import { prisma } from './prisma';
import { scheduleMessage, enrollUser, whatsappQueue, scheduleInteractiveButtons, scheduleInteractiveList } from './queue';

export class WhatsAppService {
    private static normalizeCommand(text: string): string {
        return text
            .trim()
            .toLowerCase()
            .replace(/[.,!?;:]+$/, "") // Remove trailing punctuation
            .toUpperCase();
    }

    private static detectIntent(text: string): 'YES' | 'NO' | 'UNKNOWN' {
        const normalized = text.trim().toLowerCase().replace(/[.,!?;:]+$/, "");
        const yesWords = ['oui', 'ouais', 'wi', 'waaw', 'yes', 'yep', 'ok', 'd’accord', 'daccord', 'da’accord'];
        const noWords = ['non', 'déet', 'deet', 'no', 'nah', 'nein'];

        if (yesWords.some(w => normalized.includes(w))) return 'YES';
        if (noWords.some(w => normalized.includes(w))) return 'NO';
        return 'UNKNOWN';
    }

    private static levenshteinDistance(a: string, b: string): number {
        const matrix: number[][] = [];
        for (let i = 0; i <= b.length; i++) matrix[i] = [i];
        for (let j = 0; j <= a.length; j++) matrix[0][j] = j;

        for (let i = 1; i <= b.length; i++) {
            for (let j = 1; j <= a.length; j++) {
                if (b.charAt(i - 1) === a.charAt(j - 1)) {
                    matrix[i][j] = matrix[i - 1][j - 1];
                } else {
                    matrix[i][j] = Math.min(
                        matrix[i - 1][j - 1] + 1, // substitution
                        matrix[i][j - 1] + 1,     // insertion
                        matrix[i - 1][j] + 1      // deletion
                    );
                }
            }
        }
        return matrix[b.length][a.length];
    }

    private static isFuzzyMatch(text: string, target: string, threshold = 0.8): boolean {
        const normalized = text.trim().toUpperCase();
        const tar = target.toUpperCase();
        if (normalized === tar) return true;
        if (normalized.includes(tar) || tar.includes(normalized)) return true;

        const distance = this.levenshteinDistance(normalized, tar);
        const maxLength = Math.max(normalized.length, tar.length);
        const similarity = 1 - distance / maxLength;
        return similarity >= threshold;
    }

    static async handleIncomingMessage(phone: string, text: string, audioUrl?: string) {
        const traceId = audioUrl ? `[STT-FLOW-${phone.slice(-4)}]` : `[TXT-FLOW-${phone.slice(-4)}]`;
        const normalizedText = this.normalizeCommand(text);
        console.log(`${traceId} Received: ${normalizedText} (Audio: ${audioUrl || 'N/A'})`);

        // 1. Find or Create User
        let user = await prisma.user.findUnique({ where: { phone } });

        if (!user) {
            const isInscription = this.isFuzzyMatch(normalizedText, 'INSCRIPTION') || normalizedText.includes('INSCRI') || normalizedText.includes('INSCRI');

            if (isInscription) {
                console.log(`${traceId} New user registration triggered for ${phone}`);
                user = await prisma.user.create({ data: { phone } });
                await scheduleInteractiveButtons(user.id,
                    "Dalal jàmm! Xamle ngay tàmbali. ⏳ 30s.\n(FR) Ton cours se prépare (30s).",
                    [
                        { id: 'LANG_FR', title: 'Français 🇫🇷' },
                        { id: 'LANG_WO', title: 'Wolof 🇸🇳' }
                    ]
                );
                return;
            } else {
                console.log(`${traceId} Unregistered user ${phone} sent: "${normalizedText}". Sending instructions.`);
                // Anti-silence: Nudge them to register
                const { whatsappQueue } = await import('./queue');
                await whatsappQueue.add('send-message-direct', {
                    phone,
                    text: "🎓 Bienvenue chez XAMLÉ !\nPour commencer ta formation gratuite, envoie le mot : *INSCRIPTION*\n\n(WO) Dalal jàmm ! Ngir tàmbali sa njàng mburu, bindal : *INSCRIPTION*"
                });
                return;
            }
        }

