diff --git a/lib/core/components/confirm_box.dart b/lib/core/components/confirm_box.dart
new file mode 100644
index 0000000..139bb35
--- /dev/null
+++ b/lib/core/components/confirm_box.dart
@@ -0,0 +1,184 @@
+import 'package:flutter/material.dart';
+import 'package:flutter_screenutil/flutter_screenutil.dart';
+
+import '../utils/img_url.dart';
+
+/// ============================================================
+/// 【ConfirmBox】全局二次确认弹窗 —— 对标小程序 components/ConfirmBox
+///
+/// 一、与 Vue3 版的架构差异：
+///   小程序不支持动态插入 DOM，所以 Vue 版需要每个页面手动放置
+///   `<ConfirmBox />`，并在 service.js 里按路由注册 controller。
+///   Flutter 的 showDialog 可以从任意 context 直接弹出（等价于 Web
+///   动态挂载），因此这里无需注册机制，单文件即可全局使用。
+///
+/// 二、用法（对标 Vue 的 `await proxy.$confirm({...})`）：
+///   final ok = await showConfirmBox(
+///     context,
+///     title: '提示',
+///     content: '确定要删除吗？',
+///   );
+///   点"确定"返回 true；点"取消"、点遮罩、按返回键返回 false。
+/// ============================================================
+Future<bool> showConfirmBox(
+  BuildContext context, {
+  String title = '提示',
+  String content = '',
+  String cancelText = '取消',
+  String confirmText = '确定',
+  bool showCancel = true,
+  double? minWidth, // 弹窗最小宽度（逻辑像素，调用方自行 .w 换算）
+}) {
+  return showDialog<bool>(
+    context: context,
+    barrierDismissible: true, // 点遮罩关闭 → false（对标 onPopupClose）
+    barrierColor: Colors.black54,
+    builder: (_) => ConfirmBox(
+      title: title,
+      content: content,
+      cancelText: cancelText,
+      confirmText: confirmText,
+      showCancel: showCancel,
+      minWidth: minWidth,
+    ),
+  ).then((result) => result ?? false);
+}
+
+class ConfirmBox extends StatelessWidget {
+  const ConfirmBox({
+    super.key,
+    required this.title,
+    required this.content,
+    required this.cancelText,
+    required this.confirmText,
+    required this.showCancel,
+    this.minWidth,
+  });
+
+  final String title;
+  final String content;
+  final String cancelText;
+  final String confirmText;
+  final bool showCancel;
+  final double? minWidth;
+
+  @override
+  Widget build(BuildContext context) {
+    return Dialog(
+      backgroundColor: Colors.transparent,
+      child: Container(
+        padding: EdgeInsets.symmetric(vertical: 30.w, horizontal: 15.w), // 60rpx 30rpx
+        constraints:
+            minWidth != null ? BoxConstraints(minWidth: minWidth!) : null,
+        decoration: BoxDecoration(
+          borderRadius: BorderRadius.circular(20.w), // 40rpx
+          image: DecorationImage(
+            image: NetworkImage(
+                ImgUrl.build('/StaticResource/2026-03-31/header-bac.png')),
+            fit: BoxFit.fill, // background-size: 100% 100%
+          ),
+        ),
+        child: Column(
+          mainAxisSize: MainAxisSize.min,
+          children: [
+            if (title.isNotEmpty)
+              Text(
+                title,
+                style: TextStyle(
+                  fontSize: 16.sp, // 32rpx
+                  fontWeight: FontWeight.w600,
+                  color: const Color(0xFF1D2B47),
+                ),
+              ),
+            if (content.isNotEmpty)
+              Padding(
+                padding: EdgeInsets.only(top: 18.w), // 36rpx
+                child: ConstrainedBox(
+                  constraints: BoxConstraints(maxWidth: 263.w), // max-width 526rpx
+                  child: Text(
+                    content,
+                    style: TextStyle(
+                      fontSize: 14.sp, // 28rpx
+                      color: const Color(0xFF1D2B47),
+                    ),
+                  ),
+                ),
+              ),
+            Padding(
+              padding: EdgeInsets.only(top: 23.w), // 46rpx
+              child: Row(
+                mainAxisSize: MainAxisSize.min,
+                children: [
+                  if (showCancel) ...[
+                    _buildButton(
+                      text: cancelText,
+                      backgroundColor: const Color(0xFFFDFFFF),
+                      textColor: const Color(0xFF6195F6),
+                      onTap: () => Navigator.of(context).pop(false),
+                    ),
+                    SizedBox(width: 10.w), // 20rpx
+                  ],
+                  _buildButton(
+                    text: confirmText,
+                    gradient: const LinearGradient(
+                      // CSS: linear-gradient(360deg, #8AD1FD -11.22%, #3C84FF 60.2%, #3D7DF5 100%)
+                      begin: Alignment.bottomCenter,
+                      end: Alignment.topCenter,
+                      colors: [
+                        Color(0xFF8AD1FD),
+                        Color(0xFF3C84FF),
+                        Color(0xFF3D7DF5),
+                      ],
+                      stops: [0, 0.602, 1],
+                    ),
+                    textColor: Colors.white,
+                    onTap: () => Navigator.of(context).pop(true),
+                  ),
+                ],
+              ),
+            ),
+          ],
+        ),
+      ),
+    );
+  }
+
+  /// 胶囊按钮（对标 default-button5 渐变确定键 / default-button6 白底取消键）
+  Widget _buildButton({
+    required String text,
+    required Color textColor,
+    required VoidCallback onTap,
