From b69fa215f876b8c3a88eeb39f6ae79a040ae2d53 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Peer=20Sch=C3=BCtt?=
 <20603780+peerschuett@users.noreply.github.com>
Date: Fri, 20 Mar 2026 16:41:25 +0100
Subject: [PATCH] Working on the prototype for PromptOptimizer

---
 .../AssistantPromptOptimizer.razor            | 74 +++++++++-------
 .../AssistantPromptOptimizer.razor.cs         | 86 +++++++++++++------
 .../SettingsDialogPromptOptimizer.razor       | 29 +++++++
 .../SettingsDialogPromptOptimizer.razor.cs    |  3 +
 app/MindWork AI Studio/Pages/Assistants.razor |  2 +-
 .../Settings/DataModel/Data.cs                |  4 +-
 .../Settings/DataModel/DataPromptOptimizer.cs | 36 ++++++++
 .../Tools/ComponentsExtensions.cs             |  2 +
 8 files changed, 178 insertions(+), 58 deletions(-)
 create mode 100644 app/MindWork AI Studio/Dialogs/Settings/SettingsDialogPromptOptimizer.razor
 create mode 100644 app/MindWork AI Studio/Dialogs/Settings/SettingsDialogPromptOptimizer.razor.cs
 create mode 100644 app/MindWork AI Studio/Settings/DataModel/DataPromptOptimizer.cs

diff --git a/app/MindWork AI Studio/Assistants/PromptOptimizer/AssistantPromptOptimizer.razor b/app/MindWork AI Studio/Assistants/PromptOptimizer/AssistantPromptOptimizer.razor
index 615266e0..f8e7ed23 100644
--- a/app/MindWork AI Studio/Assistants/PromptOptimizer/AssistantPromptOptimizer.razor	
+++ b/app/MindWork AI Studio/Assistants/PromptOptimizer/AssistantPromptOptimizer.razor	
@@ -1,5 +1,5 @@
 @attribute [Route(Routes.ASSISTANT_PROMPT_OPTIMIZER)]
-@inherits AssistantBaseCore<AIStudio.Dialogs.Settings.NoSettingsPanel>
+@inherits AssistantBaseCore<AIStudio.Dialogs.Settings.SettingsDialogPromptOptimizer>
 
 <MudTextField T="string"
               @bind-Text="@this.inputPrompt"
@@ -14,27 +14,61 @@
               Class="mb-3"
               UserAttributes="@USER_INPUT_ATTRIBUTES"/>
 
+<EnumSelection T="CommonLanguages"
+               NameFunc="@(language => language.NameSelectingOptional())"
+               @bind-Value="@this.selectedTargetLanguage"
+               Icon="@Icons.Material.Filled.Translate"
+               Label="@T("Language for the optimized prompt")"
+               AllowOther="@true"
+               OtherValue="CommonLanguages.OTHER"
+               @bind-OtherInput="@this.customTargetLanguage"
+               ValidateOther="@this.ValidateCustomLanguage"
+               LabelOther="@T("Custom language")"/>
+
+<MudTextField T="string"
+              AutoGrow="true"
+              Lines="2"
+              @bind-Text="@this.importantAspects"
+              Class="mb-3"
+              Label="@T("(Optional) Important Aspects for the prompt")"
+              HelperText="@T("(Optional) Specify aspects the optimizer should emphasize in the resulting prompt, such as role precision, step ordering, output structure, or constraints.")"
+              ShrinkLabel="true"
+              Variant="Variant.Outlined"
+              AdornmentIcon="@Icons.Material.Filled.List"
+              Adornment="Adornment.Start"/>
+
+<MudStack Row="true" AlignItems="AlignItems.Center" Class="mb-2">
+    <MudText Typo="Typo.h6">@T("Prompt Recommendations")</MudText>
+    @if (this.ShowUpdatedPromptGuidelinesIndicator)
+    {
+        <MudTooltip Text="@T("Prompt recommendations updated from your latest optimization.")">
+            <MudIcon Icon="@Icons.Material.Filled.AutoFixHigh" Color="Color.Info" Size="Size.Medium" Class="ml-2"/>
+        </MudTooltip>
+    }
+</MudStack>
 
