feat.更新界面多标题修复。支持了，应用启动台不显示应用卡片背景。。。

CHANGELOG.md

@@ -0,0 +1,110 @@
+# 更新日志 / Changelog
+
+所有重要的更改都将记录在此文件中。
+
+格式基于 [Keep a Changelog](https://keepachangelog.com/zh-CN/1.0.0/),
+并且本项目遵循 [语义化版本](https://semver.org/lang/zh-CN/)。
+
+---
+
+## [Unreleased]
+
+### 新增 (Added)
+- 待发布的新功能
+
+### 变更 (Changed)
+- 待发布的变更
+
+### 修复 (Fixed)
+- 待发布的修复
+
+### 移除 (Removed)
+- 待发布的移除项
+
+---
+
+## [0.8.3.2] - 2026-04-09
+
+### 新增 (Added)
+- ✨ **应用启动台图标卡片显示选项**: 新增应用启动台图标卡片显示设置
+  - 用户可在设置中选择是否显示应用图标的专属卡片背景
+  - 关闭后仅显示应用图标本身，更加简洁
+  - 支持动态切换，实时预览效果
+
+### 变更 (Changed)
+- 无
+
+### 修复 (Fixed)
+- 🐛 **应用启动台文件夹应用数量限制**: 修复了应用启动台文件夹无法查看超过12个应用的问题
+  - 问题原因: 文件夹弹窗未实现滚动功能，应用列表超出显示区域后被截断
+  - 修复方案: 为文件夹内容区域添加滚动支持，允许用户滚动查看所有应用
+- 🐛 **电源菜单重启导致关机问题**: 修复了点击电源菜单"重启"选项却触发关机的问题
+  - 问题原因: `SlideToShutDown.exe` 仅支持关机操作，不支持重启，错误地将其用于重启功能
+  - 修复方案: 重启操作改为使用标准的二次确认对话框（所有平台统一），仅关机操作使用 SlideToShutDown 滑动界面
+- 🐛 **课表组件字体显示问题**: 修复了日间模式下课表组件字体颜色与背景色相近导致看不清的问题
+  - 问题原因: 主题切换时增量更新逻辑未同步更新文字颜色
+  - 修复方案: 在 `IncrementalUpdateItems()` 方法中同步更新课程项的文字颜色
+
+### 移除 (Removed)
+- 🗑️ **更新页面重复标题**: 移除了更新页面中重复的更新标题，优化页面布局
+
+---
+
+## [0.8.3.1] - 2026-04-08
+
+### 新增 (Added)
+- ✨ **快捷方式组件**: 新增快捷方式组件,可在阑山桌面内便捷打开系统应用与文件
+  - 支持创建快捷方式,统一管理应用和文件
+  - 提供单击打开和双击打开两种交互模式
+  - 支持配置是否显示背景
+- 📝 初始化更新日志文档,为后续版本发布建立基础
+
+### 变更 (Changed)
+- 无
+
+### 修复 (Fixed)
+- 无
+
+### 移除 (Removed)
+- 无
+
+---
+
+## 版本说明
+
+### 版本号规则
+
+本项目采用语义化版本号 `MAJOR.MINOR.PATCH.BUILD`:
+
+- **MAJOR (主版本号)**: 不兼容的 API 修改
+- **MINOR (次版本号)**: 向下兼容的功能性新增
+- **PATCH (修订号)**: 向下兼容的问题修正
+- **BUILD (构建号)**: 内部构建版本,用于区分同一 PATCH 版本的不同构建
+
+### 分类说明
+
+- **新增 (Added)**: 新功能、新特性
+- **变更 (Changed)**: 对现有功能的变更
+- **修复 (Fixed)**: Bug 修复
+- **移除 (Removed)**: 移除的功能或特性
+
+### 图例
+
+- 🎉 **重大更新**: 重要功能或里程碑
+- ✨ **新功能**: 新增功能特性
+- 🐛 **Bug修复**: 问题修复
+- 🔧 **配置**: 配置相关变更
+- 📝 **文档**: 文档更新
+- 🎨 **样式**: UI/UX 改进
+- ♻️ **重构**: 代码重构
+- ⚡ **性能**: 性能优化
+- 🔒 **安全**: 安全相关
+- 🌐 **国际化**: 国际化/本地化
+
+---
+
+## 链接
+
+[Unreleased]: https://github.com/yourorg/LanMountainDesktop/compare/v0.8.3.2...HEAD
+[0.8.3.2]: https://github.com/yourorg/LanMountainDesktop/releases/tag/v0.8.3.2
+[0.8.3.1]: https://github.com/yourorg/LanMountainDesktop/releases/tag/v0.8.3.1

LanMountainDesktop.Tests/StudyAnalyticsServiceTests.cs

@@ -0,0 +1,113 @@
+using System;
+using System.Threading;
+using LanMountainDesktop.Models;
+using LanMountainDesktop.Services;
+using Xunit;
+
+namespace LanMountainDesktop.Tests;
+
+public sealed class StudyAnalyticsServiceTests
+{
+    [Fact]
+    public void SnapshotUpdated_UsesUiPublishThrottle()
+    {
+        using var recorder = new FakeAudioRecorderService();
+        using var service = new StudyAnalyticsService(recorder);
+        service.UpdateConfig(new StudyAnalyticsConfig(FrameMs: 20, UiPublishIntervalMs: 120));
+
+        var updateCount = 0;
+        service.SnapshotUpdated += (_, _) => Interlocked.Increment(ref updateCount);
+
+        Assert.True(service.StartOrResumeMonitoring());
+        Thread.Sleep(280);
+        Assert.True(service.PauseMonitoring());
+
+        var totalUpdates = Volatile.Read(ref updateCount);
+        Assert.InRange(totalUpdates, 2, 6);
+    }
+
+    [Fact]
+    public void GetSnapshot_ReusesRealtimeBufferSnapshot_WhenNoNewFramesArrive()
+    {
+        using var recorder = new FakeAudioRecorderService();
+        using var service = new StudyAnalyticsService(recorder);
+        service.UpdateConfig(new StudyAnalyticsConfig(FrameMs: 20, UiPublishIntervalMs: 120));
+
+        using var firstUpdate = new ManualResetEventSlim(false);
+        service.SnapshotUpdated += (_, args) =>
+        {
+            if (args.Snapshot.RealtimeBuffer.Count > 0)
+            {
+                firstUpdate.Set();
+            }
+        };
+
+        Assert.True(service.StartOrResumeMonitoring());
+        Assert.True(firstUpdate.Wait(TimeSpan.FromSeconds(2)));
+        Assert.True(service.PauseMonitoring());
+
+        var firstSnapshot = service.GetSnapshot();
+        var secondSnapshot = service.GetSnapshot();
+
+        Assert.NotEmpty(firstSnapshot.RealtimeBuffer);
+        Assert.Same(firstSnapshot.RealtimeBuffer, secondSnapshot.RealtimeBuffer);
+    }
+
+    private sealed class FakeAudioRecorderService : IAudioRecorderService
+    {
+        private readonly object _syncRoot = new();
+        private AudioRecorderRuntimeState _state = AudioRecorderRuntimeState.Ready;
+
+        public AudioRecorderSnapshot GetSnapshot()
+        {
+            lock (_syncRoot)
+            {
+                return new AudioRecorderSnapshot(
+                    State: _state,
+                    Duration: TimeSpan.Zero,
+                    InputLevel: _state == AudioRecorderRuntimeState.Recording ? 0.55 : 0,
+                    LastSavedFilePath: string.Empty,
+                    LastError: string.Empty);
+            }
+        }
+
+        public bool StartOrResume()
+        {
+            lock (_syncRoot)
+            {
+                _state = AudioRecorderRuntimeState.Recording;
+                return true;
+            }
+        }
+
+        public bool Pause()
+        {
+            lock (_syncRoot)
+            {
+                _state = AudioRecorderRuntimeState.Paused;
+                return true;
+            }
+        }
+
+        public string? StopAndSave(string? outputPath = null)
+        {
+            lock (_syncRoot)
+            {
+                _state = AudioRecorderRuntimeState.Ready;
+                return outputPath;
+            }
+        }
+
+        public void Discard()
+        {
+            lock (_syncRoot)
+            {
+                _state = AudioRecorderRuntimeState.Ready;
+            }
+        }
+
+        public void Dispose()
+        {
+        }
+    }
+}

LanMountainDesktop/ComponentSystem/BuiltInComponentIds.cs

@@ -46,4 +46,5 @@ public static class BuiltInComponentIds
     public const string DesktopZhiJiaoHub = "DesktopZhiJiaoHub";
     public const string DesktopFileManager = "DesktopFileManager";
     public const string DesktopNotificationBox = "DesktopNotificationBox";
+    public const string DesktopShortcut = "DesktopShortcut";
 }

LanMountainDesktop/ComponentSystem/ComponentRegistry.cs

@@ -420,6 +420,16 @@ public sealed class ComponentRegistry
                 MinHeightCells: 2,
                 AllowStatusBarPlacement: false,
                 AllowDesktopPlacement: true,
+                ResizeMode: DesktopComponentResizeMode.Free),
+            new DesktopComponentDefinition(
+                BuiltInComponentIds.DesktopShortcut,
+                "快捷方式",
+                "App",
+                "File",
+                MinWidthCells: 1,
+                MinHeightCells: 1,
+                AllowStatusBarPlacement: false,
+                AllowDesktopPlacement: true,
                 ResizeMode: DesktopComponentResizeMode.Free)
         };
 

LanMountainDesktop/Localization/en-US.json

@@ -564,6 +564,10 @@
     "settings.launcher.hidden_type_folder":  "Folder",
     "settings.launcher.hidden_type_shortcut":  "App",
     "settings.launcher.restore_button":  "Unhide",
+    "settings.launcher.appearance_header":  "Appearance",
+    "settings.launcher.appearance_desc":  "Customize the appearance of the App Launcher.",
+    "settings.launcher.show_tile_background_header":  "Show tile background",
+    "settings.launcher.show_tile_background_desc":  "Display a background card behind each app icon. When turned off, only the icon is shown for a cleaner look.",
     "settings.plugins.title":  "Plugins",
     "settings.plugins.runtime_header":  "Plugin Runtime",
     "settings.plugins.runtime_desc":  "Review plugin runtime state and load results.",

LanMountainDesktop/Localization/zh-CN.json

@@ -558,6 +558,10 @@
     "settings.launcher.hidden_type_folder":  "文件夹",
     "settings.launcher.hidden_type_shortcut":  "应用",
     "settings.launcher.restore_button":  "取消隐藏",
+    "settings.launcher.appearance_header":  "外观",
+    "settings.launcher.appearance_desc":  "自定义应用启动台的外观样式。",
+    "settings.launcher.show_tile_background_header":  "显示图标卡片背景",
+    "settings.launcher.show_tile_background_desc":  "在应用图标后显示卡片背景，关闭后仅显示图标更加简洁。",
     "settings.plugins.title":  "插件",
     "settings.plugins.runtime_header":  "插件运行时",
     "settings.plugins.runtime_desc":  "查看插件运行时状态、加载结果与诊断信息。",

LanMountainDesktop/Models/ComponentSettingsSnapshot.cs

@@ -123,6 +123,25 @@ public sealed class ComponentSettingsSnapshot
 
     #endregion
 
+    #region Shortcut Component Settings (快捷方式组件设置)
+
+    /// <summary>
+    /// 快捷方式目标路径
+    /// </summary>
+    public string? ShortcutTargetPath { get; set; }
+
+    /// <summary>
+    /// 点击模式：Single(单击打开) 或 Double(双击打开)
+    /// </summary>
+    public string ShortcutClickMode { get; set; } = "Double";
+
+    /// <summary>
+    /// 是否显示背景
+    /// </summary>
+    public bool ShortcutShowBackground { get; set; } = true;
+
+    #endregion
+
     public ComponentSettingsSnapshot Clone()
     {
         var clone = (ComponentSettingsSnapshot)MemberwiseClone();

LanMountainDesktop/Models/LauncherSettingsSnapshot.cs

@@ -8,6 +8,8 @@ public sealed class LauncherSettingsSnapshot
 
     public List<string> HiddenLauncherAppPaths { get; set; } = [];
 
+    public bool ShowTileBackground { get; set; } = true;
+
     public LauncherSettingsSnapshot Clone()
     {
         var clone = (LauncherSettingsSnapshot)MemberwiseClone();

LanMountainDesktop/Models/StudyAnalyticsModels.cs

@@ -37,6 +37,7 @@ public enum StudyDataMode
 
 public sealed record StudyAnalyticsConfig(
     int FrameMs = 50,
+    int UiPublishIntervalMs = 125,
     int SliceSec = 30,
     double ScoreThresholdDbfs = -50,
     int SegmentMergeGapMs = 500,