+    Color? backgroundColor,
+    Gradient? gradient,
+  }) {
+    return GestureDetector(
+      onTap: onTap,
+      child: Container(
+        height: 46.w, // 92rpx
+        padding: EdgeInsets.symmetric(horizontal: 20.w),
+        constraints: BoxConstraints(minWidth: 135.w), // min-width 270rpx
+        alignment: Alignment.center,
+        decoration: BoxDecoration(
+          color: backgroundColor,
+          gradient: gradient,
+          borderRadius: BorderRadius.circular(100), // border-radius: 100px
+          boxShadow: gradient != null
+              ? [
+                  // CSS: 0px 15px 11.3px rgba(61,125,245,0.08)
+                  // （inset 内发光 Flutter 不支持，省略）
+                  BoxShadow(
+                    color: const Color(0x143D7DF5),
+                    offset: Offset(0, 15.w),
+                    blurRadius: 11.w,
+                  ),
+                ]
+              : null,
+        ),
+        child: Text(
+          text,
+          style: TextStyle(fontSize: 16.sp, color: textColor), // 32rpx
+        ),
+      ),
+    );
+  }
+}
diff --git a/lib/core/network/dio_client.dart b/lib/core/network/dio_client.dart
index ec0cd35..f928674 100644
--- a/lib/core/network/dio_client.dart
+++ b/lib/core/network/dio_client.dart
@@ -37,31 +37,32 @@ import 'package:talker_dio_logger/talker_dio_logger.dart';
 ///   5. Android 真机请求网络必须加 INTERNET 权限（本工程 Manifest 已加）。
 /// ============================================================
 class DioClient {
+  /// 网络日志总开关：true = 控制台打印请求/响应数据，false = 静默
+  static const bool enableNetworkLog = false;
+
   // ---------- 1. 单例：整个 App 只有一个 Dio ----------
   DioClient._()
-      : _dio = Dio(
-          BaseOptions(
-            // 正式环境接口：统一从 ApiConfig 取，换环境只改 api_config.dart
-            baseUrl: ApiConfig.baseUrl,
-            connectTimeout: const Duration(seconds: 10), // 连接超时
-            sendTimeout: const Duration(seconds: 10), // 发送超时
-            receiveTimeout: const Duration(seconds: 10), // 接收超时
-            headers: {
-              'Content-Type': 'application/json; charset=utf-8',
-            },
-          ),
-        ) {
-    _dio.interceptors.add(
-      TalkerDioLogger(
-        talker: talker,
-        settings: const TalkerDioLoggerSettings(
-          printResponseTime: true,
-          hiddenHeaders: <String>{
-            'authorization',
-          },
+    : _dio = Dio(
+        BaseOptions(
+          // 正式环境接口：统一从 ApiConfig 取，换环境只改 api_config.dart
+          baseUrl: ApiConfig.baseUrl,
+          connectTimeout: const Duration(seconds: 10), // 连接超时
+          sendTimeout: const Duration(seconds: 10), // 发送超时
+          receiveTimeout: const Duration(seconds: 10), // 接收超时
+          headers: {'Content-Type': 'application/json; charset=utf-8'},
         ),
-      ),
-    );
+      ) {
+    if (enableNetworkLog) {
+      _dio.interceptors.add(
+        TalkerDioLogger(
+          talker: talker,
+          settings: const TalkerDioLoggerSettings(
+            printResponseTime: true,
+            hiddenHeaders: <String>{'authorization'},
+          ),
+        ),
+      );
+    }
     _dio.interceptors.add(_buildInterceptors());
   }
 
@@ -89,21 +90,26 @@ class DioClient {
       onRequest: (options, handler) {
         // OSS 直传会带自己的 authorization 头（OSS4-HMAC-SHA256 签名），
         // 任何形式存在 authorization 都不再加 Bearer，否则会覆盖 OSS 签名
-        final hasAuth = options.headers['Authorization'] != null ||
+        final hasAuth =
+            options.headers['Authorization'] != null ||
             options.headers['authorization'] != null;
         if (accessToken != null && !hasAuth) {
           options.headers['Authorization'] = 'Bearer $accessToken';
         }
-        debugPrint('▶ 【请求】${options.method} ${options.uri}');
+        if (enableNetworkLog) {
+          debugPrint('▶ 【请求】${options.method} ${options.uri}');
+        }
         handler.next(options); // 放行
       },
 
       // ② 收到响应后：打印日志
       onResponse: (response, handler) {
-        debugPrint(
-          '◀ 【响应】${response.statusCode} '
-          '${response.requestOptions.method} ${response.requestOptions.uri}',
-        );
+        if (enableNetworkLog) {
+          debugPrint(
+            '◀ 【响应】${response.statusCode} '
+            '${response.requestOptions.method} ${response.requestOptions.uri}',
+          );
+        }
         handler.next(response); // 放行
       },
 
@@ -143,10 +149,8 @@ class DioClient {
     final message = switch (e.type) {
       DioExceptionType.connectionTimeout ||
       DioExceptionType.sendTimeout ||
-      DioExceptionType.receiveTimeout =>
-        '网络连接超时，请稍后重试',
-      DioExceptionType.badResponse =>
-        '服务器开小差了（${e.response?.statusCode}）',
+      DioExceptionType.receiveTimeout => '网络连接超时，请稍后重试',
+      DioExceptionType.badResponse => '服务器开小差了（${e.response?.statusCode}）',
       DioExceptionType.cancel => '请求已取消',
       DioExceptionType.connectionError => '网络异常，请检查网络连接',
       _ => '未知错误（${e.type.name}）',
@@ -262,8 +266,7 @@ class DioClient {
       DioExceptionType.connectionError ||
       DioExceptionType.connectionTimeout ||
       DioExceptionType.sendTimeout ||
-      DioExceptionType.receiveTimeout =>
-        true,