 @if (!this.useCustomPromptGuide)
 {
+    <MudJustifiedText Class="mb-3">@T("Use these recommendations, that are based on our own prompt guide, to improve the clarity, directness, and relevance of your prompts. The suggestions are updated based on your latest prompt optimization.")</MudJustifiedText>
+
     <MudGrid Class="mb-3">
         <MudItem xs="12" sm="6" md="4">
-            <MudTextField T="string" Value="@this.recClarityDirectness" Label="@T("Be clear and direct")" ReadOnly="true" Variant="Variant.Outlined" Lines="3" AutoGrow="@true" />
+            <MudTextField T="string" Value="@this.recClarityDirectness" Label="@T("Be clear and direct")" ReadOnly="true" Variant="Variant.Outlined" Lines="2" AutoGrow="@true" />
         </MudItem>
         <MudItem xs="12" sm="6" md="4">
-            <MudTextField T="string" Value="@this.recExamplesContext" Label="@T("Add examples and context")" ReadOnly="true" Variant="Variant.Outlined" Lines="3" AutoGrow="@true" />
+            <MudTextField T="string" Value="@this.recExamplesContext" Label="@T("Add examples and context")" ReadOnly="true" Variant="Variant.Outlined" Lines="2" AutoGrow="@true" />
         </MudItem>
         <MudItem xs="12" sm="6" md="4">
-            <MudTextField T="string" Value="@this.recSequentialSteps" Label="@T("Use sequential steps")" ReadOnly="true" Variant="Variant.Outlined" Lines="3" AutoGrow="@true" />
+            <MudTextField T="string" Value="@this.recSequentialSteps" Label="@T("Use sequential steps")" ReadOnly="true" Variant="Variant.Outlined" Lines="2" AutoGrow="@true" />
         </MudItem>
         <MudItem xs="12" sm="6" md="4">
-            <MudTextField T="string" Value="@this.recStructureMarkers" Label="@T("Structure with markers")" ReadOnly="true" Variant="Variant.Outlined" Lines="3" AutoGrow="@true" />
+            <MudTextField T="string" Value="@this.recStructureMarkers" Label="@T("Structure with markers")" ReadOnly="true" Variant="Variant.Outlined" Lines="2" AutoGrow="@true" />
         </MudItem>
         <MudItem xs="12" sm="6" md="4">
-            <MudTextField T="string" Value="@this.recRoleDefinition" Label="@T("Give the model a role")" ReadOnly="true" Variant="Variant.Outlined" Lines="3" AutoGrow="@true" />
+            <MudTextField T="string" Value="@this.recRoleDefinition" Label="@T("Give the model a role")" ReadOnly="true" Variant="Variant.Outlined" Lines="2" AutoGrow="@true" />
         </MudItem>
         <MudItem xs="12" sm="6" md="4">
-            <MudTextField T="string" Value="@this.recLanguageChoice" Label="@T("Choose prompt language deliberately")" ReadOnly="true" Variant="Variant.Outlined" Lines="3" AutoGrow="@true" />
+            <MudTextField T="string" Value="@this.recLanguageChoice" Label="@T("Choose prompt language deliberately")" ReadOnly="true" Variant="Variant.Outlined" Lines="2" AutoGrow="@true" />
         </MudItem>
     </MudGrid>
 }
@@ -64,7 +98,7 @@
 
     <MudTextField T="string"
                   Text="@this.CustomPromptGuideFileName"
-                  Label="@T("Custom guide file")"
+                  Label="@T("Custom prompt guide file")"
                   ReadOnly="true"
                   Disabled="@(!this.useCustomPromptGuide)"
                   Variant="Variant.Outlined"
@@ -79,28 +113,4 @@
     </MudButton>
 </MudStack>
 
