更新 README.md

CHANGELOG.md

@@ -0,0 +1,82 @@
+# 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
+
+---
+
+## [0.8.3.1] - 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/v0.8.3.1...HEAD
+[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/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/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/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);
-
-        while (_realtimeBuffer.Count > _config.RealtimeBufferCapacity)
-        {
-            _realtimeBuffer.Dequeue();
-        }
+        AddRealtimePoint(point);
 
         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-strong" />
-    <Style Selector="Border.glass-island" />
-    <Style Selector="Border.mica-strong" />
-    <Style Selector="Border.glass-overlay" />
+    <Style Selector="Border.glass-panel">
+        <Setter Property="Background" Value="{DynamicResource AdaptiveGlassPanelBackgroundBrush}" />
+        <Setter Property="BorderBrush" Value="{DynamicResource AdaptiveGlassPanelBorderBrush}" />
+        <Setter Property="BorderThickness" Value="1.2" />
+        <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/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/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);
-        var pointCount = BuildPlotPoints(plot, maxSamples);
-        if (pointCount < 2 || _pointBuffer is null)
+        EnsureGeometry(plot);
+        if (_lineGeometry is null || _fillGeometry is null)
         {
             return;
         }
 
-        var span = _pointBuffer.AsSpan(0, pointCount);
-        DrawAreaFill(context, plot.Bottom, span);
-        DrawLine(context, span);
+        context.DrawGeometry(FillBrush, pen: null, _fillGeometry);
+        context.DrawGeometry(brush: null, pen: LinePen, _lineGeometry);
     }
 
     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();
-        using (var builder = geometry.Open())
+        if (!_geometryDirty && _cachedPlot == plot)
         {
-            builder.BeginFigure(points[0], false);
-            for (var i = 1; i < points.Length; i++)
+            return;
+        }
+
+        _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);
-    }
-
-    private void DrawAreaFill(DrawingContext context, double baselineY, ReadOnlySpan<Point> points)
-    {
-        var geometry = new StreamGeometry();
-        using (var builder = geometry.Open())
+        var fillGeometry = new StreamGeometry();
+        using (var builder = fillGeometry.Open())
         {
-            var first = points[0];
-            builder.BeginFigure(new Point(first.X, baselineY), true);
+            var first = _pointBuffer[0];
+            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];
-            builder.LineTo(new Point(last.X, baselineY));
-            builder.LineTo(new Point(first.X, baselineY));
+            var last = _pointBuffer[pointCount - 1];
+            builder.LineTo(new Point(last.X, plot.Bottom));
+            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>();
-        _baselineDb = Math.Clamp(baselineDb, 20, 85);
+        var nextPoints = points ?? Array.Empty<NoiseRealtimePoint>();
+        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 end = _points[^1].Timestamp;
-        var totalTicks = Math.Max(1, (end - start).Ticks);
-
-        var pointCount = _points.Count;
-        var cloudLayers = 8;
+        var cloudLayers = CloudAlphas.Length;
         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);
-
-            foreach (var pt in sortedPoints)
+            var layerBrushes = GlowBrushes[layer];
+            for (var i = 0; i < _sampledPointCount; i++)
             {
-                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 latestX = MapX(plot, latest.Timestamp, start, totalTicks);
-        var latestY = MapYContinuous(plot, latest.DisplayDb);
-        var latestLevel = ResolveLevel(latest.DisplayDb, _baselineDb);
-
+        var latest = _sampledPoints[_sampledPointCount - 1];
         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);
-            context.DrawEllipse(glowBrush, null, new Point(latestX, latestY), radius, radius * 0.6);
+            var glowBrush = GetAlphaBrush(latest.Level, alpha);
+            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();
-        RefreshVisual();
+        QueueSnapshotForRender(_studyAnalyticsService.GetSnapshot());
     }
 
     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();
-    }
-
-    private void OnUiTimerTick(object? sender, EventArgs e)
-    {
-        RefreshVisual();
-    }
-
-    private void UpdateTimerState()
-    {
-        if (_isAttached && _isOnActivePage)
-        {
-            if (!_uiTimer.IsEnabled)
-            {
-                _uiTimer.Start();
-            }
-
-            return;
-        }
-
-        _uiTimer.Stop();
+        QueueSnapshotForRender(_studyAnalyticsService.GetSnapshot());
     }
 
     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();
-        InkCanvas.InvalidateVisual();
+        UpdateInkCanvasCacheSettings(forceRefresh: true);
     }
 
     private static InkStylusPoint ConvertStylusPoint(WhiteboardStylusPointSnapshot point)
@@ -765,9 +766,7 @@ public partial class WhiteboardWidget : UserControl, IDesktopComponentWidget, IC
             }
         }
 
-        InkCanvas.AvaloniaSkiaInkCanvas.UseBitmapCache(false);
-        InkCanvas.AvaloniaSkiaInkCanvas.InvalidateBitmapCache();
-        InkCanvas.InvalidateVisual();
+        UpdateInkCanvasCacheSettings(forceRefresh: true);
     }
 
     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.axaml

@@ -508,38 +508,34 @@
                                                         </Grid.RenderTransform>
                                                         <StackPanel Spacing="8">
                                                             <Button x:Name="TaskbarPowerBackButton"
-                                                                    Padding="4,6"
-                                                                    Background="Transparent"
-                                                                    BorderThickness="0"
-                                                                    Foreground="{DynamicResource AdaptiveTextPrimaryBrush}"
+                                                                    Classes="taskbar-profile-popup-action"
                                                                     HorizontalAlignment="Left"
                                                                     Click="OnPowerMenuBackClick">
-                                                                <StackPanel Orientation="Horizontal" Spacing="8">
-                                                                    <fi:SymbolIcon Classes="icon-s"
-                                                                                   Symbol="ArrowLeft"
-                                                                                   IconVariant="Regular" />
+                                                                <Grid ColumnDefinitions="Auto,*"
+                                                                      ColumnSpacing="12">
+                                                                    <mi:MaterialIcon Classes="taskbar-profile-popup-action-icon"
+                                                                                     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}"
-                                                                    Margin="0,4" />
+                                                                    Background="{DynamicResource TaskbarProfilePopupDividerBrush}" />
 
                                                             <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"

README.md

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