Added a prompt optimization assistant (#709)

app/MindWork AI Studio/Dialogs/PromptingGuidelineDialog.razor

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+@inherits MSGComponentBase
+
+<MudDialog>
+    <DialogContent>
+        <MudJustifiedText Typo="Typo.body1" Class="mb-3">
+            @T("The full prompting guideline used by the Prompt Optimizer.")
+        </MudJustifiedText>
+        
+        <MudField
+            Variant="Variant.Outlined"
+            AdornmentIcon="@Icons.Material.Filled.MenuBook"
+            Adornment="Adornment.Start"
+            Label="@T("Prompting Guideline")"
+            FullWidth="true"
+            Class="ma-2 pe-4">
+            <div style="max-height: 62vh; overflow-y: auto;">
+                <MudMarkdown Value="@this.GuidelineMarkdown" Props="Markdown.DefaultConfig" Styling="@this.MarkdownStyling" MarkdownPipeline="Markdown.SAFE_MARKDOWN_PIPELINE"/>
+            </div>
+        </MudField>
+    </DialogContent>
+    <DialogActions>
+        <MudButton OnClick="@this.Close" Variant="Variant.Filled" Color="Color.Primary">
+            @T("Close")
+        </MudButton>
+    </DialogActions>
+</MudDialog>

app/MindWork AI Studio/Dialogs/PromptingGuidelineDialog.razor.cs

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+using Microsoft.AspNetCore.Components;
+using AIStudio.Components;
+
+namespace AIStudio.Dialogs;
+
+public partial class PromptingGuidelineDialog : MSGComponentBase
+{
+    [CascadingParameter]
+    private IMudDialogInstance MudDialog { get; set; } = null!;
+
+    [Parameter]
+    public string GuidelineMarkdown { get; set; } = string.Empty;
+
+    private void Close() => this.MudDialog.Cancel();
+
+    private CodeBlockTheme CodeColorPalette => this.SettingsManager.IsDarkMode ? CodeBlockTheme.Dark : CodeBlockTheme.Default;
+
+    private MudMarkdownStyling MarkdownStyling => new()
+    {
+        CodeBlock = { Theme = this.CodeColorPalette },
+    };
+}

app/MindWork AI Studio/Dialogs/Settings/SettingsDialogPromptOptimizer.razor

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+@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>

app/MindWork AI Studio/Dialogs/Settings/SettingsDialogPromptOptimizer.razor.cs

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+namespace AIStudio.Dialogs.Settings;
+
+public partial class SettingsDialogPromptOptimizer : SettingsDialogBase;