        // 1.2 Log the incoming message in the DB
        try {
            await prisma.message.create({
                data: {
                    content: text,
                    mediaUrl: audioUrl,
                    direction: 'INBOUND',
                    userId: user.id
                }
            });
        } catch (err: unknown) {
            console.error('[WhatsAppService] Failed to log incoming message:', (err instanceof Error ? (err instanceof Error ? err.message : String(err)) : String(err)));
        }

        // 1.5. Testing / Cheat Codes (Only for registered users)
        if (this.isFuzzyMatch(normalizedText, 'INSCRIPTION')) {
            await prisma.enrollment.deleteMany({ where: { userId: user.id } });
            await prisma.userProgress.deleteMany({ where: { userId: user.id } });
            await prisma.response.deleteMany({ where: { userId: user.id } });
            // Also explicitly clear business AI profile to prevent context leak on restart
            await (prisma as any).businessProfile.deleteMany({ where: { userId: user.id } });
            user = await prisma.user.update({
                where: { id: user.id },
                data: { city: null, activity: null }
            });
            await scheduleInteractiveButtons(user.id,
                "Réinitialisation réussie – choisissez votre langue / Tànnal sa làkk :",
                [
                    { id: 'LANG_FR', title: 'Français 🇫🇷' },
                    { id: 'LANG_WO', title: 'Wolof 🇸🇳' }
                ]
            );
            return;
        }

        if (normalizedText === 'TEST_IMAGE') {
            await whatsappQueue.add('send-image', {
                to: user.phone,
                imageUrl: 'https://r2.xamle.sn/branding/branding_xamle.png',
                caption: 'Branding XAMLÉ - Industrialisation 2026'
            });
            return;
        }

        if (normalizedText.startsWith('TEST_VIDEO')) {
            const parts = normalizedText.split(' ');
            if (parts.length < 3) {
                await scheduleMessage(user.id, "Usage: TEST_VIDEO <TrackId> <DayNumber>");
                return;
            }
            const trackId = parts[1];
            const dayNumber = parseFloat(parts[2]);

            await scheduleMessage(user.id, `🧪 Test Video pour ${trackId} J${dayNumber}...`);
            await whatsappQueue.add('send-content', {
                userId: user.id,
                trackId,
                dayNumber
            });
            return;
        }

        // 🚨 Guardrail "Contenu Vide" / Gibberish (UX Engineer Requirement)
        const wordCount = (text || '').trim().split(/\s+/).length;
        const systemCommands = ['1', '2', 'SUITE', 'APPROFONDIR', 'INSCRIPTION', 'SEED'];
        const isSystemCommand = systemCommands.some(cmd => this.isFuzzyMatch(normalizedText, cmd)) || normalizedText.includes('INSCRI');

        if (wordCount < 3 && !isSystemCommand) {
             await scheduleMessage(user.id, user.language === 'WOLOF'
                ? "Dama lay xaar nga wax ma lu gën a yaatu ci sa mbir (mbebetu 3 baat). Waxtaanal ak man !"
                : "Je n'ai pas bien compris ton activité. Peux-tu me réexpliquer en quelques mots ce que tu fais ? (Minimum 3 mots)");
             return;
        }

        if (this.isFuzzyMatch(normalizedText, 'SEED')) {
            // Reply immediately so the webhook doesn't time out
            console.log(`[SEED] Triggered by user ${user.id}`);
            try {
                // @ts-ignore - dynamic import of sub-module
                const { seedDatabase } = await import('@repo/database/seed');
                const result = await seedDatabase(prisma);
                console.log('[SEED] Result:', result.message);