+      DioExceptionType.receiveTimeout => true,
       _ => false,
     };
   }
diff --git a/lib/features/class/class_update_view.dart b/lib/features/class/class_update_view.dart
index 98b1cb6..7fc4b0f 100644
--- a/lib/features/class/class_update_view.dart
+++ b/lib/features/class/class_update_view.dart
@@ -330,7 +330,7 @@ class _ClassUpdateViewState extends ConsumerState<ClassUpdateView> {
     return Container(
       height: 58.h,
       margin: EdgeInsets.fromLTRB(14.w, 12.h, 14.w, 15.h),
-      padding: EdgeInsets.fromLTRB(2.w, 2.h, 5.w, 2.h),
+      // padding: EdgeInsets.fromLTRB(2.w, 2.h, 5.w, 2.h),
       decoration: BoxDecoration(
         image: DecorationImage(
           image: CachedNetworkImageProvider(
@@ -339,12 +339,30 @@ class _ClassUpdateViewState extends ConsumerState<ClassUpdateView> {
           fit: BoxFit.fill,
         ),
       ),
-      child: Row(
+      child: Stack(
+        fit: StackFit.expand,
         children: [
-          _buildOnlineLeft(),
-          const Spacer(),
-          _buildAvatarStack(),
-          _buildAllButton(),
+          LayoutBuilder(
+            builder: (context, rowConstraints) {
+              final rowWidth = rowConstraints.maxWidth;
+              return Row(
+                children: [
+                  _buildOnlineLeft(),
+                  Expanded(
+                    // 占据剩余空间，把真实可用宽度传给头像组动态计算数量
+                    child: LayoutBuilder(
+                      builder: (context, constraints) =>
+                          _buildAvatarStack(constraints.maxWidth, rowWidth),
+                    ),
+                  ),
+                  // 预留「全部」按钮宽度（按钮已悬浮于右上角，不在 Row 内占位）
+                  SizedBox(width: 62.w),
+                ],
+              );
+            },
+          ),
+          // 「全部」按钮：悬浮右上角（对标 Vue position: absolute; top/right: 2rpx）
+          Positioned(top: 1, right: 1, child: _buildAllButton()),
         ],
       ),
     );
@@ -354,7 +372,38 @@ class _ClassUpdateViewState extends ConsumerState<ClassUpdateView> {
     return Row(
       children: [
         SizedBox(width: 15.w),
-        const Text('在线同学', style: TextStyle(fontSize: 14, color: _titleColor)),
+        // 「在线同学」底部渐变高亮条（对标 Vue 的 linear-gradient 下划线）
+        // clipBehavior: Clip.none 允许渐变条溢出 Stack 边界（bottom 为负值时不被裁剪）
+        Stack(
+          clipBehavior: Clip.none,
+          children: [
+            Positioned(
+              left: 0,
+              bottom: -4,
+              child: Container(
+                width: 59.5.w,
+                height: 9.h,
+                decoration: BoxDecoration(
+                  borderRadius: BorderRadius.circular(50.r),
+                  gradient: const LinearGradient(
+                    begin: Alignment.centerLeft,
+                    end: Alignment.centerRight,
+                    stops: [0, 0.3578, 1],
+                    colors: [
+                      Color(0x808AECFD), // rgba(138,236,253,0.5)
+                      Color(0x331D9CFF), // rgba(29,156,255,0.2)
+                      Color(0x003D7DF5), // rgba(61,125,245,0)
+                    ],
+                  ),
+                ),
+              ),
+            ),
+            const Text(
+              '在线同学',
+              style: TextStyle(fontSize: 14, color: _titleColor),
+            ),
+          ],
+        ),
         SizedBox(width: 5.w),
         Text(
           '$_onlineCount',
@@ -370,30 +419,40 @@ class _ClassUpdateViewState extends ConsumerState<ClassUpdateView> {
     );
   }
 
-  /// 头像组：在线在前、离线在后，最多展示 6 个
-  Widget _buildAvatarStack() {
-    final urls = _avatarUrls.take(6).toList();
-    if (urls.isEmpty) return const SizedBox.shrink();
+  /// 头像组：在线在前、离线在后，数量按剩余宽度动态计算（对标 Vue updateAvatarMaxCount，最多 20）
+  /// 可用宽度限制在右侧背景块内（对标 Vue 左区 40% + 44rpx 内边距）：
+  /// 左界 = 行宽 40% + 22px，右界 = 「全部」按钮左缘；同时不超过文字右侧空间，避免压住文字
+  Widget _buildAvatarStack(double maxWidth, double rowWidth) {
     final size = 25.w;
     final overlap = size * 0.94;
-    return SizedBox(
-      width: size + (urls.length - 1) * overlap,
-      height: size,
-      child: Stack(
-        children: [
-          for (int i = 0; i < urls.length; i++)
-            Positioned(
-              left: i * overlap,
-              child: GestureDetector(
-                // 点头像 → 大图预览单张
-                onTap: () => ImagePreviewViewer.showSingle(
-                  context,
-                  imageProvider: CachedNetworkImageProvider(urls[i]),
+    // 0.6 行宽 − 22px 左间距 − 62px 按钮宽
+    final rightBlockAvail = rowWidth * 0.6 - 84.w;
+    final avail = maxWidth < rightBlockAvail ? maxWidth : rightBlockAvail;
+    // 首个占满 size，后续每个只前进 overlap
+    final fitCount = avail >= size ? ((avail - size) / overlap).floor() + 1 : 0;
+    final urls = _avatarUrls.take(fitCount > 20 ? 20 : fitCount).toList();
+    if (urls.isEmpty) return const SizedBox.shrink();
+    return Align(
+      alignment: Alignment.centerRight,
+      child: SizedBox(
+        width: size + (urls.length - 1) * overlap,
+        height: size,
+        child: Stack(
+          children: [
+            for (int i = 0; i < urls.length; i++)
+              Positioned(
+                left: i * overlap,
+                child: GestureDetector(
