutor executor, ExecutorProperties executorProperties) {
-        BlockingQueue workQueue = BlockingQueueTypeEnum.createBlockingQueue(executorProperties.getBlockingQueue(), executorProperties.getQueueCapacity());
+        BlockingQueue workQueue = BlockingQueueTypeEnum.createBlockingQueue(executorProperties.getBlockingQueue(),
+                executorProperties.getQueueCapacity());
         ReflectUtil.setFieldValue(executor, "workQueue", workQueue);
         executor.setCorePoolSize(executorProperties.getCorePoolSize());
         executor.setMaximumPoolSize(executorProperties.getMaximumPoolSize());
@@ -205,7 +206,8 @@ private ExecutorProperties buildExecutorProperties(ExecutorProperties executorPr
                         .orElseGet(() -> Optional.ofNullable(configProperties.getDefaultExecutor()).map(each -> each.getQueueCapacity()).get()))
                 .rejectedHandler(Optional.ofNullable(executorProperties.getRejectedHandler())
                         .orElseGet(() -> Optional.ofNullable(configProperties.getDefaultExecutor()).map(each -> each.getRejectedHandler()).get()))
-                .threadNamePrefix(StringUtil.isBlank(executorProperties.getThreadNamePrefix()) ? executorProperties.getThreadPoolId() : executorProperties.getThreadNamePrefix())
+                .threadNamePrefix(StringUtil.isBlank(executorProperties.getThreadNamePrefix()) ?
+                        executorProperties.getThreadPoolId() : executorProperties.getThreadNamePrefix())
                 .threadPoolId(executorProperties.getThreadPoolId())
                 .build();
         return newExecutorProperties;
@@ -218,7 +220,8 @@ private ExecutorProperties buildExecutorProperties(ExecutorProperties executorPr
      * @return thread-pool notify alarm
      */
     private ThreadPoolNotifyAlarm buildThreadPoolNotifyAlarm(ExecutorProperties executorProperties) {
-        DynamicThreadPoolNotifyProperties notify = Optional.ofNullable(executorProperties).map(ExecutorProperties::getNotify).orElse(null);
+        DynamicThreadPoolNotifyProperties notify =
+                Optional.ofNullable(executorProperties).map(ExecutorProperties::getNotify).orElse(null);
         boolean isAlarm = Optional.ofNullable(executorProperties.getAlarm())
                 .orElseGet(() -> Optional.ofNullable(configProperties.getDefaultExecutor()).map(ExecutorProperties::getAlarm).orElse(true));
         int activeAlarm = Optional.ofNullable(executorProperties.getActiveAlarm())
diff --git a/hippo4j-spring-boot/hippo4j-spring-boot-starter/src/main/java/cn/hippo4j/springboot/starter/config/DynamicThreadPoolAutoConfiguration.java b/hippo4j-spring-boot/hippo4j-spring-boot-starter/src/main/java/cn/hippo4j/springboot/starter/config/DynamicThreadPoolAutoConfiguration.java
index fa290c2d0c..f824797e47 100644
--- a/hippo4j-spring-boot/hippo4j-spring-boot-starter/src/main/java/cn/hippo4j/springboot/starter/config/DynamicThreadPoolAutoConfiguration.java
+++ b/hippo4j-spring-boot/hippo4j-spring-boot-starter/src/main/java/cn/hippo4j/springboot/starter/config/DynamicThreadPoolAutoConfiguration.java
@@ -98,7 +98,7 @@ public DynamicThreadPoolBannerHandler threadPoolBannerHandler(ObjectProvider<Bui
     @Bean
     @ConditionalOnMissingBean
     @Order(Ordered.HIGHEST_PRECEDENCE)
-    public ApplicationContextHolder hippo4JApplicationContextHolder() {
+    public ApplicationContextHolder hippo4jApplicationContextHolder() {
         return new ApplicationContextHolder();
     }
 
diff --git a/hippo4j-spring-boot/hippo4j-spring-boot-starter/src/main/java/cn/hippo4j/springboot/starter/support/DynamicThreadPoolPostProcessor.java b/hippo4j-spring-boot/hippo4j-spring-boot-starter/src/main/java/cn/hippo4j/springboot/starter/support/DynamicThreadPoolPostProcessor.java
index 3362deb0a5..08d52c7a94 100644
--- a/hippo4j-spring-boot/hippo4j-spring-boot-starter/src/main/java/cn/hippo4j/springboot/starter/support/DynamicThreadPoolPostProcessor.java
+++ b/hippo4j-spring-boot/hippo4j-spring-boot-starter/src/main/java/cn/hippo4j/springboot/starter/support/DynamicThreadPoolPostProcessor.java
@@ -78,15 +78,14 @@ public Object postProcessBeforeInitialization(Object bean, String beanName) {
     @Override
     public Object postProcessAfterInitialization(Object bean, String beanName) throws BeansException {
         if (bean instanceof DynamicThreadPoolExecutor || DynamicThreadPoolAdapterChoose.match(bean)) {
-            DynamicThreadPool dynamicThreadPool;
             try {
-                dynamicThreadPool = ApplicationContextHolder.findAnnotationOnBean(beanName, DynamicThreadPool.class);
+                DynamicThreadPool dynamicThreadPool =
+                        Optional.ofNullable(ApplicationContextHolder.findAnnotationOnBean(beanName,
+                                        DynamicThreadPool.class))
+                                .orElse(DynamicThreadPoolAnnotationUtil.findAnnotationOnBean(beanName,
+                                        DynamicThreadPool.class));
                 if (Objects.isNull(dynamicThreadPool)) {
-                    // Adapt to lower versions of SpringBoot.