LanMountainDesktop/Services/DesktopComponentEditorRegistryFactory.cs

@@ -272,7 +272,12 @@ public static class DesktopComponentEditorRegistryFactory
                 BuiltInComponentIds.DesktopNotificationBox,
                 context => new NotificationBoxComponentEditor(context),
                 preferredWidth: 480d,
-                preferredHeight: 520d)
+                preferredHeight: 520d),
+            [BuiltInComponentIds.DesktopShortcut] = new(
+                BuiltInComponentIds.DesktopShortcut,
+                context => new ShortcutComponentEditor(context),
+                preferredWidth: 420d,
+                preferredHeight: 400d)
         };
 
         foreach (var componentId in GetBuiltInDesktopComponentIds(componentRegistry))

LanMountainDesktop/Services/PowerManagementService.cs

@@ -113,6 +113,11 @@ internal sealed class WindowsPowerManagementService : IPowerManagementService
 
     public void ShowNativePowerUI(PowerAction action)
     {
+        // SlideToShutDown.exe 只支持关机，不支持重启
+        // 重启操作应该通过 RestartAsync() 使用 shutdown /r 命令
+        if (action != PowerAction.Shutdown)
+            return;
+
         var slideToShutDownPath = Environment.ExpandEnvironmentVariables(@"%windir%\System32\SlideToShutDown.exe");
         if (System.IO.File.Exists(slideToShutDownPath))
         {
@@ -124,26 +129,13 @@ internal sealed class WindowsPowerManagementService : IPowerManagementService
             return;
         }
 
-        switch (action)
+        // 回退到标准关机命令
+        Process.Start(new ProcessStartInfo
         {
-            case PowerAction.Shutdown:
+            FileName = "shutdown",
-                Process.Start(new ProcessStartInfo
+            Arguments = "/s /t 5 /c \"LanMountainDesktop: Shutting down...\"",
-                {
+            UseShellExecute = true
-                    FileName = "shutdown",
+        });
-                    Arguments = "/s /t 5 /c \"LanMountainDesktop: Shutting down...\"",
-                    UseShellExecute = true
-                });
-                break;
-
-            case PowerAction.Restart:
-                Process.Start(new ProcessStartInfo
-                {
-                    FileName = "shutdown",
-                    Arguments = "/r /t 5 /c \"LanMountainDesktop: Restarting...\"",
-                    UseShellExecute = true
-                });
-                break;
-        }
     }
 
     [DllImport("user32.dll", SetLastError = true)]

LanMountainDesktop/Services/StudyAnalyticsInternals.cs

@@ -12,8 +12,13 @@ internal readonly record struct NoisePipelineTickResult(
 internal sealed class NoiseFramePipeline
 {
     private StudyAnalyticsConfig _config;
-    private readonly Queue<NoiseRealtimePoint> _realtimeBuffer = new();
     private readonly List<NoiseRealtimePoint> _slicePoints = [];
+    private NoiseRealtimePoint[] _realtimeBuffer;
+    private IReadOnlyList<NoiseRealtimePoint> _realtimeSnapshot = Array.Empty<NoiseRealtimePoint>();
+    private int _realtimeBufferStart;
+    private int _realtimeBufferCount;
+    private int _realtimeBufferVersion;
+    private int _realtimeSnapshotVersion = -1;
 
     private DateTimeOffset _sliceStartAt;
     private DateTimeOffset _lastFrameAt;
@@ -28,18 +33,29 @@ internal sealed class NoiseFramePipeline
     public NoiseFramePipeline(StudyAnalyticsConfig config)
     {
         _config = NormalizeConfig(config);
+        _realtimeBuffer = new NoiseRealtimePoint[_config.RealtimeBufferCapacity];
     }
 
     public void UpdateConfig(StudyAnalyticsConfig config)
     {
-        _config = NormalizeConfig(config);
+        var normalized = NormalizeConfig(config);
+        if (normalized.RealtimeBufferCapacity != _config.RealtimeBufferCapacity)
+        {
+            _realtimeBuffer = new NoiseRealtimePoint[normalized.RealtimeBufferCapacity];
+        }
+
+        _config = normalized;
         Reset();
     }
 
     public void Reset()
     {
-        _realtimeBuffer.Clear();
         _slicePoints.Clear();
+        _realtimeBufferStart = 0;
+        _realtimeBufferCount = 0;
+        _realtimeBufferVersion++;
+        _realtimeSnapshot = Array.Empty<NoiseRealtimePoint>();
+        _realtimeSnapshotVersion = -1;
         _sliceStartAt = default;
         _lastFrameAt = default;
         _lastOverThresholdAt = default;
@@ -52,7 +68,27 @@ internal sealed class NoiseFramePipeline
 
     public IReadOnlyList<NoiseRealtimePoint> GetRealtimeBufferSnapshot()
     {
-        return _realtimeBuffer.ToArray();
+        if (_realtimeBufferCount == 0)
+        {
+            return Array.Empty<NoiseRealtimePoint>();
+        }
+
+        if (_realtimeSnapshotVersion == _realtimeBufferVersion)
+        {
+            return _realtimeSnapshot;
+        }
+
+        var snapshot = new NoiseRealtimePoint[_realtimeBufferCount];
+        var firstSegmentLength = Math.Min(_realtimeBufferCount, _realtimeBuffer.Length - _realtimeBufferStart);
+        Array.Copy(_realtimeBuffer, _realtimeBufferStart, snapshot, 0, firstSegmentLength);
+        if (firstSegmentLength < _realtimeBufferCount)
+        {
+            Array.Copy(_realtimeBuffer, 0, snapshot, firstSegmentLength, _realtimeBufferCount - firstSegmentLength);
+        }
+
+        _realtimeSnapshot = snapshot;
+        _realtimeSnapshotVersion = _realtimeBufferVersion;
+        return snapshot;
     }
 
     public NoisePipelineTickResult AddFrame(DateTimeOffset timestamp, double rms, double dbfs, double displayDb, double peak)
@@ -114,12 +150,7 @@ internal sealed class NoiseFramePipeline
             peak,
             isOverThreshold);
         _slicePoints.Add(point);
-        _realtimeBuffer.Enqueue(point);
+        AddRealtimePoint(point);
-
-        while (_realtimeBuffer.Count > _config.RealtimeBufferCapacity)
-        {
-            _realtimeBuffer.Dequeue();
-        }
 
         var elapsedSeconds = (timestamp - _sliceStartAt).TotalSeconds;
         if (elapsedSeconds + 1e-6 < _config.SliceSec)
@@ -132,6 +163,29 @@ internal sealed class NoiseFramePipeline
         return new NoisePipelineTickResult(point, slice);
     }
 
+    private void AddRealtimePoint(NoiseRealtimePoint point)
+    {
+        if (_realtimeBuffer.Length == 0)
+        {
+            _realtimeBuffer = new NoiseRealtimePoint[Math.Max(1, _config.RealtimeBufferCapacity)];
+        }
+
+        if (_realtimeBufferCount < _realtimeBuffer.Length)
+        {
+            var writeIndex = (_realtimeBufferStart + _realtimeBufferCount) % _realtimeBuffer.Length;
+            _realtimeBuffer[writeIndex] = point;
+            _realtimeBufferCount++;
+        }
+        else
+        {
+            _realtimeBuffer[_realtimeBufferStart] = point;
+            _realtimeBufferStart = (_realtimeBufferStart + 1) % _realtimeBuffer.Length;
+        }
+
+        _realtimeBufferVersion++;
+        _realtimeSnapshotVersion = -1;
+    }
+
     private NoiseSliceSummary BuildClosedSlice(DateTimeOffset endAt)
     {
         var sampledDurationMs = _slicePoints.Count * _config.FrameMs;
@@ -247,6 +301,7 @@ internal sealed class NoiseFramePipeline
     private static StudyAnalyticsConfig NormalizeConfig(StudyAnalyticsConfig config)
     {
         var frameMs = Math.Clamp(config.FrameMs, 20, 250);
+        var uiPublishIntervalMs = Math.Clamp(config.UiPublishIntervalMs, 50, 500);
         var sliceSec = Math.Clamp(config.SliceSec, 5, 600);
         var threshold = Math.Clamp(config.ScoreThresholdDbfs, -100, -5);
         var mergeGapMs = Math.Clamp(config.SegmentMergeGapMs, 100, 4000);
@@ -259,6 +314,7 @@ internal sealed class NoiseFramePipeline
         return config with
         {
             FrameMs = frameMs,
+            UiPublishIntervalMs = uiPublishIntervalMs,
             SliceSec = sliceSec,
             ScoreThresholdDbfs = threshold,
             SegmentMergeGapMs = mergeGapMs,

LanMountainDesktop/Services/StudyAnalyticsService.cs

@@ -46,6 +46,7 @@ public sealed class StudyAnalyticsService : IStudyAnalyticsService
     private readonly List<StudySessionReport> _sessionHistory = [];
     private string? _selectedSessionReportId;
     private string _lastError = string.Empty;
+    private DateTimeOffset _lastUiPublishedAt;
     private bool _disposed;
 
     public StudyAnalyticsService(IAudioRecorderService? audioRecorderService = null)
@@ -102,6 +103,7 @@ public sealed class StudyAnalyticsService : IStudyAnalyticsService
             ThrowIfDisposedLocked();
             _config = NormalizeConfig(config);
             _pipeline.UpdateConfig(_config);
+            _lastUiPublishedAt = default;
             if (_state == StudyAnalyticsRuntimeState.Running)
             {
                 StartTimerLocked();
@@ -546,7 +548,11 @@ public sealed class StudyAnalyticsService : IStudyAnalyticsService
 
                 _lastError = string.Empty;
                 UpdateDataModeLocked();
-                snapshot = BuildSnapshotLocked(now);
+                if (ShouldPublishRealtimeSnapshotLocked(now, closedSlice is not null))
+                {
+                    snapshot = BuildSnapshotLocked(now);
+                    _lastUiPublishedAt = now;
+                }
             }
         }
 
@@ -599,6 +605,7 @@ public sealed class StudyAnalyticsService : IStudyAnalyticsService
 
     private void StartTimerLocked()
     {
+        _lastUiPublishedAt = default;
         _samplingTimer.Change(
             dueTime: TimeSpan.Zero,
             period: TimeSpan.FromMilliseconds(_config.FrameMs));
@@ -673,6 +680,7 @@ public sealed class StudyAnalyticsService : IStudyAnalyticsService
     private static StudyAnalyticsConfig NormalizeConfig(StudyAnalyticsConfig config)
     {
         var frameMs = Math.Clamp(config.FrameMs, 20, 250);
+        var uiPublishIntervalMs = Math.Clamp(config.UiPublishIntervalMs, 50, 500);
         var sliceSec = Math.Clamp(config.SliceSec, 5, 600);
         var threshold = Math.Clamp(config.ScoreThresholdDbfs, -100, -5);
         var mergeGapMs = Math.Clamp(config.SegmentMergeGapMs, 100, 4000);
@@ -685,6 +693,7 @@ public sealed class StudyAnalyticsService : IStudyAnalyticsService
         return config with
         {
             FrameMs = frameMs,
+            UiPublishIntervalMs = uiPublishIntervalMs,
             SliceSec = sliceSec,
             ScoreThresholdDbfs = threshold,
             SegmentMergeGapMs = mergeGapMs,
@@ -696,6 +705,16 @@ public sealed class StudyAnalyticsService : IStudyAnalyticsService
         };
     }
 
+    private bool ShouldPublishRealtimeSnapshotLocked(DateTimeOffset now, bool hasClosedSlice)
+    {
+        if (hasClosedSlice || _lastUiPublishedAt == default)
+        {
+            return true;
+        }
+
+        return (now - _lastUiPublishedAt).TotalMilliseconds >= _config.UiPublishIntervalMs;
+    }
+
     private void ThrowIfDisposedLocked()
     {
         if (_disposed)