+                  // 点头像 → 大图预览单张
+                  onTap: () => ImagePreviewViewer.showSingle(
+                    context,
+                    imageProvider: CachedNetworkImageProvider(urls[i]),
+                  ),
+                  child: UserCircleAvatar(url: urls[i], radius: size / 2),
                 ),
-                child: UserCircleAvatar(url: urls[i], radius: size / 2),
               ),
-            ),
-        ],
+          ],
+        ),
       ),
     );
   }
@@ -404,7 +463,7 @@ class _ClassUpdateViewState extends ConsumerState<ClassUpdateView> {
       onTap: () => context.push('/class/all-student'),
       child: Container(
         width: 62.w,
-        height: 34.h,
+        height: 33.5.h,
         alignment: Alignment.center,
         decoration: BoxDecoration(
           gradient: const LinearGradient(
@@ -412,10 +471,32 @@ class _ClassUpdateViewState extends ConsumerState<ClassUpdateView> {
             end: Alignment.bottomCenter,
             colors: [Color(0xFF3D7DF5), Color(0xFF3C84FF), Color(0xFF8AD1FD)],
           ),
+          // 对标 Vue border-radius: 0 30rpx 0 40rpx（右上 15 / 左下 20，其余直角）
           borderRadius: BorderRadius.only(
             topRight: Radius.circular(15.r),
-            bottomLeft: Radius.circular(15.r),
-            bottomRight: Radius.circular(20.r),
+            bottomLeft: Radius.circular(20.r),
+          ),
+          // 对标 Vue box-shadow 外层：0 15rpx 11.3rpx rgba(61,125,245,0.08)
+          boxShadow: const [
+            BoxShadow(
+              color: Color(0x143D7DF5),
+              offset: Offset(0, 7.5),
+              blurRadius: 5.65,
+            ),
+          ],
+        ),
+        // 对标 Vue box-shadow 内层 inset 0 2rpx 18.4rpx rgba(183,236,255,0.56)
+        // Flutter 无内阴影，用顶部渐变近似（浅蓝光晕从顶边向下淡出）
+        foregroundDecoration: BoxDecoration(
+          borderRadius: BorderRadius.only(
+            topRight: Radius.circular(15.r),
+            bottomLeft: Radius.circular(20.r),
+          ),
+          gradient: const LinearGradient(
+            begin: Alignment.topCenter,
+            end: Alignment.bottomCenter,
+            stops: [0, 0.3],
+            colors: [Color(0x8FB7ECFF), Color(0x00B7ECFF)],
           ),
         ),
         child: Row(
diff --git a/lib/features/class/my_update_detail_page.dart b/lib/features/class/my_update_detail_page.dart
index 3a247f1..5c2dbe6 100644
--- a/lib/features/class/my_update_detail_page.dart
+++ b/lib/features/class/my_update_detail_page.dart
@@ -42,7 +42,7 @@ class _MyUpdateDetailPageState extends ConsumerState<MyUpdateDetailPage> {
   /// 用详情接口增量更新评论相关字段（对标 Vue fetchDetail）
   ///
   /// 关键：只有当 detail 确实带增量内容时才更新，且单个字段非空才覆盖。
-  /// 否则后端未返回评论/计数（空壳）时，会把列表带入的正确数据“清空”
+  /// 否则后端未返回评论/计数（空壳）时，会把列表带入的正确数据"清空"
   /// —— 表现为初次闪现对的数据后瞬间空白。
   Future<void> _fetchDetail() async {
     try {
@@ -144,14 +144,25 @@ class _MyUpdateDetailPageState extends ConsumerState<MyUpdateDetailPage> {
       body: ListView(
         padding: EdgeInsets.fromLTRB(14.w, 12.h, 14.w, 24.h),
         children: [
-          PostCard(
-            post: _post,
-            showCommentComposer: false,
-            onLike: _toggleLike,
-            onComment: (_) {},
+          Container(
+            clipBehavior: Clip.antiAlias,
+            decoration: BoxDecoration(
+              color: Colors.white,
+              borderRadius: BorderRadius.circular(15.r),
+            ),
+            child: Column(
+              children: [
+                PostCard(
+                  post: _post,
+                  showCommentComposer: false,
+                  onLike: _toggleLike,
+                  onComment: (_) {},
+                  hasCardBackground: false,
+                ),
+                _DetailComments(post: _post, onDelete: _deleteComment),
+              ],
+            ),
           ),
-          SizedBox(height: 10.h),
-          _DetailComments(post: _post, onDelete: _deleteComment),
         ],
       ),
     );
@@ -176,9 +187,13 @@ class _DetailCommentsState extends ConsumerState<_DetailComments> {
   /// 二次确认弹窗期间保持背景高亮（对标 Vue pendingDeleteIndex）
   int? _pending;
 
+  /// 每条评论的定位锚点（懒加载，始终创建）
+  final Map<int, LayerLink> _links = {};
+  LayerLink _linkFor(int index) => _links.putIfAbsent(index, () => LayerLink());
+
   UserPostDto get _post => widget.post;
 
-  /// 点浮层「删除」：先关闭浮层再弹确认框；确认弹窗期间用 _pending 保持高亮
+  /// 点浮层「删除」→ 关浮层 + 弹确认框
   Future<void> _handleDelete(int index, UserPostCommonDto c) async {
     setState(() {
       _active = null;
@@ -202,7 +217,6 @@ class _DetailCommentsState extends ConsumerState<_DetailComments> {
       ),
     );
     if (!mounted) return;
-    // 弹窗关闭后无论确认/取消都移除高亮
     setState(() => _pending = null);
     if (ok != true) return;
     await widget.onDelete(c);
@@ -212,96 +226,135 @@ class _DetailCommentsState extends ConsumerState<_DetailComments> {
   Widget build(BuildContext context) {
     final me = ref.watch(currentUserProvider).value;
     final myId = me?.userId ?? 0;
+    // 构建评论项时顺手收集所有 LayerLink（确保全部创建好）
+    final items = <Widget>[];
+    if (_post.userLikeAvatars.isNotEmpty) {
+      items.add(
+        Padding(
+          padding: EdgeInsets.symmetric(horizontal: 16.w),
