diff --git a/src/MaaWpfGui/Main/AsstProxy.cs b/src/MaaWpfGui/Main/AsstProxy.cs
index 038f662db3..5ebd927cf7 100644
--- a/src/MaaWpfGui/Main/AsstProxy.cs
+++ b/src/MaaWpfGui/Main/AsstProxy.cs
@@ -1454,7 +1454,7 @@ namespace MaaWpfGui.Main
                             string.Format(
                                 LocalizationHelper.GetString("CurrentSteps"),
                                 subTaskDetails["action"],
-                                subTaskDetails["target"]));
+                                DataHelper.GetLocalizedCharacterName(subTaskDetails["target"]?.ToString())));
 
                         break;
                     }
@@ -1497,7 +1497,7 @@ namespace MaaWpfGui.Main
 
                 case "CustomInfrastRoomOperators":
                     string nameStr = (subTaskDetails!["names"] ?? new JArray())
-                        .Aggregate(string.Empty, (current, name) => current + name + ", ");
+                        .Aggregate(string.Empty, (current, name) => current + DataHelper.GetLocalizedCharacterName(name.ToString()) + ", ");
 
                     if (nameStr != string.Empty)
                     {
diff --git a/src/MaaWpfGui/Res/Localizations/en-us.xaml b/src/MaaWpfGui/Res/Localizations/en-us.xaml
index 4ace6b2b23..ed18633dff 100644
--- a/src/MaaWpfGui/Res/Localizations/en-us.xaml
+++ b/src/MaaWpfGui/Res/Localizations/en-us.xaml
@@ -753,7 +753,7 @@ The video aspect ratio needs to be 16:9 without interference factors such as bla
     <system:String x:Key="UseFormation">Use formation</system:String>
     <system:String x:Key="Current">Current</system:String>
     <system:String x:Key="BattleFormation">Start formation</system:String>
-    <system:String x:Key="BattleFormationSelected" xml:space="preserve">Selection of operator: </system:String>
+    <system:String x:Key="BattleFormationSelected" xml:space="preserve">Operator selected: </system:String>
     <system:String x:Key="CurrentSteps">Current step: {0} {1}</system:String>
     <system:String x:Key="UnsupportedLevel">Unsupported stage, please check the level name or go to「Settings - Update - Check update」and try updating the resource version!</system:String>
     <system:String x:Key="ResourceUpdatePaused">Due to server resource constraints, resource version updates are temporarily suspended. Please manually import the level file or wait for a new version release</system:String>