diff --git a/src/MaaWpfGui/Constants/UILogColor.cs b/src/MaaWpfGui/Constants/UILogColor.cs
index 9a5b22f853..f47489f9ca 100644
--- a/src/MaaWpfGui/Constants/UILogColor.cs
+++ b/src/MaaWpfGui/Constants/UILogColor.cs
@@ -56,6 +56,36 @@ namespace MaaWpfGui.Constants
         [UsedImplicitly]
         public const string RobotOperator = "RobotOperatorLogBrush";
 
+        /// <summary>
+        /// The recommended color for 1-star operators (also used for robot operators).
+        /// </summary>
+        public const string Star1Operator = "Star1OperatorLogBrush";
+
+        /// <summary>
+        /// The recommended color for 2-star operators.
+        /// </summary>
+        public const string Star2Operator = "Star2OperatorLogBrush";
+
+        /// <summary>
+        /// The recommended color for 3-star operators.
+        /// </summary>
+        public const string Star3Operator = "Star3OperatorLogBrush";
+
+        /// <summary>
+        /// The recommended color for 4-star operators.
+        /// </summary>
+        public const string Star4Operator = "Star4OperatorLogBrush";
+
+        /// <summary>
+        /// The recommended color for 5-star operators.
+        /// </summary>
+        public const string Star5Operator = "Star5OperatorLogBrush";
+
+        /// <summary>
+        /// The recommended color for 6-star operators.
+        /// </summary>
+        public const string Star6Operator = "Star6OperatorLogBrush";
+
         /// <summary>
         /// The recommended color for file downloading or downloaded or download failed.
         /// </summary>
diff --git a/src/MaaWpfGui/Helper/ToolTipHelper.cs b/src/MaaWpfGui/Helper/ToolTipHelper.cs
index 816e216c4c..2b8370f313 100644
--- a/src/MaaWpfGui/Helper/ToolTipHelper.cs
+++ b/src/MaaWpfGui/Helper/ToolTipHelper.cs
@@ -76,6 +76,38 @@ namespace MaaWpfGui.Helper
             return tb.CreateTooltip(placementMode);
         }
 
+        public static ToolTip CreateTooltip(this IEnumerable<Inline> inlines, PlacementMode? placementMode = null, int maxWidth = 750)
+        {
+            var tb = new TextBlock
+            {
+                TextWrapping = TextWrapping.Wrap,
+                Margin = new(4),
+                MaxWidth = maxWidth,
+            };
+
+            foreach (var inline in inlines)
+            {
+                tb.Inlines.Add(CloneInline(inline));
+            }
+
+            return tb.CreateTooltip(placementMode);
+
+            Inline CloneInline(Inline inline)
+            {
+                return inline switch
+                {
+                    Run run => new Run(run.Text)
+                    {
+                        Foreground = run.Foreground,
+                        FontWeight = run.FontWeight,
+                        FontStyle = run.FontStyle,
+                    },
+                    LineBreak => new LineBreak(),
+                    _ => new Run(),
+                };
+            }
+        }
+
         #region 创建日志 Tooltip 的辅助方法
 
