Initial commit

.gitattributes

@@ -1,2 +0,0 @@
-# Auto detect text files and perform LF normalization
-* text=auto

.gitea/workflows/deploy.yml

@@ -0,0 +1,36 @@
+name: Backend Deploy 🚀
+run-name: ${{ gitea.actor }} backend güncelliyor...
+
+on:
+  push:
+    branches:
+      - main
+
+jobs:
+  build-and-deploy:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Kodu Çek
+        uses: actions/checkout@v3
+
+      - name: Docker Build
+        # Dockerfile'ı kullanarak imajı oluşturuyoruz
+        run: docker build -t backend-proje:latest .
+
+      - name: Eski Konteyneri Sil
+        # İlk seferde hata vermemesi için '|| true' ekledik
+        run: docker rm -f backend-container || true
+
+      - name: Yeni Versiyonu Başlat
+        # Secrets kısmından şifreleri alıp konteynere veriyoruz
+        run: |
+          docker run -d \
+            --name backend-container \
+            --restart always \
+            --network gitea-server_gitea \
+            -p 1501:3000 \
+            -e DATABASE_URL='${{ secrets.DATABASE_URL }}' \
+            -e JWT_SECRET='${{ secrets.JWT_SECRET }}' \
+            -e REDIS_HOST='${{ secrets.REDIS_HOST }}' \
+            -e REDIS_PORT='6379' \
+            backend-proje:latest

Dockerfile

@@ -1,49 +1,56 @@
-# Build stage
+# --- Build Stage ---
 FROM node:20-alpine AS builder
 
 WORKDIR /app
 
-# Copy package files
+# Raspberry Pi ve Prisma uyumluluğu için gerekli kütüphaneler
-COPY package*.json ./
+RUN apk add --no-cache openssl libc6-compat
 
-# Install dependencies
+# Paket dosyalarını kopyala
+COPY package*.json ./
 RUN npm ci
 
-# Copy source code
+# Kaynak kodları kopyala
 COPY . .
 
-# Generate Prisma client
+# Prisma client üret (Database şeman için şart)
 RUN npx prisma generate
 
-# Build the application
+# Build al (NestJS/Backend için)
 RUN npm run build
 
-# Production stage
+# --- Production Stage (Canlı Sistem) ---
 FROM node:20-alpine AS production
 
+# Prisma için gerekli kütüphaneleri buraya da ekliyoruz
+RUN apk add --no-cache openssl libc6-compat
+
 WORKDIR /app
 
-# Copy package files
 COPY package*.json ./
 
-# Install production dependencies only
+# Sadece production (canlıda lazım olan) paketleri kur
 RUN npm ci --only=production
 
-# Copy Prisma schema and generate client
+# Prisma şemasını taşı ve client üret
 COPY prisma ./prisma
 RUN npx prisma generate
 
-# Copy built application
+# Build edilen dosyaları taşı (Senin Dockerfile'ındaki yapıya sadık kaldım)
-COPY --from=builder /app/dist ./dist
+# Güvenlik için dosyaları 'node' kullanıcısına zimmetliyoruz
+COPY --chown=node:node --from=builder /app/dist ./dist
 
-# Copy i18n files
+# Eğer i18n varsa onu da taşı
-COPY --from=builder /app/src/i18n ./dist/i18n
+COPY --chown=node:node --from=builder /app/src/i18n ./dist/i18n
 
-# Set environment
+# Ortam değişkeni
 ENV NODE_ENV=production
 
-# Expose port
+# Portu aç
 EXPOSE 3000
 
-# Start the application
+# Güvenlik: Root yerine 'node' kullanıcısına geç
-CMD ["node", "dist/main.js"]
+USER node
+
+# Uygulamayı başlat
+CMD ["node", "dist/main.js"]

ecosystem.config.js

@@ -1,21 +0,0 @@
-module.exports = {
-  apps: [{
-    name: 'skriptai-backend',
-    script: 'dist/main.js',
-    instances: 1,
-    exec_mode: 'cluster',
-    env_production: {
-      NODE_ENV: 'production',
-      PORT: 3000
-    }
-  }, {
-    name: 'skriptai-frontend',
-    script: 'npm',
-    args: 'start -- -p 3001',
-    cwd: '/home/haruncan/apps/skriptai/frontend',
-    env: {
-      NODE_ENV: 'production',
-      PORT: 3001
-    }
-  }]
-};

mds/deploy.md

@@ -0,0 +1,146 @@
+
+```markdown
+# 🚀 Raspberry Pi Proje Dağıtım Rehberi (SSL Güncellemeli)
+
+Bu rehber, mevcut merkezi altyapıyı (Gitea, Runner, Central Database, Nginx) kullanarak yeni NestJS (Backend) ve Next.js (Frontend) projelerini nasıl ayağa kaldıracağını ve **SSL (HTTPS) sorunları yaşamadan** nasıl yayına alacağını adım adım açıklar.
+
+---
+
+## 🏗 1. Altyapı Hazırlığı (Infrastructure)
+
+### A. Veritabanı Oluşturma
+Her yeni proje için merkezi PostgreSQL konteynerinde yeni bir veritabanı açılmalıdır.
+
+```bash
+# PROJE_ADI kısmını küçük harf ve boşluksuz yaz (örn: e_ticaret_db)
+docker exec -it backend_db createdb -U 'Rub1c0N-UseR.!' PROJE_ADI_db
+```
+
+### B. DNS Ayarları
+Domain panelinden (Cloudflare vb.) yeni subdomain'leri Raspberry Pi'nin dış IP'sine yönlendir:
+*   `api-proje.bilgich.com` -> **Raspberry Pi IP**
+*   `ui-proje.bilgich.com` -> **Raspberry Pi IP**
+
+---
+
+## 🔐 2. Gitea Secret Ayarları
+
+**⚠️ Önemli:** Proje canlıya çıkarken SSL kullanacağımız için URL'leri şimdiden **https** olarak tanımlıyoruz.
+
+Gitea reponuzda **Settings > Actions > Secrets** yolunu izleyerek aşağıdaki anahtarları tanımlayın.
+
+### Backend İçin:
+
+| Key | Value Örneği | Açıklama |
+| :--- | :--- | :--- |
+| `DATABASE_URL` | `postgresql://Rub1c0N-UseR.%21:SIFRE%3D@backend_db:5432/PROJE_ADI_db?schema=public` | Özel karakterler encode edilmeli (!=%21, =%3D) |
+| `JWT_SECRET` | `rastgele_uzun_string` | Güvenlik anahtarı |
+
+### Frontend İçin:
+
+| Key | Value Örneği | Açıklama |
+| :--- | :--- | :--- |
+| `NEXT_PUBLIC_API_URL` | `https://api-proje.bilgich.com/api` | **https** olmasına dikkat et |
+| `NEXTAUTH_URL` | `https://ui-proje.bilgich.com` | **https** olmasına dikkat et |
+| `NEXTAUTH_SECRET` | `openssl_rand_base64_32_cikti` | Auth güvenliği için |
+
+---
+
+## 🛠 3. Backend (NestJS) Proje Ayarları
+
+1.  **main.ts:** Global prefix ve Swagger yollarını kontrol et.
+2.  **Dockerfile:** Mevcut çalışan NestJS Dockerfile'ı kullan.
+3.  **deploy.yml Değişiklikleri:**
+    *   `--name backend-PROJE-container` (Her proje için unique isim)
+    *   `-p 150X:3000` (Sıradaki boş port: 1502, 1503...)
+    *   `--network gitea-server_gitea` (Database'e erişim için şart)
+
+---
+
+## 🎨 4. Frontend (Next.js) Proje Ayarları
+
+1.  **next.config.js:** `output: 'standalone'` satırını ekle.
+2.  **Dockerfile:** `ARG` ve `ENV` satırlarına `NEXT_PUBLIC_` değişkenlerini ekle.
+3.  **deploy-ui.yml Değişiklikleri:**
+    *   `--build-arg` ile tüm Gitea secret'larını build aşamasına geç.
+    *   `--name ui-PROJE-container` (Unique isim)
+    *   `-p 180X:3000` (Sıradaki boş port: 1801, 1802...)
+    *   `-e NEXTAUTH_URL` ve `NEXTAUTH_SECRET` runtime değişkenlerini ekle.
+
+---
+
+## 🚦 5. Nginx ve SSL Yönlendirmesi (KRİTİK ADIM)
+
+Diğer projelerle çakışma olmaması için her yeni domain'e mutlaka SSL kurulmalıdır.
+
+### A. Konfigürasyon Dosyası Oluştur
+Backend veya Frontend için dosya oluşturun:
+
+```bash
+sudo nano /etc/nginx/sites-available/proje-api
+# Veya
+sudo nano /etc/nginx/sites-available/proje-ui
+```
+
+### B. İçeriği Yapıştır (Sadece HTTP)
+İlk aşamada sadece 80 portunu dinleyen şu bloğu yapıştırın:
+
+```nginx
+server {
+    listen 80;
+    server_name api-proje.bilgich.com; # Domain adını buraya yaz
+
+    location / {
+        proxy_pass http://127.0.0.1:150X; # Uygulamanın dış portu (1502, 1802 vb.)
+        proxy_http_version 1.1;
+        proxy_set_header Upgrade $http_upgrade;
+        proxy_set_header Connection 'upgrade';
+        proxy_set_header Host $host;
+        proxy_cache_bypass $http_upgrade;
+        
+        # Gerçek IP Logları
+        proxy_set_header X-Real-IP $remote_addr;
+        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+    }
+}
+```
+
+### C. Nginx'i Aktif Et
+Dosyayı `sites-enabled` klasörüne linkleyin ve Nginx'i reload edin:
+
+```bash
+sudo ln -s /etc/nginx/sites-available/proje-api /etc/nginx/sites-enabled/
+sudo nginx -t && sudo systemctl reload nginx
+```
+
+### D. SSL Sertifikası Kur (Certbot)
+Bu komut Nginx ayarlarını otomatik güncelleyip 443 portunu açacaktır. Bu adımı yapmazsanız HTTPS girişleri başka projelere yönlenir!
+
+```bash
+sudo certbot --nginx -d api-proje.bilgich.com
+```
+*Soru sorarsa "2" (Redirect) seçeneğini seçin.*
+
+---
+
+## 💡 "Senior" İpuçları & Bakım
+
+### Port Yönetimi (Defteri Kebir)
+Kullandığın portları çakışmaması için mutlaka not et:
+*   **1501:** Digicraft BE
+*   **1502:** YeniProje BE
+*   **1800:** Digicraft UI
+*   **1801:** YeniProje UI
+
+### Disk Temizliği
+Raspberry Pi diski dolmaması için haftalık/aylık temizlik yap:
+```bash
+docker system prune -f
+```
+
+### Log Takibi
+Bir sorun olduğunda ilk buraya bak:
+```bash
+docker logs -f KONTEYNER_ADI
+```
+```

mds/learned_protocols.md

@@ -0,0 +1,65 @@
+# Learned Protocols & Standards
+
+This document serves as the persistent memory of the protocols, standards, and personas learned from the `skript-be` and `skript-ui` repositories.
+
+## 1. Frontend Standards (skript-ui)
+
+### Design & Aesthetics (`frontend-design`)
+- **Anti-AI Slop:** Avoid generic, cookie-cutter "AI" aesthetics (e.g., standard purple gradients, predictable layouts).
+- **Boldness:** Commit to a specific aesthetic direction (Minimalist, Brutalist, Magazine, etc.).
+- **Typography:** Use distinctive fonts; avoid system defaults like Arial/Inter unless intentional.
+- **Micro-interactions:** Prioritize one or two high-impact animations over scattered noise.
+- **Creativity:** Use noise textures, gradient meshes, asymmetry, and overlapping elements.
+
+### Architecture (`senior-frontend` & `nextjs-architecture-expert`)
+- **Next.js App Router:** STRICT adherence to App Router patterns (layouts, error.tsx, loading.tsx).
+- **Server Components (RSC):** Default to Server Components. Use Client Components ('use client') only when interactivity is required.
+- **State Management:** component-first thinking; use Context/Zustand for global state, local state for UI.
+- **Performance:** Aim for sub-3s load times. Use `next/image`, code splitting, and lazy loading.
+- **Tailwind CSS:** Use correctly; avoid long string pollution where possible (use utils/cva).
+
+### Quality Assurance (`senior-qa`)
+- **E2E Testing:** Critical flows must be tested.
+- **Coverage:** High unit test coverage for utilities and complex logic.
+
+## 2. Backend Standards (skript-be)
+
+### Code Quality (`code-reviewer`)
+- **Review:** Verify BEFORE implementing.
+- **Simplicity:** No over-engineering.
+- **Security:** No secrets in code. Input validation is mandatory.
+- **YAGNI:** "You Aren't Gonna Need It" - don't build features "just in case".
+
+### Security (`security-engineer` & `api-security-audit`)
+- **Zero Trust:** Verify every request.
+- **OWASP:** Check against Top 10 (Injection, Broken Auth, etc.).
+- **Data:** Validate all inputs using libraries (e.g., Zod, Joi).
+- **Logging:** Sanitize logs (no PII/secrets).
+
+### Database (`database-optimizer`)
+- **N+1:** Watch out for N+1 queries in loops/ORMs.
+- **Indexing:** Index foreign keys and search columns.
+- **Explain:** Check execution plans for complex queries.
+
+### General Engineering
+- **TypeScript:** Strict mode enabled. No `any`. Use generics and utility types (`typescript-pro`).
+- **Feedback:** "Receive Code Review" protocol – technical correctness > polite agreement. Verify suggestions before applying.
+
+### TypeScript Expertise (`typescript-pro`)
+- **Seniority:** I write *Senior-level* code. This means focusing on maintainability, scalability, and robustness, not just "making it work".
+- **Modern Techniques:** I utilize the latest TypeScript features:
+    - **Advanced Types:** Conditional types, Template Literal Types, Mapped Types.
+    - **Utility Types:** `Pick`, `Omit`, `Partial`, `Readonly`, `ReturnType`, `Parameters`, etc.
+    - **Generics:** Proper constraints (`T extends ...`) and defaults.
+    - **Type Inference:** Leveraging inference where clean, explicit typing where necessary for clarity.
+- **Strictness:**
+    - `noImplicitAny` is law.
+    - Avoid `any` at all costs; use `unknown` with type narrowing/guards if dynamic typing is truly needed.
+    - Strict null checks always on.
+- **Architecture:** Value objects, opaque types, and branded types for domain safety.
+
+## 3. Operational Protocols
+
+- **Agent Persona:** I act as the specific specialist required for the task (e.g., if debugging, I am `debugger`; if designing, I am `frontend-developer`).
+- **Proactiveness:** I do not wait for permission to fix obvious bugs or improve clear performace bottlenecks if they are within scope.
+- **Persistence:** These rules apply to ALL future tasks in this session.