-<EnumSelection T="CommonLanguages"
-               NameFunc="@(language => language.NameSelectingOptional())"
-               @bind-Value="@this.selectedTargetLanguage"
-               Icon="@Icons.Material.Filled.Translate"
-               Label="@T("Language for the optimized prompt")"
-               AllowOther="@true"
-               OtherValue="CommonLanguages.OTHER"
-               @bind-OtherInput="@this.customTargetLanguage"
-               ValidateOther="@this.ValidateCustomLanguage"
-               LabelOther="@T("Custom language")"/>
-
-<MudTextField T="string"
-              AutoGrow="true"
-              Lines="2"
-              @bind-Text="@this.importantAspects"
-              Class="mb-3"
-              Label="@T("(Optional) Important Aspects for the prompt")"
-              HelperText="@T("(Optional) Specify aspects the optimizer should emphasize in the resulting prompt, such as role precision, step ordering, output structure, or constraints.")"
-              ShrinkLabel="true"
-              Variant="Variant.Outlined"
-              AdornmentIcon="@Icons.Material.Filled.List"
-              Adornment="Adornment.Start"/>
-
 <ProviderSelection @bind-ProviderSettings="@this.providerSettings" ValidateProvider="@this.ValidatingProvider"/>
-
diff --git a/app/MindWork AI Studio/Assistants/PromptOptimizer/AssistantPromptOptimizer.razor.cs b/app/MindWork AI Studio/Assistants/PromptOptimizer/AssistantPromptOptimizer.razor.cs
index 8b8b0b2f..a9f9c092 100644
--- a/app/MindWork AI Studio/Assistants/PromptOptimizer/AssistantPromptOptimizer.razor.cs	
+++ b/app/MindWork AI Studio/Assistants/PromptOptimizer/AssistantPromptOptimizer.razor.cs	
@@ -13,7 +13,7 @@ using Microsoft.Extensions.FileProviders;
 
 namespace AIStudio.Assistants.PromptOptimizer;
 
-public partial class AssistantPromptOptimizer : AssistantBaseCore<NoSettingsPanel>
+public partial class AssistantPromptOptimizer : AssistantBaseCore<SettingsDialogPromptOptimizer>
 {
     private static readonly Regex JSON_CODE_FENCE_REGEX = new(
         pattern: """```(?:json)?\s*(?<json>\{[\s\S]*\})\s*```""",
@@ -31,7 +31,7 @@ public partial class AssistantPromptOptimizer : AssistantBaseCore<NoSettingsPane
 
     protected override string Title => T("Prompt Optimizer");
 
-    protected override string Description => T("Optimize a prompt using your prompt guideline and get targeted recommendations for future versions.");
+    protected override string Description => T("Optimize a prompt using either the default or your individual prompt guideline and get targeted recommendations for future versions of the prompt.");
 
     protected override string SystemPrompt =>
         """
@@ -70,22 +70,37 @@ public partial class AssistantPromptOptimizer : AssistantBaseCore<NoSettingsPane
     protected override void ResetForm()
     {
         this.inputPrompt = string.Empty;
-        this.selectedTargetLanguage = CommonLanguages.AS_IS;
-        this.customTargetLanguage = string.Empty;
-        this.importantAspects = string.Empty;
         this.useCustomPromptGuide = false;
         this.customPromptGuideFiles.Clear();
         this.currentCustomPromptGuidePath = string.Empty;
         this.customPromptingGuidelineContent = string.Empty;
+        this.hasUpdatedDefaultRecommendations = false;
         this.ResetGuidelineSummaryToDefault();
         this.ResetOutput();
+
+        if (!this.MightPreselectValues())
+        {
+            this.selectedTargetLanguage = CommonLanguages.AS_IS;
+            this.customTargetLanguage = string.Empty;
+            this.importantAspects = string.Empty;
+        }
     }
 
-    protected override bool MightPreselectValues() => false;
+    protected override bool MightPreselectValues()
+    {
+        if (!this.SettingsManager.ConfigurationData.PromptOptimizer.PreselectOptions)
+            return false;
+
+        this.selectedTargetLanguage = this.SettingsManager.ConfigurationData.PromptOptimizer.PreselectedTargetLanguage;
+        this.customTargetLanguage = this.SettingsManager.ConfigurationData.PromptOptimizer.PreselectedOtherLanguage;
+        this.importantAspects = this.SettingsManager.ConfigurationData.PromptOptimizer.PreselectedImportantAspects;
+        return true;
+    }
 
     protected override async Task OnInitializedAsync()
     {
         this.ResetGuidelineSummaryToDefault();
+        this.hasUpdatedDefaultRecommendations = false;
 
         var deferredContent = MessageBus.INSTANCE.CheckDeferredMessages<string>(Event.SEND_TO_PROMPT_OPTIMIZER_ASSISTANT).FirstOrDefault();
         if (deferredContent is not null)
@@ -95,7 +110,7 @@ public partial class AssistantPromptOptimizer : AssistantBaseCore<NoSettingsPane
     }
 