                // 🚨 COGNITIVE CACHE CLEAR: Delete old BusinessProfile contexts to prevent agricultural hallucinations
                try {
                    await (prisma as any).businessProfile.deleteMany({ where: { userId: user.id } });
                    await prisma.user.update({ where: { id: user.id }, data: { activity: null } });
                    console.log(`[SEED] Cleared cognitive cache for User ${user.id}`);
                } catch (cacheErr: unknown) {
                    console.error('[SEED] Failed to clear cognitive cache:', (cacheErr as Error).message);
                }

                await scheduleMessage(user.id, result.seeded
                    ? "✅ Seeding terminé ! Le Cache Cognitif a été réinitialisé.\nEnvoie INSCRIPTION pour commencer."
                    : "ℹ️ Les données existent déjà. Cache Cognitif purgé. Envoie INSCRIPTION."
                );
            } catch (err: unknown) {
                console.error('[SEED] Error:', (err instanceof Error ? (err instanceof Error ? err.message : String(err)) : String(err)));
                await scheduleMessage(user.id, `❌ Erreur seed : ${(err instanceof Error ? (err instanceof Error ? err.message : String(err)) : String(err))?.substring(0, 200)}`);
            }
            return;
        }

        // ─── Interactive LIST action IDs ──────────────────────────────────────
        // Format: DAY{N}_EXERCISE | DAY{N}_REPLAY | DAY{N}_CONTINUE | DAY{N}_PROMPT
        const dayActionMatch = normalizedText.match(/^DAY(\d+)_(EXERCISE|REPLAY|CONTINUE|PROMPT)$/);
        if (dayActionMatch) {
            const action = dayActionMatch[2];

            if (action === 'REPLAY') {
                const enrollment = await prisma.enrollment.findFirst({
                    where: { userId: user.id, status: 'ACTIVE' }
                });
                if (enrollment) {
                    await whatsappQueue.add('send-content', {
                        userId: user.id,
                        trackId: enrollment.trackId,
                        dayNumber: enrollment.currentDay
                    });
                    await scheduleMessage(user.id, user.language === 'WOLOF'
                        ? "🔁 Dinanu la yëgël waxtu bi ci kanam..."
                        : "🔁 Je te renvoie la leçon dans quelques secondes..."
                    );
                }
                return;
            } else if (action === 'EXERCISE') {
                await scheduleMessage(user.id, user.language === 'WOLOF'
                    ? "🎙️ Yónnee sa tontu (audio walla bind) :"
                    : "🎙️ Envoie ta réponse (audio ou texte) :"
                );
                return;
            } else if (action === 'PROMPT') {
                const enrollment = await prisma.enrollment.findFirst({
                    where: { userId: user.id, status: 'ACTIVE' }
                });
                if (enrollment) {
                    const trackDay = await prisma.trackDay.findFirst({
                        where: { trackId: enrollment.trackId, dayNumber: enrollment.currentDay }
                    });
                    if (trackDay?.exercisePrompt) {
                        await scheduleMessage(user.id, trackDay.exercisePrompt);
                    } else {
                        await scheduleMessage(user.id, user.language === 'WOLOF' ? "Amul lëjj" : "Pas d'exercice pour ce jour");
                    }
                }
                return;
            } else if (action === 'CONTINUE') {
                // Determine if there is a pending exercise before advancing
                const pendingProgress = await prisma.userProgress.findFirst({
                    where: { userId: user.id, exerciseStatus: { in: ['PENDING', 'PENDING_REMEDIATION'] } }
                });
                if (pendingProgress) {
                    await scheduleMessage(user.id, user.language === 'WOLOF'
                        ? "Danga wara tontu lëjj bi balaa nga dem ci kanam. Tànnal 'Yónni tontu'."
                        : "Tu dois d'abord répondre à l'exercice avant de continuer. Choisis 'Faire l'exercice' ou 'Répondre'."
                    );
                } else {
                    // Safe to advance (either completed or dropped or already handled)
                    await scheduleMessage(user.id, user.language === 'WOLOF'
                        ? "Waaw, ñuy dem ci kanam !"
                        : "C'est noté, on avance !"
                    );
                    // To do: if advance needs to trigger scheduleTrackDay directly, it could be done here instead of tracking. 
                    // However, normally `SUITE` moves the day forward. 
                }
                return;
            }
        }