+          child: Row(
+            crossAxisAlignment: CrossAxisAlignment.start,
+            children: [
+              Padding(
+                padding: EdgeInsets.only(top: 5.h),
+                child: Image.asset(
+                  'assets/img/class/like-icon.png',
+                  width: 16.w,
+                  height: 16.w,
+                  errorBuilder: (_, _, _) => const Icon(
+                    Icons.favorite,
+                    size: 16,
+                    color: Color(0xFF3D7DF5),
+                  ),
+                ),
+              ),
+              SizedBox(width: 10.w),
+              Expanded(
+                child: Wrap(
+                  spacing: 9.w,
+                  runSpacing: 9.h,
+                  children: [
+                    for (final u in _post.userLikeAvatars)
+                      UserCircleAvatar(url: _avatar(u), radius: 13.w),
+                  ],
+                ),
+              ),
+            ],
+          ),
+        ),
+      );
+      items.add(SizedBox(height: 16.h));
+    }
+    items.add(
+      Padding(
+        padding: EdgeInsets.symmetric(horizontal: 16.w),
+        child: const Text(
+          '全部留言',
+          style: TextStyle(fontSize: 15, color: Color(0xFF1D2B47)),
+        ),
+      ),
+    );
+    items.add(SizedBox(height: 8.h));
+    if (_post.commons.isEmpty) {
+      items.add(
+        Padding(
+          padding: EdgeInsets.fromLTRB(16.w, 12.h, 16.w, 12.h),
+          child: const Text(
+            '暂无留言',
+            style: TextStyle(fontSize: 13, color: Color(0xFFB4C2E0)),
+          ),
+        ),
+      );
+    } else {
+      for (int i = 0; i < _post.commons.length; i++) {
+        items.add(_commentItem(_post.commons[i], i, myId));
+      }
+    }
+    items.add(SizedBox(height: 16.h));
+
     return Container(
       width: double.infinity,
-      // 横向内边距改由各分区自行包裹，评论列表本身无横向内边距即可铺满卡片宽度
       padding: EdgeInsets.only(top: 18.h),
       clipBehavior: Clip.antiAlias,
       decoration: BoxDecoration(
         color: Colors.white,
         borderRadius: BorderRadius.circular(15.r),
       ),
-      // 外层捕获非评论区域的点击 → 关闭「删除」浮层（对标 Vue 容器 @tap="closeDeletePopover"）
-      child: GestureDetector(
-        behavior: HitTestBehavior.opaque,
-        onTap: () {
-          if (_active != null) setState(() => _active = null);
-        },
-        child: Column(
-          crossAxisAlignment: CrossAxisAlignment.start,
-          children: [
-            // ---------- 点赞人头像 ----------
-            if (_post.userLikeAvatars.isNotEmpty) ...[
-              Padding(
-                padding: EdgeInsets.symmetric(horizontal: 16.w),
-                child: Row(
-                  crossAxisAlignment: CrossAxisAlignment.start,
-                  children: [
-                    Padding(
-                      padding: EdgeInsets.only(top: 5.h),
-                      child: Image.asset(
-                        'assets/img/class/like-icon.png',
-                        width: 16.w,
-                        height: 16.w,
-                        errorBuilder: (_, _, _) => const Icon(
-                          Icons.favorite,
-                          size: 16,
-                          color: Color(0xFF3D7DF5),
-                        ),
-                      ),
-                    ),
-                    SizedBox(width: 10.w),
-                    Expanded(
-                      child: Wrap(
-                        spacing: 9.w,
-                        runSpacing: 9.h,
-                        children: [
-                          for (final u in _post.userLikeAvatars)
-                            UserCircleAvatar(url: _avatar(u), radius: 13.w),
-                        ],
-                      ),
-                    ),
-                  ],
-                ),
-              ),
-              SizedBox(height: 16.h),
-            ],
-            // ---------- 全部留言 ----------
-            Padding(
-              padding: EdgeInsets.symmetric(horizontal: 16.w),
-              child: const Text(
-                '全部留言',
-                style: TextStyle(fontSize: 15, color: Color(0xFF1D2B47)),
-              ),
+      // Stack 包裹 Column + 悬浮 Follower
+      // Follower 放在最后绘制 → 浮层在最顶层，既能显示也能接收到点击
+      child: Stack(
+        clipBehavior: Clip.none, // 允许浮层溢出 Stack 边界（向上悬浮在评论上方）
+        children: [
+          // 主内容
+          GestureDetector(
+            behavior: HitTestBehavior.opaque,
+            onTap: () {
+              if (_active != null) setState(() => _active = null);
+            },
+            child: Column(
+              crossAxisAlignment: CrossAxisAlignment.start,
+              children: items,
             ),
-            SizedBox(height: 8.h),
-            if (_post.commons.isEmpty)
-              Padding(
-                padding: EdgeInsets.fromLTRB(16.w, 12.h, 16.w, 12.h),
-                child: const Text(
-                  '暂无留言',
-                  style: TextStyle(fontSize: 13, color: Color(0xFFB4C2E0)),
-                ),
-              )
-            else
-              for (int i = 0; i < _post.commons.length; i++)
-                _commentItem(_post.commons[i], i, myId),
-            SizedBox(height: 16.h),
