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apps/admin/src/lib/ai/generators/questions.ts

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+// =============================================================================
+// Question Generation Functions
+// Generate questions for packs with various tone/intensity settings
+// =============================================================================
+
+import { getOpenAI, getModel } from '../client';
+import { INTENSITY_GUIDE_SHORT, TONE_INSTRUCTIONS, SYSTEM_MESSAGES } from '../config';
+import type { GeneratedQuestion, ToneLevel } from '../types';
+
+/**
+ * Build the question generation prompt
+ */
+function buildQuestionPrompt(
+    packName: string,
+    count: number,
+    intensity: number | undefined,
+    tone: ToneLevel,
+    packDescription?: string,
+    existingQuestions?: string[],
+    crudeLang: boolean = false,
+    inspiration?: string
+): string {
+    const isClean = tone === 0;
+    const isExplicit = tone >= 4;
+
+    const crudeLangInstruction = crudeLang
+        ? '\n\nCRUDE LANGUAGE OVERRIDE: Ignore nuanced language rules. Use crude, vulgar terms throughout - "fuck" instead of "have sex", "suck cock" instead of "perform oral", etc. Be raw and direct like uncensored sexting.'
+        : '';
+
+    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
+            ? `All questions should be at intensity level ${intensity}.`
+            : 'Vary the intensity levels from 1 to 5 across the questions for good variety.';
+
+    const toneInstruction = TONE_INSTRUCTIONS[tone];
+
+    // Examples based on tone level
+    const symmetricExamples = isClean
+        ? 'GOOD: "Cook a new recipe together", "Play a board game", "Go on a hike", "Have a deep conversation about your goals".'
+        : isExplicit
+            ? 'GOOD: "Fuck in a risky place", "Try a new position", "Sixty-nine together", "Watch porn and recreate a scene".'
+            : 'GOOD: "Cook a romantic dinner together", "Stargaze and share dreams", "Give each other massages", "Dance together at home".';
+
+    const asymmetricExamples = isClean
+        ? `Examples:
+   - text: "Cook your partner their favorite meal" → partner_text: "Have your partner cook your favorite meal"
+   - text: "Plan a surprise for your partner" → partner_text: "Be surprised by your partner"
+   - text: "Give your partner a compliment" → partner_text: "Receive a compliment from your partner"`
+        : isExplicit
+            ? `Examples:
+   - text: "Go down on your partner" → partner_text: "Have your partner go down on you"
+   - text: "Send your partner a nude" → partner_text: "Receive a nude from your partner"
+   - text: "Tie your partner up" → partner_text: "Get tied up by your partner"
+   - text: "Spank your partner" → partner_text: "Get spanked by your partner"`
+            : `Examples:
+   - text: "Give your partner a massage" → partner_text: "Receive a massage from your partner"
+   - text: "Write your partner a love letter" → partner_text: "Receive a love letter from your partner"
+   - text: "Plan a surprise date for your partner" → partner_text: "Be surprised with a date by your partner"`;
+
+    const explicitWarning = isClean
+        ? '\n\nCRITICAL: This is a CLEAN pack with NO romantic or sexual content. Focus ONLY on communication, activities, challenges, and bonding. NO romance, NO flirting, NO intimacy, NO physical affection beyond friendly gestures.'
+        : isExplicit
+            ? ''
+            : '\n\nCRITICAL: This is a NON-EXPLICIT pack. Do NOT include any sexual acts, crude language, or NSFW content. Keep all proposals romantic, playful, or emotionally intimate without being sexually explicit.';
+
+    const descriptionContext = packDescription
+        ? `\nPack Description: "${packDescription}"\nUse this description to guide the theme and style of questions.`
+        : '';
+
+    const existingQuestionsContext = existingQuestions && existingQuestions.length > 0
+        ? `\n\nEXISTING QUESTIONS IN THIS PACK (DO NOT DUPLICATE OR CREATE SIMILAR VARIATIONS):
+${existingQuestions.map((q, i) => `${i + 1}. ${q}`).join('\n')}
+
+CRITICAL: Generate completely NEW and DIFFERENT questions. Do not repeat any of the above questions or create minor variations of them. Each new question must offer a genuinely distinct activity or experience.`
+        : '';
+
+    return `Generate ${count} unique questions for a couples' intimacy question pack called "${packName}".${descriptionContext}${existingQuestionsContext}
+
+${INTENSITY_GUIDE_SHORT}
+
+${intensityInstruction}
+${toneInstruction}${explicitWarning}${crudeLangInstruction}${inspirationInstruction}
+
+IMPORTANT: The app uses a swipe-based interface (Like/Dislike/Maybe).