        // 1.7. Language Selection (Interactive Buttons)
        if (normalizedText === 'LANG_FR' || normalizedText === 'LANG_WO') {
            const newLang = normalizedText === 'LANG_FR' ? 'FR' : 'WOLOF';
            user = await prisma.user.update({
                where: { id: user.id },
                data: { language: newLang }
            });

            const promptText = newLang === 'FR'
                ? "Parfait, nous allons continuer en Français ! 🇫🇷\nDans quel domaine d'activité te trouves-tu ?"
                : "Baax na, dinanu wéy ci Wolof ! 🇸🇳\nCi ban mbir ngay yëngu ?";

            await scheduleInteractiveList(
                user.id,
                newLang === 'FR' ? "Ton secteur" : "Sa Mbir",
                promptText,
                newLang === 'FR' ? "Secteurs" : "Tànn",
                [{
                    title: newLang === 'FR' ? 'Liste' : 'Mbir',
                    rows: [
                        { id: 'SEC_COMMERCE', title: newLang === 'FR' ? 'Commerce / Vente' : 'Njaay' },
                        { id: 'SEC_AGRI', title: newLang === 'FR' ? 'Agri / Élevage' : 'Mbay / Samm' },
                        { id: 'SEC_FOOD', title: newLang === 'FR' ? 'Alimentation / Rest.' : 'Lekk / Restauration' },
                        { id: 'SEC_COUTURE', title: newLang === 'FR' ? 'Couture / Mode' : 'Couture' },
                        { id: 'SEC_BEAUTE', title: newLang === 'FR' ? 'Beauté / Bien-être' : 'Rafet' },
                        { id: 'SEC_TRANSPORT', title: newLang === 'FR' ? 'Transport / Livr.' : 'Transport / Yëgël' },
                        { id: 'SEC_TECH', title: newLang === 'FR' ? 'Tech / Digital' : 'Tech / Digital' },
                        { id: 'SEC_AUTRE', title: newLang === 'FR' ? 'Autre secteur' : 'Beneen mbir' }
                    ]
                }]
            );
            return;
        }

        // 2. Check Pending Exercise (User Progress)
        // 2. Resolve sector LIST reply IDs → human-readable label
        const SECTOR_LABELS: Record<string, { fr: string; wo: string }> = {
            SEC_COMMERCE: { fr: 'Commerce / Vente', wo: 'Njaay' },
            SEC_AGRI: { fr: 'Agriculture / Élevage', wo: 'Mbay' },
            SEC_FOOD: { fr: 'Alimentation / Restauration', wo: 'Lekk / Restauration' },
            SEC_TECH: { fr: 'Tech / Digital', wo: 'Tech / Digital' },
            SEC_BEAUTE: { fr: 'Beauté / Bien-être', wo: 'Rafet' },
            SEC_COUTURE: { fr: 'Couture / Mode', wo: 'Couture' },
            SEC_TRANSPORT: { fr: 'Transport / Livraison', wo: 'Transport / Yëgël' },
        };

        if (normalizedText === 'SEC_AUTRE') {
            await scheduleMessage(user.id, user.language === 'WOLOF'
                ? 'Waaw ! Wax ma ban mbir ngay def ci ab kàddu gatt :'
                : 'Parfait ! Décris ton activité en quelques mots :'
            );
            return;
        }

        const sectorLabel = SECTOR_LABELS[normalizedText];

        // 🚨 Brique 1 (Immuabilité) : Vérifier si l'utilisateur est déjà inscrit.
        const existingEnrollment = await prisma.enrollment.findFirst({
            where: { userId: user.id, status: 'ACTIVE' }
        });

        if (existingEnrollment && (sectorLabel || normalizedText.startsWith('SEC_'))) {
            console.log(`[IMMUTABILITY] User ${user.id} tried to change sector but is already enrolled.`);
            return; // Ignore and do not allow re-routing here
        }

        if (!existingEnrollment && (sectorLabel || (!user.activity && text.length > 2))) {
            const activity = sectorLabel
                ? (user.language === 'WOLOF' ? sectorLabel.wo : sectorLabel.fr)
                : text.trim();

            user = await prisma.user.update({
                where: { id: user.id },
                data: { activity }
            });