     private string inputPrompt = string.Empty;
-    private CommonLanguages selectedTargetLanguage;
+    private CommonLanguages selectedTargetLanguage = CommonLanguages.AS_IS;
     private string customTargetLanguage = string.Empty;
     private string importantAspects = string.Empty;
     private bool useCustomPromptGuide;
@@ -103,6 +118,7 @@ public partial class AssistantPromptOptimizer : AssistantBaseCore<NoSettingsPane
     private string currentCustomPromptGuidePath = string.Empty;
     private string customPromptingGuidelineContent = string.Empty;
     private bool isLoadingCustomPromptGuide;
+    private bool hasUpdatedDefaultRecommendations;
 
     private string optimizedPrompt = string.Empty;
     private string recClarityDirectness = string.Empty;
@@ -112,7 +128,7 @@ public partial class AssistantPromptOptimizer : AssistantBaseCore<NoSettingsPane
     private string recRoleDefinition = string.Empty;
     private string recLanguageChoice = string.Empty;
 
-    private bool HasOptimizationResult => !string.IsNullOrWhiteSpace(this.optimizedPrompt);
+    private bool ShowUpdatedPromptGuidelinesIndicator => !this.useCustomPromptGuide && this.hasUpdatedDefaultRecommendations;
     private bool CanPreviewCustomPromptGuide => this.useCustomPromptGuide && this.customPromptGuideFiles.Count > 0;
     private string CustomPromptGuideFileName => this.customPromptGuideFiles.Count switch
     {
@@ -159,6 +175,7 @@ public partial class AssistantPromptOptimizer : AssistantBaseCore<NoSettingsPane
 
         this.ClearInputIssues();
         this.ResetOutput();
+        this.hasUpdatedDefaultRecommendations = false;
 
         var promptingGuideline = await this.GetPromptingGuidelineForOptimizationAsync();
         if (string.IsNullOrWhiteSpace(promptingGuideline))
@@ -177,12 +194,12 @@ public partial class AssistantPromptOptimizer : AssistantBaseCore<NoSettingsPane
         if (!TryParseOptimizationResult(aiResponse, out var parsedResult))
         {
             this.optimizedPrompt = aiResponse.Trim();
-            this.recClarityDirectness = T("Add clearer goals and explicit quality expectations.");
-            this.recExamplesContext = T("Add short examples and background context for your specific use case.");
-            this.recSequentialSteps = T("Break the task into numbered steps if order matters.");
-            this.recStructureMarkers = T("Use headings or markers to separate context, task, and constraints.");
-            this.recRoleDefinition = T("Define a role for the model to focus output style and expertise.");
-            this.recLanguageChoice = T("Use English for complex prompts and explicitly request response language if needed.");
+            if (!this.useCustomPromptGuide)
+            {
+                this.ApplyFallbackRecommendations();
+                this.hasUpdatedDefaultRecommendations = true;
+            }
+
             this.AddInputIssue(T("The model response was not in the expected JSON format. The raw response is shown as optimized prompt."));
             this.AddVisibleOptimizedPromptBlock();
             return;
@@ -298,12 +315,31 @@ public partial class AssistantPromptOptimizer : AssistantBaseCore<NoSettingsPane
     private void ApplyOptimizationResult(PromptOptimizationResult optimizationResult)
     {
         this.optimizedPrompt = optimizationResult.OptimizedPrompt.Trim();
-        this.recClarityDirectness = this.EmptyFallback(optimizationResult.Recommendations.ClarityAndDirectness);
-        this.recExamplesContext = this.EmptyFallback(optimizationResult.Recommendations.ExamplesAndContext);
-        this.recSequentialSteps = this.EmptyFallback(optimizationResult.Recommendations.SequentialSteps);
-        this.recStructureMarkers = this.EmptyFallback(optimizationResult.Recommendations.StructureWithMarkers);
-        this.recRoleDefinition = this.EmptyFallback(optimizationResult.Recommendations.RoleDefinition);
-        this.recLanguageChoice = this.EmptyFallback(optimizationResult.Recommendations.LanguageChoice);
+        if (this.useCustomPromptGuide)
+            return;
+
+        this.ApplyRecommendations(optimizationResult.Recommendations);
+        this.hasUpdatedDefaultRecommendations = true;
+    }
+
+    private void ApplyRecommendations(PromptOptimizationRecommendations recommendations)
+    {
+        this.recClarityDirectness = this.EmptyFallback(recommendations.ClarityAndDirectness);
+        this.recExamplesContext = this.EmptyFallback(recommendations.ExamplesAndContext);
+        this.recSequentialSteps = this.EmptyFallback(recommendations.SequentialSteps);
+        this.recStructureMarkers = this.EmptyFallback(recommendations.StructureWithMarkers);
+        this.recRoleDefinition = this.EmptyFallback(recommendations.RoleDefinition);
+        this.recLanguageChoice = this.EmptyFallback(recommendations.LanguageChoice);
+    }
+
+    private void ApplyFallbackRecommendations()
+    {
+        this.recClarityDirectness = T("Add clearer goals and explicit quality expectations.");
+        this.recExamplesContext = T("Add short examples and background context for your specific use case.");
+        this.recSequentialSteps = T("Break the task into numbered steps if order matters.");
+        this.recStructureMarkers = T("Use headings or markers to separate context, task, and constraints.");
+        this.recRoleDefinition = T("Define a role for the model to focus output style and expertise.");
+        this.recLanguageChoice = T("Use English for complex prompts and explicitly request response language if needed.");
     }
 
