diff --git a/tools/MaaBuilder/Build.cs b/tools/MaaBuilder/Build.cs
index 33a475b92f..627e0148fa 100644
--- a/tools/MaaBuilder/Build.cs
+++ b/tools/MaaBuilder/Build.cs
@@ -352,7 +352,7 @@ public partial class Build : NukeBuild
             }
             else
             {
-                _changeLog += $"\n\n**Full Changelog**: [{Parameters.MainRepo}@{_latestTag} -> {Parameters.MainRepo}@{Parameters.GhTag}]https://github.com/{Parameters.MainRepo}/compare/{_latestTag}...{Parameters.GhTag}";
+                _changeLog += $"\n\n**Full Changelog**: [{Parameters.MainRepo}@{_latestTag} -> {Parameters.MainRepo}@{Parameters.GhTag}](https://github.com/{Parameters.MainRepo}/compare/{_latestTag}...{Parameters.GhTag})";
             }
         });
 
@@ -402,6 +402,14 @@ public partial class Build : NukeBuild
                 return;
             }
 
+            if (GitHubTasks.GitHubClient is null)
+            {
+                GitHubTasks.GitHubClient = new GitHubClient(new ProductHeaderValue(nameof(NukeBuild)))
+                {
+                    Credentials = new Credentials(Parameters.GitHubPersonalAccessToken)
+                };
+            }
+
             if (Parameters.GhActionName == ActionConfiguration.ReleaseMaa)
             {
                 Information($"运行 ReleaseMaa 将在 {Parameters.MainRepo} 创建 Release {Parameters.GhTag}");