+Cards should be "Proposals" for specific actions, NOT interview questions.
+
+CRITICAL LANGUAGE RULES:
+- ALWAYS use "your partner" - NEVER use "me", "I", "you" (as the receiver), "him", "her"
+- BAD: "Send me a photo" (who is "me"?), "Let me spank you", "I want you to..."
+- GOOD: "Send your partner a photo", "Spank your partner", "Give your partner..."
+- The card reader is the DOER. Their partner is "your partner".
+
+For each question, decide if it is SYMMETRIC (shared) or ASYMMETRIC (one does to the other):
+
+1. SYMMETRIC Activities (partner_text = null):
+   - Both partners do the same thing together.
+   - ${symmetricExamples}
+
+2. ASYMMETRIC Actions (requires partner_text):
+   - One partner does something TO/FOR the other, or roles differ.
+   - text = what the INITIATOR does
+   - partner_text = what the RECEIVER does/experiences
+   - ${asymmetricExamples}
+
+Required JSON structure:
+- text: The proposal (DOER's perspective, uses "your partner")
+- partner_text: For asymmetric only - RECEIVER's perspective
+- intensity: 1-5 based on INTENSITY LEVELS above.
+- requires_props: (optional) Array of items needed
+- location_type: (optional) "home" | "public" | "outdoors" | "travel" | "anywhere"
+- effort_level: (optional) "spontaneous" | "low" | "medium" | "planned"
+
+Return a JSON object with a "questions" array.`;
+}
+
+/**
+ * Generate questions using the default generation model
+ */
+export async function generateQuestions(
+    packName: string,
+    count: number = 10,
+    intensity?: number,
+    tone: ToneLevel = 3,
+    packDescription?: string,
+    existingQuestions?: string[],
+    crudeLang: boolean = false,
+    inspiration?: string
+): Promise<GeneratedQuestion[]> {
+    const openai = getOpenAI();
+
+    const prompt = buildQuestionPrompt(
+        packName,
+        count,
+        intensity,
+        tone,
+        packDescription,
+        existingQuestions,
+        crudeLang,
+        inspiration
+    );
+
+    const response = await openai.chat.completions.create({
+        model: getModel('generate'),
+        messages: [
+            {
+                role: 'system',
+                content: SYSTEM_MESSAGES[tone],
+            },
+            { role: 'user', content: prompt },
+        ],
+        response_format: { type: 'json_object' },
+        temperature: 0.9,
+    });
+
+    const content = response.choices[0].message.content;
+    if (!content) throw new Error('No content generated');
+
+    const parsed = JSON.parse(content);
+    return parsed.questions as GeneratedQuestion[];
+}
+
+/**
+ * Generate questions using a specific model
+ * Used by council generation for parallel model comparison
+ */
+export async function generateQuestionsWithModel(
+    model: string,
+    packName: string,
+    count: number,
+    intensity: number | undefined,
+    tone: ToneLevel,
+    packDescription: string | undefined,
+    existingQuestions: string[] | undefined,
+    crudeLang: boolean,
+    inspiration: string | undefined
+): Promise<GeneratedQuestion[]> {
+    const openai = getOpenAI();
+
+    const prompt = buildQuestionPrompt(
+        packName,
+        count,
+        intensity,
+        tone,
+        packDescription,
+        existingQuestions,
+        crudeLang,
+        inspiration
+    );
+
+    const response = await openai.chat.completions.create({
+        model: model,
+        messages: [
+            {
+                role: 'system',
+                content: SYSTEM_MESSAGES[tone],
+            },
+            { role: 'user', content: prompt },
+        ],
+        response_format: { type: 'json_object' },
+        temperature: 0.9,
+    });
+
+    const content = response.choices[0].message.content;
+    if (!content) throw new Error('No content generated');
+
+    const parsed = JSON.parse(content);
+    return parsed.questions as GeneratedQuestion[];
+}