LanMountainDesktop/Styles/GlassModule.axaml

@@ -222,10 +222,37 @@
     </Style>
 
     <!-- 向后兼容的旧样式类（已弃用） -->
-    <Style Selector="Border.glass-panel" />
+    <Style Selector="Border.glass-panel">
-    <Style Selector="Border.glass-strong" />
+        <Setter Property="Background" Value="{DynamicResource AdaptiveGlassPanelBackgroundBrush}" />
-    <Style Selector="Border.glass-island" />
+        <Setter Property="BorderBrush" Value="{DynamicResource AdaptiveGlassPanelBorderBrush}" />
-    <Style Selector="Border.mica-strong" />
+        <Setter Property="BorderThickness" Value="1.2" />
-    <Style Selector="Border.glass-overlay" />
+        <Setter Property="Opacity" Value="{DynamicResource AdaptiveGlassPanelOpacity}" />
+        <Setter Property="BoxShadow" Value="0 4 12 #1A000000" />
+    </Style>
+    <Style Selector="Border.glass-strong">
+        <Setter Property="Background" Value="{DynamicResource AdaptiveGlassStrongBackgroundBrush}" />
+        <Setter Property="BorderBrush" Value="{DynamicResource AdaptiveGlassStrongBorderBrush}" />
+        <Setter Property="BorderThickness" Value="1.5" />
+        <Setter Property="Opacity" Value="{DynamicResource AdaptiveGlassStrongOpacity}" />
+        <Setter Property="BoxShadow" Value="0 8 24 #26000000" />
+    </Style>
+    <Style Selector="Border.glass-island">
+        <Setter Property="Background" Value="{DynamicResource AdaptiveDockGlassBackgroundBrush}" />
+        <Setter Property="BorderBrush" Value="{DynamicResource AdaptiveDockGlassBorderBrush}" />
+        <Setter Property="BorderThickness" Value="1.5" />
+        <Setter Property="Opacity" Value="{DynamicResource AdaptiveGlassStrongOpacity}" />
+        <Setter Property="BoxShadow" Value="0 12 32 #33000000" />
+    </Style>
+    <Style Selector="Border.mica-strong">
+        <Setter Property="Background" Value="{DynamicResource AdaptiveGlassStrongBackgroundBrush}" />
+        <Setter Property="BorderThickness" Value="0" />
+        <Setter Property="Opacity" Value="{DynamicResource AdaptiveGlassStrongOpacity}" />
+        <Setter Property="BoxShadow" Value="0 8 22 #2A000000" />
+    </Style>
+    <Style Selector="Border.glass-overlay">
+        <Setter Property="Background" Value="{DynamicResource AdaptiveGlassOverlayBackgroundBrush}" />
+        <Setter Property="BorderThickness" Value="0" />
+        <Setter Property="Opacity" Value="{DynamicResource AdaptiveGlassOverlayOpacity}" />
+    </Style>
 
 </Styles>

LanMountainDesktop/ViewModels/LauncherSettingsPageViewModel.cs

@@ -117,6 +117,36 @@ public sealed partial class LauncherSettingsPageViewModel : ViewModelBase, IDisp
     [ObservableProperty]
     private bool _isHiddenItemsEmpty = true;
 
+    [ObservableProperty]
+    private string _appearanceHeader = string.Empty;
+
+    [ObservableProperty]
+    private string _appearanceDescription = string.Empty;
+
+    [ObservableProperty]
+    private string _showTileBackgroundHeader = string.Empty;
+
+    [ObservableProperty]
+    private string _showTileBackgroundDescription = string.Empty;
+
+    [ObservableProperty]
+    private bool _showTileBackground;
+
+    partial void OnShowTileBackgroundChanged(bool value)
+    {
+        SaveShowTileBackgroundSetting(value);
+    }
+
+    private void SaveShowTileBackgroundSetting(bool value)
+    {
+        var snapshot = _settingsFacade.LauncherPolicy.Get()?.Clone() ?? new LauncherSettingsSnapshot();
+        snapshot.ShowTileBackground = value;
+        _settingsFacade.Settings.SaveSnapshot(
+            SettingsScope.Launcher,
+            snapshot,
+            changedKeys: [nameof(LauncherSettingsSnapshot.ShowTileBackground)]);
+    }
+
     public void Dispose()
     {
         if (_disposed)
@@ -157,6 +187,8 @@ public sealed partial class LauncherSettingsPageViewModel : ViewModelBase, IDisp
             ResolveCulture(),
             L("settings.launcher.hidden_summary_format", "{0} hidden items"),
             HiddenItems.Count);
+
+        ShowTileBackground = snapshot.ShowTileBackground;
     }
 
     private StartMenuFolderNode LoadCatalogSafe()
@@ -317,6 +349,10 @@ public sealed partial class LauncherSettingsPageViewModel : ViewModelBase, IDisp
         HiddenDescription = L("settings.launcher.hidden_desc", "Review hidden launcher entries and show them again.");
         HiddenHint = L("settings.launcher.hidden_hint", "In desktop edit mode, select a launcher icon and click Hide. Hidden entries appear here.");
         HiddenEmptyText = L("settings.launcher.hidden_empty", "No hidden items.");
+        AppearanceHeader = L("settings.launcher.appearance_header", "Appearance");
+        AppearanceDescription = L("settings.launcher.appearance_desc", "Customize the appearance of the App Launcher.");
+        ShowTileBackgroundHeader = L("settings.launcher.show_tile_background_header", "Show tile background");
+        ShowTileBackgroundDescription = L("settings.launcher.show_tile_background_desc", "Display a background card behind each app icon in the launcher.");
     }
 
     private CultureInfo ResolveCulture()

LanMountainDesktop/ViewModels/ShortcutEditorViewModel.cs

@@ -0,0 +1,87 @@
+using System;
+using System.Collections.ObjectModel;
+using System.Linq;
+using CommunityToolkit.Mvvm.ComponentModel;
+using LanMountainDesktop.ComponentSystem;
+using LanMountainDesktop.Models;
+
+namespace LanMountainDesktop.ViewModels;
+
+public sealed partial class ShortcutEditorViewModel : ViewModelBase
+{
+    private readonly DesktopComponentEditorContext? _context;
+    private bool _isInitializing;
+
+    public ShortcutEditorViewModel(DesktopComponentEditorContext? context)
+    {
+        _context = context;
+
+        ClickModeOptions = new ObservableCollection<SelectionOption>
+        {
+            new("Double", "双击打开"),
+            new("Single", "单击打开")
+        };
+
+        LoadSettings();
+    }
+
+    private void LoadSettings()
+    {
+        var snapshot = _context?.ComponentSettingsAccessor.LoadSnapshot<ComponentSettingsSnapshot>()
+            ?? new ComponentSettingsSnapshot();
+
+        _isInitializing = true;
+
+        TargetPath = snapshot.ShortcutTargetPath ?? string.Empty;
+        SelectedClickMode = ClickModeOptions.FirstOrDefault(o => o.Value == snapshot.ShortcutClickMode)
+            ?? ClickModeOptions[0];
+        ShowBackground = snapshot.ShortcutShowBackground;
+
+        _isInitializing = false;
+    }
+
+    private void SaveSettings()
+    {
+        if (_isInitializing || _context == null) return;
+
+        var snapshot = _context.ComponentSettingsAccessor.LoadSnapshot<ComponentSettingsSnapshot>();
+
+        snapshot.ShortcutTargetPath = string.IsNullOrWhiteSpace(TargetPath) ? null : TargetPath;
+        snapshot.ShortcutClickMode = SelectedClickMode?.Value ?? "Double";
+        snapshot.ShortcutShowBackground = ShowBackground;
+
+        _context.ComponentSettingsAccessor.SaveSnapshot(snapshot);
+
+        _context.HostContext.RequestRefresh();
+    }
+
+    [ObservableProperty] private string _descriptionText = "配置此快捷方式组件的目标路径和打开方式。这些设置仅作用于当前组件实例。";
+    [ObservableProperty] private string _targetPathLabel = "目标路径";
+    [ObservableProperty] private string _targetPathPlaceholder = "未选择目标";
+    [ObservableProperty] private string _browseButtonText = "浏览...";
+    [ObservableProperty] private string _clearButtonText = "清除";
+    [ObservableProperty] private string _clickModeLabel = "打开方式";
+    [ObservableProperty] private string _backgroundLabel = "显示背景";
+    [ObservableProperty] private string _backgroundDescription = "关闭后组件背景将变为透明。";
+
+    [ObservableProperty] private string _targetPath = string.Empty;
+    [ObservableProperty] private SelectionOption? _selectedClickMode;
+    [ObservableProperty] private bool _showBackground = true;
+
+    public ObservableCollection<SelectionOption> ClickModeOptions { get; }
+
+    public void SetTargetPath(string? path)
+    {
+        TargetPath = path ?? string.Empty;
+        SaveSettings();
+    }
+
+    public void ClearTargetPath()
+    {
+        TargetPath = string.Empty;
+        SaveSettings();
+    }
+
+    partial void OnSelectedClickModeChanged(SelectionOption? value) => SaveSettings();
+    partial void OnShowBackgroundChanged(bool value) => SaveSettings();
+}

LanMountainDesktop/Views/ComponentEditors/ShortcutComponentEditor.axaml

@@ -0,0 +1,66 @@
+<UserControl xmlns="https://github.com/avaloniaui"
+             xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+             xmlns:vm="using:LanMountainDesktop.ViewModels"
+             x:Class="LanMountainDesktop.Views.ComponentEditors.ShortcutComponentEditor"
+             x:DataType="vm:ShortcutEditorViewModel">
+
+    <StackPanel Spacing="16">
+        <!-- 说明卡片 -->
+        <Border Classes="component-editor-card" Padding="20">
+            <TextBlock Text="{Binding DescriptionText}"
+                       Classes="component-editor-secondary-text"
+                       TextWrapping="Wrap" />
+        </Border>
+
+        <!-- 目标路径 -->
+        <Border Classes="component-editor-card" Padding="20">
+            <StackPanel Spacing="12">
+                <TextBlock Text="{Binding TargetPathLabel}"
+                           Classes="component-editor-section-title" />
+                <Grid ColumnDefinitions="*,Auto">
+                    <TextBox Text="{Binding TargetPath}"
+                             IsReadOnly="True"
+                             Watermark="{Binding TargetPathPlaceholder}"
+                             Grid.Column="0" />
+                    <Button Content="{Binding BrowseButtonText}"
+                            Click="OnBrowseClick"
+                            Grid.Column="1"
+                            Margin="8,0,0,0" />
+                </Grid>
+                <Button Content="{Binding ClearButtonText}"
+                        Click="OnClearClick"
+                        HorizontalAlignment="Stretch" />
+            </StackPanel>
+        </Border>
+
+        <!-- 打开方式 -->
+        <Border Classes="component-editor-card" Padding="20">
+            <StackPanel Spacing="12">
+                <TextBlock Text="{Binding ClickModeLabel}"
+                           Classes="component-editor-section-title" />
+                <ComboBox ItemsSource="{Binding ClickModeOptions}"
+                          SelectedItem="{Binding SelectedClickMode}"
+                          HorizontalAlignment="Stretch">
+                    <ComboBox.ItemTemplate>
+                        <DataTemplate x:DataType="vm:SelectionOption">
+                            <TextBlock Text="{Binding Label}" />
+                        </DataTemplate>
+                    </ComboBox.ItemTemplate>
+                </ComboBox>
+            </StackPanel>
+        </Border>
+
+        <!-- 背景设置 -->
+        <Border Classes="component-editor-card" Padding="20">
+            <StackPanel Spacing="12">
+                <TextBlock Text="{Binding BackgroundLabel}"
+                           Classes="component-editor-section-title" />
+                <TextBlock Text="{Binding BackgroundDescription}"
+                           Classes="component-editor-secondary-text" />
+                <CheckBox IsChecked="{Binding ShowBackground}"
+                          Content="{Binding BackgroundLabel}" />
+            </StackPanel>
+        </Border>
+    </StackPanel>
+
+</UserControl>