         /// <summary>
diff --git a/src/MaaWpfGui/Main/AsstProxy.cs b/src/MaaWpfGui/Main/AsstProxy.cs
index 6a392670ba..534dbd0c4a 100644
--- a/src/MaaWpfGui/Main/AsstProxy.cs
+++ b/src/MaaWpfGui/Main/AsstProxy.cs
@@ -1593,7 +1593,7 @@ namespace MaaWpfGui.Main
                 case "RecruitResult":
                     {
                         int level = (int)subTaskDetails!["level"]!;
-                        var tooltip = $"{Instances.RecognizerViewModel.RecruitInfo}\n\n{Instances.RecognizerViewModel.RecruitResult}".CreateTooltip(PlacementMode.Center);
+                        var tooltip = Instances.RecognizerViewModel.RecruitResultInlines.CreateTooltip(PlacementMode.Center);
                         if (level >= 5)
                         {
                             using (var toast = new ToastNotification(string.Format(LocalizationHelper.GetString("RecruitmentOfStar"), level)))
diff --git a/src/MaaWpfGui/Res/Themes/Dark.xaml b/src/MaaWpfGui/Res/Themes/Dark.xaml
index 97f8ddbd1b..274fdf7351 100644
--- a/src/MaaWpfGui/Res/Themes/Dark.xaml
+++ b/src/MaaWpfGui/Res/Themes/Dark.xaml
@@ -85,6 +85,12 @@
     <SolidColorBrush x:Key="MessageLogBrush" Color="#E6E6E6" />
     <SolidColorBrush x:Key="RareOperatorLogBrush" Color="Orange" />
     <SolidColorBrush x:Key="RobotOperatorLogBrush" Color="Gray" />
+    <SolidColorBrush x:Key="Star1OperatorLogBrush" Color="#E6E6E6" />
+    <SolidColorBrush x:Key="Star2OperatorLogBrush" Color="#88BB44" />
+    <SolidColorBrush x:Key="Star3OperatorLogBrush" Color="#66CCFF" />
+    <SolidColorBrush x:Key="Star4OperatorLogBrush" Color="#BB88FF" />
+    <SolidColorBrush x:Key="Star5OperatorLogBrush" Color="#FFBB55" />
+    <SolidColorBrush x:Key="Star6OperatorLogBrush" Color="Orange" />
     <SolidColorBrush x:Key="DownloadLogBrush" Color="Violet" />
 
     <SolidColorBrush x:Key="MuMuSpecialScreenshot" Color="#02BFFF" />
diff --git a/src/MaaWpfGui/Res/Themes/Light.xaml b/src/MaaWpfGui/Res/Themes/Light.xaml
index fea509183f..42a7d4afbf 100644
--- a/src/MaaWpfGui/Res/Themes/Light.xaml
+++ b/src/MaaWpfGui/Res/Themes/Light.xaml
@@ -65,6 +65,12 @@
     <SolidColorBrush x:Key="MessageLogBrush" Color="Black" />
     <SolidColorBrush x:Key="RareOperatorLogBrush" Color="DarkOrange" />
     <SolidColorBrush x:Key="RobotOperatorLogBrush" Color="DarkGray" />
+    <SolidColorBrush x:Key="Star1OperatorLogBrush" Color="Black" />
+    <SolidColorBrush x:Key="Star2OperatorLogBrush" Color="#99CC33" />
+    <SolidColorBrush x:Key="Star3OperatorLogBrush" Color="#3399FF" />
+    <SolidColorBrush x:Key="Star4OperatorLogBrush" Color="#9966FF" />
+    <SolidColorBrush x:Key="Star5OperatorLogBrush" Color="#FFAA33" />
+    <SolidColorBrush x:Key="Star6OperatorLogBrush" Color="DarkOrange" />
     <SolidColorBrush x:Key="DownloadLogBrush" Color="BlueViolet" />
 
     <SolidColorBrush x:Key="MuMuSpecialScreenshot" Color="#02BFFF" />
diff --git a/src/MaaWpfGui/Styles/Controls/TextBlock.cs b/src/MaaWpfGui/Styles/Controls/TextBlock.cs
index f751cf0f3b..64c0abb066 100644
--- a/src/MaaWpfGui/Styles/Controls/TextBlock.cs
+++ b/src/MaaWpfGui/Styles/Controls/TextBlock.cs
@@ -11,7 +11,9 @@
 // but WITHOUT ANY WARRANTY
 // </copyright>
 
+using System.Collections.Generic;
 using System.Windows;
+using System.Windows.Documents;
 using System.Windows.Media;
 using MaaWpfGui.Helper;
 