            const welcomeMsg = user.language === 'FR'
                ? `Parfait ! Secteur noté : *${activity}*.\nJe t'inscris à ta formation personnalisée !`
                : `Baax na ! Bind nanu la ci: *${activity}*.\nLéegi dinanu la dugal ci njàng mi !`;

            await scheduleMessage(user.id, welcomeMsg);

            const trackId = user.language === 'FR' ? "T1-FR" : "T1-WO";
            const defaultTrack = await prisma.track.findUnique({ where: { id: trackId } });
            if (defaultTrack) await enrollUser(user.id, defaultTrack.id);
            return;
        }

        // 3. Check Active Enrollment (Commands Priority)
        const activeEnrollment = await prisma.enrollment.findFirst({
            where: { userId: user.id, status: 'ACTIVE' },
            include: { track: true }
        });

        if (activeEnrollment) {
            const intent = this.detectIntent(text);
            const isSuite = this.isFuzzyMatch(normalizedText, 'SUITE') || normalizedText === '2';
            const isApprofondir = this.isFuzzyMatch(normalizedText, 'APPROFONDIR') || normalizedText === '1';

            // Handle SUITE Priority
            if (isSuite) {
                const userProgress = await prisma.userProgress.findUnique({
                    where: { userId_trackId: { userId: user.id, trackId: activeEnrollment.trackId } }
                });

                // Strict check: you can only advance if the exercise is COMPLETED or if there's no mandatory exercise.
                // We err on the side of blocking if it's PENDING or null (unexpected state).
                if (userProgress?.exerciseStatus !== 'COMPLETED') {
                    console.log(`[SUITE-BLOCKED] User ${user.id} tried SUITE but status is ${userProgress?.exerciseStatus || 'null'}`);
                    await scheduleMessage(user.id, user.language === 'WOLOF'
                        ? "Dafa laaj nga tontu laaj bi ci kaw dëbb (audio walla texte) balaa nga dem ci kanam ! 🎙️"
                        : "Tu dois d'abord répondre à l'exercice ci-dessus pour continuer ! 🎙️"
                    );
                    return;
                }

                console.log(`[SUITE-ALLOWED] User ${user.id} advancing from day ${activeEnrollment.currentDay}`);
                const nextDay = activeEnrollment.currentDay % 1 !== 0
                    ? Math.floor(activeEnrollment.currentDay) + 1
                    : activeEnrollment.currentDay + 1;

                await prisma.enrollment.update({ where: { id: activeEnrollment.id }, data: { currentDay: nextDay } });
                await prisma.userProgress.update({
                    where: { userId_trackId: { userId: user.id, trackId: activeEnrollment.trackId } },
                    data: {
                        exerciseStatus: 'PENDING',
                        iterationCount: 0 // Reset iteration count for the new day
                    }
                });
                await whatsappQueue.add('send-content', { userId: user.id, trackId: activeEnrollment.trackId, dayNumber: nextDay });
                return;
            }

            // Handle APPROFONDIR (Deep Dive Initiation)
            if (isApprofondir) {
                const userProgress = await prisma.userProgress.findUnique({
                    where: { userId_trackId: { userId: user.id, trackId: activeEnrollment.trackId } }
                });

                if (userProgress?.exerciseStatus === 'COMPLETED') {
                    // Start the Deep Dive process
                    await prisma.userProgress.update({
                        where: { id: userProgress.id },
                        data: { exerciseStatus: 'PENDING_DEEPDIVE' }
                    });

                    await scheduleMessage(user.id, user.language === 'WOLOF'
                        ? "Baax na ! Wax ma ndox mi nga yor ci sa mbir (njëg, jafe-jafe, njëgëndal, njàngat, etc.) ngir ma gën a deesi njàngat bi :"
                        : "Très bien ! Quelle information précise issue de ton terrain veux-tu ajouter ? (ex: un prix précis, un obstacle, un fournisseur, etc.) :"
                    );
                    return;
                } else {
                    await scheduleMessage(user.id, user.language === 'WOLOF'
                        ? "Dafa laaj nga tontu laaj bi ci kaw dëbb balaa nga natt nga tontu !"
                        : "Réponds d'abord à l'exercice principal avant d'approfondir !"
                    );
                    return;
                }
            }

