diff --git a/src/UI/WPF/ViewModels/AnimationControlViewModel.cs b/src/UI/WPF/ViewModels/AnimationControlViewModel.cs
index 517c0fa..aebe275 100644
--- a/src/UI/WPF/ViewModels/AnimationControlViewModel.cs
+++ b/src/UI/WPF/ViewModels/AnimationControlViewModel.cs
@@ -1301,7 +1301,7 @@ namespace NavisworksTransport.UI.WPF.ViewModels
             ClearAnimatedObjectCommand = new RelayCommand(ExecuteClearAnimatedObject, () => HasSelectedAnimatedObject);
             EditObjectRotationCommand = new RelayCommand(ExecuteEditObjectRotation, () => HasSelectedAnimatedObject);
             GenerateAnimationCommand = new RelayCommand(ExecuteGenerateAnimation, () => CanGenerateAnimation);
-            AddToBatchQueueCommand = new RelayCommand(ExecuteAddToBatchQueue, () => CanGenerateAnimation);
+            AddToBatchQueueCommand = new RelayCommand(() => ExecuteAddToBatchQueue(), () => CanGenerateAnimation);
             ApplyManualTargetsFromSelectionCommand = new RelayCommand(ExecuteApplyManualTargetsFromSelection);
             ClearManualTargetsCommand = new RelayCommand(ExecuteClearManualTargets, () => HasManualCollisionTargets);
             RemoveManualTargetCommand = new RelayCommand<ManualCollisionTargetViewModel>(ExecuteRemoveManualTarget, target => target != null);
@@ -4880,29 +4880,19 @@ namespace NavisworksTransport.UI.WPF.ViewModels
                     double largeModelThresholdMb = ConfigManager.Instance.Current?.Batch?.LargeModelFileSizeMb ?? 50.0;
                     if (modelFileSizeMb >= largeModelThresholdMb)
                     {
-                        LogManager.Info($"[大模型评估] 模型 {modelFileSizeMb:F0} MB >= 阈值 {largeModelThresholdMb:F0} MB，引导使用批处理");
-                        var confirm = System.Windows.MessageBox.Show(
-                            $"检测到大型模型（{modelFileSizeMb:F0} MB）。非手工指定模式的全模型碰撞检测预计耗时很长。\n\n" +
-                            $"• 是：加入批处理队列（推荐——使用剖面盒副实例检测，显著加速，检测结果完整落库）\n" +
-                            $"• 否：继续在当前进程检测（耗时可能很长）\n\n" +
-                            $"（阈值可在 config.toml [batch] large_model_file_size_mb 调整，当前 {largeModelThresholdMb:F0} MB）",
-                            "大型模型检测建议",
-                            System.Windows.MessageBoxButton.YesNo,
-                            System.Windows.MessageBoxImage.Warning);
-
-                        if (confirm == System.Windows.MessageBoxResult.Yes)
-                        {
-                            Mouse.OverrideCursor = oldCursor;
-                            ExecuteAddToBatchQueue();
-                            System.Windows.MessageBox.Show(
-                                "已将当前配置加入批处理队列，请到批处理页签启动执行。",
-                                "已加入批处理",
-                                System.Windows.MessageBoxButton.OK,
-                                System.Windows.MessageBoxImage.Information);
-                            return;
-                        }
-
-                        LogManager.Info("[大模型评估] 用户选择继续在当前进程检测");
+                        LogManager.Info($"[大模型评估] 模型 {modelFileSizeMb:F0} MB >= 阈值 {largeModelThresholdMb:F0} MB，自动加入批处理");
+                        Mouse.OverrideCursor = oldCursor;
+                        ExecuteAddToBatchQueue(skipExcludedListConfirmation: true);
+                        System.Windows.MessageBox.Show(
+                            $"检测到大型模型（{modelFileSizeMb:F0} MB，阈值 {largeModelThresholdMb:F0} MB）。\n" +
+                            $"非手工指定模式的全模型碰撞检测耗时较长——已自动将当前配置加入批处理队列\n" +
+                            $"（使用剖面盒副实例检测，显著加速）。\n\n" +
+                            $"请到批处理页签启动执行。\n\n" +
+                            $"（阈值可在 config.toml [batch] large_model_file_size_mb 调整）",
+                            "已加入批处理（大模型自动引导）",
+                            System.Windows.MessageBoxButton.OK,
+                            System.Windows.MessageBoxImage.Information);
+                        return;
                     }
                 }
 
@@ -6079,7 +6069,7 @@ namespace NavisworksTransport.UI.WPF.ViewModels
         /// <summary>
         /// 添加到批处理队列
         /// </summary>
-        private async void ExecuteAddToBatchQueue()
+        private async void ExecuteAddToBatchQueue(bool skipExcludedListConfirmation = false)
         {
             try
             {
@@ -6095,9 +6085,9 @@ namespace NavisworksTransport.UI.WPF.ViewModels
                     return;
                 }
 
-                // 🔥 检查排除列表是否已设置
+                // 🔥 检查排除列表是否已设置（自动加入场景（大模型引导）跳过确认——用户意图已明确）
                 var excludedObjects = _pathAnimationManager?.GetExcludedObjects();
-                if (excludedObjects == null || excludedObjects.Count == 0)
+                if (!skipExcludedListConfirmation && (excludedObjects == null || excludedObjects.Count == 0))
                 {
                     LogManager.Warning("[批处理] 排除列表为空，提示用户");
                     var result = System.Windows.MessageBox.Show(