Update

apps/admin/src/components/ai/AiGeneratorDialog.tsx

@@ -3,6 +3,7 @@ import { Button } from '@/components/ui/button';
 import { Input } from '@/components/ui/input';
 import { Label } from '@/components/ui/label';
 import { Checkbox } from '@/components/ui/checkbox';
+import { Textarea } from '@/components/ui/textarea';
 import {
     Dialog,
     DialogContent,
@@ -44,6 +45,8 @@ export function AiGeneratorDialog({
     // Default tone based on pack's explicit flag (5 for explicit packs, 3 for non-explicit)
     const [tone, setTone] = useState<ToneLevel>(context?.isExplicit ? 5 : 3);
     const isExplicit = tone >= 4; // For other generators that still use boolean
+    const [crudeLang, setCrudeLang] = useState(false);
+    const [inspiration, setInspiration] = useState('');
 
     // Update tone when dialog opens with new context
     useEffect(() => {
@@ -65,26 +68,26 @@ export function AiGeneratorDialog({
         setLoading(true);
         try {
             if (type === 'pack') {
-                const result = await generatePack(context?.categoryName, isExplicit);
+                const result = await generatePack(context?.categoryName, isExplicit, crudeLang, inspiration || undefined);
                 setGeneratedPack(result);
             } else if (type === 'questions') {
                 if (!context?.packName) {
                     toast.error('Pack name is required');
                     return;
                 }
-                const result = await generateQuestions(context.packName, count, undefined, tone, context.packDescription || undefined, context.existingQuestions);
+                const result = await generateQuestions(context.packName, count, undefined, tone, context.packDescription || undefined, context.existingQuestions, crudeLang, inspiration || undefined);
                 setGeneratedQuestions(result);
                 // Select all questions by default
                 setSelectedQuestionIndices(new Set(result.map((_, i) => i)));
             } else if (type === 'category-ideas') {
-                const result = await suggestCategories(context?.existingCategories || [], isExplicit);
+                const result = await suggestCategories(context?.existingCategories || [], isExplicit, crudeLang, inspiration || undefined);
                 setGeneratedIdeas(result);
             } else if (type === 'category-pack-ideas') {
                 if (!context?.categoryName) {
                     toast.error('Category name is required');
                     return;
                 }
-                const result = await suggestPacks(context.categoryName, context?.existingPacks || [], isExplicit);
+                const result = await suggestPacks(context.categoryName, context?.existingPacks || [], isExplicit, crudeLang, inspiration || undefined);
                 setGeneratedPackIdeas(result);
             }
         } catch (error) {
@@ -136,6 +139,8 @@ export function AiGeneratorDialog({
         setGeneratedIdeas([]);
         setGeneratedPackIdeas([]);
         setSelectedQuestionIndices(new Set());
+        setCrudeLang(false);
+        setInspiration('');
         onOpenChange(false);
     };
 
@@ -212,6 +217,33 @@ export function AiGeneratorDialog({
                         </div>
                     )}
 
+                    {/* Crude Language Toggle */}
+                    <div className="flex items-center space-x-2">
+                        <Switch
+                            id="crude-lang"
+                            checked={crudeLang}
+                            onCheckedChange={setCrudeLang}
+                        />
+                        <Label htmlFor="crude-lang">Crude Language</Label>
+                        <span className="text-xs text-muted-foreground">(vulgar, raw, everyday explicit words)</span>
+                    </div>
+
+                    {/* Inspiration/Suggestions Textarea */}
+                    <div className="space-y-2">
+                        <Label htmlFor="inspiration">Inspiration / Suggestions (optional)</Label>
+                        <Textarea
+                            id="inspiration"
+                            placeholder="Provide any themes, ideas, or guidance for the AI to consider..."
+                            value={inspiration}
+                            onChange={(e) => setInspiration(e.target.value)}
+                            rows={3}
+                            className="resize-none"
+                        />
+                        <p className="text-xs text-muted-foreground">
+                            Add freetext suggestions to guide the AI generation
+                        </p>
+                    </div>
+
                     {/* Context info */}
                     {context?.categoryName && (
                         <div className="rounded-md bg-muted p-3 text-sm">

apps/admin/src/lib/openai.ts

@@ -58,13 +58,26 @@ export interface GeneratedQuestion {
     intensity: number;
 }
 