LanMountainDesktop/Views/ComponentEditors/ShortcutComponentEditor.axaml.cs

@@ -0,0 +1,77 @@
+using System.Linq;
+using Avalonia.Controls;
+using Avalonia.Interactivity;
+using Avalonia.Platform.Storage;
+using LanMountainDesktop.ComponentSystem;
+using LanMountainDesktop.ViewModels;
+
+namespace LanMountainDesktop.Views.ComponentEditors;
+
+public partial class ShortcutComponentEditor : ComponentEditorViewBase
+{
+    private ShortcutEditorViewModel? _viewModel;
+
+    public ShortcutComponentEditor()
+        : this(null)
+    {
+    }
+
+    public ShortcutComponentEditor(DesktopComponentEditorContext? context)
+        : base(context)
+    {
+        InitializeComponent();
+        _viewModel = new ShortcutEditorViewModel(context);
+        DataContext = _viewModel;
+    }
+
+    private async void OnBrowseClick(object? sender, RoutedEventArgs e)
+    {
+        var topLevel = TopLevel.GetTopLevel(this);
+        if (topLevel?.StorageProvider is not { } storageProvider)
+        {
+            return;
+        }
+
+        var options = new FilePickerOpenOptions
+        {
+            Title = "选择目标文件",
+            AllowMultiple = false,
+            FileTypeFilter =
+            [
+                new FilePickerFileType("可执行文件")
+                {
+                    Patterns = ["*.exe", "*.lnk", "*.bat", "*.cmd"]
+                },
+                new FilePickerFileType("所有文件")
+                {
+                    Patterns = ["*.*"]
+                }
+            ]
+        };
+
+        var files = await storageProvider.OpenFilePickerAsync(options);
+        var localPath = files.FirstOrDefault()?.TryGetLocalPath();
+
+        if (string.IsNullOrWhiteSpace(localPath))
+        {
+            var folderOptions = new FolderPickerOpenOptions
+            {
+                Title = "选择目标文件夹",
+                AllowMultiple = false
+            };
+
+            var folders = await storageProvider.OpenFolderPickerAsync(folderOptions);
+            localPath = folders.FirstOrDefault()?.TryGetLocalPath();
+        }
+
+        if (!string.IsNullOrWhiteSpace(localPath))
+        {
+            _viewModel?.SetTargetPath(localPath);
+        }
+    }
+
+    private void OnClearClick(object? sender, RoutedEventArgs e)
+    {
+        _viewModel?.ClearTargetPath();
+    }
+}

LanMountainDesktop/Views/Components/ClassScheduleWidget.axaml.cs

@@ -725,6 +725,8 @@ public partial class ClassScheduleWidget : UserControl, IDesktopComponentWidget,
             ? CreateBrush("#FF4FC3F7")
             : CreateBrush("#FF4D5A");
         var normalBulletBrush = CreateBrush(_isNightVisual ? "#B8BEC9" : "#9AA3B2");
+        var primaryBrush = CreateBrush(_isNightVisual ? "#F9FBFF" : "#151821");
+        var secondaryBrush = CreateBrush(_isNightVisual ? "#848B99" : "#667084");
 
         for (var i = 0; i < _courseItems.Count && i < CourseListPanel.Children.Count; i++)
         {
@@ -746,19 +748,31 @@ public partial class ClassScheduleWidget : UserControl, IDesktopComponentWidget,
             var timeText = textStack.Children[1] as TextBlock;
             var detailText = textStack.Children[2] as TextBlock;
 
-            if (titleText != null && titleText.Text != item.Name)
+            if (titleText != null)
             {
-                titleText.Text = item.Name;
+                if (titleText.Text != item.Name)
+                {
+                    titleText.Text = item.Name;
+                }
+                titleText.Foreground = primaryBrush;
             }
 
-            if (timeText != null && timeText.Text != item.TimeRange)
+            if (timeText != null)
             {
-                timeText.Text = item.TimeRange;
+                if (timeText.Text != item.TimeRange)
+                {
+                    timeText.Text = item.TimeRange;
+                }
+                timeText.Foreground = secondaryBrush;
             }
 
-            if (detailText != null && detailText.Text != item.Detail)
+            if (detailText != null)
             {
-                detailText.Text = item.Detail;
+                if (detailText.Text != item.Detail)
+                {
+                    detailText.Text = item.Detail;
+                }
+                detailText.Foreground = secondaryBrush;
             }
         }
     }

LanMountainDesktop/Views/Components/DesktopComponentRuntimeRegistry.cs

@@ -479,7 +479,11 @@ public sealed class DesktopComponentRuntimeRegistry
                 new DesktopComponentRuntimeRegistration(
                     BuiltInComponentIds.DesktopNotificationBox,
                     "component.notification_box",
-                    () => new NotificationBoxWidget())
+                    () => new NotificationBoxWidget()),
+                new DesktopComponentRuntimeRegistration(
+                    BuiltInComponentIds.DesktopShortcut,
+                    "component.shortcut",
+                    () => new ShortcutWidget())
         ];
     }
 

LanMountainDesktop/Views/Components/ShortcutWidget.axaml

@@ -0,0 +1,46 @@
+<UserControl xmlns="https://github.com/avaloniaui"
+             xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+             xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
+             xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
+             mc:Ignorable="d"
+             d:DesignWidth="96"
+             d:DesignHeight="96"
+             x:Class="LanMountainDesktop.Views.Components.ShortcutWidget">
+
+    <Border x:Name="RootBorder"
+            Background="{DynamicResource AdaptiveSurfaceRaisedBrush}"
+            BorderBrush="{DynamicResource AdaptiveButtonBorderBrush}"
+            BorderThickness="1"
+            CornerRadius="{DynamicResource DesignCornerRadiusComponent}"
+            ClipToBounds="True">
+        <Grid RowDefinitions="*,Auto"
+              x:Name="ContentGrid">
+            
+            <Border x:Name="IconHost"
+                    Grid.Row="0"
+                    HorizontalAlignment="Center"
+                    VerticalAlignment="Center">
+                <Panel>
+                    <Image x:Name="IconImage"
+                           Stretch="Uniform"
+                           IsVisible="False" />
+                    <ContentControl x:Name="SymbolIconHost"
+                                    IsVisible="False" />
+                </Panel>
+            </Border>
+            
+            <TextBlock x:Name="NameTextBlock"
+                       Grid.Row="1"
+                       HorizontalAlignment="Center"
+                       VerticalAlignment="Center"
+                       TextAlignment="Center"
+                       TextTrimming="CharacterEllipsis"
+                       MaxLines="2"
+                       TextWrapping="Wrap"
+                       Margin="4,0,4,4"
+                       FontSize="11"
+                       Foreground="{DynamicResource AdaptiveTextPrimaryBrush}" />
+        </Grid>
+    </Border>
+
+</UserControl>

LanMountainDesktop/Views/Components/ShortcutWidget.axaml.cs

@@ -0,0 +1,396 @@
+using System;
+using System.Diagnostics;
+using System.IO;
+using System.Runtime.InteropServices;
+using Avalonia;
+using Avalonia.Controls;
+using Avalonia.Input;
+using Avalonia.Interactivity;
+using Avalonia.Media;
+using Avalonia.Media.Imaging;
+using FluentIcons.Avalonia;
+using LanMountainDesktop.ComponentSystem;
+using LanMountainDesktop.Models;
+using LanMountainDesktop.PluginSdk;
+using LanMountainDesktop.Services;
+
+namespace LanMountainDesktop.Views.Components;
+
+public partial class ShortcutWidget : UserControl, IDesktopComponentWidget, IComponentPlacementContextAware, IComponentSettingsContextAware, IDisposable
+{
+    private string _componentId = BuiltInComponentIds.DesktopShortcut;
+    private string _placementId = string.Empty;
+    private string? _targetPath;
+    private string _clickMode = "Double";
+    private bool _showBackground = true;
+    private double _currentCellSize = 48;
+    private bool _isDisposed;
+
+    private const double TapMovementThreshold = 10;
+    private const long TapTimeThresholdMs = 500;
+
+    private readonly Dictionary<int, PointerGestureState> _gestureStates = new();
+
+    private record PointerGestureState(
+        Point StartPosition,
+        long StartTime
+    );
+
+    public ShortcutWidget()
+    {
+        InitializeComponent();
+        DoubleTapped += OnDoubleTapped;
+        UpdateDisplay();
+    }
+
+    public void SetComponentPlacementContext(string componentId, string? placementId)
+    {
+        _componentId = string.IsNullOrWhiteSpace(componentId)
+            ? BuiltInComponentIds.DesktopShortcut
+            : componentId.Trim();
+        _placementId = placementId?.Trim() ?? string.Empty;
+    }
+
+    public void SetComponentSettingsContext(DesktopComponentSettingsContext context)
+    {
+        var snapshot = context.ComponentSettingsAccessor.LoadSnapshot<ComponentSettingsSnapshot>();
+        ApplySettings(snapshot);
+    }
+
+    public void ApplySettings(ComponentSettingsSnapshot snapshot)
+    {
+        _targetPath = snapshot.ShortcutTargetPath;
+        _clickMode = string.Equals(snapshot.ShortcutClickMode, "Single", StringComparison.OrdinalIgnoreCase)
+            ? "Single"
+            : "Double";
+        _showBackground = snapshot.ShortcutShowBackground;
+        UpdateDisplay();
+        ApplyChrome();
+    }
+
+    public void ApplyCellSize(double cellSize)
+    {
+        _currentCellSize = cellSize;
+        
+        // 图标大小：从 cellSize 的 50% 计算，最小 24px，最大 128px
+        var iconSize = Math.Clamp(cellSize * 0.5, 24, 128);
+        IconImage.Width = iconSize;
+        IconImage.Height = iconSize;
+
+        // 字体大小：从 cellSize 的 18% 计算，最小 10px，最大 24px
+        var fontSize = Math.Clamp(cellSize * 0.18, 10, 24);
+        NameTextBlock.FontSize = fontSize;
+        
+        // 更新符号图标的大小（如果当前显示的是符号图标）
+        if (SymbolIconHost.Content is SymbolIcon symbolIcon)
+        {
+            symbolIcon.FontSize = iconSize;
+        }
+    }
+
+    private void UpdateDisplay()
+    {
+        if (string.IsNullOrWhiteSpace(_targetPath))
+        {
+            ShowEmptyState();
+            return;
+        }
+
+        try
+        {
+            var name = GetDisplayName(_targetPath);
+            NameTextBlock.Text = name;
+            // 文字颜色由 XAML 中的 DynamicResource 自动适配主题
+
+            LoadIcon(_targetPath);
+        }
+        catch
+        {
+            ShowEmptyState();
+        }
+    }
+
+    private void ShowEmptyState()
+    {
+        NameTextBlock.Text = "添加快捷方式";
+        // 使用次要文字颜色（由主题自动适配）
+        NameTextBlock.Foreground = this.FindResource("AdaptiveTextSecondaryBrush") as IBrush;
+
+        var iconBrush = this.FindResource("AdaptiveTextSecondaryBrush") as IBrush;
+        
+        // 隐藏图片图标，显示符号图标
+        IconImage.IsVisible = false;
+        IconImage.Source = null;
+        
+        // 计算图标大小
+        var iconSize = Math.Clamp(_currentCellSize * 0.5, 24, 128);
+        
+        var iconHostContent = new SymbolIcon
+        {
+            Symbol = FluentIcons.Common.Symbol.Add,
+            FontSize = iconSize,
+            Foreground = iconBrush,
+            HorizontalAlignment = Avalonia.Layout.HorizontalAlignment.Center,
+            VerticalAlignment = Avalonia.Layout.VerticalAlignment.Center
+        };
+        SymbolIconHost.Content = iconHostContent;
+        SymbolIconHost.IsVisible = true;
+    }
+
+    private static string GetDisplayName(string path)
+    {
+        if (string.IsNullOrWhiteSpace(path))
+        {
+            return "快捷方式";
+        }
+
+        try
+        {
+            if (Directory.Exists(path))
+            {
+                return Path.GetFileName(path.TrimEnd('\\', '/'));
+            }
+
+            var fileName = Path.GetFileNameWithoutExtension(path);
+            return string.IsNullOrWhiteSpace(fileName) ? path : fileName;
+        }
+        catch
+        {
+            return path;
+        }
+    }
+
+    private void LoadIcon(string path)
+    {
+        byte[]? pngBytes = null;
+
+        try
+        {
+            if (OperatingSystem.IsWindows())
+            {
+                if (Directory.Exists(path))
+                {
+                    pngBytes = WindowsIconService.TryGetSystemFolderIconPngBytes();
+                }
+                else if (File.Exists(path))
+                {
+                    pngBytes = WindowsIconService.TryGetIconPngBytes(path);
+                }
+            }
+            else if (OperatingSystem.IsLinux())
+            {
+                if (Directory.Exists(path))
+                {
+                    pngBytes = LinuxIconService.TryGetSystemFolderIconPngBytes();
+                }
+                else if (File.Exists(path))
+                {
+                    pngBytes = LinuxIconService.TryGetIconPngBytes(path);
+                }
+            }
+            else if (OperatingSystem.IsMacOS())
+            {
+                if (Directory.Exists(path))
+                {
+                    pngBytes = MacIconService.TryGetSystemFolderIconPngBytes();
+                }
+                else if (File.Exists(path))
+                {
+                    pngBytes = MacIconService.TryGetIconPngBytes(path);
+                }
+            }
+        }
+        catch
+        {
+            pngBytes = null;
+        }
+
+        if (pngBytes is not null)
+        {
+            try
+            {
+                using var stream = new MemoryStream(pngBytes);
+                IconImage.Source = new Bitmap(stream);
+                IconImage.IsVisible = true;
+                SymbolIconHost.IsVisible = false;
+                return;
+            }
+            catch
+            {
+            }
+        }
+
+        LoadFallbackIcon(path);
+    }
+
+    private void LoadFallbackIcon(string path)
+    {
+        var symbol = Directory.Exists(path)
+            ? FluentIcons.Common.Symbol.Folder
+            : FluentIcons.Common.Symbol.Document;
+
+        // 使用强调色（由主题自动适配）
+        var iconBrush = this.FindResource("AdaptiveAccentBrush") as IBrush;
+
+        // 隐藏图片图标，显示符号图标
+        IconImage.IsVisible = false;
+        IconImage.Source = null;
+        
+        // 计算图标大小
+        var iconSize = Math.Clamp(_currentCellSize * 0.5, 24, 128);
+        
+        var iconHostContent = new SymbolIcon
+        {
+            Symbol = symbol,
+            FontSize = iconSize,
+            Foreground = iconBrush,
+            HorizontalAlignment = Avalonia.Layout.HorizontalAlignment.Center,
+            VerticalAlignment = Avalonia.Layout.VerticalAlignment.Center
+        };
+        SymbolIconHost.Content = iconHostContent;
+        SymbolIconHost.IsVisible = true;
+    }
+
+    private void ApplyChrome()
+    {
+        if (!_showBackground)
+        {
+            RootBorder.Background = Brushes.Transparent;
+            RootBorder.BorderBrush = Brushes.Transparent;
+            RootBorder.BorderThickness = new Thickness(0);
+            return;
+        }
+
+        // 恢复默认的实心背景样式
+        RootBorder.Background = this.FindResource("AdaptiveSurfaceRaisedBrush") as IBrush ?? Brushes.Transparent;
+        RootBorder.BorderBrush = this.FindResource("AdaptiveButtonBorderBrush") as IBrush ?? Brushes.Transparent;
+        RootBorder.BorderThickness = new Thickness(1);
+    }
+
+    protected override void OnPointerPressed(PointerPressedEventArgs e)
+    {
+        base.OnPointerPressed(e);
+
+        if (string.IsNullOrWhiteSpace(_targetPath))
+        {
+            return;
+        }
+
+        var pointer = e.GetCurrentPoint(this);
+        var pointerId = e.Pointer.Id;
+        var position = pointer.Position;
+        var timestamp = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds();
+
+        _gestureStates[pointerId] = new PointerGestureState(position, timestamp);
+        e.Pointer.Capture(this);
+    }
+
+    protected override void OnPointerMoved(PointerEventArgs e)
+    {
+        base.OnPointerMoved(e);
+
+        var pointerId = e.Pointer.Id;
+        if (!_gestureStates.TryGetValue(pointerId, out var state))
+        {
+            return;
+        }
+
+        var currentPoint = e.GetCurrentPoint(this);
+        var distance = Math.Sqrt(
+            Math.Pow(currentPoint.Position.X - state.StartPosition.X, 2) +
+            Math.Pow(currentPoint.Position.Y - state.StartPosition.Y, 2)
+        );
+
+        if (distance > TapMovementThreshold)
+        {
+            _gestureStates.Remove(pointerId);
+            e.Pointer.Capture(null);
+        }
+    }
+
+    protected override void OnPointerReleased(PointerReleasedEventArgs e)
+    {
+        base.OnPointerReleased(e);
+
+        var pointerId = e.Pointer.Id;
+        if (!_gestureStates.Remove(pointerId, out var state))
+        {
+            return;
+        }
+
+        e.Pointer.Capture(null);
+
+        var currentPoint = e.GetCurrentPoint(this);
+        var distance = Math.Sqrt(
+            Math.Pow(currentPoint.Position.X - state.StartPosition.X, 2) +
+            Math.Pow(currentPoint.Position.Y - state.StartPosition.Y, 2)
+        );
+
+        var elapsed = DateTimeOffset.UtcNow.ToUnixTimeMilliseconds() - state.StartTime;
+
+        if (distance > TapMovementThreshold || elapsed > TapTimeThresholdMs)
+        {
+            return;
+        }
+
+        if (_clickMode == "Single")
+        {
+            OpenTarget();
+        }
+    }
+
+    private void OnDoubleTapped(object? sender, TappedEventArgs e)
+    {
+        if (string.IsNullOrWhiteSpace(_targetPath))
+        {
+            return;
+        }
+
+        if (_clickMode == "Double")
+        {
+            OpenTarget();
+        }
+    }
+
+    private void OpenTarget()
+    {
+        if (string.IsNullOrWhiteSpace(_targetPath))
+        {
+            return;
+        }
+
+        try
+        {
+            if (RuntimeInformation.IsOSPlatform(OSPlatform.Windows))
+            {
+                Process.Start(new ProcessStartInfo(_targetPath)
+                {
+                    UseShellExecute = true
+                });
+            }
+            else if (RuntimeInformation.IsOSPlatform(OSPlatform.Linux))
+            {
+                Process.Start("xdg-open", _targetPath);
+            }
+            else if (RuntimeInformation.IsOSPlatform(OSPlatform.OSX))
+            {
+                Process.Start("open", _targetPath);
+            }
+        }
+        catch (Exception ex)
+        {
+            AppLogger.Warn("ShortcutWidget", $"Failed to open target: {_targetPath}", ex);
+        }
+    }
+
+    public void Dispose()
+    {
+        if (_isDisposed)
+        {
+            return;
+        }
+
+        _isDisposed = true;
+        _gestureStates.Clear();
+    }
+}