            // Handle YES/NO Intents
            if (intent === 'YES' && normalizedText.length < 15) {
                const userProgress = await prisma.userProgress.findUnique({
                    where: { userId_trackId: { userId: user.id, trackId: activeEnrollment.trackId } }
                });
                if (userProgress?.exerciseStatus === 'COMPLETED') {
                    await scheduleMessage(user.id, user.language === 'WOLOF' ? "Waaw ! Lexon bi mu ngi ñëw..." : "C'est parti ! Voici la suite...");
                    await whatsappQueue.add('send-content', { userId: user.id, trackId: activeEnrollment.trackId, dayNumber: activeEnrollment.currentDay + 1 });
                    return;
                }
            }

            if (intent === 'NO' && normalizedText.length < 15) {
                await scheduleMessage(user.id, user.language === 'WOLOF' ? "Baax na, bu la neexee nga tontu laaj bi." : "Pas de souci, tu peux répondre à l'exercice quand tu es prêt.");
                return;
            }

            // Fallback to Exercise Response if nothing else matched
            // 🚨 COACHING GUARDRAIL: AI Coach only activated if profile (sector + language) is complete
            if (!user.activity) {
                await scheduleMessage(user.id, user.language === 'WOLOF'
                    ? "Danga wara tànn sa mbiru liggeey balaa ñuy tàmbali coaching bi."
                    : "Tu dois d'abord définir ton activité avant que le coach AI ne puisse t'aider.");
                return;
            }

            const pendingProgress = await prisma.userProgress.findFirst({
                where: { userId: user.id, exerciseStatus: { in: ['PENDING', 'PENDING_REMEDIATION', 'PENDING_DEEPDIVE'] }, trackId: activeEnrollment.trackId },
            });

            if (pendingProgress) {
                const isDeepDiveAction = pendingProgress.exerciseStatus === 'PENDING_DEEPDIVE';

                const trackDay = await prisma.trackDay.findFirst({
                    where: { trackId: activeEnrollment.trackId, dayNumber: activeEnrollment.currentDay }
                });

                if (trackDay) {
                    await scheduleMessage(user.id, user.language === 'WOLOF' ? "⏳ Defar ak sa tontu..." : "⏳ Analyse de votre réponse...");

                    // Update iteration count if it's a deep dive
                    let currentIterationCount = pendingProgress.iterationCount || 0;
                    if (isDeepDiveAction) {
                        currentIterationCount += 1;
                        await prisma.userProgress.update({
                            where: { id: pendingProgress.id },
                            data: { iterationCount: currentIterationCount } // Save the increment
                        });
                    }

                    // 🚨 Store the iterative response so the Pitch Deck AI can use it
                    await prisma.response.create({
                        data: {
                            enrollmentId: activeEnrollment.id,
                            userId: user.id,
                            dayNumber: activeEnrollment.currentDay,
                            content: text
                        }
                    });

                    // Fetch previous responses to provide context to the AI Coach
                    const previousResponsesData = await prisma.response.findMany({
                        where: { userId: user.id, enrollmentId: activeEnrollment.id },
                        orderBy: { dayNumber: 'asc' },
                        take: 5 // Keep context size reasonable
                    });
                    const previousResponses = previousResponsesData.map(r => ({ day: r.dayNumber, response: r.content }));

                    await whatsappQueue.add('generate-feedback', {
                        userId: user.id, text, trackId: activeEnrollment.trackId, trackDayId: trackDay.id,
                        exercisePrompt: trackDay.exercisePrompt || '', lessonText: trackDay.lessonText || '',
                        exerciseCriteria: trackDay.exerciseCriteria, pendingProgressId: pendingProgress.id,
                        enrollmentId: activeEnrollment.id, currentDay: activeEnrollment.currentDay,
                        totalDays: activeEnrollment.track.duration, language: user.language,
                        // NEW EXPERT CONTEXT
                        userActivity: user.activity,
                        userRegion: user.city,
                        previousResponses,
                        // DEEP DIVE PARAMETERS
                        isDeepDive: isDeepDiveAction,
                        iterationCount: currentIterationCount
                    }, { attempts: 3, backoff: { type: 'exponential', delay: 2000 } });
                    return;
                }
            }