-          ],
-        ),
+          ),
+          // Follower 悬浮层：active 评论的「删除」浮层（最后绘制 → 顶层）
+          _buildPopoverFollower(),
+        ],
       ),
     );
   }
 
+  /// 悬浮层：CompositedTransformFollower 定位到 active 评论文本上方
+  ///
+  /// 关键：Follower 直接放在 Stack 里（不是 OverlayPortal），
+  /// 和 Target 在同一 widget 树 → link 一定能连上，坐标计算无跨 Overlay 问题。
+  Widget _buildPopoverFollower() {
+    final index = _active;
+    if (index == null || index >= _post.commons.length) {
+      return const SizedBox.shrink();
+    }
+    return CompositedTransformFollower(
+      link: _linkFor(index),
+      targetAnchor: Alignment.topCenter,
+      followerAnchor: Alignment.bottomCenter,
+      showWhenUnlinked: false,
+      child: _deletePopover(index, _post.commons[index]),
+    );
+  }
+
   Widget _commentItem(UserPostCommonDto c, int index, int myId) {
     final active = _active == index;
     final pending = _pending == index;
     final canDelete = (myId == c.userId) || (myId == _post.userId);
     return GestureDetector(
       behavior: HitTestBehavior.opaque,
-      // 长按（仅可删时）→ 高亮该条 + 弹出「删除」浮层（对标 Vue @longpress）
-      onLongPress: canDelete ? () => setState(() => _active = index) : null,
-      // 单击评论本身：吸收点击、保持浮层与高亮（对标 Vue @tap.stop，避免事件冒泡到外层关闭浮层）
+      onLongPress: canDelete
+          ? () {
+              // 确保 link 已创建
+              _linkFor(index);
+              setState(() => _active = index);
+            }
+          : null,
+      // active 时吸收点击 → 不冒泡到外层关闭浮层
       onTap: active ? () {} : null,
       child: Container(
         width: double.infinity,
@@ -309,88 +362,83 @@ class _DetailCommentsState extends ConsumerState<_DetailComments> {
         color: (active || pending)
             ? const Color(0xFFF5F8FA)
             : Colors.transparent,
-        child: Row(
-          crossAxisAlignment: CrossAxisAlignment.start,
-          children: [
-            UserCircleAvatar(url: _avatar(c.avatar), radius: 20.w),
-            SizedBox(width: 15.w),
-            Expanded(
-              child: Column(
-                crossAxisAlignment: CrossAxisAlignment.start,
-                children: [
-                  Row(
-                    mainAxisAlignment: MainAxisAlignment.spaceBetween,
-                    children: [
-                      Text(
-                        c.userName,
-                        style: const TextStyle(
-                          fontSize: 15,
-                          fontWeight: FontWeight.bold,
-                          color: Color(0xFF1D2B47),
+        // 包整个 Row 作为锚点 → 浮层对准整条评论 item 的水平中心
+        child: CompositedTransformTarget(
+          link: _linkFor(index),
+          child: Row(
+            crossAxisAlignment: CrossAxisAlignment.start,
+            children: [
+              UserCircleAvatar(url: _avatar(c.avatar), radius: 20.w),
+              SizedBox(width: 15.w),
+              Expanded(
+                child: Column(
+                  crossAxisAlignment: CrossAxisAlignment.start,
+                  children: [
+                    Row(
+                      mainAxisAlignment: MainAxisAlignment.spaceBetween,
+                      children: [
+                        Text(
+                          c.userName,
+                          style: const TextStyle(
+                            fontSize: 15,
+                            fontWeight: FontWeight.bold,
+                            color: Color(0xFF1D2B47),
+                          ),
                         ),
-                      ),
-                      Text(
-                        _time(c.createTime),
-                        style: const TextStyle(
-                          fontSize: 12,
-                          color: Color(0xFF687FAD),
+                        Text(
+                          _time(c.createTime),
+                          style: const TextStyle(
+                            fontSize: 12,
+                            color: Color(0xFF687FAD),
+                          ),
                         ),
-                      ),
-                    ],
-                  ),
-                  SizedBox(height: 6.h),
-                  // 文本 + 长按浮层（覆盖在文本上方居中）
-                  Stack(
-                    clipBehavior: Clip.none,
-                    children: [
-                      Text(
-                        c.content,
-                        style: const TextStyle(
-                          fontSize: 14,
-                          color: Color(0xFF495A7A),
-                          height: 1.5,
-                        ),
-                      ),
-                      if (active)
-                        Positioned(
-                          top: -46.h,
-                          left: 0,
-                          right: 0,
-                          child: Center(child: _deletePopover(index, c)),
-                        ),
-                    ],
-                  ),
-                ],
+                      ],
+                    ),
+                    SizedBox(height: 6.h),
+                    _commentText(c.content),
+                  ],
+                ),
               ),
-            ),
-          ],
+            ],
+          ),
         ),
