diff --git a/.config/dotnet-tools.json b/.config/dotnet-tools.json
new file mode 100644
index 00000000..3f287339
--- /dev/null
+++ b/.config/dotnet-tools.json
@@ -0,0 +1,12 @@
+{
+  "version": 1,
+  "isRoot": true,
+  "tools": {
+    "cake.tool": {
+      "version": "4.0.0",
+      "commands": [
+        "dotnet-cake"
+      ]
+    }
+  }
+}
diff --git a/azure-pipelines.yml b/azure-pipelines.yml
index 55f9c894..6d2b3c33 100644
--- a/azure-pipelines.yml
+++ b/azure-pipelines.yml
@@ -30,7 +30,7 @@ pr:
      - .github/ISSUE_TEMPLATE/*.yml
      - .github/workflows/*.yml
      - src/Snap.Hutao/Snap.Hutao/Resource/Localization/*.resx
-    
+
 
 pool:
   name: Default
@@ -58,93 +58,10 @@ steps:
     version: '8.x'
     includePreviewVersions: true
 
-- task: NuGetToolInstaller@1
-  name: 'NuGetToolInstaller'
-  displayName: 'NuGet Installer'
-
-- task: NuGetCommand@2
-  displayName: NuGet restore
-  inputs:
-    command: 'restore'
-    restoreSolution: '$(solution)'
-    feedsToUse: 'config'
-    nugetConfigPath: '$(Build.SourcesDirectory)/NuGet.Config'
-
-- task: MsixPackaging@1
-  displayName: Build binary package
-  inputs:
-    outputPath: '$(Build.ArtifactStagingDirectory)/'
-    solution: '$(solution)'
-    clean: false
-    generateBundle: false
-    buildConfiguration: 'Release'
-    buildPlatform: 'x64'
-    updateAppVersion: false
-    appPackageDistributionMode: 'SideloadOnly'
-    msbuildLocationMethod: 'location'
-    msbuildLocation: 'C:\Program Files\Microsoft Visual Studio\2022\Enterprise\Msbuild\Current\Bin\MSBuild.exe'
-
-- task: MagicChunks@2
-  inputs:
-    sourcePath: '$(Build.SourcesDirectory)\src\Snap.Hutao\Snap.Hutao\bin\x64\Release\net8.0-windows10.0.22621.0\win-x64\AppxManifest.xml'
-    fileType: 'Xml'
-    targetPathType: 'source'
-    transformationType: 'json'
-    transformations: |
-      {
-        "Package/Identity/@Name": "7f0db578-026f-4e0b-a75b-d5d06bb0a74c",
-        "Package/Identity/@Publisher": "CN=DGP Studio CI",
-        "Package/Identity/@Version": "$(build_date).$(rev_number)",
-        "Package/Properties/DisplayName": "胡桃 Alpha",
-        "Package/Properties/PublisherDisplayName":"DGP Studio CI",
-        "Package/Applications/Application/uap:VisualElements/@DisplayName": "胡桃 Alpha"
-      }
-
 - task: CmdLine@2
-  displayName: Create resources folder
+  displayName: dotnet cake
   inputs:
-    script: |
-      mkdir Assets
-      
-      mkdir Resource
-    workingDirectory: '$(Build.SourcesDirectory)\src\Snap.Hutao\Snap.Hutao\bin\x64\Release\net8.0-windows10.0.22621.0\win-x64'
-      
-
-- task: CopyFiles@2
-  displayName: Copy Assets Folder
-  inputs:
-    SourceFolder: '$(Build.SourcesDirectory)\src\Snap.Hutao\Snap.Hutao\Assets'
-    Contents: '**'
-    TargetFolder: '$(Build.SourcesDirectory)\src\Snap.Hutao\Snap.Hutao\bin\x64\Release\net8.0-windows10.0.22621.0\win-x64\Assets'
-
-- task: CopyFiles@2
-  displayName: Copy Resource Folder
-  inputs:
-    SourceFolder: '$(Build.SourcesDirectory)\src\Snap.Hutao\Snap.Hutao\Resource'
-    Contents: '**'
-    TargetFolder: '$(Build.SourcesDirectory)\src\Snap.Hutao\Snap.Hutao\bin\x64\Release\net8.0-windows10.0.22621.0\win-x64\Resource'
-
-- task: CmdLine@2
-  displayName: Build MSIX
-  inputs:
-    script: '"C:\Program Files (x86)\Windows Kits\10\bin\10.0.22621.0\x64\makeappx.exe" pack /d $(Build.SourcesDirectory)\src\Snap.Hutao\Snap.Hutao\bin\x64\Release\net8.0-windows10.0.22621.0\win-x64 /p $(Build.ArtifactStagingDirectory)/Snap.Hutao.Alpha-$(build_date).$(rev_number).msix'
-
-- task: MsixSigning@1
-  name: signMsix
-  displayName: Sign MSIX package
-  inputs:
-    package: '$(Build.ArtifactStagingDirectory)/Snap.Hutao.Alpha-$(build_date).$(rev_number).msix'
-    certificate: 'DGP_Studio_CI.pfx'
-    passwordVariable: 'pw'
-  condition: succeeded()
-
-
-#- task: PublishPipelineArtifact@1
-#  displayName: 'Upload Output'
-#  inputs:
-#    targetPath: '$(Build.ArtifactStagingDirectory)/'
-#    artifact: 'Output'
-#    publishLocation: 'pipeline'
+    script: dotnet tool restore && dotnet cake --Version=$(build_date).$(rev_number) --pw=$(pw)
 
 - task: DownloadSecureFile@1
   name: cerFile
@@ -152,10 +69,15 @@ steps:
   inputs:
     secureFile: 'Snap.Hutao.CI.cer'
 
+- task: DownloadSecureFile@1
+  displayName: Download PFX
+  inputs:
+    secureFile: 'DGP_Studio_CI.pfx'
+
 - task: GitHubRelease@1
   inputs:
     gitHubConnection: 'github.com_Masterain'
-    repositoryName: 'DGP-Studio/Snap.Hutao'
+    repositoryName: 'DGP-Studio/Snap.Hutao.CI.Test'
     action: 'create'
     target: '$(Build.SourceVersion)'
     tagSource: 'userSpecifiedTag'
diff --git a/build.cake b/build.cake
new file mode 100644
index 00000000..27344afc
--- /dev/null
+++ b/build.cake
@@ -0,0 +1,128 @@
+#tool "nuget:?package=nuget.commandline&version=6.5.0"
+var target = Argument("target", "Build");
+var configuration = Argument("configuration", "Release");
+
+var version = HasArgument("Version") ? Argument<string>("Version") : throw new Exception("Empty Version");
+var pw = HasArgument("pw") ? Argument<string>("pw") : throw new Exception("Empty pw");
+
+var solution = System.IO.Path.Combine(AzurePipelines.Environment.Build.SourcesDirectory.FullPath, "src", "Snap.Hutao", "Snap.Hutao.sln");
+var project = System.IO.Path.Combine(AzurePipelines.Environment.Build.SourcesDirectory.FullPath, "src", "Snap.Hutao", "Snap.Hutao", "Snap.Hutao.csproj");
+var binPath = System.IO.Path.Combine(AzurePipelines.Environment.Build.SourcesDirectory.FullPath, "src", "Snap.Hutao", "Snap.Hutao", "bin", "x64", "Release", "net8.0-windows10.0.22621.0", "win-x64");
+var outputPath = AzurePipelines.Environment.Build.ArtifactStagingDirectory.FullPath;
+
+Task("Build")
+    .IsDependentOn("Build binary package")
+    .IsDependentOn("Copy files")
+    .IsDependentOn("Build MSIX")
+    .IsDependentOn("Sign MSIX");
+
+Task("NuGet Restore")
+    .Does(() =>
+{
+    Information("Restoring packages...");
+    DotNetRestore(project, new DotNetRestoreSettings
+    {
+        Verbosity = DotNetVerbosity.Detailed,
+        Interactive = false,
+        ConfigFile = System.IO.Path.Combine(AzurePipelines.Environment.Build.SourcesDirectory.FullPath, "NuGet.Config")
+    });
+});
+
+Task("Generate AppxManifest")
+    .Does(() =>
+{
+    Information("Generating AppxManifest...");
+
+    var manifestPath = System.IO.Path.Combine(AzurePipelines.Environment.Build.SourcesDirectory.FullPath, "src", "Snap.Hutao", "Snap.Hutao", "Package.appxmanifest");
+    var manifest = System.IO.File.ReadAllText(manifestPath);
+
+    manifest = manifest