package-lock.json

@@ -1,11 +1,11 @@
 {
-  "name": "skriptAI-be",
+  "name": "bbb",
   "version": "0.0.1",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
-      "name": "skriptAI-be",
+      "name": "bbb",
       "version": "0.0.1",
       "license": "UNLICENSED",
       "dependencies": {
@@ -42,7 +42,7 @@
         "prisma": "^5.22.0",
         "reflect-metadata": "^0.2.2",
         "rxjs": "^7.8.1",
-        "zod": "^4.3.6"
+        "zod": "^4.3.5"
       },
       "devDependencies": {
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       "dev": true,
+      "peer": true,
       "dependencies": {
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       "dev": true,
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+      "peer": true,
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@@ -6144,6 +6157,7 @@
           "url": "https://github.com/sponsors/ai"
         }
       ],
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-      "integrity": "sha512-SQa1Ws6hUbfC98vKGxZH3KFY0Y1lm5Zm0SY8XX9zbK7FJCyVEac3ATW0RIpwzW+oOfmHE5PMPufDG9hCfoEOMw=="
+      "integrity": "sha512-SQa1Ws6hUbfC98vKGxZH3KFY0Y1lm5Zm0SY8XX9zbK7FJCyVEac3ATW0RIpwzW+oOfmHE5PMPufDG9hCfoEOMw==",
+      "peer": true
     },
     "node_modules/class-validator": {
       "version": "0.14.3",
       "resolved": "https://registry.npmjs.org/class-validator/-/class-validator-0.14.3.tgz",
       "integrity": "sha512-rXXekcjofVN1LTOSw+u4u9WXVEUvNBVjORW154q/IdmYWy1nMbOU9aNtZB0t8m+FJQ9q91jlr2f9CwwUFdFMRA==",
+      "peer": true,
       "dependencies": {
         "@types/validator": "^13.15.3",
         "libphonenumber-js": "^1.11.1",
@@ -7175,8 +7194,7 @@
       "version": "2.0.0",
       "resolved": "https://registry.npmjs.org/es-module-lexer/-/es-module-lexer-2.0.0.tgz",
       "integrity": "sha512-5POEcUuZybH7IdmGsD8wlf0AI55wMecM9rVBTI/qEAy2c1kTOm3DjFYjrBdI2K3BaJjJYfYFeRtM0t9ssnRuxw==",
-      "dev": true,
+      "dev": true
-      "peer": true
     },
     "node_modules/es-object-atoms": {
       "version": "1.1.1",
@@ -7235,6 +7253,7 @@
       "resolved": "https://registry.npmjs.org/eslint/-/eslint-9.39.2.tgz",
       "integrity": "sha512-LEyamqS7W5HB3ujJyvi0HQK/dtVINZvd5mAAp9eT5S/ujByGjiZLCzPcHVzuXbpJDJF/cxwHlfceVUDZ2lnSTw==",
       "dev": true,
+      "peer": true,
       "dependencies": {
         "@eslint-community/eslint-utils": "^4.8.0",
         "@eslint-community/regexpp": "^4.12.1",
@@ -7294,6 +7313,7 @@
       "resolved": "https://registry.npmjs.org/eslint-config-prettier/-/eslint-config-prettier-10.1.8.tgz",
       "integrity": "sha512-82GZUjRS0p/jganf6q1rEO25VSoHH0hKPCTrgillPjdI/3bgBhAE1QzHrHTizjpRvy6pGAvKjDJtk2pF9NDq8w==",
       "dev": true,
+      "peer": true,
       "bin": {
         "eslint-config-prettier": "bin/cli.js"
       },
@@ -8654,6 +8674,7 @@
       "resolved": "https://registry.npmjs.org/jest/-/jest-30.2.0.tgz",
       "integrity": "sha512-F26gjC0yWN8uAA5m5Ss8ZQf5nDHWGlN/xWZIh8S5SRbsEKBovwZhxGd6LJlbZYxBgCYOtreSUyb8hpXyGC5O4A==",
       "dev": true,
+      "peer": true,
       "dependencies": {
         "@jest/core": "30.2.0",
         "@jest/types": "30.2.0",
@@ -9497,6 +9518,7 @@
       "version": "5.5.5",
       "resolved": "https://registry.npmjs.org/keyv/-/keyv-5.5.5.tgz",
       "integrity": "sha512-FA5LmZVF1VziNc0bIdCSA1IoSVnDCqE8HJIZZv2/W8YmoAM50+tnUgJR/gQZwEeIMleuIOnRnHA/UaZRNeV4iQ==",
+      "peer": true,
       "dependencies": {
         "@keyv/serialize": "^1.1.1"
       }
@@ -10241,7 +10263,6 @@
       "version": "3.0.0",
       "resolved": "https://registry.npmjs.org/object-hash/-/object-hash-3.0.0.tgz",
       "integrity": "sha512-RSn9F68PjH9HqtltsSnqYC1XXoWe9Bju5+213R98cNGttag9q9yAOTzdbsqvIa7aNm5WffBZFpWYr2aWrklWAw==",
-      "peer": true,
       "engines": {
         "node": ">= 6"
       }
@@ -10425,6 +10446,7 @@
       "version": "0.7.0",
       "resolved": "https://registry.npmjs.org/passport/-/passport-0.7.0.tgz",
       "integrity": "sha512-cPLl+qZpSc+ireUvt+IzqbED1cHHkDoVYMo30jbJIdOOjQ1MQYZBPiNvmi8UM6lJuOpTPXJGZQk0DtC4y61MYQ==",
+      "peer": true,
       "dependencies": {
         "passport-strategy": "1.x.x",
         "pause": "0.0.1",
@@ -10551,6 +10573,7 @@
       "version": "10.1.0",
       "resolved": "https://registry.npmjs.org/pino/-/pino-10.1.0.tgz",
       "integrity": "sha512-0zZC2ygfdqvqK8zJIr1e+wT1T/L+LF6qvqvbzEQ6tiMAoTqEVK9a1K3YRu8HEUvGEvNqZyPJTtb2sNIoTkB83w==",
+      "peer": true,
       "dependencies": {
         "@pinojs/redact": "^0.4.0",
         "atomic-sleep": "^1.0.0",
@@ -10580,6 +10603,7 @@
       "version": "11.0.0",
       "resolved": "https://registry.npmjs.org/pino-http/-/pino-http-11.0.0.tgz",
       "integrity": "sha512-wqg5XIAGRRIWtTk8qPGxkbrfiwEWz1lgedVLvhLALudKXvg1/L2lTFgTGPJ4Z2e3qcRmxoFxDuSdMdMGNM6I1g==",
+      "peer": true,
       "dependencies": {
         "get-caller-file": "^2.0.5",
         "pino": "^10.0.0",
@@ -10733,6 +10757,7 @@
       "resolved": "https://registry.npmjs.org/prettier/-/prettier-3.7.4.tgz",
       "integrity": "sha512-v6UNi1+3hSlVvv8fSaoUbggEM5VErKmmpGA7Pl3HF8V6uKY7rvClBOJlH6yNwQtfTueNkGVpOv/mtWL9L4bgRA==",
       "dev": true,
+      "peer": true,
       "bin": {
         "prettier": "bin/prettier.cjs"
       },
@@ -10786,6 +10811,7 @@
       "resolved": "https://registry.npmjs.org/prisma/-/prisma-5.22.0.tgz",
       "integrity": "sha512-vtpjW3XuYCSnMsNVBjLMNkTj6OZbudcPPTPYHqX0CJfpcdWciI1dM8uHETwmDxxiqEwCIE6WvXucWUetJgfu/A==",
       "hasInstallScript": true,
+      "peer": true,
       "dependencies": {
         "@prisma/engines": "5.22.0"
       },
@@ -11850,6 +11876,7 @@
       "resolved": "https://registry.npmjs.org/ajv/-/ajv-8.17.1.tgz",
       "integrity": "sha512-B/gBuNg5SiMTrPkC+A2+cW0RszwxYmn6VYxB/inlBStS5nx6xHIt/ehKRhIMhqusl7a8LjQoZnjCs5vhwxOQ1g==",
       "dev": true,
+      "peer": true,
       "dependencies": {
         "fast-deep-equal": "^3.1.3",
         "fast-uri": "^3.0.1",
@@ -12164,6 +12191,7 @@
       "resolved": "https://registry.npmjs.org/ts-node/-/ts-node-10.9.2.tgz",
       "integrity": "sha512-f0FFpIdcHgn8zcPSbf1dRevwt047YMnaiJM3u2w2RewrB+fob/zePZcrOyQoLMMO7aBIddLcQIEK5dYjkLnGrQ==",
       "dev": true,
+      "peer": true,
       "dependencies": {
         "@cspotcode/source-map-support": "^0.8.0",
         "@tsconfig/node10": "^1.0.7",
@@ -12301,6 +12329,7 @@
       "resolved": "https://registry.npmjs.org/typescript/-/typescript-5.9.3.tgz",
       "integrity": "sha512-jl1vZzPDinLr9eUt3J/t7V6FgNEw9QjvBPdysz9KfQDD41fQrC2Y4vKQdiaUpFT4bXlb1RHhLpp8wtm6M5TgSw==",
       "dev": true,
+      "peer": true,
       "bin": {
         "tsc": "bin/tsc",
         "tsserver": "bin/tsserver"
@@ -12639,7 +12668,6 @@
       "resolved": "https://registry.npmjs.org/ajv-formats/-/ajv-formats-2.1.1.tgz",
       "integrity": "sha512-Wx0Kx52hxE7C18hkMEggYlEifqWZtYaRgouJor+WMdPnQyEK13vgEWyVNup7SoeeoLMsr4kf5h6dOW11I15MUA==",
       "dev": true,
-      "peer": true,
       "dependencies": {
         "ajv": "^8.0.0"
       },
@@ -12657,7 +12685,6 @@
       "resolved": "https://registry.npmjs.org/ajv-keywords/-/ajv-keywords-5.1.0.tgz",
       "integrity": "sha512-YCS/JNFAUyr5vAuhk1DWm1CBxRHW9LbJ2ozWeemrIqpbsqKjHVxYPyi5GC0rjZIT5JxJ3virVTS8wk4i/Z+krw==",
       "dev": true,
-      "peer": true,
       "dependencies": {
         "fast-deep-equal": "^3.1.3"
       },
@@ -12670,7 +12697,6 @@
       "resolved": "https://registry.npmjs.org/eslint-scope/-/eslint-scope-5.1.1.tgz",
       "integrity": "sha512-2NxwbF/hZ0KpepYN0cNbo+FN6XoK7GaHlQhgx/hIZl6Va0bF45RQOOwhLIy8lQDbuCiadSLCBnH2CFYquit5bw==",
       "dev": true,
-      "peer": true,
       "dependencies": {
         "esrecurse": "^4.3.0",
         "estraverse": "^4.1.1"
@@ -12684,7 +12710,6 @@
       "resolved": "https://registry.npmjs.org/estraverse/-/estraverse-4.3.0.tgz",
       "integrity": "sha512-39nnKffWz8xN1BU/2c79n9nB9HDzo0niYUqx6xyqUnyoAnQyyWpOTdZEeiCch8BBu515t4wp9ZmgVfVhn9EBpw==",
       "dev": true,
-      "peer": true,
       "engines": {
         "node": ">=4.0"
       }
@@ -12693,15 +12718,13 @@
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/json-schema-traverse/-/json-schema-traverse-1.0.0.tgz",
       "integrity": "sha512-NM8/P9n3XjXhIZn1lLhkFaACTOURQXjWhV4BA/RnOv8xvgqtqpAX9IO4mRQxSx1Rlo4tqzeqb0sOlruaOy3dug==",
-      "dev": true,
+      "dev": true
-      "peer": true
     },
     "node_modules/webpack/node_modules/mime-db": {
       "version": "1.52.0",
       "resolved": "https://registry.npmjs.org/mime-db/-/mime-db-1.52.0.tgz",
       "integrity": "sha512-sPU4uV7dYlvtWJxwwxHD0PuihVNiE7TyAbQ5SWxDCB9mUYvOgroQOwYQQOKPJ8CIbE+1ETVlOoK1UC2nU3gYvg==",
       "dev": true,
-      "peer": true,
       "engines": {
         "node": ">= 0.6"
       }
@@ -12711,7 +12734,6 @@
       "resolved": "https://registry.npmjs.org/mime-types/-/mime-types-2.1.35.tgz",
       "integrity": "sha512-ZDY+bPm5zTTF+YpCrAU9nK0UgICYPT0QtT1NZWFv4s++TNkcgVaT0g6+4R2uI4MjQjzysHB1zxuWL50hzaeXiw==",
       "dev": true,
-      "peer": true,
       "dependencies": {
         "mime-db": "1.52.0"
       },
@@ -12724,7 +12746,6 @@
       "resolved": "https://registry.npmjs.org/schema-utils/-/schema-utils-4.3.3.tgz",
       "integrity": "sha512-eflK8wEtyOE6+hsaRVPxvUKYCpRgzLqDTb8krvAsRIwOGlHoSgYLgBXoubGgLd2fT41/OUYdb48v4k4WWHQurA==",
       "dev": true,
-      "peer": true,
       "dependencies": {
         "@types/json-schema": "^7.0.9",
         "ajv": "^8.9.0",
@@ -12932,10 +12953,9 @@
       }
     },
     "node_modules/zod": {
-      "version": "4.3.6",
+      "version": "4.3.5",
-      "resolved": "https://registry.npmjs.org/zod/-/zod-4.3.6.tgz",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-4.3.5.tgz",
-      "integrity": "sha512-rftlrkhHZOcjDwkGlnUtZZkvaPHCsDATp4pGpuOOMDaTdDDXF91wuVDJoWoPsKX/3YPQ5fHuF3STjcYyKr+Qhg==",
+      "integrity": "sha512-k7Nwx6vuWx1IJ9Bjuf4Zt1PEllcwe7cls3VNzm4CQ1/hgtFUK2bRNG3rvnpPUhFjmqJKAKtjV576KnUkHocg/g==",
-      "license": "MIT",
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
       }

package.json

@@ -1,5 +1,5 @@
 {
-  "name": "skriptAI-be",
+  "name": "bbb",
   "version": "0.0.1",
   "description": "Generated by Antigravity CLI",
   "private": true,
@@ -52,7 +52,7 @@
     "prisma": "^5.22.0",
     "reflect-metadata": "^0.2.2",
     "rxjs": "^7.8.1",
-    "zod": "^4.3.6"
+    "zod": "^4.3.5"
   },
   "devDependencies": {
     "@eslint/eslintrc": "^3.2.0",

prisma/schema.prisma

@@ -25,7 +25,6 @@ model User {
   // Relations
   roles         UserRole[]
   refreshTokens RefreshToken[]
-  projects      ScriptProject[]
   
   // Multi-tenancy (optional)
   tenantId      String?
@@ -161,193 +160,3 @@ model Translation {
   @@index([locale])
   @@index([namespace])
 }
-
-// ============================================
-// SkriptAI Models
-// ============================================
-
-model ScriptProject {
-  id              String   @id @default(uuid())
-  userId          String?
-  topic           String
-  contentType     String   // ContentFormat enum value
-  targetAudience  String[] // Array of TargetAudience values
-  speechStyle     String[] // Array of SpeechStyle values
-  targetDuration  String
-  userNotes       String?  @db.Text
-  tone            String?
-  language        String   @default("tr")
-  logline         String?  @db.Text
-  highConcept     String?  @db.Text
-  includeInterviews Boolean @default(false)
-  
-  // Project Status
-  status          String   @default("DRAFT") // DRAFT, RESEARCHING, SCRIPTING, ANALYZING, COMPLETED
-  currentVersionNumber Int @default(0)
-  
-  // SEO Data (stored as JSON)
-  seoTitle        String?
-  seoDescription  String?  @db.Text
-  seoTags         String[]
-  thumbnailIdeas  String[]
-  
-  // Analysis Results (stored as JSON)
-  neuroAnalysis   Json?
-  youtubeAudit    Json?
-  postProduction  Json?
-  commercialBrief Json?
-  
-  // Timestamps & Soft Delete
-  createdAt       DateTime  @default(now())
-  updatedAt       DateTime  @updatedAt
-  deletedAt       DateTime?
-  
-  // Relations
-  user            User?     @relation(fields: [userId], references: [id])
-  segments        ScriptSegment[]
-  sources         ResearchSource[]
-  characters      CharacterProfile[]
-  briefItems      BriefItem[]
-  visualAssets    VisualAsset[]
-  versions        ScriptVersion[]
-
-  @@index([userId])
-  @@index([topic])
-  @@index([status])
-}
-
-model ScriptSegment {
-  id                String   @id @default(uuid())
-  projectId         String
-  segmentType       String   // Hook, Intro, Body, Ad/Sponsor, CTA, Outro, Scene, Dialogue, Section, Headline
-  timeStart         String
-  duration          String
-  visualDescription String?  @db.Text
-  narratorScript    String?  @db.Text
-  editorNotes       String?  @db.Text
-  generalNotes      String?  @db.Text
-  audioCues         String?
-  onScreenText      String?
-  stockQuery        String?
-  videoPrompt       String?  @db.Text
-  imagePrompt       String?  @db.Text
-  citationIndexes   Int[]
-  generatedImageUrl String?
-  sortOrder         Int      @default(0)
-  
-  // Timestamps
-  createdAt         DateTime @default(now())
-  updatedAt         DateTime @updatedAt
-  
-  // Relations
-  project           ScriptProject @relation(fields: [projectId], references: [id], onDelete: Cascade)
-
-  @@index([projectId])
-  @@index([sortOrder])
-}
-
-model ResearchSource {
-  id        String   @id @default(uuid())
-  projectId String
-  title     String
-  url       String
-  snippet   String?  @db.Text
-  type      String   // article, video, interview, academic, book, document
-  selected  Boolean  @default(true)
-  isNew     Boolean  @default(false)
-  
-  // Timestamps
-  createdAt DateTime @default(now())
-  updatedAt DateTime @updatedAt
-  
-  // Relations
-  project   ScriptProject @relation(fields: [projectId], references: [id], onDelete: Cascade)
-
-  @@index([projectId])
-}
-
-model CharacterProfile {
-  id          String   @id @default(uuid())
-  projectId   String
-  name        String
-  role        String   // Protagonist, Antagonist, Guide/Mentor, Sidekick, Narrator
-  values      String?  @db.Text
-  traits      String?  @db.Text
-  mannerisms  String?  @db.Text
-  
-  // Timestamps
-  createdAt   DateTime @default(now())
-  updatedAt   DateTime @updatedAt
-  
-  // Relations
-  project     ScriptProject @relation(fields: [projectId], references: [id], onDelete: Cascade)
-
-  @@index([projectId])
-}
-
-model BriefItem {
-  id        String   @id @default(uuid())
-  projectId String
-  question  String   @db.Text
-  answer    String   @db.Text
-  sortOrder Int      @default(0)
-  
-  // Timestamps
-  createdAt DateTime @default(now())
-  updatedAt DateTime @updatedAt
-  
-  // Relations
-  project   ScriptProject @relation(fields: [projectId], references: [id], onDelete: Cascade)
-
-  @@index([projectId])
-}
-
-model VisualAsset {
-  id        String   @id @default(uuid())
-  projectId String
-  url       String
-  desc      String?
-  selected  Boolean  @default(true)
-  
-  // Timestamps
-  createdAt DateTime @default(now())
-  updatedAt DateTime @updatedAt
-  
-  // Relations
-  project   ScriptProject @relation(fields: [projectId], references: [id], onDelete: Cascade)
-
-  @@index([projectId])
-}
-
-// ============================================
-// Version History
-// ============================================
-
-model ScriptVersion {
-  id              String   @id @default(uuid())
-  projectId       String
-  versionNumber   Int
-  label           String?  // User-defined label, e.g. "Final Draft", "Before Rewrite"
-  generatedBy     String   @default("AI") // AI | USER | AUTO_SAVE
-  
-  // Snapshot data: complete segments at this point in time
-  snapshotData    Json     // Array of segment objects
-  
-  // Optional: SEO snapshot
-  seoSnapshot     Json?    // { seoTitle, seoDescription, seoTags, thumbnailIdeas }
-  
-  // Metadata
-  segmentCount    Int      @default(0)
-  totalWords      Int      @default(0)
-  changeNote      String?  @db.Text // What changed in this version
-  
-  // Timestamps
-  createdAt       DateTime @default(now())
-  
-  // Relations
-  project         ScriptProject @relation(fields: [projectId], references: [id], onDelete: Cascade)
-
-  @@unique([projectId, versionNumber])
-  @@index([projectId])
-  @@index([createdAt])
-}

skriptai.conf

@@ -1,32 +0,0 @@
-upstream skriptai_backend {
-    server 127.0.0.1:3000;
-}
-
-upstream skriptai_frontend {
-    server 127.0.0.1:3001;
-}
-
-server {
-    listen 80;
-    server_name skript.bilgich.com 192.168.1.199;
-
-    # Frontend (Root)
-    location / {
-        proxy_pass http://skriptai_frontend;
-        proxy_http_version 1.1;
-        proxy_set_header Upgrade $http_upgrade;
-        proxy_set_header Connection 'upgrade';
-        proxy_set_header Host $host;
-        proxy_cache_bypass $http_upgrade;
-    }
-
-    # Backend API
-    location /api {
-        proxy_pass http://skriptai_backend;
-        proxy_http_version 1.1;
-        proxy_set_header Host $host;
-        proxy_set_header X-Real-IP $remote_addr;
-        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
-        proxy_set_header X-Forwarded-Proto $scheme;
-    }
-}

skriptai_catchall.conf

@@ -1,32 +0,0 @@
-upstream skriptai_backend {
-    server 127.0.0.1:3000;
-}
-
-upstream skriptai_frontend {
-    server 127.0.0.1:3001;
-}
-
-server {
-    listen 80 default_server;
-    server_name _;
-
-    # Frontend
-    location / {
-        proxy_pass http://skriptai_frontend;
-        proxy_http_version 1.1;
-        proxy_set_header Upgrade $http_upgrade;
-        proxy_set_header Connection 'upgrade';
-        proxy_set_header Host $host;
-        proxy_cache_bypass $http_upgrade;
-    }
-
-    # Backend API
-    location /api {
-        proxy_pass http://skriptai_backend;
-        proxy_http_version 1.1;
-        proxy_set_header Host $host;
-        proxy_set_header X-Real-IP $remote_addr;
-        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
-        proxy_set_header X-Forwarded-Proto $scheme;
-    }
-}

skriptai_vite.conf

@@ -1,24 +0,0 @@
-upstream skriptai_backend {
-    server 127.0.0.1:3000;
-}
-
-server {
-    listen 80;
-    server_name skript.bilgich.com 192.168.1.199;
-
-    root /var/www/skriptai;
-    index index.html;
-
-    location / {
-        try_files $uri $uri/ /index.html;
-    }
-
-    location /api {
-        proxy_pass http://skriptai_backend;
-        proxy_http_version 1.1;
-        proxy_set_header Host $host;
-        proxy_set_header X-Real-IP $remote_addr;
-        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
-        proxy_set_header X-Forwarded-Proto $scheme;
-    }
-}

src/app.module.ts

@@ -39,7 +39,6 @@ import { UsersModule } from './modules/users/users.module';
 import { AdminModule } from './modules/admin/admin.module';
 import { HealthModule } from './modules/health/health.module';
 import { GeminiModule } from './modules/gemini/gemini.module';
-import { SkriptaiModule } from './modules/skriptai/skriptai.module';
 
 // Guards
 import {
@@ -160,7 +159,6 @@ import {
 
     // Optional Modules (controlled by env variables)
     GeminiModule,
-    SkriptaiModule,
     HealthModule,
   ],
   providers: [

src/common/filters/global-exception.filter.ts

@@ -80,7 +80,7 @@ export class GlobalExceptionFilter implements ExceptionFilter {
           });
           // Only update if translation exists (key is different from result)
           if (translatedMessage !== `errors.${message}`) {
-            message = translatedMessage;
+            message = translatedMessage as string;
           }
         }
       } catch {

src/config/env.validation.ts

@@ -24,7 +24,7 @@ export const envSchema = z.object({
 
   // JWT
   JWT_SECRET: z.string().min(32),
-  JWT_ACCESS_EXPIRATION: z.string().default('24h'),
+  JWT_ACCESS_EXPIRATION: z.string().default('15m'),
   JWT_REFRESH_EXPIRATION: z.string().default('7d'),
 