@@ -69,5 +71,37 @@ namespace MaaWpfGui.Styles.Controls
                 SetValue(ForegroundProperty, brush);
             }
         }
+
+        public static readonly DependencyProperty BindableInlinesProperty =
+            DependencyProperty.RegisterAttached(
+                "BindableInlines",
+                typeof(IEnumerable<Inline>),
+                typeof(TextBlock),
+                new PropertyMetadata(null, OnBindableInlinesChanged));
+
+        public static void SetBindableInlines(DependencyObject element, IEnumerable<Inline> value)
+            => element.SetValue(BindableInlinesProperty, value);
+
+        public static IEnumerable<Inline> GetBindableInlines(DependencyObject element)
+            => (IEnumerable<Inline>)element.GetValue(BindableInlinesProperty);
+
+        private static void OnBindableInlinesChanged(DependencyObject d, DependencyPropertyChangedEventArgs e)
+        {
+            if (d is not TextBlock tb)
+            {
+                return;
+            }
+
+            tb.Inlines.Clear();
+            if (e.NewValue is not IEnumerable<Inline> inlines)
+            {
+                return;
+            }
+
+            foreach (var inline in inlines)
+            {
+                tb.Inlines.Add(inline);
+            }
+        }
     }
 }
diff --git a/src/MaaWpfGui/ViewModels/UI/RecognizerViewModel.cs b/src/MaaWpfGui/ViewModels/UI/RecognizerViewModel.cs
index db600974f0..c5dcea81df 100644
--- a/src/MaaWpfGui/ViewModels/UI/RecognizerViewModel.cs
+++ b/src/MaaWpfGui/ViewModels/UI/RecognizerViewModel.cs
@@ -20,6 +20,8 @@ using System.Linq;
 using System.Threading;
 using System.Threading.Tasks;
 using System.Windows;
+using System.Windows.Documents;
+using System.Windows.Media;
 using System.Windows.Media.Imaging;
 using System.Windows.Threading;
 using HandyControl.Controls;
@@ -99,15 +101,100 @@ namespace MaaWpfGui.ViewModels.UI
             set => SetAndNotify(ref _recruitInfo, value);
         }
 
-        private string _recruitResult = string.Empty;
+        private ObservableCollection<Inline> _recruitResultInlines = [];
 
-        /// <summary>
-        /// Gets or sets the recruit result.
-        /// </summary>
-        public string RecruitResult
+        public ObservableCollection<Inline> RecruitResultInlines
         {
-            get => _recruitResult;
-            set => SetAndNotify(ref _recruitResult, value);
+            get => _recruitResultInlines;
+            set => SetAndNotify(ref _recruitResultInlines, value);
+        }
+
+        public void UpdateRecruitResult(JArray? resultArray)
+        {
+            ObservableCollection<Inline> recruitResultInlines = [];
+
+            foreach (var combs in resultArray ?? [])
+            {
+                int tagLevel = (int)(combs["level"] ?? -1);
+                recruitResultInlines.Add(new Run($"{tagLevel}★ Tags:    "));
+
+                foreach (var tag in (JArray?)combs["tags"] ?? [])
+                {
+                    recruitResultInlines.Add(new Run($"{tag}    "));
+                }
+
+                recruitResultInlines.Add(new LineBreak());
+
+                foreach (var oper in (JArray?)combs["opers"] ?? [])
+                {
+                    int operLevel = (int)(oper["level"] ?? -1);
+                    var operId = oper["id"]?.ToString();
+                    var operName = DataHelper.GetLocalizedCharacterName(oper["name"]?.ToString());
+
+                    bool isMaxPot = false;
+                    string potentialText = string.Empty;
+
+                    if (RecruitmentShowPotential && OperBoxPotential != null && operId != null && (tagLevel >= 4 || operLevel == 1))
+                    {
+                        if (OperBoxPotential.TryGetValue(operId, out var pot))
+                        {
+                            potentialText = $" ( {pot} )";
+                            if (pot == 6)
+                            {
+                                isMaxPot = true;
+                                potentialText = " ( MAX )";
+                            }
+                        }
+                        else
+                        {
+                            potentialText = " ( !!! NEW !!! )";
+                        }
+                    }
+
+                    var run = new Run($"{operName}{potentialText}    ");
+                    var foreground = GetColorByStarWithOpacity(operLevel, isMaxPot ? 0.4 : 1.0);
+                    if (foreground != null)
+                    {
+                        run.Foreground = foreground;
+                    }
+
+                    recruitResultInlines.Add(run);
+                }
+
+                recruitResultInlines.Add(new LineBreak());
+                recruitResultInlines.Add(new LineBreak());
+            }
+
+            RecruitResultInlines = recruitResultInlines;
+            return;
+
+            SolidColorBrush GetBrushWithOpacity(Color baseColor, double opacity)
+            {
+                byte alpha = (byte)(opacity * 255);
+                return new(Color.FromArgb(alpha, baseColor.R, baseColor.G, baseColor.B));
+            }
+
+            Brush? GetColorByStarWithOpacity(int level, double opacity = 1.0)
+            {
+                var brushKey = level switch
+                {
+                    >= 6 => UiLogColor.Star6Operator,
+                    5 => UiLogColor.Star5Operator,
+                    4 => UiLogColor.Star4Operator,
+                    3 => UiLogColor.Star3Operator,
+                    2 => UiLogColor.Star2Operator,
+                    _ => UiLogColor.Star1Operator,
+                };
+
+                var brush = Application.Current.TryFindResource(brushKey) as SolidColorBrush;
+                if (brush == null)
+                {
+                    return null;
+                }
+
+                var baseColor = brush.Color;
+                return GetBrushWithOpacity(baseColor, opacity);
+            }
         }
 