LanMountainDesktop/Views/Components/StudyNoiseCurveChartControl.cs

@@ -1,4 +1,4 @@
-using System;
+using System;
 using System.Buffers;
 using System.Collections.Generic;
 using Avalonia;
@@ -20,10 +20,24 @@ public sealed class StudyNoiseCurveChartControl : Control
 
     private IReadOnlyList<NoiseRealtimePoint> _points = Array.Empty<NoiseRealtimePoint>();
     private Point[]? _pointBuffer;
+    private StreamGeometry? _lineGeometry;
+    private StreamGeometry? _fillGeometry;
+    private Rect _cachedPlot;
+    private bool _geometryDirty = true;
+    private int _lastSeriesSignature;
 
     public void UpdateSeries(IReadOnlyList<NoiseRealtimePoint>? points)
     {
-        _points = points ?? Array.Empty<NoiseRealtimePoint>();
+        var nextPoints = points ?? Array.Empty<NoiseRealtimePoint>();
+        var nextSignature = ComputeSeriesSignature(nextPoints);
+        if (ReferenceEquals(_points, nextPoints) && _lastSeriesSignature == nextSignature)
+        {
+            return;
+        }
+
+        _points = nextPoints;
+        _lastSeriesSignature = nextSignature;
+        _geometryDirty = true;
         InvalidateVisual();
     }
 
@@ -34,11 +48,18 @@ public sealed class StudyNoiseCurveChartControl : Control
             ArrayPool<Point>.Shared.Return(_pointBuffer, clearArray: false);
             _pointBuffer = null;
         }
+
+        _lineGeometry = null;
+        _fillGeometry = null;
+        _geometryDirty = true;
     }
 
     protected override void OnDetachedFromVisualTree(VisualTreeAttachmentEventArgs e)
     {
         ReleasePointBuffer();
+        _lineGeometry = null;
+        _fillGeometry = null;
+        _geometryDirty = true;
         base.OnDetachedFromVisualTree(e);
     }
 
@@ -64,16 +85,14 @@ public sealed class StudyNoiseCurveChartControl : Control
             return;
         }
 
-        var maxSamples = Math.Clamp((int)Math.Floor(plot.Width), 56, 360);
+        EnsureGeometry(plot);
-        var pointCount = BuildPlotPoints(plot, maxSamples);
+        if (_lineGeometry is null || _fillGeometry is null)
-        if (pointCount < 2 || _pointBuffer is null)
         {
             return;
         }
 
-        var span = _pointBuffer.AsSpan(0, pointCount);
+        context.DrawGeometry(FillBrush, pen: null, _fillGeometry);
-        DrawAreaFill(context, plot.Bottom, span);
+        context.DrawGeometry(brush: null, pen: LinePen, _lineGeometry);
-        DrawLine(context, span);
     }
 
     private static void DrawGrid(DrawingContext context, Rect plot)
@@ -97,42 +116,56 @@ public sealed class StudyNoiseCurveChartControl : Control
         context.DrawLine(AxisPen, new Point(plot.Left, plot.Bottom), new Point(plot.Right, plot.Bottom));
     }
 
-    private void DrawLine(DrawingContext context, ReadOnlySpan<Point> points)
+    private void EnsureGeometry(Rect plot)
     {
-        var geometry = new StreamGeometry();
+        if (!_geometryDirty && _cachedPlot == plot)
-        using (var builder = geometry.Open())
         {
-            builder.BeginFigure(points[0], false);
+            return;
-            for (var i = 1; i < points.Length; i++)
+        }
+
+        _cachedPlot = plot;
+        _lineGeometry = null;
+        _fillGeometry = null;
+
+        var maxSamples = Math.Clamp((int)Math.Floor(plot.Width), 56, 360);
+        var pointCount = BuildPlotPoints(plot, maxSamples);
+        if (pointCount < 2 || _pointBuffer is null)
+        {
+            _geometryDirty = false;
+            return;
+        }
+
+        var lineGeometry = new StreamGeometry();
+        using (var builder = lineGeometry.Open())
+        {
+            builder.BeginFigure(_pointBuffer[0], false);
+            for (var i = 1; i < pointCount; i++)
             {
-                builder.LineTo(points[i]);
+                builder.LineTo(_pointBuffer[i]);
             }
         }
 
-        context.DrawGeometry(brush: null, pen: LinePen, geometry);
+        var fillGeometry = new StreamGeometry();
-    }
+        using (var builder = fillGeometry.Open())
-
-    private void DrawAreaFill(DrawingContext context, double baselineY, ReadOnlySpan<Point> points)
-    {
-        var geometry = new StreamGeometry();
-        using (var builder = geometry.Open())
         {
-            var first = points[0];
+            var first = _pointBuffer[0];
-            builder.BeginFigure(new Point(first.X, baselineY), true);
+            builder.BeginFigure(new Point(first.X, plot.Bottom), true);
             builder.LineTo(first);
 
-            for (var i = 1; i < points.Length; i++)
+            for (var i = 1; i < pointCount; i++)
             {
-                builder.LineTo(points[i]);
+                builder.LineTo(_pointBuffer[i]);
             }
 
-            var last = points[^1];
+            var last = _pointBuffer[pointCount - 1];
-            builder.LineTo(new Point(last.X, baselineY));
+            builder.LineTo(new Point(last.X, plot.Bottom));
-            builder.LineTo(new Point(first.X, baselineY));
+            builder.LineTo(new Point(first.X, plot.Bottom));
             builder.EndFigure(true);
         }
 
-        context.DrawGeometry(FillBrush, pen: null, geometry);
+        _lineGeometry = lineGeometry;
+        _fillGeometry = fillGeometry;
+        _geometryDirty = false;
     }
 
     private int BuildPlotPoints(Rect plot, int maxSamples)
@@ -295,4 +328,20 @@ public sealed class StudyNoiseCurveChartControl : Control
         ArrayPool<Point>.Shared.Return(_pointBuffer, clearArray: false);
         _pointBuffer = null;
     }
+
+    private static int ComputeSeriesSignature(IReadOnlyList<NoiseRealtimePoint> points)
+    {
+        if (points.Count == 0)
+        {
+            return 0;
+        }
+
+        var first = points[0];
+        var last = points[^1];
+        return HashCode.Combine(
+            points.Count,
+            first.Timestamp.UtcTicks,
+            last.Timestamp.UtcTicks,
+            Math.Round(last.DisplayDb, 2));
+    }
 }