   // Redis

src/i18n/en/skriptai.json

@@ -1,18 +0,0 @@
-{
-    "PROJECT_CREATED": "Project created successfully",
-    "PROJECT_UPDATED": "Project updated",
-    "PROJECT_DELETED": "Project deleted",
-    "PROJECT_DUPLICATED": "Project duplicated",
-    "SCRIPT_GENERATED": "Script generated successfully",
-    "SCRIPT_REWRITTEN": "Segment rewritten",
-    "RESEARCH_COMPLETE": "Research completed",
-    "SOURCES_ADDED": "Sources added",
-    "BRIEF_UPDATED": "Brief updated",
-    "CHARACTERS_GENERATED": "Characters generated",
-    "LOGLINE_GENERATED": "Logline and high concept generated",
-    "NEURO_ANALYSIS_COMPLETE": "Neuro marketing analysis completed",
-    "YOUTUBE_AUDIT_COMPLETE": "YouTube audit completed",
-    "COMMERCIAL_BRIEF_READY": "Commercial brief ready",
-    "EXPORT_READY": "Export ready",
-    "VISUAL_ASSETS_GENERATED": "Visual assets generated"
-}

src/i18n/tr/skriptai.json

@@ -1,18 +0,0 @@
-{
-    "PROJECT_CREATED": "Proje başarıyla oluşturuldu",
-    "PROJECT_UPDATED": "Proje güncellendi",
-    "PROJECT_DELETED": "Proje silindi",
-    "PROJECT_DUPLICATED": "Proje kopyalandı",
-    "SCRIPT_GENERATED": "Script başarıyla oluşturuldu",
-    "SCRIPT_REWRITTEN": "Segment yeniden yazıldı",
-    "RESEARCH_COMPLETE": "Araştırma tamamlandı",
-    "SOURCES_ADDED": "Kaynaklar eklendi",
-    "BRIEF_UPDATED": "Brief güncellendi",
-    "CHARACTERS_GENERATED": "Karakterler oluşturuldu",
-    "LOGLINE_GENERATED": "Logline ve high concept oluşturuldu",
-    "NEURO_ANALYSIS_COMPLETE": "Nöro pazarlama analizi tamamlandı",
-    "YOUTUBE_AUDIT_COMPLETE": "YouTube denetimi tamamlandı",
-    "COMMERCIAL_BRIEF_READY": "Ticari brief hazır",
-    "EXPORT_READY": "Dışa aktarım hazır",
-    "VISUAL_ASSETS_GENERATED": "Görsel varlıklar oluşturuldu"
-}

src/main.ts

@@ -18,7 +18,10 @@ async function bootstrap() {
   app.useGlobalInterceptors(new LoggerErrorInterceptor());
 
   // Security Headers
-  app.use(helmet());
+  app.use(helmet({
+    contentSecurityPolicy: false,
+    crossOriginEmbedderPolicy: false,
+  }));
 
   // Graceful Shutdown (Prisma & Docker)
   app.enableShutdownHooks();

src/modules/gemini/gemini.service.ts

@@ -1,18 +1,12 @@
 import { Injectable, OnModuleInit, Logger } from '@nestjs/common';
 import { ConfigService } from '@nestjs/config';
 import { GoogleGenAI } from '@google/genai';
-import { ZodSchema, ZodError } from 'zod';
-
-// ============================================
-// Types & Interfaces
-// ============================================
 
 export interface GeminiGenerateOptions {
   model?: string;
   systemPrompt?: string;
   temperature?: number;
   maxTokens?: number;
-  tools?: any[];
 }
 
 export interface GeminiChatMessage {
@@ -20,72 +14,30 @@ export interface GeminiChatMessage {
   content: string;
 }
 
-export interface GeminiJSONOptions<T = any> extends GeminiGenerateOptions {
-  /** Zod schema for runtime validation of the AI response */
-  zodSchema?: ZodSchema<T>;
-  /** Max retry attempts for JSON generation (default: 3) */
-  maxRetries?: number;
-}
-
 /**
- * Error types for Gemini API failures
+ * Gemini AI Service
- */
-export enum GeminiErrorType {
-  RATE_LIMIT = 'RATE_LIMIT',
-  QUOTA_EXCEEDED = 'QUOTA_EXCEEDED',
-  SAFETY_BLOCKED = 'SAFETY_BLOCKED',
-  INVALID_RESPONSE = 'INVALID_RESPONSE',
-  JSON_PARSE_FAILED = 'JSON_PARSE_FAILED',
-  TIMEOUT = 'TIMEOUT',
-  UNAVAILABLE = 'UNAVAILABLE',
-  UNKNOWN = 'UNKNOWN',
-}
-
-/**
- * Custom exception for Gemini AI errors with rich context
- */
-export class GeminiException extends Error {
-  constructor(
-    message: string,
-    public readonly type: GeminiErrorType,
-    public readonly originalError?: any,
-    public readonly retryable: boolean = false,
-  ) {
-    super(message);
-    this.name = 'GeminiException';
-  }
-}
-
-// ============================================
-// Service
-// ============================================
-
-/**
- * Gemini AI Service — Enhanced with Retry, JSON Recovery & Validation
  *
- * Provides AI-powered text/JSON/image generation using Google Gemini API.
+ * Provides AI-powered text generation using Google Gemini API.
  * This service is globally available when ENABLE_GEMINI=true.
  *
- * Key improvements over v1:
- * - responseMimeType: "application/json" for native JSON output
- * - Exponential backoff retry (up to 3 attempts)
- * - Multi-strategy JSON extraction & recovery
- * - Optional Zod schema validation
- * - Typed GeminiException with error classification
- * - AI usage metrics logging
- *
  * @example
  * ```typescript
  * // Simple text generation
  * const response = await geminiService.generateText('Write a poem about coding');
  *
- * // JSON generation with Zod validation
+ * // With options
- * import { z } from 'zod';
+ * const response = await geminiService.generateText('Translate to Turkish', {
- * const schema = z.object({ title: z.string(), score: z.number() });
+ *   temperature: 0.7,
- * const result = await geminiService.generateJSON(
+ *   systemPrompt: 'You are a professional translator',
- *   'Analyze this script', '{ title, score }',
+ * });
- *   { zodSchema: schema }
+ *
- * );
+ * // Chat conversation
+ * const messages = [
+ *   { role: 'user', content: 'Hello!' },
+ *   { role: 'model', content: 'Hi there!' },
+ *   { role: 'user', content: 'What is 2+2?' },
+ * ];
+ * const response = await geminiService.chat(messages);
  * ```
  */
 @Injectable()
@@ -134,10 +86,6 @@ export class GeminiService implements OnModuleInit {
     return this.isEnabled && this.client !== null;
   }
 
-  // ============================================
-  // Text Generation
-  // ============================================
-
   /**
    * Generate text content from a prompt
    *
@@ -149,10 +97,11 @@ export class GeminiService implements OnModuleInit {
     prompt: string,
     options: GeminiGenerateOptions = {},
   ): Promise<{ text: string; usage?: any }> {
-    this.ensureAvailable();
+    if (!this.isAvailable()) {
+      throw new Error('Gemini AI is not available. Check your configuration.');
+    }
 
     const model = options.model || this.defaultModel;
-    const startTime = Date.now();
 
     try {
       const contents: any[] = [];
@@ -180,31 +129,19 @@ export class GeminiService implements OnModuleInit {
         config: {
           temperature: options.temperature,
           maxOutputTokens: options.maxTokens,
-          tools: options.tools,
         },
       });
 
-      const durationMs = Date.now() - startTime;
-      this.logUsage('generateText', model, response.usageMetadata, durationMs);
-
       return {
         text: (response.text || '').trim(),
         usage: response.usageMetadata,
       };
     } catch (error) {
-      const durationMs = Date.now() - startTime;
+      this.logger.error('Gemini generation failed', error);
-      this.logger.error(
+      throw error;
-        `Gemini generation failed after ${durationMs}ms`,
-        error,
-      );
-      throw this.classifyError(error);
     }
   }
 
-  // ============================================
-  // Chat
-  // ============================================
-
   /**
    * Have a multi-turn chat conversation
    *
@@ -216,10 +153,11 @@ export class GeminiService implements OnModuleInit {
     messages: GeminiChatMessage[],
     options: GeminiGenerateOptions = {},
   ): Promise<{ text: string; usage?: any }> {
-    this.ensureAvailable();
+    if (!this.isAvailable()) {
+      throw new Error('Gemini AI is not available. Check your configuration.');
+    }
 
     const model = options.model || this.defaultModel;
-    const startTime = Date.now();
 
     try {
       const contents = messages.map((msg) => ({
@@ -250,406 +188,53 @@ export class GeminiService implements OnModuleInit {
         },
       });
 
-      const durationMs = Date.now() - startTime;
-      this.logUsage('chat', model, response.usageMetadata, durationMs);
-
       return {
         text: (response.text || '').trim(),
         usage: response.usageMetadata,
       };
     } catch (error) {
       this.logger.error('Gemini chat failed', error);
-      throw this.classifyError(error);
+      throw error;
     }
   }
 
-  // ============================================
-  // JSON Generation (Enhanced)
-  // ============================================
-
   /**
-   * Generate structured JSON output with retry, recovery, and optional Zod validation.
+   * Generate structured JSON output
-   *
-   * Strategy:
-   * 1. First attempt uses `responseMimeType: "application/json"` for native JSON
-   * 2. If that fails, falls back to prompt-based JSON with multi-strategy extraction
-   * 3. Up to `maxRetries` attempts with exponential backoff
-   * 4. Optional Zod schema validation on the parsed result
    *
    * @param prompt - The prompt describing what JSON to generate
-   * @param schema - JSON schema description for the expected output (human readable)
+   * @param schema - JSON schema description for the expected output
-   * @param options - Optional configuration including zodSchema and maxRetries
+   * @param options - Optional configuration for the generation
-   * @returns Parsed and optionally validated JSON object
+   * @returns Parsed JSON object
    */
   async generateJSON<T = any>(
     prompt: string,
     schema: string,
-    options: GeminiJSONOptions<T> = {},
+    options: GeminiGenerateOptions = {},
   ): Promise<{ data: T; usage?: any }> {
-    this.ensureAvailable();
+    const fullPrompt = `${prompt}
-
-    const maxRetries = options.maxRetries ?? 3;
-    const model = options.model || this.defaultModel;
-    let lastError: Error | null = null;
-    let lastUsage: any = undefined;
-
-    for (let attempt = 1; attempt <= maxRetries; attempt++) {
-      const startTime = Date.now();
-
-      try {
-        // Build the full prompt
-        const fullPrompt = `${prompt}
 
 Output the result as valid JSON that matches this schema:
 ${schema}
 
 IMPORTANT: Only output valid JSON, no markdown code blocks or other text.`;
 
-        const contents: any[] = [];
+    const response = await this.generateText(fullPrompt, options);
-
-        if (options.systemPrompt) {
-          contents.push({
-            role: 'user',
-            parts: [{ text: options.systemPrompt }],
-          });
-          contents.push({
-            role: 'model',
-            parts: [
-              { text: 'Understood. I will follow these instructions.' },
-            ],
-          });
-        }
-
-        contents.push({
-          role: 'user',
-          parts: [{ text: fullPrompt }],
-        });
-
-        // Configure responseMimeType for native JSON (only when no tools — tools don't support it)
-        const config: any = {
-          temperature: options.temperature,
-          maxOutputTokens: options.maxTokens,
-        };
-
-        if (!options.tools || options.tools.length === 0) {
-          config.responseMimeType = 'application/json';
-        }
-
-        if (options.tools) {
-          config.tools = options.tools;
-        }
-
-        const response = await this.client!.models.generateContent({
-          model,
-          contents,
-          config,
-        });
-
-        const durationMs = Date.now() - startTime;
-        lastUsage = response.usageMetadata;
-        this.logUsage(
-          `generateJSON (attempt ${attempt}/${maxRetries})`,
-          model,
-          response.usageMetadata,
-          durationMs,
-        );
-
-        const rawText = (response.text || '').trim();
-
-        // Try to extract and parse JSON
-        const jsonStr = this.extractJSON(rawText);
-        const data = JSON.parse(jsonStr) as T;
-
-        // Validate with Zod schema if provided
-        if (options.zodSchema) {
-          const validated = options.zodSchema.parse(data);
-          return { data: validated as T, usage: lastUsage };
-        }
-
-        return { data, usage: lastUsage };
-      } catch (error) {
-        lastError = error as Error;
-
-        const isParseError =
-          error instanceof SyntaxError ||
-          (error instanceof ZodError) ||
-          (error instanceof Error &&
-            error.message.includes('Failed to extract JSON'));
-
-        const isRetryable = isParseError || this.isRetryableError(error);
-
-        if (isRetryable && attempt < maxRetries) {
-          const backoffMs = Math.min(1000 * Math.pow(2, attempt - 1), 8000);
-          this.logger.warn(
-            `JSON generation attempt ${attempt}/${maxRetries} failed (${error instanceof Error ? error.message : 'unknown'}). Retrying in ${backoffMs}ms...`,
-          );
-          await this.sleep(backoffMs);
-          continue;
-        }
-
-        // Log failure details
-        if (error instanceof ZodError) {
-          this.logger.error(
-            `Zod validation failed after ${attempt} attempts: ${error.issues.map((e) => `${e.path.join('.')}: ${e.message}`).join(', ')}`,
-          );
-        }
-      }
-    }
-
-    // All retries exhausted
-    throw new GeminiException(
-      `Failed to generate valid JSON after ${maxRetries} attempts: ${lastError?.message}`,
-      GeminiErrorType.JSON_PARSE_FAILED,
-      lastError,
-      false,
-    );
-  }
-
-  // ============================================
-  // Image Generation
-  // ============================================
-
-  /**
-   * Generate an image using Google Imagen (Nano Banana)
-   *
-   * @param prompt - Image description
-   * @returns Base64 encoded image data URI
-   */
-  async generateImage(prompt: string): Promise<string> {
-    this.ensureAvailable();
-
-    const startTime = Date.now();
 
     try {
-      // Use Imagen 3.0 (Nano Banana Pro)
+      // Try to extract JSON from the response
-      const model = 'imagen-3.0-generate-001';
+      let jsonStr = response.text;
 
-      const response = (await this.client!.models.generateImages({
+      // Remove potential markdown code blocks
-        model,
+      const jsonMatch = jsonStr.match(/```(?:json)?\s*([\s\S]*?)```/);
-        prompt,
+      if (jsonMatch) {
-        config: {
+        jsonStr = jsonMatch[1].trim();
-          numberOfImages: 1,
-          aspectRatio: '16:9',
-        },
-      })) as any;
-
-      const durationMs = Date.now() - startTime;
-      this.logger.log(
-        `Image generated in ${durationMs}ms (model: ${model})`,
-      );
-
-      if (
-        response.images &&
-        response.images.length > 0 &&
-        response.images[0].image
-      ) {
-        // Return as Data URI
-        return `data:image/png;base64,${response.images[0].image}`;
       }
 
-      throw new GeminiException(
+      const data = JSON.parse(jsonStr) as T;
-        'No image returned from Gemini',
+      return { data, usage: response.usage };
-        GeminiErrorType.INVALID_RESPONSE,
-      );
     } catch (error) {
-      if (error instanceof GeminiException) throw error;
+      this.logger.error('Failed to parse JSON response', error);
-      this.logger.error('Gemini image generation failed', error);
+      throw new Error('Failed to parse AI response as JSON');
-      throw this.classifyError(error);
     }
   }
-
-  // ============================================
-  // Private Helpers
-  // ============================================
-
-  /**
-   * Ensure Gemini client is available, throw typed exception if not
-   */
-  private ensureAvailable(): void {
-    if (!this.isAvailable()) {
-      throw new GeminiException(
-        'Gemini AI is not available. Check your configuration.',
-        GeminiErrorType.UNAVAILABLE,
-      );
-    }
-  }
-
-  /**
-   * Extract JSON from a raw AI response using multiple strategies:
-   * 1. Direct parse (cleanest case)
-   * 2. Strip markdown code blocks
-   * 3. Find first { or [ and match to closing bracket
-   * 4. Remove trailing commas and retry
-   */
-  private extractJSON(raw: string): string {
-    // Strategy 1: Direct parse attempt
-    try {
-      JSON.parse(raw);
-      return raw;
-    } catch {
-      // Continue to next strategy
-    }
-
-    // Strategy 2: Strip markdown code blocks (```json ... ``` or ``` ... ```)
-    const codeBlockMatch = raw.match(/```(?:json)?\s*([\s\S]*?)```/);
-    if (codeBlockMatch) {
-      const extracted = codeBlockMatch[1].trim();
-      try {
-        JSON.parse(extracted);
-        return extracted;
-      } catch {
-        // Continue with the extracted content for further cleaning
-        raw = extracted;
-      }
-    }
-
-    // Strategy 3: Find the first { or [ and match to the last } or ]
-    const objectStart = raw.indexOf('{');
-    const arrayStart = raw.indexOf('[');
-
-    let start = -1;
-    let endChar = '';
-
-    if (objectStart >= 0 && (arrayStart < 0 || objectStart < arrayStart)) {
-      start = objectStart;
-      endChar = '}';
-    } else if (arrayStart >= 0) {
-      start = arrayStart;
-      endChar = ']';
-    }
-
-    if (start >= 0) {
-      const end = raw.lastIndexOf(endChar);
-      if (end > start) {
-        const candidate = raw.substring(start, end + 1);
-        try {
-          JSON.parse(candidate);
-          return candidate;
-        } catch {
-          // Strategy 4: Remove trailing commas and retry
-          const cleaned = candidate
-            .replace(/,\s*([\]}])/g, '$1') // Remove trailing commas
-            .replace(/'/g, '"') // Replace single quotes with double quotes
-            .replace(/(\w+)\s*:/g, '"$1":') // Quote unquoted keys
-            .replace(/""(\w+)""/g, '"$1"'); // Fix double-quoted keys
-
-          try {
-            JSON.parse(cleaned);
-            return cleaned;
-          } catch {
-            // Last resort: return the candidate anyway, caller will handle error
-          }
-        }
-      }
-    }
-
-    throw new Error(
-      `Failed to extract JSON from AI response (length: ${raw.length})`,
-    );
-  }
-
-  /**
-   * Classify an error into a typed GeminiException
-   */
-  private classifyError(error: any): GeminiException {
-    if (error instanceof GeminiException) return error;
-
-    const message = error?.message || String(error);
-    const status = error?.status || error?.statusCode;
-
-    // Rate limiting
-    if (status === 429 || message.includes('429') || message.includes('RATE_LIMIT') || message.includes('rate limit')) {
-      return new GeminiException(
-        'Gemini API rate limit exceeded. Please wait before retrying.',
-        GeminiErrorType.RATE_LIMIT,
-        error,
-        true,
-      );
-    }
-
-    // Quota
-    if (message.includes('QUOTA') || message.includes('quota') || status === 403) {
-      return new GeminiException(
-        'Gemini API quota exceeded.',
-        GeminiErrorType.QUOTA_EXCEEDED,
-        error,
-        false,
-      );
-    }
-
-    // Safety
-    if (message.includes('SAFETY') || message.includes('safety') || message.includes('blocked')) {
-      return new GeminiException(
-        'Content was blocked by safety filters. Try rephrasing the prompt.',
-        GeminiErrorType.SAFETY_BLOCKED,
-        error,
-        false,
-      );
-    }
-
-    // Timeout
-    if (message.includes('TIMEOUT') || message.includes('timeout') || message.includes('DEADLINE_EXCEEDED')) {
-      return new GeminiException(
-        'Gemini API request timed out.',
-        GeminiErrorType.TIMEOUT,
-        error,
-        true,
-      );
-    }
-
-    // Generic
-    return new GeminiException(
-      `Gemini API error: ${message}`,
-      GeminiErrorType.UNKNOWN,
-      error,
-      true,
-    );
-  }
-
-  /**
-   * Check if an error is retryable
-   */
-  private isRetryableError(error: any): boolean {
-    if (error instanceof GeminiException) return error.retryable;
-    const message = error?.message || '';
-    return (
-      message.includes('429') ||
-      message.includes('RATE_LIMIT') ||
-      message.includes('TIMEOUT') ||
-      message.includes('DEADLINE_EXCEEDED') ||
-      message.includes('UNAVAILABLE') ||
-      message.includes('INTERNAL')
-    );
-  }
-
-  /**
-   * Log AI usage metrics for monitoring
-   */
-  private logUsage(
-    operation: string,
-    model: string,
-    usage: any,
-    durationMs: number,
-  ): void {
-    if (usage) {
-      this.logger.log(
-        `AI Usage [${operation}] model=${model} ` +
-          `prompt=${usage.promptTokenCount || '?'} ` +
-          `completion=${usage.candidatesTokenCount || '?'} ` +
-          `total=${usage.totalTokenCount || '?'} ` +
-          `duration=${durationMs}ms`,
-      );
-    } else {
-      this.logger.log(
-        `AI Usage [${operation}] model=${model} duration=${durationMs}ms`,
-      );
-    }
-  }
-
-  /**
-   * Sleep helper for retry backoff
-   */
-  private sleep(ms: number): Promise<void> {
-    return new Promise((resolve) => setTimeout(resolve, ms));
-  }
 }