     private string EmptyFallback(string text)
@@ -322,11 +358,11 @@ public partial class AssistantPromptOptimizer : AssistantBaseCore<NoSettingsPane
     private void ResetGuidelineSummaryToDefault()
     {
         this.recClarityDirectness = T("Use clear, explicit instructions and directly state quality expectations.");
-        this.recExamplesContext = T("Include short examples and context that explain the purpose behind requirements.");
+        this.recExamplesContext = T("Include short examples and context that explain the purpose behind your requirements.");
         this.recSequentialSteps = T("Prefer numbered steps when task order matters.");
         this.recStructureMarkers = T("Separate context, task, constraints, and output format with headings or markers.");
         this.recRoleDefinition = T("Assign a role to shape tone, expertise, and focus.");
-        this.recLanguageChoice = T("For complex tasks, write prompts in English and request response language explicitly if needed.");
+        this.recLanguageChoice = T("For complex tasks, write prompts in English.");
     }
 
     private void AddVisibleOptimizedPromptBlock()
@@ -411,14 +447,16 @@ public partial class AssistantPromptOptimizer : AssistantBaseCore<NoSettingsPane
             return;
         }
 
-        // Keep only a single file and prefer the newly attached one over the previous selection.
         var selected = files.FirstOrDefault(file => !string.Equals(file.FilePath, this.currentCustomPromptGuidePath, StringComparison.OrdinalIgnoreCase))
                        ?? files.First();
 
+        var replacedPrevious = !string.IsNullOrWhiteSpace(this.currentCustomPromptGuidePath) &&
+                               !string.Equals(this.currentCustomPromptGuidePath, selected.FilePath, StringComparison.OrdinalIgnoreCase);
+
         this.customPromptGuideFiles = [ selected ];
         this.currentCustomPromptGuidePath = selected.FilePath;
 
-        if (files.Count > 1)
+        if (files.Count > 1 || replacedPrevious)
             this.Snackbar.Add(T("Replaced the previously selected custom prompt guide file."), Severity.Info);
 