       ),
     );
   }
 
-  /// 长按后弹出的「删除」黑色浮层（对标 Vue delete-popover）
+  Widget _commentText(String content) => Text(
+    content,
+    style: const TextStyle(fontSize: 14, color: Color(0xFF495A7A), height: 1.5),
+  );
+
+  /// 「删除」黑色浮层：黑框在上 + 三角在下，三角紧贴黑框底部指向下方文本
   Widget _deletePopover(int index, UserPostCommonDto c) {
     const bg = Color(0xBF000000); // rgba(0,0,0,0.75)
     return GestureDetector(
       onTap: () => _handleDelete(index, c),
-      child: Container(
-        width: 60.w,
-        padding: EdgeInsets.fromLTRB(0, 8.h, 0, 0),
-        decoration: BoxDecoration(
-          color: bg,
-          borderRadius: BorderRadius.circular(8.r),
-        ),
-        child: Column(
-          mainAxisSize: MainAxisSize.min,
-          children: [
-            const Text(
+      child: Column(
+        mainAxisSize: MainAxisSize.min,
+        children: [
+          // 黑框在上
+          Container(
+            width: 60.w,
+            padding: EdgeInsets.symmetric(vertical: 8.h),
+            decoration: BoxDecoration(
+              color: bg,
+              borderRadius: BorderRadius.circular(8.r),
+            ),
+            child: const Text(
               '删除',
+              textAlign: TextAlign.center,
               style: TextStyle(fontSize: 14, color: Colors.white),
             ),
-            Icon(Icons.arrow_drop_down, color: bg, size: 18),
-          ],
-        ),
+          ),
+          // 三角：往上拉 4px 紧贴黑框（Icons.arrow_drop_down 有内置留白）
+          Transform.translate(
+            offset: const Offset(0, -9.5),
+            child: Icon(Icons.arrow_drop_down, color: bg, size: 22),
+          ),
+        ],
       ),
     );
   }
diff --git a/lib/features/class/point_rank_view.dart b/lib/features/class/point_rank_view.dart
index 19bb46c..92de141 100644
--- a/lib/features/class/point_rank_view.dart
+++ b/lib/features/class/point_rank_view.dart
@@ -176,26 +176,30 @@ class _PointRankViewState extends ConsumerState<PointRankView> {
               borderRadius: BorderRadius.circular(8.r),
               border: active ? null : Border.all(color: Colors.white, width: 1),
             ),
-            child: Column(
-              mainAxisAlignment: MainAxisAlignment.center,
-              children: [
-                Text(
-                  _categories[index],
-                  style: TextStyle(
-                    fontSize: 13,
-                    fontWeight: FontWeight.w500,
-                    color: active ? _primary : const Color(0xFF687FAD),
+            // Web 端回退字体行高偏大，固定高度可能溢出 → 内容放不下时自动缩小
+            child: FittedBox(
+              fit: BoxFit.scaleDown,
+              child: Column(
+                mainAxisAlignment: MainAxisAlignment.center,
+                children: [
+                  Text(
+                    _categories[index],
+                    style: TextStyle(
+                      fontSize: 13,
+                      fontWeight: FontWeight.w500,
+                      color: active ? _primary : const Color(0xFF687FAD),
+                    ),
                   ),
-                ),
-                SizedBox(height: 4.h),
-                Text(
-                  '$countText人',
-                  style: TextStyle(
-                    fontSize: 11,
-                    color: active ? _primary : const Color(0xFF687FAD),
+                  SizedBox(height: 4.h),
+                  Text(
+                    '$countText人',
+                    style: TextStyle(
+                      fontSize: 11,
+                      color: active ? _primary : const Color(0xFF687FAD),
+                    ),
                   ),
-                ),
-              ],
+                ],
+              ),
             ),
           ),
           if (active) _buildTriangle(),
diff --git a/lib/features/class/widgets/class_update_widgets.dart b/lib/features/class/widgets/class_update_widgets.dart
index cdc89c2..84cb257 100644
--- a/lib/features/class/widgets/class_update_widgets.dart
+++ b/lib/features/class/widgets/class_update_widgets.dart
@@ -1,3 +1,5 @@
+import 'dart:ui' as ui;
+
 import 'package:cached_network_image/cached_network_image.dart';
 import 'package:flutter/material.dart';
 import 'package:flutter_screenutil/flutter_screenutil.dart';
@@ -25,6 +27,7 @@ class PostCard extends StatelessWidget {
     required this.onLike,
     required this.onComment,
     this.showCommentComposer = true,
+    this.hasCardBackground = true,
   });
 
   final UserPostDto post;
@@ -34,6 +37,9 @@ class PostCard extends StatelessWidget {
   /// 是否显示卡片内嵌的评论预览 + 输入框（列表页 true；详情页由全量留言接管）
   final bool showCommentComposer;
 
+  /// 是否显示白色卡片背景（列表页 true；详情页与留言区共用一张大卡片 → false）
+  final bool hasCardBackground;
+
   String get _avatar {
     final url = ImgUrl.build(post.avatar);
     return url.isEmpty
@@ -54,6 +60,54 @@ class PostCard extends StatelessWidget {
 
   @override
   Widget build(BuildContext context) {
+    final card = Stack(
+      children: [
+        Positioned(
+          top: 0,
+          left: 0,
+          right: 0,
+          height: 85.h,
+          child: IgnorePointer(
+            // 卡片顶部右上角光晕，对标 Vue SubjectCard::before 的双层 radial-gradient
+            child: CustomPaint(painter: _CardTopGlowPainter()),