+        .Replace("Snap Hutao", "Snap Hutao Alpha")
+        .Replace("胡桃", "胡桃 Alpha")
+        .Replace("DGP Studio", "DGP Studio CI");
+    manifest = System.Text.RegularExpressions.Regex.Replace(manifest, "  Name=\"([^\"]*)\"", "  Name=\"7f0db578-026f-4e0b-a75b-d5d06bb0a74c\"");
+    manifest = System.Text.RegularExpressions.Regex.Replace(manifest, "  Publisher=\"([^\"]*)\"", "  Publisher=\"CN=DGP Studio CI\"");
+    manifest = System.Text.RegularExpressions.Regex.Replace(manifest, "  Version=\"([0-9\\.]+)\"", $"  Version=\"{version}\"");
+
+    System.IO.File.WriteAllText(manifestPath, manifest);
+
+    Information("Generated.");
+});
+
+Task("Build binary package")
+    .IsDependentOn("NuGet Restore")
+    .IsDependentOn("Generate AppxManifest")
+    .Does(() =>
+{
+    Information("Building binary package...");
+
+    var settings = new DotNetBuildSettings
+    {
+        Configuration = configuration
+    };
+
+    settings.MSBuildSettings = new DotNetMSBuildSettings
+    {
+        ArgumentCustomization = args => args.Append("/p:Platform=x64")
+                                            .Append("/p:UapAppxPackageBuildMode=SideloadOnly")
+                                            .Append("/p:AppxPackageSigningEnabled=false")
+                                            .Append("/p:AppxBundle=Never")
+                                            .Append("/p:AppxPackageOutput=" + outputPath)
+    };
+
+    DotNetBuild(project, settings);
+});
+
+Task("Copy files")
+    .IsDependentOn("Build binary package")
+    .Does(() =>
+{
+    Information("Copying assets...");
+    CopyDirectory(
+        System.IO.Path.Combine(AzurePipelines.Environment.Build.SourcesDirectory.FullPath, "src", "Snap.Hutao", "Snap.Hutao", "Assets"),
+        System.IO.Path.Combine(binPath, "Assets")
+    );
+
+    Information("Copying resource...");
+    CopyDirectory(
+        System.IO.Path.Combine(AzurePipelines.Environment.Build.SourcesDirectory.FullPath, "src", "Snap.Hutao", "Snap.Hutao", "Resource"),
+        System.IO.Path.Combine(binPath, "Resource")
+    );
+});
+
+Task("Build MSIX")
+    .IsDependentOn("Build binary package")
+    .IsDependentOn("Copy files")
+    .Does(() =>
+{
+    var p = StartProcess(
+        "C:\\Program Files (x86)\\Windows Kits\\10\\bin\\10.0.22621.0\\x64\\makeappx.exe",
+        new ProcessSettings
+        {
+            Arguments = "pack /d " + binPath + " /p " + System.IO.Path.Combine(outputPath, $"Snap.Hutao.Alpha-{version}.msix")
+        }
+    );
+    if (p != 0)
+    {
+        throw new InvalidOperationException("Build failed with exit code " + p);
+    }
+});
+
+Task("Sign MSIX")
+    .IsDependentOn("Build MSIX")
+    .Does(() =>
+{
+    var p = StartProcess(
+        "C:\\Program Files (x86)\\Windows Kits\\10\\bin\\10.0.22621.0\\x64\\signtool.exe",
+        new ProcessSettings
+        {
+            Arguments = "sign /debug /v /a /fd SHA256 /f " + System.IO.Path.Combine(AzurePipelines.Environment.Agent.HomeDirectory.FullPath, "_work", "_temp", "DGP_Studio_CI.pfx") + " /p " + pw + " " + System.IO.Path.Combine(outputPath, $"Snap.Hutao.Alpha-{version}.msix")
+        }
+    );
+    if (p != 0)
+    {
+        throw new InvalidOperationException("Build failed with exit code " + p);
+    }
+});
+
+RunTarget(target);