         private bool _chooseLevel3 = Convert.ToBoolean(ConfigurationHelper.GetValue(ConfigurationKeys.ChooseLevel3, bool.FalseString));
@@ -205,7 +292,6 @@ namespace MaaWpfGui.ViewModels.UI
             }
 
             RecruitInfo = LocalizationHelper.GetString("Identifying");
-            RecruitResult = string.Empty;
 
             var levelList = new List<int>();
 
@@ -277,44 +363,8 @@ namespace MaaWpfGui.ViewModels.UI
 
                 case "RecruitResult":
                     {
-                        string resultContent = string.Empty;
                         JArray? resultArray = (JArray?)subTaskDetails?["result"];
-                        /* int level = (int)subTaskDetails["level"]; */
-                        foreach (var combs in resultArray ?? [])
-                        {
-                            int tagLevel = (int)(combs["level"] ?? -1);
-                            resultContent += tagLevel + "★ Tags:    ";
-                            resultContent = (((JArray?)combs["tags"]) ?? []).Aggregate(resultContent, (current, tag) => current + (tag + "    "));
-
-                            resultContent += "\n\t";
-                            foreach (var oper in (JArray?)combs["opers"] ?? [])
-                            {
-                                int operLevel = (int)(oper["level"] ?? -1);
-                                var operId = oper["id"]?.ToString();
-                                var operName = DataHelper.GetLocalizedCharacterName(oper["name"]?.ToString());
-
-                                string potential = string.Empty;
-
-                                if (RecruitmentShowPotential && OperBoxPotential != null && operId != null
-                                    && (tagLevel >= 4 || operLevel == 1))
-                                {
-                                    if (OperBoxPotential.ContainsKey(operId))
-                                    {
-                                        potential = " ( " + OperBoxPotential[operId] + " )";
-                                    }
-                                    else
-                                    {
-                                        potential = " ( !!! NEW !!! )";
-                                    }
-                                }
-
-                                resultContent += operLevel + "★ " + operName + potential + "    ";
-                            }
-
-                            resultContent += "\n\n";
-                        }
-
-                        RecruitResult = resultContent;
+                        UpdateRecruitResult(resultArray);
                     }
 
                     break;
diff --git a/src/MaaWpfGui/Views/UI/RecognizerView.xaml b/src/MaaWpfGui/Views/UI/RecognizerView.xaml
index fbf8c2af86..dc947192fe 100644
--- a/src/MaaWpfGui/Views/UI/RecognizerView.xaml
+++ b/src/MaaWpfGui/Views/UI/RecognizerView.xaml
@@ -41,15 +41,21 @@
                             VerticalAlignment="Top"
                             Focusable="True"
                             FontSize="14"
+                            ForceCursor="False"
                             Style="{StaticResource TextBlockDefaultBold}"
                             Text="{Binding RecruitInfo}"
                             TextWrapping="Wrap" />
-                        <controls:TextBlock
-                            Margin="10"
-                            HorizontalAlignment="Left"
-                            FontSize="14"
-                            Text="{Binding RecruitResult}"
-                            TextWrapping="Wrap" />
+                        <Border
+                            Padding="10"
+                            Background="{DynamicResource RegionBrushOpacity50}"
+                            CornerRadius="4"
+                            Visibility="{c:Binding 'RecruitResultInlines.Count > 0'}">
+                            <controls:TextBlock
+                                HorizontalAlignment="Left"
+                                BindableInlines="{Binding RecruitResultInlines}"
+                                FontSize="14"
+                                TextWrapping="Wrap" />
+                        </Border>
                     </StackPanel>
                 </hc:ScrollViewer>
                 <StackPanel