-export async function generatePack(categoryName?: string, explicit: boolean = false): Promise<GeneratedPack> {
+export async function generatePack(
+    categoryName?: string,
+    explicit: boolean = false,
+    crudeLang: boolean = false,
+    inspiration?: string
+): Promise<GeneratedPack> {
     const openai = getOpenAI();
 
     const explicitInstruction = explicit
         ? 'Include bold, spicy, and uncensored themes (NSFW is allowed).'
         : 'Do NOT include any explicit or NSFW themes. Keep it romantic, emotional, playful, and clean.';
 
+    const crudeLangInstruction = crudeLang
+        ? 'Use crude, vulgar, and raw language. Be blunt and use everyday explicit words.'
+        : 'Use tasteful, refined language. Avoid crude or vulgar terms even for explicit content.';
+
+    const inspirationInstruction = inspiration
+        ? `\n\nINSPIRATION/GUIDANCE FROM ADMIN:\n${inspiration}\n\nUse the above inspiration to guide your generation.`
+        : '';
+
     const appContext = `This is an ACTIVITY-FOCUSED app where couples swipe on activity proposals.
 Each partner independently swipes Like/Dislike/Maybe, and when both swipe positively they "match".
 Packs contain collections of activities to try together (date ideas, intimate experiences, adventures, challenges, etc.).
@@ -78,6 +91,7 @@ This is NOT a Q&A app - it's about discovering shared interests in activities.`;
        The pack should contain a themed collection of activities couples can explore together.
 
        ${explicitInstruction}
+       ${crudeLangInstruction}${inspirationInstruction}
 
        Return a JSON object with:
        - name: A catchy, engaging pack name (3-6 words) that evokes activities/experiences
@@ -91,6 +105,7 @@ This is NOT a Q&A app - it's about discovering shared interests in activities.`;
        The pack should contain a themed collection of activities couples can explore together.
 
        ${explicitInstruction}
+       ${crudeLangInstruction}${inspirationInstruction}
 
        Return a JSON object with:
        - name: A catchy, engaging pack name (3-6 words) that evokes activities/experiences
@@ -198,12 +213,22 @@ export async function generateQuestions(
     intensity?: number,
     tone: ToneLevel = 3,
     packDescription?: string,
-    existingQuestions?: string[]
+    existingQuestions?: string[],
+    crudeLang: boolean = false,
+    inspiration?: string
 ): Promise<GeneratedQuestion[]> {
     const openai = getOpenAI();
     const isClean = tone === 0;
     const isExplicit = tone >= 4;
 
+    const crudeLangInstruction = crudeLang
+        ? '\n\nCRUDE LANGUAGE: Use crude, vulgar, raw language throughout. Be blunt, direct, and use everyday explicit words like people actually use in real life. Avoid euphemisms or clinical terms.'
+        : '\n\nLANGUAGE STYLE: Use tasteful, refined language. Avoid crude or vulgar terms. For explicit content, use direct but non-crude terms (e.g., "oral sex" not "blowjob", "have sex" not "fuck").';
+
+    const inspirationInstruction = inspiration
+        ? `\n\nINSPIRATION/GUIDANCE FROM ADMIN:\n${inspiration}\n\nUse the above inspiration to guide the types of questions you generate.`
+        : '';
+
     const intensityInstruction = isClean
         ? 'All questions should be intensity level 1 (non-physical activities).'
         : intensity
@@ -266,7 +291,7 @@ CRITICAL: Generate completely NEW and DIFFERENT questions. Do not repeat any of
 ${INTENSITY_GUIDE_SHORT}
 