LanMountainDesktop/Views/Components/StudyNoiseDistributionScatterChartControl.cs

@@ -9,6 +9,8 @@ namespace LanMountainDesktop.Views.Components;
 
 public sealed class StudyNoiseDistributionScatterChartControl : Control
 {
+    private readonly record struct SampledPoint(double X, double Y, NoiseDistributionLevel Level);
+
     private static readonly IBrush GridBrush = new SolidColorBrush(Color.Parse("#2E5E7A96"));
     private static readonly IBrush AxisBrush = new SolidColorBrush(Color.Parse("#5C6D86A1"));
     private static readonly Pen GridPen = new(GridBrush, 1);
@@ -18,14 +20,35 @@ public sealed class StudyNoiseDistributionScatterChartControl : Control
     private static readonly IBrush NormalBrush = new SolidColorBrush(Color.Parse("#FF60A5FA"));
     private static readonly IBrush NoisyBrush = new SolidColorBrush(Color.Parse("#FFF59E0B"));
     private static readonly IBrush ExtremeBrush = new SolidColorBrush(Color.Parse("#FFEF4444"));
+    private static readonly byte[] CloudAlphas = [44, 58, 72, 86];
+    private static readonly byte[] GlowAlphas = [26, 36];
+    private static readonly IBrush[][] CloudBrushes = CreateBrushTable(CloudAlphas);
+    private static readonly IBrush[][] GlowBrushes = CreateBrushTable(GlowAlphas);
 
     private IReadOnlyList<NoiseRealtimePoint> _points = Array.Empty<NoiseRealtimePoint>();
+    private SampledPoint[] _sampledPoints = Array.Empty<SampledPoint>();
+    private int _sampledPointCount;
     private double _baselineDb = 45;
+    private Rect _cachedPlot;
+    private bool _sampleCacheDirty = true;
+    private int _lastSeriesSignature;
 
     public void UpdateSeries(IReadOnlyList<NoiseRealtimePoint>? points, double baselineDb)
     {
-        _points = points ?? Array.Empty<NoiseRealtimePoint>();
+        var nextPoints = points ?? Array.Empty<NoiseRealtimePoint>();
-        _baselineDb = Math.Clamp(baselineDb, 20, 85);
+        var nextBaselineDb = Math.Clamp(baselineDb, 20, 85);
+        var nextSignature = ComputeSeriesSignature(nextPoints, nextBaselineDb);
+        if (ReferenceEquals(_points, nextPoints) &&
+            Math.Abs(_baselineDb - nextBaselineDb) < 0.001 &&
+            _lastSeriesSignature == nextSignature)
+        {
+            return;
+        }
+
+        _points = nextPoints;
+        _baselineDb = nextBaselineDb;
+        _lastSeriesSignature = nextSignature;
+        _sampleCacheDirty = true;
         InvalidateVisual();
     }
 
@@ -52,45 +75,34 @@ public sealed class StudyNoiseDistributionScatterChartControl : Control
             return;
         }
 
+        EnsureSampleCache(plot);
+        if (_sampledPointCount < 2)
+        {
+            return;
+        }
+
         DrawElectronCloud(context, plot);
     }
 
     private void DrawElectronCloud(DrawingContext context, Rect plot)
     {
-        var start = _points[0].Timestamp;
+        var cloudLayers = CloudAlphas.Length;
-        var end = _points[^1].Timestamp;
-        var totalTicks = Math.Max(1, (end - start).Ticks);
-
-        var pointCount = _points.Count;
-        var cloudLayers = 8;
         var baseRadius = Math.Clamp(Math.Min(plot.Width, plot.Height) / 45d, 3, 12);
-        
-        var sortedPoints = new List<(double X, double Y, NoiseDistributionLevel Level)>();
-        for (var i = 0; i < pointCount; i++)
-        {
-            var point = _points[i];
-            var x = MapX(plot, point.Timestamp, start, totalTicks);
-            var y = MapYContinuous(plot, point.DisplayDb);
-            var level = ResolveLevel(point.DisplayDb, _baselineDb);
-            sortedPoints.Add((x, y, level));
-        }
-
-        sortedPoints.Sort((a, b) => a.X.CompareTo(b.X));
 
         for (var layer = cloudLayers - 1; layer >= 0; layer--)
         {
-            var layerRatio = (double)layer / (cloudLayers - 1);
+            var layerRatio = cloudLayers == 1 ? 0d : layer / (double)(cloudLayers - 1);
             var layerRadius = baseRadius * (1.2 + layerRatio * 0.8);
-            var layerAlpha = (byte)(40 + layerRatio * 25);
+            var layerBrushes = CloudBrushes[layer];
 
-            foreach (var pt in sortedPoints)
+            for (var i = 0; i < _sampledPointCount; i++)
             {
-                var brush = GetLevelBrushWithAlpha(pt.Level, layerAlpha);
+                var pt = _sampledPoints[i];
                 var jitterX = ComputeJitter(pt.X * 1000 + layer) * layerRadius * 0.3;
                 var jitterY = ComputeJitter(pt.Y * 1000 + layer) * layerRadius * 0.3;
-                
+
                 context.DrawEllipse(
-                    brush,
+                    layerBrushes[(int)pt.Level],
                     pen: null,
                     center: new Point(pt.X + jitterX, pt.Y + jitterY),
                     radiusX: layerRadius,
@@ -98,18 +110,17 @@ public sealed class StudyNoiseDistributionScatterChartControl : Control
             }
         }
 
-        var glowLayers = 5;
+        var glowLayers = GlowAlphas.Length;
         for (var layer = glowLayers - 1; layer >= 0; layer--)
         {
-            var layerRatio = (double)layer / (glowLayers - 1);
+            var layerRatio = glowLayers == 1 ? 0d : layer / (double)(glowLayers - 1);
             var layerRadius = baseRadius * (0.8 + layerRatio * 0.6);
-            var layerAlpha = (byte)(20 + layerRatio * 15);
+            var layerBrushes = GlowBrushes[layer];
-
+            for (var i = 0; i < _sampledPointCount; i++)
-            foreach (var pt in sortedPoints)
             {
-                var brush = GetLevelBrushWithAlpha(pt.Level, layerAlpha);
+                var pt = _sampledPoints[i];
                 context.DrawEllipse(
-                    brush,
+                    layerBrushes[(int)pt.Level],
                     pen: null,
                     center: new Point(pt.X, pt.Y),
                     radiusX: layerRadius,
@@ -117,34 +128,42 @@ public sealed class StudyNoiseDistributionScatterChartControl : Control
             }
         }
 
-        var latest = _points[^1];
+        var latest = _sampledPoints[_sampledPointCount - 1];
-        var latestX = MapX(plot, latest.Timestamp, start, totalTicks);
-        var latestY = MapYContinuous(plot, latest.DisplayDb);
-        var latestLevel = ResolveLevel(latest.DisplayDb, _baselineDb);
-
         for (var i = 3; i >= 0; i--)
         {
             var radius = baseRadius * (1.5 + i * 0.8);
             var alpha = (byte)(30 - i * 6);
-            var glowBrush = GetLevelBrushWithAlpha(latestLevel, alpha);
+            var glowBrush = GetAlphaBrush(latest.Level, alpha);
-            context.DrawEllipse(glowBrush, null, new Point(latestX, latestY), radius, radius * 0.6);
+            context.DrawEllipse(glowBrush, null, new Point(latest.X, latest.Y), radius, radius * 0.6);
         }
 
         context.DrawEllipse(
-            GetLevelBrush(latestLevel),
+            GetLevelBrush(latest.Level),
             new Pen(Brushes.White, 1.5),
-            new Point(latestX, latestY),
+            new Point(latest.X, latest.Y),
             baseRadius + 1,
             baseRadius * 0.7 + 1);
 
         context.DrawEllipse(
             Brushes.White,
             null,
-            new Point(latestX, latestY),
+            new Point(latest.X, latest.Y),
             2,
             2);
     }
 
+    private void EnsureSampleCache(Rect plot)
+    {
+        if (!_sampleCacheDirty && _cachedPlot == plot)
+        {
+            return;
+        }
+
+        _cachedPlot = plot;
+        _sampledPointCount = BuildSampledPoints(plot);
+        _sampleCacheDirty = false;
+    }
+
     private static void DrawGrid(DrawingContext context, Rect plot)
     {
         const int verticalDivisions = 4;
@@ -176,7 +195,10 @@ public sealed class StudyNoiseDistributionScatterChartControl : Control
         var minDb = _baselineDb - 5;
         var maxDb = _baselineDb + 25;
         var dbRange = maxDb - minDb;
-        if (dbRange <= 0) dbRange = 30;
+        if (dbRange <= 0)
+        {
+            dbRange = 30;
+        }
 
         var normalizedDb = (displayDb - minDb) / dbRange;
         normalizedDb = Math.Clamp(normalizedDb, 0, 1);
@@ -243,6 +265,106 @@ public sealed class StudyNoiseDistributionScatterChartControl : Control
             _ => new SolidColorBrush(Color.FromArgb(alpha, 0x60, 0xA5, 0xFA))
         };
     }
+
+    private int BuildSampledPoints(Rect plot)
+    {
+        if (_points.Count < 2)
+        {
+            return 0;
+        }
+
+        var maxSamples = Math.Clamp((int)Math.Ceiling(plot.Width / 2d), 48, 144);
+        var targetCount = Math.Min(_points.Count, maxSamples);
+        if (_sampledPoints.Length < targetCount)
+        {
+            _sampledPoints = new SampledPoint[targetCount];
+        }
+
+        var start = _points[0].Timestamp;
+        var end = _points[^1].Timestamp;
+        var totalTicks = Math.Max(1, (end - start).Ticks);
+        var step = _points.Count <= targetCount
+            ? 1d
+            : (_points.Count - 1d) / Math.Max(1d, targetCount - 1d);
+
+        var outputIndex = 0;
+        var lastSourceIndex = -1;
+        for (var i = 0; i < targetCount; i++)
+        {
+            var sourceIndex = i == targetCount - 1
+                ? _points.Count - 1
+                : (int)Math.Round(i * step);
+            sourceIndex = Math.Clamp(sourceIndex, 0, _points.Count - 1);
+            if (sourceIndex == lastSourceIndex)
+            {
+                continue;
+            }
+
+            var point = _points[sourceIndex];
+            _sampledPoints[outputIndex++] = new SampledPoint(
+                MapX(plot, point.Timestamp, start, totalTicks),
+                MapYContinuous(plot, point.DisplayDb),
+                ResolveLevel(point.DisplayDb, _baselineDb));
+            lastSourceIndex = sourceIndex;
+        }
+
+        return outputIndex;
+    }
+
+    private static int ComputeSeriesSignature(IReadOnlyList<NoiseRealtimePoint> points, double baselineDb)
+    {
+        if (points.Count == 0)
+        {
+            return HashCode.Combine(0, baselineDb);
+        }
+
+        var first = points[0];
+        var last = points[^1];
+        return HashCode.Combine(
+            points.Count,
+            first.Timestamp.UtcTicks,
+            last.Timestamp.UtcTicks,
+            Math.Round(last.DisplayDb, 2),
+            Math.Round(baselineDb, 2));
+    }
+
+    private static IBrush[][] CreateBrushTable(IReadOnlyList<byte> alphas)
+    {
+        var table = new IBrush[alphas.Count][];
+        for (var i = 0; i < alphas.Count; i++)
+        {
+            table[i] =
+            [
+                GetLevelBrushWithAlpha(NoiseDistributionLevel.Quiet, alphas[i]),
+                GetLevelBrushWithAlpha(NoiseDistributionLevel.Normal, alphas[i]),
+                GetLevelBrushWithAlpha(NoiseDistributionLevel.Noisy, alphas[i]),
+                GetLevelBrushWithAlpha(NoiseDistributionLevel.Extreme, alphas[i])
+            ];
+        }
+
+        return table;
+    }
+
+    private static IBrush GetAlphaBrush(NoiseDistributionLevel level, byte alpha)
+    {
+        for (var i = 0; i < CloudAlphas.Length; i++)
+        {
+            if (CloudAlphas[i] == alpha)
+            {
+                return CloudBrushes[i][(int)level];
+            }
+        }
+
+        for (var i = 0; i < GlowAlphas.Length; i++)
+        {
+            if (GlowAlphas[i] == alpha)
+            {
+                return GlowBrushes[i][(int)level];
+            }
+        }
+
+        return GetLevelBrushWithAlpha(level, alpha);
+    }
 }
 
 public enum NoiseDistributionLevel

LanMountainDesktop/Views/Components/StudyNoiseDistributionWidget.axaml.cs

@@ -39,21 +39,22 @@ public partial class StudyNoiseDistributionWidget : UserControl, IDesktopCompone
     private static readonly Color DarkSubstrate = Color.Parse("#FF0B1220");
     private static readonly Color LightSubstrate = Color.Parse("#FFF1F5FA");
 