-                    dynamicThreadPool = DynamicThreadPoolAnnotationUtil.findAnnotationOnBean(beanName, DynamicThreadPool.class);
-                    if (Objects.isNull(dynamicThreadPool)) {
-                        return bean;
-                    }
+                    return bean;
                 }
             } catch (Exception ex) {
                 log.error("Failed to create dynamic thread pool in annotation mode.", ex);
@@ -96,7 +95,9 @@ public Object postProcessAfterInitialization(Object bean, String beanName) throw
             if ((dynamicThreadPoolExecutor = DynamicThreadPoolAdapterChoose.unwrap(bean)) == null) {
                 dynamicThreadPoolExecutor = (DynamicThreadPoolExecutor) bean;
             }
-            DynamicThreadPoolWrapper dynamicThreadPoolWrapper = new DynamicThreadPoolWrapper(dynamicThreadPoolExecutor.getThreadPoolId(), dynamicThreadPoolExecutor);
+            DynamicThreadPoolWrapper dynamicThreadPoolWrapper =
+                    new DynamicThreadPoolWrapper(dynamicThreadPoolExecutor.getThreadPoolId(),
+                            dynamicThreadPoolExecutor);
             ThreadPoolExecutor remoteThreadPoolExecutor = fillPoolAndRegister(dynamicThreadPoolWrapper);
             DynamicThreadPoolAdapterChoose.replace(bean, remoteThreadPoolExecutor);
             subscribeConfig(dynamicThreadPoolWrapper);
@@ -165,7 +166,8 @@ protected ThreadPoolExecutor fillPoolAndRegister(DynamicThreadPoolWrapper dynami
         } catch (Exception ex) {
             log.error("Failed to initialize thread pool configuration. error message: {}", ex.getMessage());
         }
-        GlobalThreadPoolManage.register(dynamicThreadPoolWrapper.getThreadPoolId(), threadPoolParameterInfo, dynamicThreadPoolWrapper);
+        GlobalThreadPoolManage.register(dynamicThreadPoolWrapper.getThreadPoolId(), threadPoolParameterInfo,
+                dynamicThreadPoolWrapper);
         return executor;
     }
 
@@ -176,7 +178,8 @@ protected ThreadPoolExecutor fillPoolAndRegister(DynamicThreadPoolWrapper dynami
      * @param threadPoolParameterInfo thread-pool parameter info
      */
     private void threadPoolParamReplace(ThreadPoolExecutor executor, ThreadPoolParameterInfo threadPoolParameterInfo) {
-        BlockingQueue workQueue = BlockingQueueTypeEnum.createBlockingQueue(threadPoolParameterInfo.getQueueType(), threadPoolParameterInfo.getCapacity());
+        BlockingQueue workQueue = BlockingQueueTypeEnum.createBlockingQueue(threadPoolParameterInfo.getQueueType(),
+                threadPoolParameterInfo.getCapacity());
         ReflectUtil.setFieldValue(executor, "workQueue", workQueue);
         executor.setCorePoolSize(threadPoolParameterInfo.corePoolSizeAdapt());
         executor.setMaximumPoolSize(threadPoolParameterInfo.maximumPoolSizeAdapt());