         await this.LoadCustomPromptGuidelineContentAsync(selected);
diff --git a/app/MindWork AI Studio/Dialogs/Settings/SettingsDialogPromptOptimizer.razor b/app/MindWork AI Studio/Dialogs/Settings/SettingsDialogPromptOptimizer.razor
new file mode 100644
index 00000000..e34028f5
--- /dev/null
+++ b/app/MindWork AI Studio/Dialogs/Settings/SettingsDialogPromptOptimizer.razor	
@@ -0,0 +1,29 @@
+@using AIStudio.Settings
+@inherits SettingsDialogBase
+
+<MudDialog>
+    <TitleContent>
+        <MudText Typo="Typo.h6" Class="d-flex align-center">
+            <MudIcon Icon="@Icons.Material.Filled.AutoFixHigh" Class="mr-2" />
+            @T("Assistant: Prompt Optimizer Options")
+        </MudText>
+    </TitleContent>
+    <DialogContent>
+        <MudPaper Class="pa-3 mb-8 border-dashed border rounded-lg">
+            <ConfigurationOption OptionDescription="@T("Preselect prompt optimizer options?")" LabelOn="@T("Prompt optimizer options are preselected")" LabelOff="@T("No prompt optimizer options are preselected")" State="@(() => this.SettingsManager.ConfigurationData.PromptOptimizer.PreselectOptions)" StateUpdate="@(updatedState => this.SettingsManager.ConfigurationData.PromptOptimizer.PreselectOptions = updatedState)" OptionHelp="@T("When enabled, you can preselect target language, important aspects, and provider defaults for the prompt optimizer assistant.")"/>
+            <ConfigurationSelect OptionDescription="@T("Preselect the target language")" Disabled="@(() => !this.SettingsManager.ConfigurationData.PromptOptimizer.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.PromptOptimizer.PreselectedTargetLanguage)" Data="@ConfigurationSelectDataFactory.GetCommonLanguagesOptionalData()" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.PromptOptimizer.PreselectedTargetLanguage = selectedValue)" OptionHelp="@T("Which target language should be preselected?")"/>
+            @if (this.SettingsManager.ConfigurationData.PromptOptimizer.PreselectedTargetLanguage is CommonLanguages.OTHER)
+            {
+                <ConfigurationText OptionDescription="@T("Preselect another target language")" Disabled="@(() => !this.SettingsManager.ConfigurationData.PromptOptimizer.PreselectOptions)" Icon="@Icons.Material.Filled.Translate" Text="@(() => this.SettingsManager.ConfigurationData.PromptOptimizer.PreselectedOtherLanguage)" TextUpdate="@(updatedText => this.SettingsManager.ConfigurationData.PromptOptimizer.PreselectedOtherLanguage = updatedText)"/>
+            }
+            <ConfigurationText OptionDescription="@T("Preselect important aspects")" Disabled="@(() => !this.SettingsManager.ConfigurationData.PromptOptimizer.PreselectOptions)" Text="@(() => this.SettingsManager.ConfigurationData.PromptOptimizer.PreselectedImportantAspects)" TextUpdate="@(updatedText => this.SettingsManager.ConfigurationData.PromptOptimizer.PreselectedImportantAspects = updatedText)" NumLines="2" OptionHelp="@T("Preselect aspects the optimizer should emphasize, such as role clarity, structure, or output constraints.")" Icon="@Icons.Material.Filled.List"/>
+            <ConfigurationMinConfidenceSelection Disabled="@(() => !this.SettingsManager.ConfigurationData.PromptOptimizer.PreselectOptions)" RestrictToGlobalMinimumConfidence="@true" SelectedValue="@(() => this.SettingsManager.ConfigurationData.PromptOptimizer.MinimumProviderConfidence)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.PromptOptimizer.MinimumProviderConfidence = selectedValue)"/>