            // Handle daily response (Fallback if no PENDING found earlier)
            console.log(`${traceId} User ${user.id} fallback daily response to day ${activeEnrollment.currentDay}`);
            await prisma.response.create({
                data: {
                    enrollmentId: activeEnrollment.id,
                    userId: user.id,
                    dayNumber: activeEnrollment.currentDay,
                    content: text
                }
            });

            const trackDayFallback = await prisma.trackDay.findFirst({
                where: { trackId: activeEnrollment.trackId, dayNumber: activeEnrollment.currentDay }
            });

            if (trackDayFallback) {
                // 🚨 Guardrail: Contenu Vide / Gibberish 🚨
                const wordCount = text.trim().split(/\s+/).length;
                if (wordCount < 3 || text.length < 5) {
                    console.log(`${traceId} Guardrail: Input too short or potential gibberish: "${text}"`);
                    await scheduleMessage(user.id, user.language === 'WOLOF'
                        ? "Ma déggul li nga wax mbir mi... Mën nga ko gën a firi ci ab kàddu gatt (3-4 kàddu) ?"
                        : "Je n'ai pas bien compris ton activité. Peux-tu me réexpliquer en quelques mots ce que tu vends et à qui ?");
                    return;
                }

                // 🚨 Guardrail: Enrollment Priority 🚨
                if (!user.activity || !user.language) {
                    console.log(`${traceId} Blocking AI feedback: Enrollment incomplete for User ${user.id}`);
                    await scheduleMessage(user.id, user.language === 'WOLOF'
                        ? "Baax na, waaye laaj bi des na... Bindal 'INSCRIPTION' ngir tàmbali."
                        : "C'est noté, mais il faut d'abord terminer ton inscription. Envoie 'INSCRIPTION' pour commencer.");
                    return;
                }

                // Fetch previous responses to provide context to the AI Coach
                const previousResponsesData = await prisma.response.findMany({
                    where: { userId: user.id, enrollmentId: activeEnrollment.id },
                    orderBy: { dayNumber: 'asc' },
                    take: 5
                });
                const previousResponses = previousResponsesData.map(r => ({ day: r.dayNumber, response: r.content }));

                await whatsappQueue.add('generate-feedback', {
                    userId: user.id, text, trackId: activeEnrollment.trackId, trackDayId: trackDayFallback.id,
                    exercisePrompt: trackDayFallback.exercisePrompt || '', lessonText: trackDayFallback.lessonText || '',
                    exerciseCriteria: trackDayFallback.exerciseCriteria,
                    enrollmentId: activeEnrollment.id, currentDay: activeEnrollment.currentDay,
                    totalDays: activeEnrollment.track.duration, language: user.language,
                    // NEW EXPERT CONTEXT
                    userActivity: user.activity,
                    userRegion: user.city,
                    previousResponses
                });
                return;
            }

            await scheduleMessage(user.id, user.language === 'WOLOF'
                ? "Baax na ! Yónnee *SUITE* ngir dem ci kanam walla tontul laaj bi ci kaw."
                : "✅ Message reçu ! Envoie *SUITE* pour avancer ou réponds à l'exercice ci-dessus."
            );
            return;
        }

        // 4. Default: fallback for generic unknown messages (not in onboarding, not in active enrollment)
        console.log(`${traceId} Unknown command from user ${user.id}: "${normalizedText}"`);
        await scheduleMessage(user.id, user.language === 'WOLOF'
            ? "Bañ ma dégg. Yónnee *INSCRIPTION* ngir tàmbalee ci kanam walla bind *SUITE*."
            : "Je n'ai pas compris. Envoie *INSCRIPTION* pour recommencer ou *SUITE* pour avancer."
        );
    }
}