 ${intensityInstruction}
-${toneInstruction}${explicitWarning}
+${toneInstruction}${explicitWarning}${crudeLangInstruction}${inspirationInstruction}
 
 IMPORTANT: The app uses a swipe-based interface (Like/Dislike/Maybe).
 Cards should be "Proposals" for specific actions, NOT interview questions.
@@ -371,7 +396,9 @@ export interface GeneratedCategoryIdea {
 
 export async function suggestCategories(
     existingCategories: string[],
-    explicit: boolean
+    explicit: boolean,
+    crudeLang: boolean = false,
+    inspiration?: string
 ): Promise<GeneratedCategoryIdea[]> {
     const openai = getOpenAI();
     const existingList = existingCategories.length > 0
@@ -382,6 +409,14 @@ export async function suggestCategories(
         ? 'Include bold, spicy, and explicitly intimate categories (NSFW is allowed).'
         : 'Do NOT include any explicit or NSFW themes. Keep it romantic, emotional, playful, and clean.';
 
+    const crudeLangInstruction = crudeLang
+        ? '\nUse crude, vulgar, and raw language in the names and descriptions.'
+        : '\nUse tasteful, refined language. Avoid crude or vulgar terms.';
+
+    const inspirationInstruction = inspiration
+        ? `\n\nINSPIRATION/GUIDANCE FROM ADMIN:\n${inspiration}\n\nUse the above inspiration to guide your category suggestions.`
+        : '';
+
     const prompt = `Here are the current categories in our couples' activity/intimacy app: ${existingList}.
 
 IMPORTANT - HOW THE APP WORKS:
@@ -392,7 +427,7 @@ IMPORTANT - HOW THE APP WORKS:
 - This is NOT a Q&A app - it's about discovering shared interests in activities to do together
 
 Suggest 5 NEW, UNIQUE category ideas that differ from the existing ones.
-${explicitInstruction}
+${explicitInstruction}${crudeLangInstruction}${inspirationInstruction}
 
 Return a JSON object with an "ideas" array containing 5 objects, where each object has:
 - name: Category name (1-3 words)
@@ -429,7 +464,9 @@ export interface GeneratedPackIdea {
 export async function suggestPacks(
     categoryName: string,
     existingPacks: string[],
-    explicit: boolean
+    explicit: boolean,
+    crudeLang: boolean = false,
+    inspiration?: string
 ): Promise<GeneratedPackIdea[]> {
     const openai = getOpenAI();
     const existingList = existingPacks.length > 0
@@ -440,6 +477,14 @@ export async function suggestPacks(
         ? 'Include bold, spicy, and uncensored pack ideas (NSFW is allowed).'
         : 'Do NOT include any explicit or NSFW themes. Keep it romantic, emotional, playful, and clean.';
 
+    const crudeLangInstruction = crudeLang
+        ? '\nUse crude, vulgar, and raw language in the pack names and descriptions.'
+        : '\nUse tasteful, refined language. Avoid crude or vulgar terms.';
+
+    const inspirationInstruction = inspiration
+        ? `\n\nINSPIRATION/GUIDANCE FROM ADMIN:\n${inspiration}\n\nUse the above inspiration to guide your pack suggestions.`
+        : '';
+
     const prompt = `We are building activity packs for the category "${categoryName}" in a couples' intimacy app.
 
 IMPORTANT - HOW THE APP WORKS:
@@ -459,7 +504,7 @@ PACK THEMES should focus on:
 Existing packs in this category: ${existingList}.
 
 Suggest 5 NEW, UNIQUE pack ideas that fit this category and differ from existing ones.
-${explicitInstruction}
+${explicitInstruction}${crudeLangInstruction}${inspirationInstruction}
 
 Return a JSON object with an "ideas" array containing 5 objects, where each object has:
 - name: Pack name (catchy, 3-6 words) - should evoke activities/experiences, not questions