+            <ConfigurationProviderSelection Component="Components.PROMPT_OPTIMIZER_ASSISTANT" Data="@this.availableLLMProviders" Disabled="@(() => !this.SettingsManager.ConfigurationData.PromptOptimizer.PreselectOptions)" SelectedValue="@(() => this.SettingsManager.ConfigurationData.PromptOptimizer.PreselectedProvider)" SelectionUpdate="@(selectedValue => this.SettingsManager.ConfigurationData.PromptOptimizer.PreselectedProvider = selectedValue)"/>
+        </MudPaper>
+    </DialogContent>
+    <DialogActions>
+        <MudButton OnClick="@this.Close" Variant="Variant.Filled">
+            @T("Close")
+        </MudButton>
+    </DialogActions>
+</MudDialog>
diff --git a/app/MindWork AI Studio/Dialogs/Settings/SettingsDialogPromptOptimizer.razor.cs b/app/MindWork AI Studio/Dialogs/Settings/SettingsDialogPromptOptimizer.razor.cs
new file mode 100644
index 00000000..c12ec0c3
--- /dev/null
+++ b/app/MindWork AI Studio/Dialogs/Settings/SettingsDialogPromptOptimizer.razor.cs	
@@ -0,0 +1,3 @@
+namespace AIStudio.Dialogs.Settings;
+
+public partial class SettingsDialogPromptOptimizer : SettingsDialogBase;
diff --git a/app/MindWork AI Studio/Pages/Assistants.razor b/app/MindWork AI Studio/Pages/Assistants.razor
index 3a05b19c..dcfb5752 100644
--- a/app/MindWork AI Studio/Pages/Assistants.razor	
+++ b/app/MindWork AI Studio/Pages/Assistants.razor	
@@ -27,7 +27,7 @@
                 <AssistantBlock TSettings="SettingsDialogTranslation" Component="Components.TRANSLATION_ASSISTANT" Name="@T("Translation")" Description="@T("Translate text into another language.")" Icon="@Icons.Material.Filled.Translate" Link="@Routes.ASSISTANT_TRANSLATION"/>
                 <AssistantBlock TSettings="SettingsDialogGrammarSpelling" Component="Components.GRAMMAR_SPELLING_ASSISTANT" Name="@T("Grammar & Spelling")" Description="@T("Check grammar and spelling of a given text.")" Icon="@Icons.Material.Filled.Edit" Link="@Routes.ASSISTANT_GRAMMAR_SPELLING"/>
                 <AssistantBlock TSettings="SettingsDialogRewrite" Component="Components.REWRITE_ASSISTANT" Name="@T("Rewrite & Improve")" Description="@T("Rewrite and improve a given text for a chosen style.")" Icon="@Icons.Material.Filled.Edit" Link="@Routes.ASSISTANT_REWRITE"/>
-                <AssistantBlock TSettings="NoSettingsPanel" Component="Components.PROMPT_OPTIMIZER_ASSISTANT" Name="@T("Prompt Optimizer")" Description="@T("Optimize a prompt using a guideline and receive targeted recommendations.")" Icon="@Icons.Material.Filled.AutoFixHigh" Link="@Routes.ASSISTANT_PROMPT_OPTIMIZER"/>
+                <AssistantBlock TSettings="SettingsDialogPromptOptimizer" Component="Components.PROMPT_OPTIMIZER_ASSISTANT" Name="@T("Prompt Optimizer")" Description="@T("Optimize a prompt using a guideline and receive targeted recommendations.")" Icon="@Icons.Material.Filled.AutoFixHigh" Link="@Routes.ASSISTANT_PROMPT_OPTIMIZER"/>
                 <AssistantBlock TSettings="SettingsDialogSynonyms" Component="Components.SYNONYMS_ASSISTANT" Name="@T("Synonyms")" Description="@T("Find synonyms for a given word or phrase.")" Icon="@Icons.Material.Filled.Spellcheck" Link="@Routes.ASSISTANT_SYNONYMS"/>
             </MudStack>
         }
diff --git a/app/MindWork AI Studio/Settings/DataModel/Data.cs b/app/MindWork AI Studio/Settings/DataModel/Data.cs
index 0013fe92..3bc52668 100644
--- a/app/MindWork AI Studio/Settings/DataModel/Data.cs	
+++ b/app/MindWork AI Studio/Settings/DataModel/Data.cs	
@@ -115,6 +115,8 @@ public sealed class Data
     public DataGrammarSpelling GrammarSpelling { get; init; } = new();
     