src/modules/skriptai/controllers/analysis.controller.ts

@@ -1,75 +0,0 @@
-import {
-  Controller,
-  Post,
-  Body,
-  Param,
-  UseGuards,
-  Query,
-} from '@nestjs/common';
-import {
-  ApiTags,
-  ApiOperation,
-  ApiResponse,
-  ApiBearerAuth,
-} from '@nestjs/swagger';
-import { AnalysisService } from '../services';
-import { JwtAuthGuard } from '../../auth/guards';
-
-/**
- * AnalysisController
- *
- * REST API controller for content analysis endpoints.
- *
- * TR: İçerik analizi endpoint'leri için REST API controller.
- * EN: REST API controller for content analysis endpoints.
- */
-@ApiTags('SkriptAI - Analysis')
-@Controller('skriptai/analysis')
-export class AnalysisController {
-  constructor(private readonly analysisService: AnalysisService) {}
-
-  @Post(':projectId/neuro')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Perform Neuro Marketing Analysis' })
-  @ApiResponse({ status: 201, description: 'Analysis completed' })
-  async analyzeNeuroMarketing(@Param('projectId') projectId: string) {
-    return this.analysisService.analyzeNeuroMarketing(projectId);
-  }
-
-  @Post(':projectId/youtube-audit')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Perform YouTube Algorithm Audit' })
-  @ApiResponse({ status: 201, description: 'Audit completed' })
-  async performYoutubeAudit(@Param('projectId') projectId: string) {
-    return this.analysisService.performYoutubeAudit(projectId);
-  }
-
-  @Post(':projectId/commercial-brief')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Generate Commercial Brief (Sponsorship Analysis)' })
-  @ApiResponse({ status: 201, description: 'Brief generated' })
-  async generateCommercialBrief(@Param('projectId') projectId: string) {
-    return this.analysisService.generateCommercialBrief(projectId);
-  }
-
-  @Post(':projectId/visual-assets')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Generate visual assets for project' })
-  async generateVisualAssets(
-    @Param('projectId') projectId: string,
-    @Query('count') count: number = 5,
-  ) {
-    return this.analysisService.generateVisualAssets(projectId, count);
-  }
-
-  @Post('thumbnail')
-  @ApiOperation({ summary: 'Generate a thumbnail image from prompt' })
-  async generateThumbnail(@Body() body: { prompt: string }) {
-    const url = await this.analysisService.generateThumbnailImage(body.prompt);
-    return { url };
-  }
-}

src/modules/skriptai/controllers/index.ts

@@ -1,5 +0,0 @@
-export * from './projects.controller';
-export * from './scripts.controller';
-export * from './research.controller';
-export * from './analysis.controller';
-export * from './versions.controller';

src/modules/skriptai/controllers/projects.controller.ts

@@ -1,87 +0,0 @@
-import {
-  Controller,
-  Get,
-  Post,
-  Put,
-  Delete,
-  Body,
-  Param,
-  UseGuards,
-} from '@nestjs/common';
-import {
-  ApiTags,
-  ApiOperation,
-  ApiResponse,
-  ApiBearerAuth,
-} from '@nestjs/swagger';
-import { ProjectsService } from '../services';
-import { CreateProjectDto, UpdateProjectDto } from '../dto';
-import { JwtAuthGuard } from '../../auth/guards';
-import { CurrentUser } from '../../../common/decorators';
-
-/**
- * ProjectsController
- *
- * REST API controller for script project management.
- *
- * TR: Script projesi yönetimi için REST API controller.
- * EN: REST API controller for script project management.
- */
-@ApiTags('SkriptAI - Projects')
-@Controller('skriptai/projects')
-export class ProjectsController {
-  constructor(private readonly projectsService: ProjectsService) {}
-
-  @Post()
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Create a new script project' })
-  @ApiResponse({ status: 201, description: 'Project created successfully' })
-  async create(@Body() createDto: CreateProjectDto, @CurrentUser() user: any) {
-    return this.projectsService.create(createDto, user?.id);
-  }
-
-  @Get()
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Get all projects for current user' })
-  async findAll(@CurrentUser() user: any) {
-    return this.projectsService.findAll(user?.id);
-  }
-
-  @Get(':id')
-  @ApiOperation({ summary: 'Get a project by ID' })
-  async findOne(@Param('id') id: string) {
-    return this.projectsService.findOne(id);
-  }
-
-  @Put(':id')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Update a project' })
-  async update(@Param('id') id: string, @Body() updateDto: UpdateProjectDto) {
-    return this.projectsService.update(id, updateDto);
-  }
-
-  @Delete(':id')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Soft delete a project' })
-  async remove(@Param('id') id: string) {
-    return this.projectsService.remove(id);
-  }
-
-  @Post(':id/duplicate')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Duplicate a project with all content' })
-  async duplicate(@Param('id') id: string, @CurrentUser() user: any) {
-    return this.projectsService.duplicate(id, user?.id);
-  }
-
-  @Get(':id/export')
-  @ApiOperation({ summary: 'Export project to JSON format' })
-  async exportToJson(@Param('id') id: string) {
-    return this.projectsService.exportToJson(id);
-  }
-}

src/modules/skriptai/controllers/research.controller.ts

@@ -1,166 +0,0 @@
-import {
-  Controller,
-  Post,
-  Put,
-  Delete,
-  Body,
-  Param,
-  UseGuards,
-} from '@nestjs/common';
-import {
-  ApiTags,
-  ApiOperation,
-  ApiResponse,
-  ApiBearerAuth,
-} from '@nestjs/swagger';
-import { ResearchService } from '../services';
-import {
-  CreateSourceDto,
-  CreateBriefItemDto,
-  CreateCharacterDto,
-  PerformResearchDto,
-  GenerateDiscoveryQuestionsDto,
-  GenerateLoglineDto,
-  GenerateCharactersDto,
-} from '../dto';
-import { JwtAuthGuard } from '../../auth/guards';
-
-/**
- * ResearchController
- *
- * REST API controller for research sources, creative brief, and characters.
- *
- * TR: Araştırma kaynakları, yaratıcı brief ve karakterler için REST API controller.
- * EN: REST API controller for research sources, creative brief, and characters.
- */
-@ApiTags('SkriptAI - Research')
-@Controller('skriptai/research')
-export class ResearchController {
-  constructor(private readonly researchService: ResearchService) {}
-
-  // ========== SOURCES ==========
-
-  @Post('sources')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Add a research source' })
-  async addSource(@Body() createDto: CreateSourceDto) {
-    return this.researchService.addSource(createDto);
-  }
-
-  @Put('sources/:id/toggle')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Toggle source selection' })
-  async toggleSource(@Param('id') id: string) {
-    return this.researchService.toggleSourceSelection(id);
-  }
-
-  @Delete('sources/:id')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Delete a research source' })
-  async deleteSource(@Param('id') id: string) {
-    return this.researchService.deleteSource(id);
-  }
-
-  @Post('deep-research')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Perform deep research using AI' })
-  @ApiResponse({ status: 201, description: 'Research completed' })
-  async performDeepResearch(@Body() researchDto: PerformResearchDto) {
-    return this.researchService.performDeepResearch(
-      researchDto.projectId,
-      researchDto.additionalQuery,
-    );
-  }
-
-  // ========== BRIEF ITEMS ==========
-
-  @Post('brief-items')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Add a brief item (Q&A)' })
-  async addBriefItem(@Body() createDto: CreateBriefItemDto) {
-    return this.researchService.addBriefItem(createDto);
-  }
-
-  @Put('brief-items/:id')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Update a brief item answer' })
-  async updateBriefItem(
-    @Param('id') id: string,
-    @Body() body: { answer: string },
-  ) {
-    return this.researchService.updateBriefItem(id, body.answer);
-  }
-
-  @Delete('brief-items/:id')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Delete a brief item' })
-  async deleteBriefItem(@Param('id') id: string) {
-    return this.researchService.deleteBriefItem(id);
-  }
-
-  @Post('discovery-questions')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Generate discovery questions using AI' })
-  async generateDiscoveryQuestions(@Body() dto: GenerateDiscoveryQuestionsDto) {
-    return this.researchService.generateDiscoveryQuestions(
-      dto.topic,
-      dto.language,
-      dto.existingQuestions,
-    );
-  }
-
-  // ========== CHARACTERS ==========
-
-  @Post('characters')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Add a character profile' })
-  async addCharacter(@Body() createDto: CreateCharacterDto) {
-    return this.researchService.addCharacter(createDto);
-  }
-
-  @Put('characters/:id')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Update a character profile' })
-  async updateCharacter(
-    @Param('id') id: string,
-    @Body() updateDto: Partial<CreateCharacterDto>,
-  ) {
-    return this.researchService.updateCharacter(id, updateDto);
-  }
-
-  @Delete('characters/:id')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Delete a character profile' })
-  async deleteCharacter(@Param('id') id: string) {
-    return this.researchService.deleteCharacter(id);
-  }
-
-  @Post('characters/generate')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Auto-generate character profiles using AI' })
-  async generateCharacters(@Body() dto: GenerateCharactersDto) {
-    return this.researchService.generateCharacters(dto.projectId);
-  }
-
-  // ========== LOGLINE ==========
-
-  @Post('logline')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Generate logline and high concept' })
-  async generateLogline(@Body() dto: GenerateLoglineDto) {
-    return this.researchService.generateLogline(dto.projectId);
-  }
-}

src/modules/skriptai/controllers/scripts.controller.ts

@@ -1,123 +0,0 @@
-import {
-  Controller,
-  Post,
-  Put,
-  Delete,
-  Body,
-  Param,
-  UseGuards,
-} from '@nestjs/common';
-import {
-  ApiTags,
-  ApiOperation,
-  ApiResponse,
-  ApiBearerAuth,
-} from '@nestjs/swagger';
-import { ScriptsService } from '../services';
-import {
-  CreateSegmentDto,
-  UpdateSegmentDto,
-  RewriteSegmentDto,
-  GenerateScriptDto,
-} from '../dto';
-import { JwtAuthGuard } from '../../auth/guards';
-
-/**
- * ScriptsController
- *
- * REST API controller for script segments and AI generation.
- *
- * TR: Script segmentleri ve AI üretimi için REST API controller.
- * EN: REST API controller for script segments and AI generation.
- */
-@ApiTags('SkriptAI - Scripts')
-@Controller('skriptai/scripts')
-export class ScriptsController {
-  constructor(private readonly scriptsService: ScriptsService) {}
-
-  @Post('segments')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Create a new script segment' })
-  async createSegment(@Body() createDto: CreateSegmentDto) {
-    return this.scriptsService.createSegment(createDto);
-  }
-
-  @Put('segments/:id')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Update a script segment' })
-  async updateSegment(
-    @Param('id') id: string,
-    @Body() updateDto: UpdateSegmentDto,
-  ) {
-    return this.scriptsService.updateSegment(id, updateDto);
-  }
-
-  @Delete('segments/:id')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Delete a script segment' })
-  async deleteSegment(@Param('id') id: string) {
-    return this.scriptsService.deleteSegment(id);
-  }
-
-  @Post('segments/reorder')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Reorder segments in a project' })
-  async reorderSegments(
-    @Body() body: { projectId: string; segmentIds: string[] },
-  ) {
-    return this.scriptsService.reorderSegments(body.projectId, body.segmentIds);
-  }
-
-  @Post('generate')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Generate full script using AI' })
-  @ApiResponse({ status: 201, description: 'Script generated successfully' })
-  async generateScript(@Body() generateDto: GenerateScriptDto) {
-    return this.scriptsService.generateScript(generateDto.projectId);
-  }
-
-  @Post('rewrite')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Rewrite a segment with new style' })
-  async rewriteSegment(@Body() rewriteDto: RewriteSegmentDto) {
-    return this.scriptsService.rewriteSegment(
-      rewriteDto.segmentId,
-      rewriteDto.newStyle,
-    );
-  }
-
-  @Post('segments/:id/image')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Generate image for a segment' })
-  async generateSegmentImage(@Param('id') id: string) {
-    return this.scriptsService.generateSegmentImage(id);
-  }
-
-  @Post('segments/:id/regenerate')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Regenerate a single segment with AI' })
-  async regenerateSegment(@Param('id') id: string) {
-    return this.scriptsService.regenerateSegment(id);
-  }
-
-  @Post('regenerate-partial')
-  @UseGuards(JwtAuthGuard)
-  @ApiBearerAuth()
-  @ApiOperation({ summary: 'Regenerate selected segments with AI' })
-  async regeneratePartial(
-    @Body() body: { projectId: string; segmentIds: string[] },
-  ) {
-    return this.scriptsService.regeneratePartial(
-      body.projectId,
-      body.segmentIds,
-    );
-  }
-}

src/modules/skriptai/controllers/versions.controller.ts

@@ -1,96 +0,0 @@
-import {
-  Controller,
-  Get,
-  Post,
-  Delete,
-  Param,
-  Body,
-  Query,
-  Logger,
-} from '@nestjs/common';
-import { ApiTags, ApiOperation, ApiParam, ApiBearerAuth } from '@nestjs/swagger';
-import { VersionsService } from '../services/versions.service';
-
-/**
- * VersionsController
- *
- * REST API for managing script version history.
- *
- * Endpoints:
- * - GET    /projects/:projectId/versions          — List all versions
- * - GET    /projects/:projectId/versions/:id       — Get version details
- * - POST   /projects/:projectId/versions           — Manual save (create snapshot)
- * - POST   /projects/:projectId/versions/:id/restore — Restore to version
- * - DELETE /projects/:projectId/versions/:id       — Delete version
- * - GET    /projects/:projectId/versions/compare   — Compare two versions
- */
-@ApiTags('SkriptAI - Versions')
-@ApiBearerAuth()
-@Controller('skriptai/projects/:projectId/versions')
-export class VersionsController {
-  private readonly logger = new Logger(VersionsController.name);
-
-  constructor(private readonly versionsService: VersionsService) {}
-
-  @Get()
-  @ApiOperation({ summary: 'List all versions for a project' })
-  @ApiParam({ name: 'projectId', description: 'Project ID' })
-  async listVersions(@Param('projectId') projectId: string) {
-    return this.versionsService.listVersions(projectId);
-  }
-
-  @Get('compare')
-  @ApiOperation({ summary: 'Compare two versions' })
-  async compareVersions(
-    @Param('projectId') projectId: string,
-    @Query('versionA') versionAId: string,
-    @Query('versionB') versionBId: string,
-  ) {
-    return this.versionsService.compareVersions(
-      projectId,
-      versionAId,
-      versionBId,
-    );
-  }
-
-  @Get(':id')
-  @ApiOperation({ summary: 'Get a specific version with full snapshot data' })
-  async getVersion(
-    @Param('projectId') projectId: string,
-    @Param('id') versionId: string,
-  ) {
-    return this.versionsService.getVersion(projectId, versionId);
-  }
-
-  @Post()
-  @ApiOperation({ summary: 'Manually save current state as a new version' })
-  async createSnapshot(
-    @Param('projectId') projectId: string,
-    @Body() body: { label?: string; changeNote?: string },
-  ) {
-    return this.versionsService.createSnapshot(
-      projectId,
-      'USER',
-      body.label,
-      body.changeNote,
-    );
-  }
-
-  @Post(':id/restore')
-  @ApiOperation({ summary: 'Restore project to a specific version' })
-  async restoreVersion(
-    @Param('projectId') projectId: string,
-    @Param('id') versionId: string,
-  ) {
-    return this.versionsService.restoreVersion(projectId, versionId);
-  }
-
-  @Delete(':id')
-  @ApiOperation({ summary: 'Delete a specific version' })
-  async deleteVersion(
-    @Param('projectId') projectId: string,
-    @Param('id') versionId: string,
-  ) {
-    return this.versionsService.deleteVersion(projectId, versionId);
-  }
-}

src/modules/skriptai/dto/index.ts

@@ -1,3 +0,0 @@
-export * from './project.dto';
-export * from './segment.dto';
-export * from './research.dto';

src/modules/skriptai/dto/project.dto.ts

@@ -1,143 +0,0 @@
-import { ApiProperty, ApiPropertyOptional } from '@nestjs/swagger';
-import {
-  IsString,
-  IsOptional,
-  IsArray,
-  IsBoolean,
-  ArrayMinSize,
-} from 'class-validator';
-
-// Types are defined as string unions in skriptai.types.ts
-// Using string here to avoid emitDecoratorMetadata issues
-
-/**
- * CreateProjectDto
- *
- * DTO for creating a new script project.
- *
- * TR: Yeni bir script projesi oluşturmak için DTO.
- * EN: DTO for creating a new script project.
- */
-export class CreateProjectDto {
-  @ApiProperty({ description: 'Main topic of the project' })
-  @IsString()
-  topic: string;
-
-  @ApiProperty({ description: 'Content format type' })
-  @IsString()
-  contentType: string;
-
-  @ApiProperty({ description: 'Target audience list', isArray: true })
-  @IsArray()
-  @ArrayMinSize(1)
-  targetAudience: string[];
-
-  @ApiProperty({ description: 'Speech style list', isArray: true })
-  @IsArray()
-  @ArrayMinSize(1)
-  speechStyle: string[];
-
-  @ApiProperty({ description: 'Target video duration' })
-  @IsString()
-  targetDuration: string;
-
-  @ApiPropertyOptional({ description: 'Additional user notes' })
-  @IsOptional()
-  @IsString()
-  userNotes?: string;
-
-  @ApiPropertyOptional({ description: 'Content tone' })
-  @IsOptional()
-  @IsString()
-  tone?: string;
-
-  @ApiProperty({ description: 'Content language', default: 'tr' })
-  @IsString()
-  language: string = 'tr';
-
-  @ApiPropertyOptional({ description: 'Include interview segments' })
-  @IsOptional()
-  @IsBoolean()
-  includeInterviews?: boolean;
-}
-
-/**
- * UpdateProjectDto
- *
- * DTO for updating an existing project.
- * All fields are optional.
- *
- * TR: Mevcut bir projeyi güncellemek için DTO.
- * EN: DTO for updating an existing project.
- */
-export class UpdateProjectDto {
-  @ApiPropertyOptional({ description: 'Main topic of the project' })
-  @IsOptional()
-  @IsString()
-  topic?: string;
-
-  @ApiPropertyOptional({ description: 'Content format type' })
-  @IsOptional()
-  @IsString()
-  contentType?: string;
-
-  @ApiPropertyOptional({ description: 'Target audience list', isArray: true })
-  @IsOptional()
-  @IsArray()
-  targetAudience?: string[];
-
-  @ApiPropertyOptional({ description: 'Speech style list', isArray: true })
-  @IsOptional()
-  @IsArray()
-  speechStyle?: string[];
-
-  @ApiPropertyOptional({ description: 'Target video duration' })
-  @IsOptional()
-  @IsString()
-  targetDuration?: string;
-
-  @ApiPropertyOptional({ description: 'Additional user notes' })
-  @IsOptional()
-  @IsString()
-  userNotes?: string;
-
-  @ApiPropertyOptional({ description: 'Content tone' })
-  @IsOptional()
-  @IsString()
-  tone?: string;
-
-  @ApiPropertyOptional({ description: 'Content language' })
-  @IsOptional()
-  @IsString()
-  language?: string;
-
-  @ApiPropertyOptional({ description: 'Project logline' })
-  @IsOptional()
-  @IsString()
-  logline?: string;
-
-  @ApiPropertyOptional({ description: 'High concept description' })
-  @IsOptional()
-  @IsString()
-  highConcept?: string;
-
-  @ApiPropertyOptional({ description: 'Include interview segments' })
-  @IsOptional()
-  @IsBoolean()
-  includeInterviews?: boolean;
-
-  @ApiPropertyOptional({ description: 'SEO title' })
-  @IsOptional()
-  @IsString()
-  seoTitle?: string;
-
-  @ApiPropertyOptional({ description: 'SEO description' })
-  @IsOptional()
-  @IsString()
-  seoDescription?: string;
-
-  @ApiPropertyOptional({ description: 'SEO tags', isArray: true })
-  @IsOptional()
-  @IsArray()
-  seoTags?: string[];
-}