+    private readonly object _snapshotSync = new();
     private readonly IStudyAnalyticsService _studyAnalyticsService = StudyAnalyticsServiceFactory.CreateDefault();
     private readonly StudyAnalyticsMonitoringLeaseCoordinator _monitoringLeaseCoordinator = StudyAnalyticsMonitoringLeaseCoordinatorFactory.CreateDefault();
     private LanMountainDesktop.PluginSdk.ISettingsService _settingsService = LanMountainDesktop.Services.Settings.HostSettingsFacadeProvider.GetOrCreate().Settings;
     private readonly LocalizationService _localizationService = new();
-    private readonly DispatcherTimer _uiTimer = new()
-    {
-        Interval = TimeSpan.FromMilliseconds(100)
-    };
 
     private double _currentCellSize = 48;
+    private StudyAnalyticsSnapshot? _pendingSnapshot;
     private string _languageCode = "zh-CN";
+    private bool _dispatchQueued;
+    private bool _hasPendingSnapshot;
     private bool _isAttached;
     private bool _isOnActivePage = true;
     private bool _isDisposed;
     private bool _isCompactMode;
+    private bool _isSubscribed;
     private bool _isUltraCompactMode;
     private bool _studyEnabled = true;
     private IDisposable? _monitoringLease;
@@ -71,7 +72,6 @@ public partial class StudyNoiseDistributionWidget : UserControl, IDesktopCompone
     {
         InitializeComponent();
 
-        _uiTimer.Tick += OnUiTimerTick;
         AttachedToVisualTree += OnAttachedToVisualTree;
         DetachedFromVisualTree += OnDetachedFromVisualTree;
         SizeChanged += OnSizeChanged;
@@ -80,7 +80,7 @@ public partial class StudyNoiseDistributionWidget : UserControl, IDesktopCompone
         ApplyCellSize(_currentCellSize);
         ApplyDefaultXAxisLabels();
         ApplyLocalizedAxisLabels();
-        RefreshVisual();
+        QueueSnapshotForRender(_studyAnalyticsService.GetSnapshot());
     }
 
     public void ApplyCellSize(double cellSize)
@@ -94,24 +94,28 @@ public partial class StudyNoiseDistributionWidget : UserControl, IDesktopCompone
         _ = isEditMode;
         var wasOnActivePage = _isOnActivePage;
         _isOnActivePage = isOnActivePage;
-        
+
         UpdateMonitoringLeaseState();
-        
+
         if (isOnActivePage && !wasOnActivePage)
         {
-            RefreshVisual();
+            QueueSnapshotForRender(_studyAnalyticsService.GetSnapshot());
         }
-        
-        UpdateTimerState();
     }
 
     private void OnAttachedToVisualTree(object? sender, VisualTreeAttachmentEventArgs e)
     {
         _isAttached = true;
         ReloadLanguageCode();
+
+        if (!_isSubscribed)
+        {
+            _studyAnalyticsService.SnapshotUpdated += OnStudySnapshotUpdated;
+            _isSubscribed = true;
+        }
+
         UpdateMonitoringLeaseState();
-        UpdateTimerState();
+        QueueSnapshotForRender(_studyAnalyticsService.GetSnapshot());
-        RefreshVisual();
     }
 
     private void OnDetachedFromVisualTree(object? sender, VisualTreeAttachmentEventArgs e)
@@ -119,7 +123,12 @@ public partial class StudyNoiseDistributionWidget : UserControl, IDesktopCompone
         _isAttached = false;
         _monitoringLease?.Dispose();
         _monitoringLease = null;
-        _uiTimer.Stop();
+
+        if (_isSubscribed)
+        {
+            _studyAnalyticsService.SnapshotUpdated -= OnStudySnapshotUpdated;
+            _isSubscribed = false;
+        }
     }
 
     private void OnSizeChanged(object? sender, SizeChangedEventArgs e)
@@ -130,27 +139,7 @@ public partial class StudyNoiseDistributionWidget : UserControl, IDesktopCompone
 
     private void OnActualThemeVariantChanged(object? sender, EventArgs e)
     {
-        RefreshVisual();
+        QueueSnapshotForRender(_studyAnalyticsService.GetSnapshot());
-    }
-
-    private void OnUiTimerTick(object? sender, EventArgs e)
-    {
-        RefreshVisual();
-    }
-
-    private void UpdateTimerState()
-    {
-        if (_isAttached && _isOnActivePage)
-        {
-            if (!_uiTimer.IsEnabled)
-            {
-                _uiTimer.Start();
-            }
-
-            return;
-        }
-
-        _uiTimer.Stop();
     }
 
     private void UpdateMonitoringLeaseState()
@@ -172,7 +161,52 @@ public partial class StudyNoiseDistributionWidget : UserControl, IDesktopCompone
         _monitoringLease = null;
     }
 
-    private void RefreshVisual()
+    private void OnStudySnapshotUpdated(object? sender, StudyAnalyticsSnapshotChangedEventArgs e)
+    {
+        _ = sender;
+        QueueSnapshotForRender(e.Snapshot);
+    }
+
+    private void QueueSnapshotForRender(StudyAnalyticsSnapshot snapshot)
+    {
+        lock (_snapshotSync)
+        {
+            _pendingSnapshot = snapshot;
+            _hasPendingSnapshot = true;
+            if (_dispatchQueued)
+            {
+                return;
+            }
+
+            _dispatchQueued = true;
+        }
+
+        Dispatcher.UIThread.Post(ProcessPendingSnapshot, DispatcherPriority.Background);
+    }
+
+    private void ProcessPendingSnapshot()
+    {
+        StudyAnalyticsSnapshot? snapshot = null;
+        lock (_snapshotSync)
+        {
+            _dispatchQueued = false;
+            if (_hasPendingSnapshot)
+            {
+                snapshot = _pendingSnapshot;
+                _pendingSnapshot = null;
+                _hasPendingSnapshot = false;
+            }
+        }
+
+        if (!_isAttached || !_isOnActivePage || snapshot is null)
+        {
+            return;
+        }
+
+        ApplySnapshot(snapshot);
+    }
+
+    private void ApplySnapshot(StudyAnalyticsSnapshot snapshot)
     {
         var panelColor = ResolvePanelBackgroundColor();
         ApplyTypographyByBackground(panelColor);
@@ -189,8 +223,6 @@ public partial class StudyNoiseDistributionWidget : UserControl, IDesktopCompone
             return;
         }
 
-        var snapshot = _studyAnalyticsService.GetSnapshot();
-
         var isSessionRunning = snapshot.Session.State == StudySessionRuntimeState.Running;
         var isSessionReport = snapshot.DataMode == StudyDataMode.SessionReport && snapshot.LastSessionReport is not null;
         var isSessionView = isSessionRunning || isSessionReport;
@@ -634,13 +666,17 @@ public partial class StudyNoiseDistributionWidget : UserControl, IDesktopCompone
 
         _isDisposed = true;
 
-        _uiTimer.Stop();
-        _uiTimer.Tick -= OnUiTimerTick;
         AttachedToVisualTree -= OnAttachedToVisualTree;
         DetachedFromVisualTree -= OnDetachedFromVisualTree;
         SizeChanged -= OnSizeChanged;
         ActualThemeVariantChanged -= OnActualThemeVariantChanged;
 
+        if (_isSubscribed)
+        {
+            _studyAnalyticsService.SnapshotUpdated -= OnStudySnapshotUpdated;
+            _isSubscribed = false;
+        }
+
         _monitoringLease?.Dispose();
         _monitoringLease = null;
     }

LanMountainDesktop/Views/Components/WhiteboardWidget.axaml.cs

@@ -45,6 +45,8 @@ public partial class WhiteboardWidget : UserControl, IDesktopComponentWidget, IC
     private string _placementId = string.Empty;
     private int _noteRetentionDays = WhiteboardNoteRetentionPolicy.DefaultDays;
     private bool _isApplyingPersistedSnapshot;
+    private bool? _lastBitmapCacheEnabled;
+    private int _lastBitmapCacheSize;
     private bool _noteDirty;
     private int _noteLoadRevision;
     private bool _disposed;
@@ -119,11 +121,10 @@ public partial class WhiteboardWidget : UserControl, IDesktopComponentWidget, IC
         settings.IgnorePressure = true;
         settings.InkThickness = _selectedInkThickness;
         settings.EraserSize = new Size(20, 20);
-        settings.IsBitmapCacheEnabled = true;
-        settings.MaxBitmapCacheSize = 2048;
         InkCanvas.StrokeCollected += OnInkCanvasStrokeCollected;
         InkCanvas.PointerReleased += OnInkCanvasPointerReleased;
         InkCanvas.PointerCaptureLost += OnInkCanvasPointerCaptureLost;
+        UpdateInkCanvasCacheSettings(forceRefresh: true);
     }
 
     public void ApplyCellSize(double cellSize)
@@ -157,6 +158,7 @@ public partial class WhiteboardWidget : UserControl, IDesktopComponentWidget, IC
         var settings = InkCanvas.AvaloniaSkiaInkCanvas.Settings;
         var eraserSize = Math.Clamp(_currentCellSize * 0.42, 12, 44);
         settings.EraserSize = new Size(eraserSize, eraserSize);
+        UpdateInkCanvasCacheSettings(forceRefresh: false);
     }
 
     private void ApplyThemeVisual(bool force)
@@ -711,8 +713,7 @@ public partial class WhiteboardWidget : UserControl, IDesktopComponentWidget, IC
             InkCanvas.AvaloniaSkiaInkCanvas.AddStaticStroke(staticStroke);
         }
 
-        InkCanvas.AvaloniaSkiaInkCanvas.UpdateBitmapCache();
+        UpdateInkCanvasCacheSettings(forceRefresh: true);
-        InkCanvas.InvalidateVisual();
     }
 
     private static InkStylusPoint ConvertStylusPoint(WhiteboardStylusPointSnapshot point)
@@ -765,9 +766,7 @@ public partial class WhiteboardWidget : UserControl, IDesktopComponentWidget, IC
             }
         }
 
-        InkCanvas.AvaloniaSkiaInkCanvas.UseBitmapCache(false);
+        UpdateInkCanvasCacheSettings(forceRefresh: true);
-        InkCanvas.AvaloniaSkiaInkCanvas.InvalidateBitmapCache();
-        InkCanvas.InvalidateVisual();
     }
 
     private bool HasValidPersistenceContext()
@@ -785,4 +784,47 @@ public partial class WhiteboardWidget : UserControl, IDesktopComponentWidget, IC
 
         return Array.Empty<InkStylusPoint>();
     }
+
+    private void UpdateInkCanvasCacheSettings(bool forceRefresh)
+    {
+        var renderScaling = TopLevel.GetTopLevel(this)?.RenderScaling ?? 1d;
+        var widthPx = Math.Max(1d, CanvasBorder.Bounds.Width * renderScaling);
+        var heightPx = Math.Max(1d, CanvasBorder.Bounds.Height * renderScaling);
+        var longestSide = Math.Max(widthPx, heightPx);
+        var area = widthPx * heightPx;
+
+        var cacheEnabled = longestSide <= 1536d && area <= 1_400_000d;
+        var cacheSize = (int)Math.Clamp(Math.Ceiling(longestSide), 384d, 1536d);
+        if (!forceRefresh &&
+            _lastBitmapCacheEnabled == cacheEnabled &&
+            _lastBitmapCacheSize == cacheSize)
+        {
+            return;
+        }
+
+        _lastBitmapCacheEnabled = cacheEnabled;
+        _lastBitmapCacheSize = cacheSize;
+
+        var settings = InkCanvas.AvaloniaSkiaInkCanvas.Settings;
+        settings.IsBitmapCacheEnabled = cacheEnabled;
+        settings.MaxBitmapCacheSize = cacheSize;
+
+        try
+        {
+            InkCanvas.AvaloniaSkiaInkCanvas.UseBitmapCache(cacheEnabled);
+            if (cacheEnabled)
+            {
+                InkCanvas.AvaloniaSkiaInkCanvas.UpdateBitmapCache();
+            }
+            else
+            {
+                InkCanvas.AvaloniaSkiaInkCanvas.InvalidateBitmapCache();
+                InkCanvas.InvalidateVisual();
+            }
+        }
+        catch
+        {
+            // Keep drawing available even if the underlying cache backend rejects the cache update.
+        }
+    }
 }

LanMountainDesktop/Views/MainWindow.ComponentSystem.cs

@@ -400,10 +400,12 @@ public partial class MainWindow
 
         if (OperatingSystem.IsWindows())
         {
+            // Windows: 使用 SlideToShutDown 滑动关机界面
             _powerService.ShowNativePowerUI(PowerAction.Shutdown);
         }
         else
         {
+            // Linux: 二次确认对话框
             await ShowPowerConfirmDialogAsync(L("power.shutdown_confirm_title", "Shutdown"),
                 L("power.shutdown_confirm_message", "Are you sure you want to shut down this computer?"),
                 () => _powerService.ShutdownAsync());
@@ -416,16 +418,11 @@ public partial class MainWindow
         _ = e;
         ClosePopupIfOpen();
 