+          ),
+        ),
+        Padding(
+          padding: EdgeInsets.symmetric(horizontal: 16.w, vertical: 21.h),
+          child: Column(
+            crossAxisAlignment: CrossAxisAlignment.start,
+            children: [
+              CardHeader(
+                avatar: _avatar,
+                name: _name,
+                subject: _subject,
+                time: _time,
+              ),
+              if (post.type == 1) ...[
+                SizedBox(height: 5.h),
+                ResolveProblemBox(desc: post.content),
+              ],
+              if (post.type == 2 || post.type == 3) ...[
+                SizedBox(height: 15.h),
+                AlbumDesc(text: post.content),
+              ],
+              if (post.urls.isNotEmpty) ...[
+                SizedBox(height: 15.h),
+                AlbumGrid(urls: post.urls.map(ImgUrl.build).toList()),
+              ],
+              SizedBox(height: 10.h),
+              LikeCommentBar(
+                post: post,
+                onLike: onLike,
+                onComment: onComment,
+                showComposer: showCommentComposer,
+              ),
+            ],
+          ),
+        ),
+      ],
+    );
+    if (!hasCardBackground) return card;
     return Container(
       margin: EdgeInsets.only(bottom: 10.h),
       clipBehavior: Clip.antiAlias,
@@ -61,67 +115,65 @@ class PostCard extends StatelessWidget {
         color: Colors.white,
         borderRadius: BorderRadius.circular(15.r),
       ),
-      child: Stack(
-        children: [
-          Positioned(
-            top: 0,
-            left: 0,
-            right: 0,
-            height: 85.h,
-            child: IgnorePointer(
-              child: DecoratedBox(
-                decoration: BoxDecoration(
-                  gradient: LinearGradient(
-                    begin: Alignment.topRight,
-                    end: Alignment.bottomLeft,
-                    colors: [
-                      const Color(0xFFCEE9FF).withValues(alpha: 0.9),
-                      const Color(0xFFF6FBFF).withValues(alpha: 0.0),
-                    ],
-                  ),
-                ),
-              ),
-            ),
-          ),
-          Padding(
-            padding: EdgeInsets.symmetric(horizontal: 16.w, vertical: 21.h),
-            child: Column(
-              crossAxisAlignment: CrossAxisAlignment.start,
-              children: [
-                CardHeader(
-                  avatar: _avatar,
-                  name: _name,
-                  subject: _subject,
-                  time: _time,
-                ),
-                if (post.type == 1) ...[
-                  SizedBox(height: 5.h),
-                  ResolveProblemBox(desc: post.content),
-                ],
-                if (post.type == 2 || post.type == 3) ...[
-                  SizedBox(height: 15.h),
-                  AlbumDesc(text: post.content),
-                ],
-                if (post.urls.isNotEmpty) ...[
-                  SizedBox(height: 15.h),
-                  AlbumGrid(urls: post.urls.map(ImgUrl.build).toList()),
-                ],
-                SizedBox(height: 10.h),
-                LikeCommentBar(
-                  post: post,
-                  onLike: onLike,
-                  onComment: onComment,
-                  showComposer: showCommentComposer,
-                ),
-              ],
-            ),
-          ),
-        ],
-      ),
+      child: card,
     );
   }
 }
 
+/// 卡片顶部光晕：对标 Vue `SubjectCard::before` 的两层 radial-gradient
+/// （椭圆均以右上角为圆心，CSS 先写的在上层）：
+///   radial-gradient(120% 85% at 100% 0%,
+///       rgba(206,233,255,1) 0%, rgba(206,233,255,.26) 10%, rgba(255,255,255,0) 58%)
+///   radial-gradient(75% 55% at 100% 0%,
+///       rgba(196,226,255,.88) 0%, rgba(255,255,255,1) 64%)
+class _CardTopGlowPainter extends CustomPainter {
+  @override
+  void paint(Canvas canvas, Size size) {
+    // 先画下层（更小、偏白的光晕），再画上层（更大的浅蓝光晕）
+    _paintGlow(
+      canvas,
+      size,
+      rx: size.width * 0.75,
+      ry: size.height * 0.55,
+      colors: [const Color(0xFFC4E2FF).withValues(alpha: 0.88), Colors.white],
+      stops: const [0, 0.64],
+    );
+    _paintGlow(
+      canvas,
+      size,
+      rx: size.width * 1.20,
+      ry: size.height * 0.85,
+      colors: [
+        const Color(0xFFCEE9FF),
+        const Color(0xFFCEE9FF).withValues(alpha: 0.26),
+        Colors.white.withValues(alpha: 0.0),
+      ],
+      stops: const [0, 0.10, 0.58],
+    );
+  }
+
+  /// 用 canvas.scale 把圆形径向渐变拉成 CSS 的椭圆（圆心 = 右上角）
+  void _paintGlow(
+    Canvas canvas,
+    Size size, {
+    required double rx,
+    required double ry,
+    required List<Color> colors,
+    required List<double> stops,
+  }) {
+    canvas.save();
+    canvas.translate(size.width, 0);
+    canvas.scale(rx, ry);
+    final Paint paint = Paint()
+      ..shader = ui.Gradient.radial(Offset.zero, 1.0, colors, stops);
+    canvas.drawRect(const Rect.fromLTWH(-1, 0, 1, 1), paint);
+    canvas.restore();
+  }
+
+  @override
+  bool shouldRepaint(covariant CustomPainter oldDelegate) => false;
+}
+
 /// 卡片标题：头像 + 姓名 + 学科标签 + 时间
 class CardHeader extends StatelessWidget {
   const CardHeader({