src/modules/skriptai/dto/research.dto.ts

@@ -1,175 +0,0 @@
-import { ApiProperty, ApiPropertyOptional } from '@nestjs/swagger';
-import { IsString, IsOptional, IsBoolean, IsArray } from 'class-validator';
-
-// SourceType and CharacterRole are string unions - using string here for decorator compatibility
-
-/**
- * CreateSourceDto
- *
- * DTO for adding a research source.
- *
- * TR: Araştırma kaynağı eklemek için DTO.
- * EN: DTO for adding a research source.
- */
-export class CreateSourceDto {
-  @ApiProperty({ description: 'Project ID' })
-  @IsString()
-  projectId: string;
-
-  @ApiProperty({ description: 'Source title' })
-  @IsString()
-  title: string;
-
-  @ApiProperty({ description: 'Source URL' })
-  @IsString()
-  url: string;
-
-  @ApiPropertyOptional({ description: 'Source snippet/summary' })
-  @IsOptional()
-  @IsString()
-  snippet?: string;
-
-  @ApiProperty({ description: 'Source type' })
-  @IsString()
-  type: string; // article, video, interview, etc.
-
-  @ApiPropertyOptional({ description: 'Whether source is selected' })
-  @IsOptional()
-  @IsBoolean()
-  selected?: boolean;
-}
-
-/**
- * CreateBriefItemDto
- *
- * DTO for adding a brief question/answer.
- *
- * TR: Brief sorusu/cevabı eklemek için DTO.
- * EN: DTO for adding a brief question/answer.
- */
-export class CreateBriefItemDto {
-  @ApiProperty({ description: 'Project ID' })
-  @IsString()
-  projectId: string;
-
-  @ApiProperty({ description: 'Question text' })
-  @IsString()
-  question: string;
-
-  @ApiProperty({ description: 'Answer text' })
-  @IsString()
-  answer: string;
-
-  @ApiPropertyOptional({ description: 'Sort order' })
-  @IsOptional()
-  sortOrder?: number;
-}
-
-/**
- * CreateCharacterDto
- *
- * DTO for creating a character profile.
- *
- * TR: Karakter profili oluşturmak için DTO.
- * EN: DTO for creating a character profile.
- */
-export class CreateCharacterDto {
-  @ApiProperty({ description: 'Project ID' })
-  @IsString()
-  projectId: string;
-
-  @ApiProperty({ description: 'Character name' })
-  @IsString()
-  name: string;
-
-  @ApiProperty({ description: 'Character role' })
-  @IsString()
-  role: string; // Protagonist, Antagonist, etc.
-
-  @ApiPropertyOptional({ description: 'Character values (inner beliefs)' })
-  @IsOptional()
-  @IsString()
-  values?: string;
-
-  @ApiPropertyOptional({ description: 'Character traits (personality)' })
-  @IsOptional()
-  @IsString()
-  traits?: string;
-
-  @ApiPropertyOptional({
-    description: 'Character mannerisms (external behavior)',
-  })
-  @IsOptional()
-  @IsString()
-  mannerisms?: string;
-}
-
-/**
- * PerformResearchDto
- *
- * DTO for performing deep research.
- *
- * TR: Derin araştırma yapmak için DTO.
- * EN: DTO for performing deep research.
- */
-export class PerformResearchDto {
-  @ApiProperty({ description: 'Project ID' })
-  @IsString()
-  projectId: string;
-
-  @ApiPropertyOptional({ description: 'Additional research query' })
-  @IsOptional()
-  @IsString()
-  additionalQuery?: string;
-}
-
-/**
- * GenerateDiscoveryQuestionsDto
- *
- * DTO for generating creative brief discovery questions.
- *
- * TR: Yaratıcı brief keşif soruları oluşturmak için DTO.
- * EN: DTO for generating creative brief discovery questions.
- */
-export class GenerateDiscoveryQuestionsDto {
-  @ApiProperty({ description: 'Topic to generate questions for' })
-  @IsString()
-  topic: string;
-
-  @ApiProperty({ description: 'Language for questions' })
-  @IsString()
-  language: string;
-
-  @ApiPropertyOptional({ description: 'Existing questions to avoid' })
-  @IsOptional()
-  @IsArray()
-  existingQuestions?: string[];
-}
-
-/**
- * GenerateLoglineDto
- *
- * DTO for generating logline and high concept.
- *
- * TR: Logline ve high concept oluşturmak için DTO.
- * EN: DTO for generating logline and high concept.
- */
-export class GenerateLoglineDto {
-  @ApiProperty({ description: 'Project ID' })
-  @IsString()
-  projectId: string;
-}
-
-/**
- * GenerateCharactersDto
- *
- * DTO for auto-generating character profiles.
- *
- * TR: Otomatik karakter profilleri oluşturmak için DTO.
- * EN: DTO for auto-generating character profiles.
- */
-export class GenerateCharactersDto {
-  @ApiProperty({ description: 'Project ID' })
-  @IsString()
-  projectId: string;
-}

src/modules/skriptai/dto/segment.dto.ts

@@ -1,191 +0,0 @@
-import { ApiProperty, ApiPropertyOptional } from '@nestjs/swagger';
-import { IsString, IsOptional, IsInt, Min } from 'class-validator';
-
-// SegmentType and SpeechStyle are string unions - using string here for decorator compatibility
-
-/**
- * CreateSegmentDto
- *
- * DTO for creating a new script segment.
- *
- * TR: Yeni bir script segmenti oluşturmak için DTO.
- * EN: DTO for creating a new script segment.
- */
-export class CreateSegmentDto {
-  @ApiProperty({ description: 'Project ID this segment belongs to' })
-  @IsString()
-  projectId: string;
-
-  @ApiProperty({ description: 'Segment type (Hook, Intro, Body, etc.)' })
-  @IsString()
-  segmentType: string; // Hook, Intro, Body, etc.
-
-  @ApiProperty({ description: 'Start time in format MM:SS' })
-  @IsString()
-  timeStart: string;
-
-  @ApiProperty({ description: 'Duration in seconds (e.g., "30s")' })
-  @IsString()
-  duration: string;
-
-  @ApiPropertyOptional({ description: 'Visual description for the segment' })
-  @IsOptional()
-  @IsString()
-  visualDescription?: string;
-
-  @ApiPropertyOptional({ description: 'Narrator script text' })
-  @IsOptional()
-  @IsString()
-  narratorScript?: string;
-
-  @ApiPropertyOptional({ description: 'Editor notes' })
-  @IsOptional()
-  @IsString()
-  editorNotes?: string;
-
-  @ApiPropertyOptional({ description: 'Audio cues' })
-  @IsOptional()
-  @IsString()
-  audioCues?: string;
-
-  @ApiPropertyOptional({ description: 'On-screen text overlay' })
-  @IsOptional()
-  @IsString()
-  onScreenText?: string;
-
-  @ApiPropertyOptional({ description: 'Stock footage search query' })
-  @IsOptional()
-  @IsString()
-  stockQuery?: string;
-
-  @ApiPropertyOptional({ description: 'Video generation prompt (VEO/Runway)' })
-  @IsOptional()
-  @IsString()
-  videoPrompt?: string;
-
-  @ApiPropertyOptional({
-    description: 'Image generation prompt (Midjourney/Flux)',
-  })
-  @IsOptional()
-  @IsString()
-  imagePrompt?: string;
-
-  @ApiPropertyOptional({ description: 'Sort order in the script' })
-  @IsOptional()
-  @IsInt()
-  @Min(0)
-  sortOrder?: number;
-}
-
-/**
- * UpdateSegmentDto
- *
- * DTO for updating an existing segment.
- *
- * TR: Mevcut bir segmenti güncellemek için DTO.
- * EN: DTO for updating an existing segment.
- */
-export class UpdateSegmentDto {
-  @ApiPropertyOptional({ description: 'Segment type' })
-  @IsOptional()
-  @IsString()
-  segmentType?: string;
-
-  @ApiPropertyOptional({ description: 'Start time' })
-  @IsOptional()
-  @IsString()
-  timeStart?: string;
-
-  @ApiPropertyOptional({ description: 'Duration' })
-  @IsOptional()
-  @IsString()
-  duration?: string;
-
-  @ApiPropertyOptional({ description: 'Visual description' })
-  @IsOptional()
-  @IsString()
-  visualDescription?: string;
-
-  @ApiPropertyOptional({ description: 'Narrator script' })
-  @IsOptional()
-  @IsString()
-  narratorScript?: string;
-
-  @ApiPropertyOptional({ description: 'Editor notes' })
-  @IsOptional()
-  @IsString()
-  editorNotes?: string;
-
-  @ApiPropertyOptional({ description: 'General notes' })
-  @IsOptional()
-  @IsString()
-  generalNotes?: string;
-
-  @ApiPropertyOptional({ description: 'Audio cues' })
-  @IsOptional()
-  @IsString()
-  audioCues?: string;
-
-  @ApiPropertyOptional({ description: 'On-screen text' })
-  @IsOptional()
-  @IsString()
-  onScreenText?: string;
-
-  @ApiPropertyOptional({ description: 'Stock query' })
-  @IsOptional()
-  @IsString()
-  stockQuery?: string;
-
-  @ApiPropertyOptional({ description: 'Video prompt' })
-  @IsOptional()
-  @IsString()
-  videoPrompt?: string;
-
-  @ApiPropertyOptional({ description: 'Image prompt' })
-  @IsOptional()
-  @IsString()
-  imagePrompt?: string;
-
-  @ApiPropertyOptional({ description: 'Generated image URL' })
-  @IsOptional()
-  @IsString()
-  generatedImageUrl?: string;
-
-  @ApiPropertyOptional({ description: 'Sort order' })
-  @IsOptional()
-  @IsInt()
-  @Min(0)
-  sortOrder?: number;
-}
-
-/**
- * RewriteSegmentDto
- *
- * DTO for rewriting a segment with a new style.
- *
- * TR: Bir segmenti yeni bir stille yeniden yazmak için DTO.
- * EN: DTO for rewriting a segment with a new style.
- */
-export class RewriteSegmentDto {
-  @ApiProperty({ description: 'Segment ID to rewrite' })
-  @IsString()
-  segmentId: string;
-
-  @ApiProperty({ description: 'New style to apply' })
-  @IsString()
-  newStyle: string; // SpeechStyle or 'Make it Longer' | 'Make it Shorter'
-}
-
-/**
- * GenerateScriptDto
- *
- * DTO for generating a full script from project data.
- *
- * TR: Proje verisinden tam bir script oluşturmak için DTO.
- * EN: DTO for generating a full script from project data.
- */
-export class GenerateScriptDto {
-  @ApiProperty({ description: 'Project ID to generate script for' })
-  @IsString()
-  projectId: string;
-}

src/modules/skriptai/index.ts

@@ -1,5 +0,0 @@
-export * from './skriptai.module';
-export * from './services';
-export * from './controllers';
-export * from './dto';
-export * from './types/skriptai.types';

src/modules/skriptai/prompts/analysis.prompt.ts

@@ -1,191 +0,0 @@
-/**
- * Analysis Prompt Builders
- *
- * Prompts for AI-powered content analysis:
- * - Neuro Marketing Analysis (Cialdini's 6 Principles)
- * - YouTube Algorithm Audit
- * - Commercial Brief (Sponsorship Analysis)
- * - Visual Asset Keywords
- *
- * Used in: AnalysisService
- */
-
-// ============================================
-// Neuro Marketing Analysis
-// ============================================
-
-export interface NeuroAnalysisInput {
-  fullScript: string;
-}
-
-export function buildNeuroAnalysisPrompt(input: NeuroAnalysisInput): {
-  prompt: string;
-  temperature: number;
-  schema: string;
-} {
-  return {
-    prompt: `Analyze this script using Consumer Neuroscience and Cialdini's 6 Principles of Persuasion.
-
-Script:
-${input.fullScript.substring(0, 10000)}
-
-Provide:
-1. Engagement Score (0-100): How well does it capture attention?
-2. Dopamine Score (0-100): Does it create anticipation & reward loops?
-3. Clarity Score (0-100): Is the message clear and memorable?
-
-4. Cialdini's Persuasion Metrics (0-100 each):
-   - Reciprocity: Does it give value first?
-   - Scarcity: Does it create urgency?
-   - Authority: Does it establish credibility?
-   - Consistency: Does it align with viewer beliefs?
-   - Liking: Is the tone likeable/relatable?
-   - Social Proof: Does it reference others' actions?
-
-5. Neuro Metrics:
-   - Attention Hooks: Moments that grab attention
-   - Emotional Triggers: Points that evoke emotion
-   - Memory Anchors: Unique/memorable elements
-   - Action Drivers: CTAs or challenges
-
-6. Suggestions: 3-5 specific improvements`,
-
-    temperature: 0.6,
-
-    schema: `{
-  "engagementScore": 0,
-  "dopamineScore": 0,
-  "clarityScore": 0,
-  "persuasionMetrics": {
-    "reciprocity": 0, "scarcity": 0, "authority": 0,
-    "consistency": 0, "liking": 0, "socialProof": 0
-  },
-  "neuroMetrics": {
-    "attentionHooks": ["..."], "emotionalTriggers": ["..."],
-    "memoryAnchors": ["..."], "actionDrivers": ["..."]
-  },
-  "suggestions": ["..."]
-}`,
-  };
-}
-
-// ============================================
-// YouTube Audit
-// ============================================
-
-export interface YoutubeAuditInput {
-  topic: string;
-  fullScript: string;
-}
-
-export function buildYoutubeAuditPrompt(input: YoutubeAuditInput): {
-  prompt: string;
-  temperature: number;
-  schema: string;
-} {
-  return {
-    prompt: `Perform a YouTube Algorithm Audit on this script for topic "${input.topic}".
-
-Script:
-${input.fullScript.substring(0, 10000)}
-
-Analyze and provide:
-1. Hook Score (0-100): First 10 seconds effectiveness
-2. Pacing Score (0-100): Does it maintain momentum?
-3. Viral Potential (0-100): Shareability factor
-
-4. Retention Analysis: 3-5 potential drop-off points with time, issue, suggestion, severity (High/Medium/Low)
-
-5. Thumbnail Concepts: 3 high-CTR thumbnail ideas with:
-   - Concept name, Visual description, Text overlay
-   - Color psychology, Emotion target, AI generation prompt
-
-6. Title Options: 5 clickable titles (curiosity gap, numbers, power words)
-7. Community Post: Engaging post to tease the video
-8. Pinned Comment: Engagement-driving first comment
-9. SEO Description: Optimized video description with keywords
-10. Keywords: 10 relevant search keywords`,
-
-    temperature: 0.7,
-
-    schema: `{
-  "hookScore": 0, "pacingScore": 0, "viralPotential": 0,
-  "retentionAnalysis": [{ "time": "0:30", "issue": "...", "suggestion": "...", "severity": "High" }],
-  "thumbnails": [{ "conceptName": "...", "visualDescription": "...", "textOverlay": "...", "colorPsychology": "...", "emotionTarget": "...", "aiPrompt": "..." }],
-  "titles": ["..."],
-  "communityPost": "...", "pinnedComment": "...",
-  "description": "...", "keywords": ["..."]
-}`,
-  };
-}
-
-// ============================================
-// Commercial Brief
-// ============================================
-
-export interface CommercialBriefInput {
-  topic: string;
-  targetAudience: string[];
-  contentType: string;
-  fullScript: string;
-}
-
-export function buildCommercialBriefPrompt(input: CommercialBriefInput): {
-  prompt: string;
-  temperature: number;
-  schema: string;
-} {
-  return {
-    prompt: `Analyze this content for commercial viability and sponsorship opportunities.
-
-Topic: "${input.topic}"
-Audience: ${input.targetAudience.join(', ')}
-Content Type: ${input.contentType}
-
-Script excerpt:
-${input.fullScript.substring(0, 5000)}
-
-Provide:
-1. Viability Score (1-10 scale as string): "8/10"
-2. Viability Reason: Why this content is commercially viable
-
-3. Sponsor Suggestions (3-5 potential sponsors):
-   - Company name, Industry
-   - Match reason (why this sponsor fits)
-   - Email draft (outreach template)`,
-
-    temperature: 0.6,
-
-    schema: `{
-  "viabilityScore": "8/10",
-  "viabilityReason": "...",
-  "sponsors": [{ "name": "...", "industry": "...", "matchReason": "...", "emailDraft": "..." }]
-}`,
-  };
-}
-
-// ============================================
-// Visual Asset Keywords
-// ============================================
-
-export interface VisualAssetKeywordsInput {
-  topic: string;
-  count: number;
-}
-
-export function buildVisualAssetKeywordsPrompt(
-  input: VisualAssetKeywordsInput,
-): {
-  prompt: string;
-  temperature: number;
-  schema: string;
-} {
-  return {
-    prompt: `Generate ${input.count} specific, simple visual keywords for an image generator about "${input.topic}". 
-Format: "subject action context style". Keep it English, concise, no special chars.`,
-
-    temperature: 0.8,
-
-    schema: '["keyword1", "keyword2", ...]',
-  };
-}

src/modules/skriptai/prompts/character-generation.prompt.ts

@@ -1,38 +0,0 @@
-/**
- * Character Generation Prompt Builder
- *
- * Uses Alan C. Hueth's "Triunity of Character" model to create
- * rich character profiles for video content.
- *
- * Used in: ResearchService.generateCharacters()
- */
-
-export interface CharacterGenerationInput {
-  contentType: string;
-  topic: string;
-  language: string;
-}
-
-export function buildCharacterGenerationPrompt(
-  input: CharacterGenerationInput,
-): {
-  prompt: string;
-  temperature: number;
-  schema: string;
-} {
-  return {
-    prompt: `Create Character Profiles for a ${input.contentType} about "${input.topic}".
-Use Alan C. Hueth's "Triunity of Character" model:
-1. Values (Inner belief)
-2. Traits (Personality)
-3. Mannerisms (External behavior)
-
-If format is non-fiction (Youtube Doc), create a 'Host/Narrator' persona and potentially an 'Antagonist' (e.g., The Problem, Time, A Rival).
-Language: ${input.language}.`,
-
-    temperature: 0.8,
-
-    schema:
-      '[{ "name": "Name", "role": "Protagonist", "values": "...", "traits": "...", "mannerisms": "..." }]',
-  };
-}

src/modules/skriptai/prompts/deep-research.prompt.ts

@@ -1,51 +0,0 @@
-/**
- * Deep Research Prompt Builders
- *
- * Two-stage prompts:
- * 1. Generate search queries for a topic
- * 2. Find high-quality web sources for each query
- *
- * Used in: ResearchService.performDeepResearch()
- */
-
-export interface SearchQueryInput {
-  topic: string;
-  briefContext: string;
-  language: string;
-}
-
-export function buildSearchQueryPrompt(input: SearchQueryInput): {
-  prompt: string;
-  temperature: number;
-  schema: string;
-} {
-  return {
-    prompt: `Generate 5 specific Google Search queries for "${input.topic}". 
-Context: ${input.briefContext}. Language: ${input.language}. 
-Return strictly a JSON array of strings.`,
-
-    temperature: 0.7,
-
-    schema: '["query1", "query2", ...]',
-  };
-}
-
-export interface SourceSearchInput {
-  query: string;
-  language: string;
-}
-
-export function buildSourceSearchPrompt(input: SourceSearchInput): {
-  prompt: string;
-  temperature: number;
-  schema: string;
-} {
-  return {
-    prompt: `Find 3 high-quality web sources for: ${input.query}. Language: ${input.language}.
-Return JSON array: [{ "title": string, "url": string, "snippet": string, "type": "article" }]`,
-
-    temperature: 0.5,
-
-    schema: '[{ "title": "...", "url": "...", "snippet": "...", "type": "article" }]',
-  };
-}