-        if (OperatingSystem.IsWindows())
+        // 所有平台：统一使用二次确认对话框
-        {
+        // Note: SlideToShutDown.exe 只支持关机，不支持重启
-            _powerService.ShowNativePowerUI(PowerAction.Restart);
+        await ShowPowerConfirmDialogAsync(L("power.restart_confirm_title", "Restart"),
-        }
+            L("power.restart_confirm_message", "Are you sure you want to restart this computer?"),
-        else
+            () => _powerService.RestartAsync());
-        {
-            await ShowPowerConfirmDialogAsync(L("power.restart_confirm_title", "Restart"),
-                L("power.restart_confirm_message", "Are you sure you want to restart this computer?"),
-                () => _powerService.RestartAsync());
-        }
     }
 
     private async void OnPowerLogoutClick(object? sender, RoutedEventArgs e)

LanMountainDesktop/Views/MainWindow.DesktopPaging.cs

@@ -47,6 +47,7 @@ public partial class MainWindow
     private readonly Stack<StartMenuFolderNode> _launcherFolderStack = [];
     private readonly HashSet<string> _hiddenLauncherFolderPaths = new(StringComparer.OrdinalIgnoreCase);
     private readonly HashSet<string> _hiddenLauncherAppPaths = new(StringComparer.OrdinalIgnoreCase);
+    private bool _showLauncherTileBackground = true;
     private Button? _selectedLauncherTileButton;
     private LauncherEntryKind? _selectedLauncherEntryKind;
     private string? _selectedLauncherEntryKey;
@@ -116,6 +117,8 @@ public partial class MainWindow
                 }
             }
         }
+
+        _showLauncherTileBackground = snapshot.ShowTileBackground;
     }
 
     private void InitializeDesktopSurfaceSwipeHandlers()
@@ -1137,7 +1140,6 @@ public partial class MainWindow
 
         var button = new Button
         {
-            Classes = { "glass-panel" },
             Margin = new Thickness(0, 0, 12, 12),
             BorderThickness = new Thickness(0),
             BorderBrush = Brushes.Transparent,
@@ -1146,6 +1148,16 @@ public partial class MainWindow
             Content = content
             // 不设置固定 Width 和 Height，由 UpdateLauncherTileLayout 动态设置
         };
+
+        // 根据设置决定是否显示背景
+        if (_showLauncherTileBackground)
+        {
+            button.Classes.Add("glass-panel");
+        }
+        else
+        {
+            button.Background = Brushes.Transparent;
+        }
         button.Click += (_, _) =>
         {
             if (_isComponentLibraryOpen)
@@ -1676,7 +1688,6 @@ public partial class MainWindow
 
         var button = new Button
         {
-            Classes = { "glass-panel" },
             HorizontalAlignment = HorizontalAlignment.Stretch,
             VerticalAlignment = VerticalAlignment.Stretch,
             BorderThickness = new Thickness(0),
@@ -1684,6 +1695,17 @@ public partial class MainWindow
             Padding = new Thickness(8, 8, 8, 6),
             Content = content
         };
+
+        // 根据设置决定是否显示背景
+        if (_showLauncherTileBackground)
+        {
+            button.Classes.Add("glass-panel");
+        }
+        else
+        {
+            button.Background = Brushes.Transparent;
+        }
+
         button.Click += (_, _) =>
         {
             if (_isComponentLibraryOpen)
@@ -1745,7 +1767,6 @@ public partial class MainWindow
 
         var button = new Button
         {
-            Classes = { "glass-panel" },
             HorizontalAlignment = HorizontalAlignment.Stretch,
             VerticalAlignment = VerticalAlignment.Stretch,
             BorderThickness = new Thickness(0),
@@ -1753,6 +1774,17 @@ public partial class MainWindow
             Padding = new Thickness(8, 8, 8, 6),
             Content = content
         };
+
+        // 根据设置决定是否显示背景
+        if (_showLauncherTileBackground)
+        {
+            button.Classes.Add("glass-panel");
+        }
+        else
+        {
+            button.Background = Brushes.Transparent;
+        }
+
         button.Click += (_, _) =>
         {
             if (_isComponentLibraryOpen)

LanMountainDesktop/Views/MainWindow.SettingsHardCut.Stubs.cs

@@ -44,6 +44,23 @@ public partial class MainWindow
             return;
         }
 
+        // 启动台设置变化时，重新渲染启动台图标
+        if (e.Scope == SettingsScope.Launcher && e.ChangedKeys is { Count: > 0 })
+        {
+            var changedKeys = e.ChangedKeys.ToArray();
+            if (changedKeys.Any(key =>
+                string.Equals(key, nameof(LauncherSettingsSnapshot.ShowTileBackground), StringComparison.OrdinalIgnoreCase)))
+            {
+                Dispatcher.UIThread.Post(() =>
+                {
+                    var launcherSnapshot = _settingsService.LoadSnapshot<LauncherSettingsSnapshot>(SettingsScope.Launcher);
+                    InitializeLauncherVisibilitySettings(launcherSnapshot);
+                    RenderLauncherRootTiles();
+                }, DispatcherPriority.Background);
+                return;
+            }
+        }
+
         if (e.Scope == SettingsScope.App && e.ChangedKeys is { Count: > 0 })
         {
             var changedKeys = e.ChangedKeys.ToArray();

LanMountainDesktop/Views/MainWindow.axaml

@@ -508,38 +508,34 @@
                                                         </Grid.RenderTransform>
                                                         <StackPanel Spacing="8">
                                                             <Button x:Name="TaskbarPowerBackButton"
-                                                                    Padding="4,6"
+                                                                    Classes="taskbar-profile-popup-action"
-                                                                    Background="Transparent"
-                                                                    BorderThickness="0"
-                                                                    Foreground="{DynamicResource AdaptiveTextPrimaryBrush}"
                                                                     HorizontalAlignment="Left"
                                                                     Click="OnPowerMenuBackClick">
-                                                                <StackPanel Orientation="Horizontal" Spacing="8">
+                                                                <Grid ColumnDefinitions="Auto,*"
-                                                                    <fi:SymbolIcon Classes="icon-s"
+                                                                      ColumnSpacing="12">
-                                                                                   Symbol="ArrowLeft"
+                                                                    <mi:MaterialIcon Classes="taskbar-profile-popup-action-icon"
-                                                                                   IconVariant="Regular" />
+                                                                                     Kind="ArrowLeft" />
                                                                     <TextBlock x:Name="TaskbarPowerBackTextBlock"
-                                                                               VerticalAlignment="Center"
+                                                                               Grid.Column="1"
+                                                                               Classes="taskbar-profile-popup-action-text"
                                                                                Text="Back" />
-                                                                </StackPanel>
+                                                                </Grid>
                                                             </Button>
 
                                                             <TextBlock x:Name="TaskbarPowerTitleTextBlock"
                                                                        FontSize="16"
                                                                        FontWeight="SemiBold"
                                                                        Foreground="{DynamicResource TaskbarProfilePopupTextBrush}"
-                                                                       Margin="2,6,0,0"
                                                                        Text="Power" />
 
                                                             <Border Height="1"
-                                                                    Background="{DynamicResource TaskbarProfilePopupDividerBrush}"
+                                                                    Background="{DynamicResource TaskbarProfilePopupDividerBrush}" />
-                                                                    Margin="0,4" />
 
                                                             <Button x:Name="PowerShutdownButton"
                                                                     Classes="taskbar-profile-popup-action"
                                                                     Click="OnPowerShutdownClick">
                                                                 <Grid ColumnDefinitions="Auto,*"
-                                                                      ColumnSpacing="14">
+                                                                      ColumnSpacing="12">
                                                                     <mi:MaterialIcon Classes="taskbar-profile-popup-action-icon"
                                                                                      Kind="Power" />
                                                                     <TextBlock x:Name="PowerShutdownTextBlock"
@@ -553,7 +549,7 @@
                                                                     Classes="taskbar-profile-popup-action"
                                                                     Click="OnPowerRestartClick">
                                                                 <Grid ColumnDefinitions="Auto,*"
-                                                                      ColumnSpacing="14">
+                                                                      ColumnSpacing="12">
                                                                     <mi:MaterialIcon Classes="taskbar-profile-popup-action-icon"
                                                                                      Kind="Refresh" />
                                                                     <TextBlock x:Name="PowerRestartTextBlock"
@@ -567,7 +563,7 @@
                                                                     Classes="taskbar-profile-popup-action"
                                                                     Click="OnPowerLogoutClick">
                                                                 <Grid ColumnDefinitions="Auto,*"
-                                                                      ColumnSpacing="14">
+                                                                      ColumnSpacing="12">
                                                                     <mi:MaterialIcon Classes="taskbar-profile-popup-action-icon"
                                                                                      Kind="ExitToApp" />
                                                                     <TextBlock x:Name="PowerLogoutTextBlock"
@@ -581,7 +577,7 @@
                                                                     Classes="taskbar-profile-popup-action"
                                                                     Click="OnPowerSleepClick">
                                                                 <Grid ColumnDefinitions="Auto,*"
-                                                                      ColumnSpacing="14">
+                                                                      ColumnSpacing="12">
                                                                     <mi:MaterialIcon Classes="taskbar-profile-popup-action-icon"
                                                                                      Kind="WeatherNight" />
                                                                     <TextBlock x:Name="PowerSleepTextBlock"
@@ -595,7 +591,7 @@
                                                                     Classes="taskbar-profile-popup-action"
                                                                     Click="OnPowerLockClick">
                                                                 <Grid ColumnDefinitions="Auto,*"
-                                                                      ColumnSpacing="14">
+                                                                      ColumnSpacing="12">
                                                                     <mi:MaterialIcon Classes="taskbar-profile-popup-action-icon"
                                                                                      Kind="Lock" />
                                                                     <TextBlock x:Name="PowerLockTextBlock"

LanMountainDesktop/Views/SettingsPages/LauncherSettingsPage.axaml

@@ -4,6 +4,7 @@
              xmlns:controls="using:LanMountainDesktop.Controls"
              xmlns:ui="using:FluentAvalonia.UI.Controls"
              xmlns:fi="using:FluentIcons.Avalonia.Fluent"
+             xmlns:symbol="using:FluentIcons.Common"
              x:Class="LanMountainDesktop.Views.SettingsPages.LauncherSettingsPage"
              x:DataType="vm:LauncherSettingsPageViewModel">
     <ScrollViewer VerticalScrollBarVisibility="Auto">
@@ -52,9 +53,33 @@
             </Border>
 
             <controls:IconText Icon="Apps"
-                               Text="{Binding HiddenHeader}"
+                               Text="{Binding AppearanceHeader}"
                                Margin="0,0,0,4" />
 
+            <ui:SettingsExpander Classes="settings-expander-card"
+                                 Header="{Binding AppearanceHeader}"
+                                 Description="{Binding AppearanceDescription}"
+                                 IsExpanded="True">
+                <ui:SettingsExpander.IconSource>
+                    <fi:SymbolIconSource Symbol="{x:Static symbol:Symbol.Apps}" />
+                </ui:SettingsExpander.IconSource>
+                <ui:SettingsExpanderItem>
+                    <Grid ColumnDefinitions="*,Auto">
+                        <StackPanel Spacing="2">
+                            <TextBlock Text="{Binding ShowTileBackgroundHeader}" />
+                            <TextBlock Classes="settings-item-description"
+                                       Text="{Binding ShowTileBackgroundDescription}" />
+                        </StackPanel>
+                        <ToggleSwitch Grid.Column="1"
+                                      IsChecked="{Binding ShowTileBackground}" />
+                    </Grid>
+                </ui:SettingsExpanderItem>
+            </ui:SettingsExpander>
+
+            <controls:IconText Icon="Apps"
+                               Text="{Binding HiddenHeader}"
+                               Margin="0,24,0,4" />
+
             <ui:SettingsExpander Classes="settings-expander-card"
                                  Header="{Binding HiddenHeader}"
                                  Description="{Binding HiddenDescription}"

LanMountainDesktop/Views/SettingsPages/UpdateSettingsPage.axaml

@@ -37,11 +37,6 @@
 
     <ScrollViewer VerticalScrollBarVisibility="Auto">
         <StackPanel Classes="settings-page-container settings-page-animated">
-            <TextBlock Classes="settings-section-title"
-                       Text="{Binding PageTitle}" />
-            <TextBlock Classes="settings-section-description"
-                       Text="{Binding PageDescription}" />
-
             <Border Classes="update-status-card">
                 <StackPanel Spacing="18">
                     <Grid ColumnDefinitions="Auto,*,Auto"

README.md

@@ -1,4 +1,4 @@
-# 阑山桌面 / LanMountainDesktop
+# 阑山桌面LanMountainDesktop
 
 > 你的桌面，不止一面