diff --git a/src/plugins/scalar-loading-script.js b/src/plugins/scalar-loading-script.js
index 88137c8fb2a18324b13cb109cab7a7c70cbf8aa1..a29a3e84b609e71512900bccbd5b2662b9f02321 100644
--- a/src/plugins/scalar-loading-script.js
+++ b/src/plugins/scalar-loading-script.js
@@ -1,72 +1,121 @@
-(function() {
-  // 检查是否在API文档页面
-  if (window.location.pathname.includes('/docs/openapi/')) {
-    // 创建加载指示器
-    const loadingIndicator = document.createElement('div');
-    loadingIndicator.className = 'scalar-loading-indicator';
-    loadingIndicator.id = 'scalar-loading-indicator';
-    
-    const spinner = document.createElement('div');
-    spinner.className = 'scalar-loading-spinner';
-    
-    const text = document.createElement('div');
-    text.className = 'scalar-loading-text';
-    text.textContent = '正在加载中...';
-    
-    loadingIndicator.appendChild(spinner);
-    loadingIndicator.appendChild(text);
-    
-    // 添加到body
-    document.body.appendChild(loadingIndicator);
-    
-    // 监控页面加载完成
-    window.addEventListener('load', function() {
-      // 监听Scalar容器加载完成
-      const checkScalarLoaded = setInterval(function() {
-        // 针对不同的页面检查不同的选择器
-        const selectors = [
-          '.scalar-api-reference',  // v1 API页面
-          '[data-scalar-api-reference]' // 备用选择器
-        ];
-        
-        let isLoaded = false;
-        
-        for (const selector of selectors) {
-          const container = document.querySelector(selector);
-          if (container && (container.children.length > 0 || container.shadowRoot)) {
-            isLoaded = true;
-            break;
-          }
-        }
-        
-        if (isLoaded) {
-          // 内容已加载，淡出加载指示器
-          loadingIndicator.style.opacity = '0';
-          
-          // 动画结束后移除元素
-          setTimeout(() => {
-            document.body.removeChild(loadingIndicator);
-          }, 300);
-          
-          clearInterval(checkScalarLoaded);
+(function () {
+  try {
+    // 检查是否在API文档页面
+    if (window.location.pathname.includes('/docs/openapi/')) {
+      // 创建加载指示器
+      const loadingIndicator = document.createElement('div');
+      loadingIndicator.className = 'scalar-loading-indicator';
+      loadingIndicator.id = 'scalar-loading-indicator';
+
+      const spinner = document.createElement('div');
+      spinner.className = 'scalar-loading-spinner';
+
+      const text = document.createElement('div');
+      text.className = 'scalar-loading-text';
+      text.textContent = '正在加载中...';
+
+      loadingIndicator.appendChild(spinner);
+      loadingIndicator.appendChild(text);
+
+      // 添加到body
+      document.body.appendChild(loadingIndicator);
+
+      // 监听暗黑模式切换, 给 document.body 加上类名，适配 scalar 的 variables 样式
+      function updateScalarThemeClass() {
+        const theme =
+          document.documentElement.getAttribute('data-theme') ||
+          document.body.getAttribute('data-theme');
+
+        // 移除所有主题类
+        document.body.classList.remove('light-mode', 'dark-mode');
+
+        // 根据当前主题添加相应类
+        if (theme === 'dark') {
+          document.body.classList.add('dark-mode');
+        } else if (theme === 'light') {
+          document.body.classList.add('light-mode');
         }
-      }, 100);
-      
-      // 超时处理（20秒后仍未加载完成）
-      setTimeout(function() {
-        if (document.getElementById('scalar-loading-indicator')) {
-          loadingIndicator.style.opacity = '0';
-          
-          // 动画结束后移除元素
-          setTimeout(() => {
-            if (document.getElementById('scalar-loading-indicator')) {
-              document.body.removeChild(loadingIndicator);
+      }
+
+      // 监控页面加载完成
+      window.addEventListener('load', function () {
+        setTimeout(() => {
+          updateScalarThemeClass();
+        }, 1000);
+
+        // 监听Scalar容器加载完成
+        const checkScalarLoaded = setInterval(function () {
+          // 针对不同的页面检查不同的选择器
+          const selectors = [
+            '.scalar-api-reference', // v1 API页面
+            '[data-scalar-api-reference]', // 备用选择器
+          ];
+
+          let isLoaded = false;
+
+          for (const selector of selectors) {
+            const container = document.querySelector(selector);
+            if (
+              container &&
+              (container.children.length > 0 || container.shadowRoot)
+            ) {
+              isLoaded = true;
+              break;
             }
-          }, 300);
-          
-          clearInterval(checkScalarLoaded);
-        }
-      }, 20000);
-    });
+          }
+
+          if (isLoaded) {
+            // 内容已加载，淡出加载指示器
+            loadingIndicator.style.opacity = '0';
+
+            // 动画结束后移除元素
+            setTimeout(() => {
+              document.body.removeChild(loadingIndicator);
+            }, 300);
+
+            document.title = `接口文档 | 模力方舟（Gitee AI）`
+
+            clearInterval(checkScalarLoaded);
+          }
+        }, 100);
+
+        // 超时处理（20秒后仍未加载完成）
+        setTimeout(function () {
+          if (document.getElementById('scalar-loading-indicator')) {
+            loadingIndicator.style.opacity = '0';
+
+            // 动画结束后移除元素
+            setTimeout(() => {
+              if (document.getElementById('scalar-loading-indicator')) {
+                document.body.removeChild(loadingIndicator);
+              }
+            }, 300);
+
+            clearInterval(checkScalarLoaded);
+          }
+        }, 20000);
+      });
+
+      const themeObserver = new MutationObserver(function (mutations) {
+        mutations.forEach(function (mutation) {
+          if (
+            mutation.type === 'attributes' &&
+            mutation.attributeName === 'data-theme'
+          ) {
+            updateScalarThemeClass();
+          }
+        });
+      });
+      themeObserver.observe(document.documentElement, {
+        attributes: true,
+        attributeFilter: ['data-theme'],
+      });
+      themeObserver.observe(document.body, {
+        attributes: true,
+        attributeFilter: ['data-theme'],
+      });
+    }
+  } catch (e) {
+    console.log(e);
   }
-})(); 
\ No newline at end of file
+})();
diff --git a/src/plugins/scalar-loading-styles.css b/src/plugins/scalar-loading-styles.css
index 05e5eab4d2ef273815f8aeee29f97346c0fb650d..93b5ac4705ef8ade2ae58f09da148dad939907ac 100644
--- a/src/plugins/scalar-loading-styles.css
+++ b/src/plugins/scalar-loading-styles.css
@@ -36,6 +36,14 @@ ul > li > ul > li .sidebar-heading-link-title {
     margin: 10px 0;
 }
 
+.scalar-api-reference table {
+    overflow: unset;
+}
+
+.scalar-app .markdown pre {
+    margin-top: 10px;
+}
+
 /* Scalar API Reference 加载效果 */
 .scalar-loading-indicator {
     position: fixed;