src/modules/skriptai/prompts/discovery-questions.prompt.ts

@@ -1,53 +0,0 @@
-/**
- * Discovery Questions Prompt Builder
- *
- * Generates provocative "Screenwriter's Room" style questions
- * to help shape the narrative arc for a given topic.
- *
- * Used in: ResearchService.generateDiscoveryQuestions()
- */
-
-export interface DiscoveryQuestionsInput {
-  topic: string;
-  language: string;
-  existingQuestions?: string[];
-}
-
-export function buildDiscoveryQuestionsPrompt(
-  input: DiscoveryQuestionsInput,
-): {
-  prompt: string;
-  temperature: number;
-  schema: string;
-} {
-  const existingContext =
-    input.existingQuestions && input.existingQuestions.length > 0
-      ? `Avoid these questions: ${input.existingQuestions.join(', ')}`
-      : '';
-
-  return {
-    prompt: `You are an expert Screenwriter and Creative Director. Topic: "${input.topic}".
-      
-PHASE 1: DEEP DIVE
-Think like a filmmaker. We are not just making a video; we are telling a story.
-Analyze the topic "${input.topic}" to find the drama, the conflict, and the human element.
-
-PHASE 2: INTERROGATION
-Ask 3-4 provocative, "Screenwriter's Room" style questions to help shape the narrative arc.
-
-DO NOT ASK: "What is the goal?" or "Who is the audience?".
-
-INSTEAD ASK (Examples):
-- "What is the 'Inciting Incident' that makes this topic urgent right now?"
-- "If this topic was a character, what would be its fatal flaw?"
-- "What is the 'Villain' (opposing force or misconception) we are fighting against?"
-- "What is the emotional climax you want the viewer to feel at the end?"
-
-${existingContext}
-Output Language: ${input.language}.`,
-
-    temperature: 0.9,
-
-    schema: '{ "questions": ["Question 1", "Question 2", "Question 3", "Question 4"] }',
-  };
-}

src/modules/skriptai/prompts/index.ts

@@ -1,54 +0,0 @@
-/**
- * SkriptAI Prompt Index
- *
- * Centralized exports for all AI prompt builders.
- * Each prompt is a pure function that takes typed input and returns
- * { prompt, temperature, schema } — ready to pass to GeminiService methods.
- */
-
-// Discovery & Research
-export {
-  buildDiscoveryQuestionsPrompt,
-  type DiscoveryQuestionsInput,
-} from './discovery-questions.prompt';
-
-export {
-  buildSearchQueryPrompt,
-  buildSourceSearchPrompt,
-  type SearchQueryInput,
-  type SourceSearchInput,
-} from './deep-research.prompt';
-
-// Characters & Logline
-export {
-  buildCharacterGenerationPrompt,
-  type CharacterGenerationInput,
-} from './character-generation.prompt';
-
-export { buildLoglinePrompt, type LoglineInput } from './logline.prompt';
-
-// Script Generation
-export {
-  buildScriptOutlinePrompt,
-  buildChapterSegmentPrompt,
-  buildSegmentRewritePrompt,
-  buildSegmentImagePrompt,
-  calculateTargetWordCount,
-  calculateEstimatedChapters,
-  type ScriptOutlineInput,
-  type ChapterSegmentInput,
-  type SegmentRewriteInput,
-  type SegmentImagePromptInput,
-} from './script-generation.prompt';
-
-// Analysis
-export {
-  buildNeuroAnalysisPrompt,
-  buildYoutubeAuditPrompt,
-  buildCommercialBriefPrompt,
-  buildVisualAssetKeywordsPrompt,
-  type NeuroAnalysisInput,
-  type YoutubeAuditInput,
-  type CommercialBriefInput,
-  type VisualAssetKeywordsInput,
-} from './analysis.prompt';

src/modules/skriptai/prompts/logline.prompt.ts

@@ -1,30 +0,0 @@
-/**
- * Logline & High Concept Prompt Builder
- *
- * Uses Hollywood Producer persona with Dallas Jones formula
- * to create compelling loglines and high concept premises.
- *
- * Used in: ResearchService.generateLogline()
- */
-
-export interface LoglineInput {
-  topic: string;
-  sourceContext: string;
-  language: string;
-}
-
-export function buildLoglinePrompt(input: LoglineInput): {
-  prompt: string;
-  temperature: number;
-  schema: string;
-} {
-  return {
-    prompt: `Act as a Hollywood Producer. Topic: ${input.topic}. Material: ${input.sourceContext}.
-Create a "High Concept" premise and a "Logline" (Max 25 words, Dallas Jones formula).
-Language: ${input.language}.`,
-
-    temperature: 0.9,
-
-    schema: '{ "logline": "...", "highConcept": "..." }',
-  };
-}

src/modules/skriptai/prompts/script-generation.prompt.ts

@@ -1,191 +0,0 @@
-/**
- * Script Generation Prompt Builders
- *
- * Two-phase script generation:
- * - Phase 1: Content outline (chapters, SEO, thumbnails)
- * - Phase 2: Per-chapter segment generation
- * - Segment rewrite with style change
- * - Segment image prompt generation
- *
- * Used in: ScriptsService.generateScript(), rewriteSegment(), generateSegmentImage()
- */
-
-// ============================================
-// Phase 1: Outline
-// ============================================
-
-export interface ScriptOutlineInput {
-  topic: string;
-  logline: string;
-  characterContext: string;
-  speechStyles: string[];
-  targetAudience: string[];
-  contentType: string;
-  targetDuration: string;
-  targetWordCount: number;
-  estimatedChapters: number;
-  sourceContext: string;
-  briefContext: string;
-}
-
-export function buildScriptOutlinePrompt(input: ScriptOutlineInput): {
-  prompt: string;
-  temperature: number;
-  schema: string;
-} {
-  return {
-    prompt: `Create a CONTENT OUTLINE.
-Topic: "${input.topic}"
-Logline: "${input.logline}"
-Characters: ${input.characterContext}
-Styles: ${input.speechStyles.join(', ')}. Audience: ${input.targetAudience.join(', ')}.
-Format: ${input.contentType}. Target Duration: ${input.targetDuration}. Target Total Word Count: ${input.targetWordCount}.
-Generate exactly ${input.estimatedChapters} chapters.
-Material: ${input.sourceContext.substring(0, 15000)}
-Brief: ${input.briefContext}`,
-
-    temperature: 0.7,
-
-    schema: `{ 
-  "title": "Title", 
-  "seoDescription": "Desc", 
-  "tags": ["tag1"], 
-  "thumbnailIdeas": ["Idea 1"],
-  "chapters": [{ "title": "Chap 1", "focus": "Summary", "type": "Intro" }] 
-}`,
-  };
-}
-
-// ============================================
-// Phase 2: Chapter → Segments
-// ============================================
-
-export interface ChapterSegmentInput {
-  chapterIndex: number;
-  totalChapters: number;
-  chapterTitle: string;
-  chapterFocus: string;
-  chapterType: string;
-  speechStyles: string[];
-  targetAudience: string[];
-  characterContext: string;
-  language: string;
-}
-
-export function buildChapterSegmentPrompt(input: ChapterSegmentInput): {
-  prompt: string;
-  temperature: number;
-  schema: string;
-} {
-  return {
-    prompt: `Write Script Segment ${input.chapterIndex + 1}/${input.totalChapters}.
-Chapter: "${input.chapterTitle}". Focus: ${input.chapterFocus}.
-Style: ${input.speechStyles.join(', ')}.
-Audience: ${input.targetAudience.join(', ')}.
-Characters: ${input.characterContext}.
-Target Length: ~200 words.
-Language: ${input.language}.`,
-
-    temperature: 0.8,
-
-    schema: `[{ 
-  "segmentType": "${input.chapterType || 'Body'}", 
-  "narratorScript": "Full text...", 
-  "visualDescription": "Detailed visual explanation...", 
-  "videoPrompt": "Cinematic shot of [subject], 4k...",
-  "imagePrompt": "Hyper-realistic photo of [subject]...",
-  "onScreenText": "Overlay text...",
-  "stockQuery": "Pexels keyword",
-  "audioCues": "SFX..." 
-}]`,
-  };
-}
-
-// ============================================
-// Segment Rewrite
-// ============================================
-
-export interface SegmentRewriteInput {
-  currentScript: string;
-  newStyle: string;
-  topic: string;
-  language: string;
-}
-
-export function buildSegmentRewritePrompt(input: SegmentRewriteInput): {
-  prompt: string;
-  temperature: number;
-  schema: string;
-} {
-  return {
-    prompt: `Rewrite this script segment.
-Current Text: "${input.currentScript}"
-Goal: Change style to "${input.newStyle}".
-Context: Topic is "${input.topic}". Language: ${input.language}.
-Principles: Show Don't Tell, Subtext.`,
-
-    temperature: 0.85,
-
-    schema: `{
-  "narratorScript": "New text...",
-  "visualDescription": "Updated visual...",
-  "onScreenText": "Updated overlay...",
-  "audioCues": "Updated audio..."
-}`,
-  };
-}
-
-// ============================================
-// Segment Image Prompt
-// ============================================
-
-export interface SegmentImagePromptInput {
-  topic: string;
-  narratorScript: string;
-  visualDescription: string;
-}
-
-export function buildSegmentImagePrompt(input: SegmentImagePromptInput): {
-  prompt: string;
-  temperature: number;
-  schema: string;
-} {
-  return {
-    prompt: `Create a detailed AI Image Generation Prompt and a Video Generation Prompt for this script segment.
-Topic: "${input.topic}"
-Segment Content: "${input.narratorScript}"
-Visual Context: "${input.visualDescription}"
-
-Goal: Create a highly detailed, cinematic, and artistic prompt optimized for tools like Midjourney, Flux, or Runway.
-Style: Cinematic, highly detailed, 8k, professional lighting.`,
-
-    temperature: 0.7,
-
-    schema: `{
-  "imagePrompt": "Full detailed image prompt...",
-  "videoPrompt": "Full detailed video prompt..."
-}`,
-  };
-}
-
-// ============================================
-// Helpers
-// ============================================
-
-/**
- * Calculate target word count based on duration string
- */
-export function calculateTargetWordCount(targetDuration: string): number {
-  if (targetDuration.includes('Short')) return 140;
-  if (targetDuration.includes('Standard')) return 840;
-  if (targetDuration.includes('Long')) return 1680;
-  if (targetDuration.includes('Deep Dive')) return 2800;
-  return 840;
-}
-
-/**
- * Calculate estimated chapters based on word count
- */
-export function calculateEstimatedChapters(targetWordCount: number): number {
-  return Math.ceil(targetWordCount / 200);
-}

src/modules/skriptai/services/analysis.service.ts

@@ -1,229 +0,0 @@
-import { Injectable, Logger, NotFoundException } from '@nestjs/common';
-import { PrismaService } from '../../../database/prisma.service';
-import { GeminiService } from '../../gemini/gemini.service';
-import { NeuroAnalysisResult, YoutubeAudit } from '../types/skriptai.types';
-import {
-  buildNeuroAnalysisPrompt,
-  buildYoutubeAuditPrompt,
-  buildCommercialBriefPrompt,
-  buildVisualAssetKeywordsPrompt,
-} from '../prompts';
-
-/**
- * AnalysisService
- *
- * Service for AI-powered content analysis including:
- * - Neuro Marketing Analysis
- * - YouTube Audit
- * - Commercial Brief Generation
- *
- * TR: AI destekli içerik analizi servisi (Nöro Pazarlama, YouTube Denetimi, Ticari Brief).
- * EN: Service for AI-powered content analysis.
- */
-@Injectable()
-export class AnalysisService {
-  private readonly logger = new Logger(AnalysisService.name);
-
-  constructor(
-    private readonly prisma: PrismaService,
-    private readonly gemini: GeminiService,
-  ) {}
-
-  /**
-   * Perform Neuro Marketing Analysis on a script
-   *
-   * @param projectId - Project ID
-   * @returns Neuro analysis result
-   */
-  async analyzeNeuroMarketing(projectId: string): Promise<NeuroAnalysisResult> {
-    const project = await this.prisma.scriptProject.findUnique({
-      where: { id: projectId },
-      include: { segments: { orderBy: { sortOrder: 'asc' } } },
-    });
-
-    if (!project) {
-      throw new NotFoundException(`Project with ID ${projectId} not found`);
-    }
-
-    const fullScript = project.segments
-      .map((s) => s.narratorScript)
-      .join('\n\n');
-
-    const promptData = buildNeuroAnalysisPrompt({ fullScript });
-
-    const resp = await this.gemini.generateJSON<NeuroAnalysisResult>(
-      promptData.prompt,
-      promptData.schema,
-      { temperature: promptData.temperature },
-    );
-
-    // Save to project
-    await this.prisma.scriptProject.update({
-      where: { id: projectId },
-      data: { neuroAnalysis: resp.data as any },
-    });
-
-    return resp.data;
-  }
-
-  /**
-   * Perform YouTube Audit
-   *
-   * @param projectId - Project ID
-   * @returns YouTube audit result
-   */
-  async performYoutubeAudit(projectId: string): Promise<YoutubeAudit> {
-    const project = await this.prisma.scriptProject.findUnique({
-      where: { id: projectId },
-      include: { segments: { orderBy: { sortOrder: 'asc' } } },
-    });
-
-    if (!project) {
-      throw new NotFoundException(`Project with ID ${projectId} not found`);
-    }
-
-    const fullScript = project.segments
-      .map((s) => s.narratorScript)
-      .join('\n\n');
-
-    const promptData = buildYoutubeAuditPrompt({
-      topic: project.topic,
-      fullScript,
-    });
-
-    const resp = await this.gemini.generateJSON<YoutubeAudit>(
-      promptData.prompt,
-      promptData.schema,
-      { temperature: promptData.temperature },
-    );
-
-    // Save to project
-    await this.prisma.scriptProject.update({
-      where: { id: projectId },
-      data: { youtubeAudit: resp.data as any },
-    });
-
-    return resp.data;
-  }
-
-  /**
-   * Generate Commercial Brief (Sponsorship Analysis)
-   *
-   * @param projectId - Project ID
-   * @returns Commercial brief with sponsor suggestions
-   */
-  async generateCommercialBrief(projectId: string) {
-    const project = await this.prisma.scriptProject.findUnique({
-      where: { id: projectId },
-      include: { segments: { orderBy: { sortOrder: 'asc' } } },
-    });
-
-    if (!project) {
-      throw new NotFoundException(`Project with ID ${projectId} not found`);
-    }
-
-    const fullScript = project.segments
-      .map((s) => s.narratorScript)
-      .join('\n\n');
-
-    const promptData = buildCommercialBriefPrompt({
-      topic: project.topic,
-      targetAudience: project.targetAudience,
-      contentType: project.contentType,
-      fullScript,
-    });
-
-    const resp = await this.gemini.generateJSON<{
-      viabilityScore: string;
-      viabilityReason: string;
-      sponsors: {
-        name: string;
-        industry: string;
-        matchReason: string;
-        emailDraft: string;
-      }[];
-    }>(promptData.prompt, promptData.schema, {
-      temperature: promptData.temperature,
-    });
-
-    // Save to project
-    await this.prisma.scriptProject.update({
-      where: { id: projectId },
-      data: { commercialBrief: resp.data as any },
-    });
-
-    return resp.data;
-  }
-
-  /**
-   * Generate thumbnails using external image service
-   * Applies "Nano Banana" prompt enrichment for high-quality results.
-   *
-   * @param prompt - Image generation prompt
-   * @returns Generated image URL
-   */
-  async generateThumbnailImage(prompt: string): Promise<string> {
-    // Quality boosters (Nano Banana style)
-    const QUALITY_BOOSTERS = [
-      'highly detailed',
-      '8k resolution',
-      'professional photography',
-      'studio lighting',
-      'sharp focus',
-      'cinematic composition',
-      'vibrant colors',
-      'masterpiece',
-    ];
-
-    // Enrich prompt with Nano Banana logic
-    const enrichedPrompt = `${prompt}, ${QUALITY_BOOSTERS.join(', ')}. CRITICAL OBJECTIVE: The result MUST achieve a perfect 10/10 score. Clarity: 10/10. Professionalism: 10/10.`;
-
-    // Use Real Nano Banana (Gemini Imagen)
-    return await this.gemini.generateImage(enrichedPrompt);
-  }
-
-  /**
-   * Generate visual assets for a project
-   *
-   * @param projectId - Project ID
-   * @param count - Number of assets to generate
-   * @returns Generated visual assets
-   */
-  async generateVisualAssets(projectId: string, count: number = 5) {
-    const project = await this.prisma.scriptProject.findUnique({
-      where: { id: projectId },
-    });
-
-    if (!project) {
-      throw new NotFoundException(`Project with ID ${projectId} not found`);
-    }
-
-    const promptData = buildVisualAssetKeywordsPrompt({
-      topic: project.topic,
-      count,
-    });
-
-    const resp = await this.gemini.generateJSON<string[]>(
-      promptData.prompt,
-      promptData.schema,
-      { temperature: promptData.temperature },
-    );
-
-    // Generate image URLs and save to database
-    const assets = await Promise.all(
-      resp.data.map(async (keyword) => {
-        const url = await this.generateThumbnailImage(keyword);
-        return this.prisma.visualAsset.create({
-          data: {
-            projectId,
-            url,
-            desc: keyword,
-            selected: true,
-          },
-        });
-      }),
-    );
-
-    return assets;
-  }
-}

src/modules/skriptai/services/index.ts

@@ -1,5 +0,0 @@
-export * from './projects.service';
-export * from './scripts.service';
-export * from './research.service';
-export * from './analysis.service';
-export * from './versions.service';