     public DataRewriteImprove RewriteImprove { get; init; } = new();
+    
+    public DataPromptOptimizer PromptOptimizer { get; init; } = new();
 
     public DataEMail EMail { get; init; } = new();
     
@@ -131,4 +133,4 @@ public sealed class Data
     public DataBiasOfTheDay BiasOfTheDay { get; init; } = new();
     
     public DataI18N I18N { get; init; } = new();
-}
\ No newline at end of file
+}
diff --git a/app/MindWork AI Studio/Settings/DataModel/DataPromptOptimizer.cs b/app/MindWork AI Studio/Settings/DataModel/DataPromptOptimizer.cs
new file mode 100644
index 00000000..3495393a
--- /dev/null
+++ b/app/MindWork AI Studio/Settings/DataModel/DataPromptOptimizer.cs	
@@ -0,0 +1,36 @@
+using AIStudio.Provider;
+
+namespace AIStudio.Settings.DataModel;
+
+public sealed class DataPromptOptimizer
+{
+    /// <summary>
+    /// Preselect prompt optimizer options?
+    /// </summary>
+    public bool PreselectOptions { get; set; }
+
+    /// <summary>
+    /// Preselect the target language?
+    /// </summary>
+    public CommonLanguages PreselectedTargetLanguage { get; set; } = CommonLanguages.AS_IS;
+
+    /// <summary>
+    /// Preselect a custom target language when "Other" is selected?
+    /// </summary>
+    public string PreselectedOtherLanguage { get; set; } = string.Empty;
+
+    /// <summary>
+    /// Preselect important aspects for the optimization.
+    /// </summary>
+    public string PreselectedImportantAspects { get; set; } = string.Empty;
+
+    /// <summary>
+    /// The minimum confidence level required for a provider to be considered.
+    /// </summary>
+    public ConfidenceLevel MinimumProviderConfidence { get; set; } = ConfidenceLevel.NONE;
+
+    /// <summary>
+    /// Preselect a provider?
+    /// </summary>
+    public string PreselectedProvider { get; set; } = string.Empty;
+}
diff --git a/app/MindWork AI Studio/Tools/ComponentsExtensions.cs b/app/MindWork AI Studio/Tools/ComponentsExtensions.cs
index dfbae19f..45167161 100644
--- a/app/MindWork AI Studio/Tools/ComponentsExtensions.cs	
+++ b/app/MindWork AI Studio/Tools/ComponentsExtensions.cs	
@@ -81,6 +81,7 @@ public static class ComponentsExtensions
         Components.GRAMMAR_SPELLING_ASSISTANT => settingsManager.ConfigurationData.GrammarSpelling.PreselectOptions ? settingsManager.ConfigurationData.GrammarSpelling.MinimumProviderConfidence : default,
         Components.ICON_FINDER_ASSISTANT => settingsManager.ConfigurationData.IconFinder.PreselectOptions ? settingsManager.ConfigurationData.IconFinder.MinimumProviderConfidence : default,
         Components.REWRITE_ASSISTANT => settingsManager.ConfigurationData.RewriteImprove.PreselectOptions ? settingsManager.ConfigurationData.RewriteImprove.MinimumProviderConfidence : default,
+        Components.PROMPT_OPTIMIZER_ASSISTANT => settingsManager.ConfigurationData.PromptOptimizer.PreselectOptions ? settingsManager.ConfigurationData.PromptOptimizer.MinimumProviderConfidence : default,
         Components.TRANSLATION_ASSISTANT => settingsManager.ConfigurationData.Translation.PreselectOptions ? settingsManager.ConfigurationData.Translation.MinimumProviderConfidence : default,
         Components.AGENDA_ASSISTANT => settingsManager.ConfigurationData.Agenda.PreselectOptions ? settingsManager.ConfigurationData.Agenda.MinimumProviderConfidence : default,
         Components.CODING_ASSISTANT => settingsManager.ConfigurationData.Coding.PreselectOptions ? settingsManager.ConfigurationData.Coding.MinimumProviderConfidence : default,
@@ -109,6 +110,7 @@ public static class ComponentsExtensions
             Components.GRAMMAR_SPELLING_ASSISTANT => settingsManager.ConfigurationData.GrammarSpelling.PreselectOptions ? settingsManager.ConfigurationData.Providers.FirstOrDefault(x => x.Id == settingsManager.ConfigurationData.GrammarSpelling.PreselectedProvider) : null,
             Components.ICON_FINDER_ASSISTANT => settingsManager.ConfigurationData.IconFinder.PreselectOptions ? settingsManager.ConfigurationData.Providers.FirstOrDefault(x => x.Id == settingsManager.ConfigurationData.IconFinder.PreselectedProvider) : null,
             Components.REWRITE_ASSISTANT => settingsManager.ConfigurationData.RewriteImprove.PreselectOptions ? settingsManager.ConfigurationData.Providers.FirstOrDefault(x => x.Id == settingsManager.ConfigurationData.RewriteImprove.PreselectedProvider) : null,
+            Components.PROMPT_OPTIMIZER_ASSISTANT => settingsManager.ConfigurationData.PromptOptimizer.PreselectOptions ? settingsManager.ConfigurationData.Providers.FirstOrDefault(x => x.Id == settingsManager.ConfigurationData.PromptOptimizer.PreselectedProvider) : null,
             Components.TRANSLATION_ASSISTANT => settingsManager.ConfigurationData.Translation.PreselectOptions ? settingsManager.ConfigurationData.Providers.FirstOrDefault(x => x.Id == settingsManager.ConfigurationData.Translation.PreselectedProvider) : null,
             Components.AGENDA_ASSISTANT => settingsManager.ConfigurationData.Agenda.PreselectOptions ? settingsManager.ConfigurationData.Providers.FirstOrDefault(x => x.Id == settingsManager.ConfigurationData.Agenda.PreselectedProvider) : null,
             Components.CODING_ASSISTANT => settingsManager.ConfigurationData.Coding.PreselectOptions ? settingsManager.ConfigurationData.Providers.FirstOrDefault(x => x.Id == settingsManager.ConfigurationData.Coding.PreselectedProvider) : null,