diff --git a/snowy-plugin/snowy-plugin-dev/src/main/java/vip/xiaonuo/dev/modular/message/websocket/DevMessageWebSocket.java b/snowy-plugin/snowy-plugin-dev/src/main/java/vip/xiaonuo/dev/modular/message/websocket/DevMessageWebSocket.java
index 2e837fb4..ad58d5d3 100644
--- a/snowy-plugin/snowy-plugin-dev/src/main/java/vip/xiaonuo/dev/modular/message/websocket/DevMessageWebSocket.java
+++ b/snowy-plugin/snowy-plugin-dev/src/main/java/vip/xiaonuo/dev/modular/message/websocket/DevMessageWebSocket.java
@@ -5,6 +5,7 @@ import cn.hutool.core.util.ObjectUtil;
 import cn.hutool.http.HttpUtil;
 import cn.hutool.extra.spring.SpringUtil;
 import cn.hutool.json.JSONUtil;
+import jakarta.annotation.PreDestroy;
 import jakarta.websocket.*;
 import jakarta.websocket.server.ServerEndpoint;
 import lombok.extern.slf4j.Slf4j;
@@ -12,12 +13,14 @@ import org.springframework.stereotype.Component;
 import vip.xiaonuo.dev.modular.message.service.DevMessageService;
 
 import java.io.IOException;
+import java.nio.channels.ClosedChannelException;
 import java.nio.charset.Charset;
 import java.util.HashSet;
 import java.util.List;
 import java.util.Map;
 import java.util.Set;
 import java.util.concurrent.ConcurrentHashMap;
+import java.util.concurrent.atomic.AtomicBoolean;
 
 /**
  * 站内信WebSocket
@@ -40,6 +43,31 @@ public class DevMessageWebSocket {
      */
     private static final ConcurrentHashMap<String, String> SESSION_USER_MAP = new ConcurrentHashMap<>();
 
+    /**
+     * 应用关闭标志
+     */
+    private static final AtomicBoolean IS_SHUTTING_DOWN = new AtomicBoolean(false);
+
+    /**
+     * 应用关闭时优雅关闭所有WebSocket连接
+     */
+    @PreDestroy
+    public void destroy() {
+        IS_SHUTTING_DOWN.set(true);
+        log.info("应用关闭，开始清理WebSocket连接，当前连接数: {}", SESSION_POOL.size());
+        SESSION_POOL.values().forEach(session -> {
+            try {
+                if (session.isOpen()) {
+                    session.close(new CloseReason(CloseReason.CloseCodes.GOING_AWAY, "服务器关闭"));
+                }
+            } catch (Exception e) {
+                // 忽略关闭时的异常
+            }
+        });
+        SESSION_POOL.clear();
+        SESSION_USER_MAP.clear();
+    }
+
     @OnOpen
     public void onOpen(Session session) {
         try {
@@ -82,10 +110,29 @@ public class DevMessageWebSocket {
 
     @OnError
     public void onError(Session session, Throwable error) {
+        // 应用关闭时或通道已关闭时，忽略相关异常
+        if (IS_SHUTTING_DOWN.get() || isClosedException(error)) {
+            onClose(session);
+            return;
+        }
         log.error("WebSocket onError", error);
         onClose(session);
     }
 
+    /**
+     * 判断是否为关闭相关的异常
+     */
+    private boolean isClosedException(Throwable error) {
+        if (error instanceof ClosedChannelException) {
+            return true;
+        }
+        if (error instanceof IOException) {
+            Throwable cause = error.getCause();
+            return cause instanceof ClosedChannelException;
+        }
+        return false;
+    }
+
     @OnMessage
     public void onMessage(String message, Session session) {
         // 收到消息，暂不处理
diff --git a/snowy-web-app/src/main/resources/logback-spring.xml b/snowy-web-app/src/main/resources/logback-spring.xml
index d7109578..90c2e72b 100644
--- a/snowy-web-app/src/main/resources/logback-spring.xml
+++ b/snowy-web-app/src/main/resources/logback-spring.xml
@@ -5,7 +5,7 @@
     <include resource="org/springframework/boot/logging/logback/defaults.xml"/>
 
     <!-- 注册自定义转换器 -->
-    <conversionRule conversionWord="tid" converterClass="vip.xiaonuo.common.aspect.CustomTraceIdConverter" />
+    <conversionRule conversionWord="tid" class="vip.xiaonuo.common.aspect.CustomTraceIdConverter" />
 
     <!-- 定义自定义日志格式 -->
     <property  name="CUSTOM_LOG_PATTERN"