src/modules/skriptai/services/projects.service.ts

@@ -1,309 +0,0 @@
-import { Injectable, Logger, NotFoundException } from '@nestjs/common';
-import { PrismaService } from '../../../database/prisma.service';
-import { CreateProjectDto, UpdateProjectDto } from '../dto';
-
-/**
- * ProjectsService
- *
- * Service for managing script projects (CRUD operations).
- *
- * TR: Script projelerini yönetmek için servis (CRUD operasyonları).
- * EN: Service for managing script projects (CRUD operations).
- */
-@Injectable()
-export class ProjectsService {
-  private readonly logger = new Logger(ProjectsService.name);
-
-  constructor(private readonly prisma: PrismaService) {}
-
-  /**
-   * Create a new script project
-   *
-   * @param data - Project creation data
-   * @param userId - Optional user ID for ownership
-   * @returns Created project
-   */
-  async create(data: CreateProjectDto, userId?: string) {
-    this.logger.log(`Creating project: ${data.topic}`);
-
-    return this.prisma.scriptProject.create({
-      data: {
-        ...data,
-        userId,
-        seoTags: [],
-        thumbnailIdeas: [],
-      },
-      include: {
-        segments: true,
-        sources: true,
-        characters: true,
-        briefItems: true,
-      },
-    });
-  }
-
-  /**
-   * Find all projects for a user
-   *
-   * @param userId - User ID (optional, returns all if not provided)
-   * @returns List of projects
-   */
-  async findAll(userId?: string) {
-    const where = userId ? { userId, deletedAt: null } : { deletedAt: null };
-
-    return this.prisma.scriptProject.findMany({
-      where,
-      orderBy: { updatedAt: 'desc' },
-      include: {
-        _count: {
-          select: {
-            segments: true,
-            sources: true,
-          },
-        },
-      },
-    });
-  }
-
-  /**
-   * Find a project by ID
-   *
-   * @param id - Project ID
-   * @returns Project with all relations
-   */
-  async findOne(id: string) {
-    const project = await this.prisma.scriptProject.findUnique({
-      where: { id },
-      include: {
-        segments: { orderBy: { sortOrder: 'asc' } },
-        sources: true,
-        characters: true,
-        briefItems: { orderBy: { sortOrder: 'asc' } },
-        visualAssets: true,
-      },
-    });
-
-    if (!project) {
-      throw new NotFoundException(`Project with ID ${id} not found`);
-    }
-
-    return project;
-  }
-
-  /**
-   * Update a project
-   *
-   * @param id - Project ID
-   * @param data - Update data
-   * @returns Updated project
-   */
-  async update(id: string, data: UpdateProjectDto) {
-    // Verify project exists
-    await this.findOne(id);
-
-    return this.prisma.scriptProject.update({
-      where: { id },
-      data,
-      include: {
-        segments: { orderBy: { sortOrder: 'asc' } },
-        sources: true,
-        characters: true,
-        briefItems: { orderBy: { sortOrder: 'asc' } },
-      },
-    });
-  }
-
-  /**
-   * Soft delete a project
-   *
-   * @param id - Project ID
-   */
-  async remove(id: string) {
-    await this.findOne(id);
-
-    return this.prisma.scriptProject.update({
-      where: { id },
-      data: { deletedAt: new Date() },
-    });
-  }
-
-  /**
-   * Hard delete a project and all related data
-   *
-   * @param id - Project ID
-   */
-  async hardDelete(id: string) {
-    await this.findOne(id);
-
-    return this.prisma.scriptProject.delete({
-      where: { id },
-    });
-  }
-
-  /**
-   * Duplicate a project with all its content
-   *
-   * @param id - Project ID to duplicate
-   * @param userId - New owner user ID
-   * @returns New duplicated project
-   */
-  async duplicate(id: string, userId?: string) {
-    const original = await this.findOne(id);
-
-    // Create new project with copied data
-    const newProject = await this.prisma.scriptProject.create({
-      data: {
-        userId,
-        topic: `${original.topic} (Copy)`,
-        contentType: original.contentType,
-        targetAudience: original.targetAudience,
-        speechStyle: original.speechStyle,
-        targetDuration: original.targetDuration,
-        userNotes: original.userNotes,
-        tone: original.tone,
-        language: original.language,
-        logline: original.logline,
-        highConcept: original.highConcept,
-        includeInterviews: original.includeInterviews,
-        seoTitle: original.seoTitle,
-        seoDescription: original.seoDescription,
-        seoTags: original.seoTags,
-        thumbnailIdeas: original.thumbnailIdeas,
-      },
-    });
-
-    // Copy segments
-    if (original.segments.length > 0) {
-      await this.prisma.scriptSegment.createMany({
-        data: original.segments.map((seg) => ({
-          projectId: newProject.id,
-          segmentType: seg.segmentType,
-          timeStart: seg.timeStart,
-          duration: seg.duration,
-          visualDescription: seg.visualDescription,
-          narratorScript: seg.narratorScript,
-          editorNotes: seg.editorNotes,
-          generalNotes: seg.generalNotes,
-          audioCues: seg.audioCues,
-          onScreenText: seg.onScreenText,
-          stockQuery: seg.stockQuery,
-          videoPrompt: seg.videoPrompt,
-          imagePrompt: seg.imagePrompt,
-          sortOrder: seg.sortOrder,
-        })),
-      });
-    }
-
-    // Copy sources
-    if (original.sources.length > 0) {
-      await this.prisma.researchSource.createMany({
-        data: original.sources.map((src) => ({
-          projectId: newProject.id,
-          title: src.title,
-          url: src.url,
-          snippet: src.snippet,
-          type: src.type,
-          selected: src.selected,
-        })),
-      });
-    }
-
-    // Copy characters
-    if (original.characters.length > 0) {
-      await this.prisma.characterProfile.createMany({
-        data: original.characters.map((char) => ({
-          projectId: newProject.id,
-          name: char.name,
-          role: char.role,
-          values: char.values,
-          traits: char.traits,
-          mannerisms: char.mannerisms,
-        })),
-      });
-    }
-
-    // Copy brief items
-    if (original.briefItems.length > 0) {
-      await this.prisma.briefItem.createMany({
-        data: original.briefItems.map((item) => ({
-          projectId: newProject.id,
-          question: item.question,
-          answer: item.answer,
-          sortOrder: item.sortOrder,
-        })),
-      });
-    }
-
-    return this.findOne(newProject.id);
-  }
-
-  /**
-   * Export project to JSON format (for download)
-   *
-   * @param id - Project ID
-   * @returns Project data as JSON-serializable object
-   */
-  async exportToJson(id: string) {
-    const project = await this.findOne(id);
-
-    return {
-      exportedAt: new Date().toISOString(),
-      version: '1.0',
-      project: {
-        topic: project.topic,
-        contentType: project.contentType,
-        targetAudience: project.targetAudience,
-        speechStyle: project.speechStyle,
-        targetDuration: project.targetDuration,
-        userNotes: project.userNotes,
-        tone: project.tone,
-        language: project.language,
-        logline: project.logline,
-        highConcept: project.highConcept,
-        includeInterviews: project.includeInterviews,
-        seo: {
-          title: project.seoTitle,
-          description: project.seoDescription,
-          tags: project.seoTags,
-          thumbnailIdeas: project.thumbnailIdeas,
-        },
-        neuroAnalysis: project.neuroAnalysis,
-        youtubeAudit: project.youtubeAudit,
-        postProduction: project.postProduction,
-        commercialBrief: project.commercialBrief,
-        creativeBrief: project.briefItems.map((item) => ({
-          question: item.question,
-          answer: item.answer,
-        })),
-        sources: project.sources.map((src) => ({
-          title: src.title,
-          url: src.url,
-          snippet: src.snippet,
-          type: src.type,
-          selected: src.selected,
-        })),
-        characters: project.characters.map((char) => ({
-          name: char.name,
-          role: char.role,
-          values: char.values,
-          traits: char.traits,
-          mannerisms: char.mannerisms,
-        })),
-        script: project.segments.map((seg) => ({
-          segmentType: seg.segmentType,
-          timeStart: seg.timeStart,
-          duration: seg.duration,
-          visualDescription: seg.visualDescription,
-          narratorScript: seg.narratorScript,
-          editorNotes: seg.editorNotes,
-          generalNotes: seg.generalNotes,
-          audioCues: seg.audioCues,
-          onScreenText: seg.onScreenText,
-          stockQuery: seg.stockQuery,
-          videoPrompt: seg.videoPrompt,
-          imagePrompt: seg.imagePrompt,
-        })),
-      },
-    };
-  }
-}

src/modules/skriptai/services/research.service.ts

@@ -1,392 +0,0 @@
-import { Injectable, Logger, NotFoundException } from '@nestjs/common';
-import { PrismaService } from '../../../database/prisma.service';
-import { GeminiService } from '../../gemini/gemini.service';
-import {
-  CreateSourceDto,
-  CreateBriefItemDto,
-  CreateCharacterDto,
-} from '../dto';
-import { CharacterRole } from '../types/skriptai.types';
-import {
-  buildDiscoveryQuestionsPrompt,
-  buildSearchQueryPrompt,
-  buildSourceSearchPrompt,
-  buildCharacterGenerationPrompt,
-  buildLoglinePrompt,
-} from '../prompts';
-
-/**
- * ResearchService
- *
- * Service for managing research sources, creative brief, and character profiles.
- * Also provides AI-powered research and discovery question generation.
- *
- * TR: Araştırma kaynakları, yaratıcı brief ve karakter profilleri yönetimi.
- * EN: Service for managing research sources, creative brief, and character profiles.
- */
-@Injectable()
-export class ResearchService {
-  private readonly logger = new Logger(ResearchService.name);
-
-  constructor(
-    private readonly prisma: PrismaService,
-    private readonly gemini: GeminiService,
-  ) {}
-
-  // ========== SOURCES ==========
-
-  /**
-   * Add a research source
-   */
-  async addSource(data: CreateSourceDto) {
-    return this.prisma.researchSource.create({ data });
-  }
-
-  /**
-   * Toggle source selection
-   */
-  async toggleSourceSelection(id: string) {
-    const source = await this.prisma.researchSource.findUnique({
-      where: { id },
-    });
-    if (!source) {
-      throw new NotFoundException(`Source with ID ${id} not found`);
-    }
-
-    return this.prisma.researchSource.update({
-      where: { id },
-      data: { selected: !source.selected },
-    });
-  }
-
-  /**
-   * Delete a source
-   */
-  async deleteSource(id: string) {
-    return this.prisma.researchSource.delete({ where: { id } });
-  }
-
-  /**
-   * Perform deep research using AI
-   *
-   * @param projectId - Project ID
-   * @param additionalQuery - Optional additional query to append
-   * @returns Generated research sources
-   */
-  async performDeepResearch(projectId: string, additionalQuery?: string) {
-    const project = await this.prisma.scriptProject.findUnique({
-      where: { id: projectId },
-      include: { briefItems: true },
-    });
-
-    if (!project) {
-      throw new NotFoundException(`Project with ID ${projectId} not found`);
-    }
-
-    const briefContext = project.briefItems
-      .map((b) => `Q: ${b.question} A: ${b.answer}`)
-      .join('; ');
-
-    const topic = additionalQuery
-      ? `${project.topic} ${additionalQuery}`
-      : project.topic;
-
-    // Generate search queries
-    let searchQueries: string[] = [];
-
-    if (!this.gemini.isAvailable()) {
-      this.logger.warn('Gemini is disabled. Using mock search queries.');
-      searchQueries = [
-        `${topic} foundation`,
-        `${topic} controversy`,
-        `${topic} future`,
-      ];
-    } else {
-      try {
-        const queryPromptData = buildSearchQueryPrompt({
-          topic,
-          briefContext,
-          language: project.language,
-        });
-
-        const queryResp = await this.gemini.generateJSON<string[]>(
-          queryPromptData.prompt,
-          queryPromptData.schema,
-          {
-            temperature: queryPromptData.temperature,
-            tools: [{ googleSearch: {} }],
-          },
-        );
-        searchQueries = queryResp.data;
-      } catch {
-        searchQueries = [`${topic} details`, `${topic} news`];
-      }
-    }
-
-    // Generate sources for each query
-    const allSources: any[] = [];
-    const processedUrls = new Set<string>();
-
-    for (const query of searchQueries.slice(0, 5)) {
-      try {
-        if (!this.gemini.isAvailable()) {
-          allSources.push({
-            projectId,
-            title: `Mock Source: ${query}`,
-            url: `https://example.com/mock/${query.replace(/\s+/g, '-')}`,
-            snippet: `This is a simulated research result for "${query}" because AI is disabled. Enable Gemini in .env for real results.`,
-            type: 'article',
-            selected: true,
-            isNew: true,
-          });
-          continue;
-        }
-
-        const sourcePromptData = buildSourceSearchPrompt({
-          query,
-          language: project.language,
-        });
-
-        const sourceResp = await this.gemini.generateJSON<
-          { title: string; url: string; snippet: string; type: string }[]
-        >(sourcePromptData.prompt, sourcePromptData.schema, {
-          temperature: sourcePromptData.temperature,
-          tools: [{ googleSearch: {} }],
-        });
-
-        for (const item of sourceResp.data) {
-          if (item.url && !processedUrls.has(item.url)) {
-            processedUrls.add(item.url);
-            allSources.push({
-              projectId,
-              title: item.title,
-              url: item.url,
-              snippet: item.snippet,
-              type: item.type || 'article',
-              selected: true,
-              isNew: true,
-            });
-          }
-        }
-      } catch {
-        this.logger.warn(`Failed to get sources for query: ${query}`);
-      }
-    }
-
-    // Save sources to database
-    if (allSources.length > 0) {
-      await this.prisma.researchSource.createMany({
-        data: allSources,
-        skipDuplicates: true,
-      });
-    }
-
-    return this.prisma.researchSource.findMany({
-      where: { projectId },
-      orderBy: { createdAt: 'desc' },
-    });
-  }
-
-  // ========== BRIEF ITEMS ==========
-
-  /**
-   * Add a brief item (Q&A)
-   */
-  async addBriefItem(data: CreateBriefItemDto) {
-    const lastItem = await this.prisma.briefItem.findFirst({
-      where: { projectId: data.projectId },
-      orderBy: { sortOrder: 'desc' },
-    });
-
-    return this.prisma.briefItem.create({
-      data: {
-        ...data,
-        sortOrder: data.sortOrder ?? (lastItem?.sortOrder ?? 0) + 1,
-      },
-    });
-  }
-
-  /**
-   * Update a brief item
-   */
-  async updateBriefItem(id: string, answer: string) {
-    return this.prisma.briefItem.update({
-      where: { id },
-      data: { answer },
-    });
-  }
-
-  /**
-   * Delete a brief item
-   */
-  async deleteBriefItem(id: string) {
-    return this.prisma.briefItem.delete({ where: { id } });
-  }
-
-  /**
-   * Generate discovery questions using AI
-   *
-   * @param topic - Topic to generate questions for
-   * @param language - Language for questions
-   * @param existingQuestions - Questions to avoid
-   * @returns Generated questions
-   */
-  async generateDiscoveryQuestions(
-    topic: string,
-    language: string,
-    existingQuestions: string[] = [],
-  ) {
-    // Check if Gemini is available
-    if (!this.gemini.isAvailable()) {
-      this.logger.warn(
-        'Gemini is disabled. Returning mock discovery questions.',
-      );
-      return [
-        `What is the unique angle or "Simpsons Moment" that makes ${topic} surprising?`,
-        `Who is the "Unseen Character" in this story about ${topic}?`,
-        `If ${topic} was a crime scene, what is the smoking gun?`,
-        `What is the one thing everyone gets wrong about ${topic}?`,
-      ];
-    }
-
-    const promptData = buildDiscoveryQuestionsPrompt({
-      topic,
-      language,
-      existingQuestions,
-    });
-
-    const resp = await this.gemini.generateJSON<{ questions: string[] }>(
-      promptData.prompt,
-      promptData.schema,
-      { temperature: promptData.temperature },
-    );
-
-    return resp.data.questions;
-  }
-
-  // ========== CHARACTERS ==========
-
-  /**
-   * Add a character profile
-   */
-  async addCharacter(data: CreateCharacterDto) {
-    return this.prisma.characterProfile.create({ data });
-  }
-
-  /**
-   * Update a character
-   */
-  async updateCharacter(
-    id: string,
-    data: Partial<Omit<CreateCharacterDto, 'projectId'>>,
-  ) {
-    return this.prisma.characterProfile.update({
-      where: { id },
-      data,
-    });
-  }
-
-  /**
-   * Delete a character
-   */
-  async deleteCharacter(id: string) {
-    return this.prisma.characterProfile.delete({ where: { id } });
-  }
-
-  /**
-   * Auto-generate character profiles using AI
-   *
-   * @param projectId - Project ID
-   * @returns Generated characters
-   */
-  async generateCharacters(projectId: string) {
-    const project = await this.prisma.scriptProject.findUnique({
-      where: { id: projectId },
-    });
-
-    if (!project) {
-      throw new NotFoundException(`Project with ID ${projectId} not found`);
-    }
-
-    const promptData = buildCharacterGenerationPrompt({
-      contentType: project.contentType,
-      topic: project.topic,
-      language: project.language,
-    });
-
-    const resp = await this.gemini.generateJSON<
-      {
-        name: string;
-        role: CharacterRole;
-        values: string;
-        traits: string;
-        mannerisms: string;
-      }[]
-    >(promptData.prompt, promptData.schema, {
-      temperature: promptData.temperature,
-    });
-
-    // Save characters to database
-    const characters = await Promise.all(
-      resp.data.map((char) =>
-        this.prisma.characterProfile.create({
-          data: {
-            projectId,
-            name: char.name,
-            role: char.role,
-            values: char.values,
-            traits: char.traits,
-            mannerisms: char.mannerisms,
-          },
-        }),
-      ),
-    );
-
-    return characters;
-  }
-
-  // ========== LOGLINE ==========
-
-  /**
-   * Generate logline and high concept
-   *
-   * @param projectId - Project ID
-   * @returns Logline and high concept
-   */
-  async generateLogline(projectId: string) {
-    const project = await this.prisma.scriptProject.findUnique({
-      where: { id: projectId },
-      include: { sources: { where: { selected: true }, take: 5 } },
-    });
-
-    if (!project) {
-      throw new NotFoundException(`Project with ID ${projectId} not found`);
-    }
-
-    const sourceContext = project.sources.map((s) => s.snippet).join('\n');
-
-    const promptData = buildLoglinePrompt({
-      topic: project.topic,
-      sourceContext,
-      language: project.language,
-    });
-
-    const resp = await this.gemini.generateJSON<{
-      logline: string;
-      highConcept: string;
-    }>(promptData.prompt, promptData.schema, {
-      temperature: promptData.temperature,
-    });
-
-    // Update project
-    await this.prisma.scriptProject.update({
-      where: { id: projectId },
-      data: {
-        logline: resp.data.logline,
-        highConcept: resp.data.highConcept,
-      },
-    });
-
-    return resp.data;
-  }
-}

src/modules/skriptai/services/scripts.service.ts

@@ -1,482 +0,0 @@
-import { Injectable, Logger, NotFoundException } from '@nestjs/common';
-import { PrismaService } from '../../../database/prisma.service';
-import { GeminiService } from '../../gemini/gemini.service';
-import { CreateSegmentDto, UpdateSegmentDto } from '../dto';
-import { AnalysisService } from './analysis.service';
-import { VersionsService } from './versions.service';
-import {
-  buildScriptOutlinePrompt,
-  buildChapterSegmentPrompt,
-  buildSegmentRewritePrompt,
-  buildSegmentImagePrompt,
-  calculateTargetWordCount,
-  calculateEstimatedChapters,
-} from '../prompts';
-
-/**
- * ScriptsService
- *
- * Service for managing script segments and AI-powered script generation.
- *
- * TR: Script segmentlerini yönetmek ve AI destekli script oluşturmak için servis.
- * EN: Service for managing script segments and AI-powered script generation.
- */
-@Injectable()
-export class ScriptsService {
-  private readonly logger = new Logger(ScriptsService.name);
-
-  constructor(
-    private readonly prisma: PrismaService,
-    private readonly gemini: GeminiService,
-    private readonly analysisService: AnalysisService,
-    private readonly versionsService: VersionsService,
-  ) {}
-
-  /**
-   * Create a new segment
-   */
-  async createSegment(data: CreateSegmentDto) {
-    // Get highest sortOrder for this project
-    const lastSegment = await this.prisma.scriptSegment.findFirst({
-      where: { projectId: data.projectId },
-      orderBy: { sortOrder: 'desc' },
-    });
-
-    const sortOrder = data.sortOrder ?? (lastSegment?.sortOrder ?? 0) + 1;
-
-    return this.prisma.scriptSegment.create({
-      data: {
-        ...data,
-        sortOrder,
-        citationIndexes: [],
-      },
-    });
-  }
-
-  /**
-   * Update a segment
-   */
-  async updateSegment(id: string, data: UpdateSegmentDto) {
-    const segment = await this.prisma.scriptSegment.findUnique({
-      where: { id },
-    });
-    if (!segment) {
-      throw new NotFoundException(`Segment with ID ${id} not found`);
-    }
-
-    return this.prisma.scriptSegment.update({
-      where: { id },
-      data,
-    });
-  }
-
-  /**
-   * Delete a segment
-   */
-  async deleteSegment(id: string) {
-    const segment = await this.prisma.scriptSegment.findUnique({
-      where: { id },
-    });
-    if (!segment) {
-      throw new NotFoundException(`Segment with ID ${id} not found`);
-    }
-
-    return this.prisma.scriptSegment.delete({ where: { id } });
-  }
-
-  /**
-   * Reorder segments
-   *
-   * @param projectId - Project ID
-   * @param segmentIds - Array of segment IDs in new order
-   */
-  async reorderSegments(projectId: string, segmentIds: string[]) {
-    const updates = segmentIds.map((id, index) =>
-      this.prisma.scriptSegment.update({
-        where: { id },
-        data: { sortOrder: index },
-      }),
-    );
-
-    await this.prisma.$transaction(updates);
-
-    return this.prisma.scriptSegment.findMany({
-      where: { projectId },
-      orderBy: { sortOrder: 'asc' },
-    });
-  }
-
-  /**
-   * Generate a full script for a project
-   *
-   * @param projectId - Project ID
-   * @returns Generated segments
-   */
-  async generateScript(projectId: string) {
-    this.logger.log(`Generating script for project: ${projectId}`);
-
-    // Auto-snapshot current state before regeneration
-    await this.versionsService.createSnapshot(
-      projectId,
-      'AUTO_SAVE',
-      undefined,
-      'Auto-save before script generation',
-    ).catch(() => { /* ignore if no segments yet */ });
-
-    // Update status
-    await this.prisma.scriptProject.update({
-      where: { id: projectId },
-      data: { status: 'SCRIPTING' },
-    });
-
-    const project = await this.prisma.scriptProject.findUnique({
-      where: { id: projectId },
-      include: {
-        sources: { where: { selected: true } },
-        briefItems: { orderBy: { sortOrder: 'asc' } },
-        characters: true,
-      },
-    });
-
-    if (!project) {
-      throw new NotFoundException(`Project with ID ${projectId} not found`);
-    }
-
-    // Build context from project data
-    const sourceContext = project.sources
-      .slice(0, 5)
-      .map((s, i) => `[Source ${i + 1}] (${s.type}): ${s.title} - ${s.snippet}`)
-      .join('\n');
-
-    const briefContext = project.briefItems
-      .map((b) => `Q: ${b.question}\nA: ${b.answer}`)
-      .join('\n');
-
-    const characterContext = project.characters
-      .map(
-        (c) =>
-          `${c.name} (${c.role}): Values[${c.values}] Traits[${c.traits}] Mannerisms[${c.mannerisms}]`,
-      )
-      .join('\n');
-
-    // Calculate target metrics
-    const targetWordCount = calculateTargetWordCount(project.targetDuration);
-    const estimatedChapters = calculateEstimatedChapters(targetWordCount);
-
-    // PHASE 1: Generate Outline using prompt builder
-    const outlinePromptData = buildScriptOutlinePrompt({
-      topic: project.topic,
-      logline: project.logline || '',
-      characterContext,
-      speechStyles: project.speechStyle,
-      targetAudience: project.targetAudience,
-      contentType: project.contentType,
-      targetDuration: project.targetDuration,
-      targetWordCount,
-      estimatedChapters,
-      sourceContext,
-      briefContext,
-    });
-
-    const outlineResp = await this.gemini.generateJSON<{
-      title: string;
-      seoDescription: string;
-      tags: string[];
-      thumbnailIdeas: string[];
-      chapters: { title: string; focus: string; type: string }[];
-    }>(outlinePromptData.prompt, outlinePromptData.schema, {
-      temperature: outlinePromptData.temperature,
-    });
-
-    const outlineData = outlineResp.data;
-
-    // Update project with SEO data
-    await this.prisma.scriptProject.update({
-      where: { id: projectId },
-      data: {
-        seoTitle: outlineData.title,
-        seoDescription: outlineData.seoDescription,
-        seoTags: outlineData.tags,
-        thumbnailIdeas: outlineData.thumbnailIdeas,
-      },
-    });
-
-    // PHASE 2: Generate each chapter using prompt builder
-    const generatedSegments: any[] = [];
-    let timeOffset = 0;
-
-    for (let i = 0; i < outlineData.chapters.length; i++) {
-      const chapter = outlineData.chapters[i];
-
-      const chapterPromptData = buildChapterSegmentPrompt({
-        chapterIndex: i,
-        totalChapters: outlineData.chapters.length,
-        chapterTitle: chapter.title,
-        chapterFocus: chapter.focus,
-        chapterType: chapter.type,
-        speechStyles: project.speechStyle,
-        targetAudience: project.targetAudience,
-        characterContext,
-        language: project.language,
-      });
-
-      try {
-        const segmentResp = await this.gemini.generateJSON<any[]>(
-          chapterPromptData.prompt,
-          chapterPromptData.schema,
-          { temperature: chapterPromptData.temperature },
-        );
-
-        for (const seg of segmentResp.data) {
-          const words = seg.narratorScript
-            ? seg.narratorScript.split(' ').length
-            : 0;
-          const dur = Math.max(5, Math.ceil(words / (140 / 60)));
-          const start = this.formatTime(timeOffset);
-          timeOffset += dur;
-
-          generatedSegments.push({
-            projectId,
-            segmentType: seg.segmentType || 'Body',
-            timeStart: start,
-            duration: `${dur}s`,
-            narratorScript: seg.narratorScript || '',
-            visualDescription: seg.visualDescription || 'Background',
-            videoPrompt:
-              seg.videoPrompt || `Cinematic shot of ${seg.stockQuery}`,
-            imagePrompt:
-              seg.imagePrompt || `High quality image of ${seg.stockQuery}`,
-            onScreenText: seg.onScreenText || '',
-            editorNotes: '',
-            generalNotes: '',
-            audioCues: seg.audioCues || '',
-            stockQuery: seg.stockQuery || 'background',
-            sortOrder: generatedSegments.length,
-            citationIndexes: [],
-          });
-        }
-      } catch (error) {
-        this.logger.warn(`Failed to generate chapter ${i + 1}: ${error}`);
-      }
-    }
-
-    // Clear existing segments and insert new ones
-    await this.prisma.scriptSegment.deleteMany({ where: { projectId } });
-
-    if (generatedSegments.length > 0) {
-      await this.prisma.scriptSegment.createMany({
-        data: generatedSegments,
-      });
-    }
-
-    return this.prisma.scriptSegment.findMany({
-      where: { projectId },
-      orderBy: { sortOrder: 'asc' },
-    });
-  }
-
-  /**
-   * Rewrite a segment with a new style
-   *
-   * @param segmentId - Segment ID
-   * @param newStyle - New speech style
-   * @returns Updated segment
-   */
-  async rewriteSegment(
-    segmentId: string,
-    newStyle: string, // SpeechStyle or 'Make it Longer' | 'Make it Shorter'
-  ) {
-    const segment = await this.prisma.scriptSegment.findUnique({
-      where: { id: segmentId },
-      include: { project: true },
-    });
-
-    if (!segment) {
-      throw new NotFoundException(`Segment with ID ${segmentId} not found`);
-    }
-
-    const promptData = buildSegmentRewritePrompt({
-      currentScript: segment.narratorScript || '',
-      newStyle,
-      topic: segment.project.topic,
-      language: segment.project.language,
-    });
-
-    const rewriteResp = await this.gemini.generateJSON<{
-      narratorScript: string;
-      visualDescription: string;
-      onScreenText: string;
-      audioCues: string;
-    }>(promptData.prompt, promptData.schema, {
-      temperature: promptData.temperature,
-    });
-
-    const data = rewriteResp.data;
-    const words = data.narratorScript
-      ? data.narratorScript.split(' ').length
-      : 0;
-    const dur = Math.max(5, Math.ceil(words / (140 / 60)));
-
-    return this.prisma.scriptSegment.update({
-      where: { id: segmentId },
-      data: {
-        narratorScript: data.narratorScript,
-        visualDescription: data.visualDescription,
-        onScreenText: data.onScreenText,
-        audioCues: data.audioCues,
-        duration: `${dur}s`,
-      },
-    });
-  }
-
-  /**
-   * Format seconds to MM:SS
-   */
-  private formatTime(seconds: number): string {
-    const m = Math.floor(seconds / 60);
-    const s = seconds % 60;
-    return `${m.toString().padStart(2, '0')}:${s.toString().padStart(2, '0')}`;
-  }
-
-  /**
-   * Generate an image for a specific segment
-   */
-  async generateSegmentImage(segmentId: string) {
-    const segment = await this.prisma.scriptSegment.findUnique({
-      where: { id: segmentId },
-      include: { project: true },
-    });
-
-    if (!segment) {
-      throw new NotFoundException(`Segment with ID ${segmentId} not found`);
-    }
-
-    // 1. Generate/Refine Image Prompt using LLM
-    const promptData = buildSegmentImagePrompt({
-      topic: segment.project.topic,
-      narratorScript: segment.narratorScript || '',
-      visualDescription: segment.visualDescription || '',
-    });
-
-    const prompts = await this.gemini.generateJSON<{
-      imagePrompt: string;
-      videoPrompt: string;
-    }>(promptData.prompt, promptData.schema, {
-      temperature: promptData.temperature,
-    });
-
-    // 2. Use the new image prompt for generation
-    const imageUrl = await this.analysisService.generateThumbnailImage(
-      prompts.data.imagePrompt,
-    );
-
-    // 3. Update segment with new prompts AND generated image URL
-    return this.prisma.scriptSegment.update({
-      where: { id: segmentId },
-      data: {
-        imagePrompt: prompts.data.imagePrompt,
-        videoPrompt: prompts.data.videoPrompt,
-        generatedImageUrl: imageUrl,
-      },
-    });
-  }
-
-  // ========== REGENERATE (Tek segment / Partial) ==========
-
-  /**
-   * Regenerate a single segment with AI.
-   * Auto-snapshots current state before regeneration.
-   *
-   * @param segmentId - Segment ID to regenerate
-   * @returns Updated segment
-   */
-  async regenerateSegment(segmentId: string) {
-    const segment = await this.prisma.scriptSegment.findUnique({
-      where: { id: segmentId },
-      include: { project: { include: { characters: true } } },
-    });
-
-    if (!segment) {
-      throw new NotFoundException(`Segment with ID ${segmentId} not found`);
-    }
-
-    // Auto-snapshot before regeneration
-    await this.versionsService.createSnapshot(
-      segment.projectId,
-      'AUTO_SAVE',
-      undefined,
-      `Auto-save before regenerating segment #${segment.sortOrder + 1}`,
-    ).catch(() => {});
-
-    const characterContext = segment.project.characters
-      .map((c) => `${c.name} (${c.role}): Values[${c.values}] Traits[${c.traits}]`)
-      .join('\n');
-
-    const chapterPromptData = buildChapterSegmentPrompt({
-      chapterIndex: segment.sortOrder,
-      totalChapters: 1,
-      chapterTitle: segment.segmentType,
-      chapterFocus: segment.visualDescription || segment.segmentType,
-      chapterType: segment.segmentType,
-      speechStyles: segment.project.speechStyle,
-      targetAudience: segment.project.targetAudience,
-      characterContext,
-      language: segment.project.language,
-    });
-
-    const resp = await this.gemini.generateJSON<any[]>(
-      chapterPromptData.prompt,
-      chapterPromptData.schema,
-      { temperature: chapterPromptData.temperature },
-    );
-
-    const newSeg = resp.data[0];
-    if (!newSeg) return segment;
-
-    const words = newSeg.narratorScript ? newSeg.narratorScript.split(' ').length : 0;
-    const dur = Math.max(5, Math.ceil(words / (140 / 60)));
-
-    return this.prisma.scriptSegment.update({
-      where: { id: segmentId },
-      data: {
-        narratorScript: newSeg.narratorScript,
-        visualDescription: newSeg.visualDescription,
-        videoPrompt: newSeg.videoPrompt,
-        imagePrompt: newSeg.imagePrompt,
-        onScreenText: newSeg.onScreenText,
-        audioCues: newSeg.audioCues,
-        stockQuery: newSeg.stockQuery,
-        duration: `${dur}s`,
-      },
-    });
-  }
-
-  /**
-   * Regenerate multiple selected segments.
-   *
-   * @param projectId - Project ID
-   * @param segmentIds - Array of segment IDs to regenerate
-   * @returns Updated segments
-   */
-  async regeneratePartial(projectId: string, segmentIds: string[]) {
-    // Auto-snapshot
-    await this.versionsService.createSnapshot(
-      projectId,
-      'AUTO_SAVE',
-      undefined,
-      `Auto-save before partial regeneration (${segmentIds.length} segments)`,
-    ).catch(() => {});
-
-    const results: any[] = [];
-    for (const segId of segmentIds) {
-      try {
-        const result = await this.regenerateSegment(segId);
-        results.push(result);
-      } catch (error) {
-        this.logger.warn(`Failed to regenerate segment ${segId}: ${error}`);
-      }
-    }
-
-    return results;
-  }
-}

src/modules/skriptai/services/versions.service.ts

@@ -1,382 +0,0 @@
-import { Injectable, Logger, NotFoundException } from '@nestjs/common';
-import { PrismaService } from '../../../database/prisma.service';
-
-/**
- * VersionsService
- *
- * Manages script version history — automatic snapshots, manual saves,
- * version restoration, and diff comparison.
- *
- * TR: Script versiyon geçmişi yönetimi — otomatik snapshot, manuel kayıt,
- *     versiyona geri dönüş ve karşılaştırma.
- */
-@Injectable()
-export class VersionsService {
-  private readonly logger = new Logger(VersionsService.name);
-
-  /** Maximum number of versions to keep per project */
-  private readonly MAX_VERSIONS = 20;
-
-  constructor(private readonly prisma: PrismaService) {}
-
-  // ========== VERSION LISTING ==========
-
-  /**
-   * List all versions for a project
-   */
-  async listVersions(projectId: string) {
-    await this.ensureProjectExists(projectId);
-
-    return this.prisma.scriptVersion.findMany({
-      where: { projectId },
-      orderBy: { versionNumber: 'desc' },
-      select: {
-        id: true,
-        versionNumber: true,
-        label: true,
-        generatedBy: true,
-        segmentCount: true,
-        totalWords: true,
-        changeNote: true,
-        createdAt: true,
-      },
-    });
-  }
-
-  /**
-   * Get a specific version with full snapshot data
-   */
-  async getVersion(projectId: string, versionId: string) {
-    const version = await this.prisma.scriptVersion.findFirst({
-      where: { id: versionId, projectId },
-    });
-
-    if (!version) {
-      throw new NotFoundException(
-        `Version ${versionId} not found for project ${projectId}`,
-      );
-    }
-
-    return version;
-  }
-
-  // ========== VERSION CREATION ==========
-
-  /**
-   * Create a snapshot of the current script state.
-   * Called automatically before AI generation or manually by user.
-   *
-   * @param projectId - Project ID
-   * @param generatedBy - Who created this version: 'AI' | 'USER' | 'AUTO_SAVE'
-   * @param label - Optional label for the version
-   * @param changeNote - Optional note about what changed
-   * @returns Created version
-   */
-  async createSnapshot(
-    projectId: string,
-    generatedBy: string = 'AUTO_SAVE',
-    label?: string,
-    changeNote?: string,
-  ) {
-    const project = await this.prisma.scriptProject.findUnique({
-      where: { id: projectId },
-      include: {
-        segments: { orderBy: { sortOrder: 'asc' } },
-      },
-    });
-
-    if (!project) {
-      throw new NotFoundException(`Project with ID ${projectId} not found`);
-    }
-
-    // Don't create empty snapshots
-    if (!project.segments || project.segments.length === 0) {
-      this.logger.warn(
-        `No segments to snapshot for project ${projectId}. Skipping.`,
-      );
-      return null;
-    }
-
-    // Calculate next version number
-    const nextVersion = project.currentVersionNumber + 1;
-
-    // Build snapshot data (strip relation fields, keep only data)
-    const snapshotData = project.segments.map((seg) => ({
-      segmentType: seg.segmentType,
-      timeStart: seg.timeStart,
-      duration: seg.duration,
-      narratorScript: seg.narratorScript,
-      visualDescription: seg.visualDescription,
-      videoPrompt: seg.videoPrompt,
-      imagePrompt: seg.imagePrompt,
-      onScreenText: seg.onScreenText,
-      editorNotes: seg.editorNotes,
-      generalNotes: seg.generalNotes,
-      audioCues: seg.audioCues,
-      stockQuery: seg.stockQuery,
-      generatedImageUrl: seg.generatedImageUrl,
-      sortOrder: seg.sortOrder,
-      citationIndexes: seg.citationIndexes,
-    }));
-
-    // Build SEO snapshot
-    const seoSnapshot = {
-      seoTitle: project.seoTitle,
-      seoDescription: project.seoDescription,
-      seoTags: project.seoTags,
-      thumbnailIdeas: project.thumbnailIdeas,
-    };
-
-    // Calculate total words
-    const totalWords = project.segments.reduce((acc, seg) => {
-      return acc + (seg.narratorScript?.split(' ').length || 0);
-    }, 0);
-
-    // Create version
-    const version = await this.prisma.scriptVersion.create({
-      data: {
-        projectId,
-        versionNumber: nextVersion,
-        label:
-          label ||
-          `v${nextVersion} — ${generatedBy === 'AI' ? 'AI Generated' : generatedBy === 'USER' ? 'Manual Save' : 'Auto Save'}`,
-        generatedBy,
-        snapshotData: snapshotData as any,
-        seoSnapshot: seoSnapshot as any,
-        segmentCount: project.segments.length,
-        totalWords,
-        changeNote,
-      },
-    });
-
-    // Update project's current version number
-    await this.prisma.scriptProject.update({
-      where: { id: projectId },
-      data: { currentVersionNumber: nextVersion },
-    });
-
-    // Cleanup old versions (keep only MAX_VERSIONS)
-    await this.cleanupOldVersions(projectId);
-
-    this.logger.log(
-      `Created version v${nextVersion} for project ${projectId} (${generatedBy})`,
-    );
-
-    return version;
-  }
-
-  // ========== VERSION RESTORE ==========
-
-  /**
-   * Restore a project to a specific version.
-   * Creates a snapshot of current state before restoring.
-   *
-   * @param projectId - Project ID
-   * @param versionId - Version ID to restore to
-   * @returns Restored segments
-   */
-  async restoreVersion(projectId: string, versionId: string) {
-    const version = await this.getVersion(projectId, versionId);
-
-    // First, snapshot current state before restoring
-    await this.createSnapshot(
-      projectId,
-      'AUTO_SAVE',
-      undefined,
-      `Auto-save before restoring to v${version.versionNumber}`,
-    );
-
-    // Parse snapshot data
-    const segments = version.snapshotData as any[];
-
-    if (!segments || segments.length === 0) {
-      throw new Error('Version snapshot has no segment data');
-    }
-
-    // Delete current segments
-    await this.prisma.scriptSegment.deleteMany({ where: { projectId } });
-
-    // Restore segments from snapshot
-    await this.prisma.scriptSegment.createMany({
-      data: segments.map((seg) => ({
-        projectId,
-        segmentType: seg.segmentType || 'Body',
-        timeStart: seg.timeStart || '00:00',
-        duration: seg.duration || '0s',
-        narratorScript: seg.narratorScript,
-        visualDescription: seg.visualDescription,
-        videoPrompt: seg.videoPrompt,
-        imagePrompt: seg.imagePrompt,
-        onScreenText: seg.onScreenText,
-        editorNotes: seg.editorNotes,
-        generalNotes: seg.generalNotes,
-        audioCues: seg.audioCues,
-        stockQuery: seg.stockQuery,
-        generatedImageUrl: seg.generatedImageUrl,
-        sortOrder: seg.sortOrder ?? 0,
-        citationIndexes: seg.citationIndexes || [],
-      })),
-    });
-
-    // Restore SEO data if present
-    const seoData = version.seoSnapshot as any;
-    if (seoData) {
-      await this.prisma.scriptProject.update({
-        where: { id: projectId },
-        data: {
-          seoTitle: seoData.seoTitle,
-          seoDescription: seoData.seoDescription,
-          seoTags: seoData.seoTags || [],
-          thumbnailIdeas: seoData.thumbnailIdeas || [],
-        },
-      });
-    }
-
-    this.logger.log(
-      `Restored project ${projectId} to version v${version.versionNumber}`,
-    );
-
-    // Return the restored project data
-    return this.prisma.scriptProject.findUnique({
-      where: { id: projectId },
-      include: {
-        segments: { orderBy: { sortOrder: 'asc' } },
-      },
-    });
-  }
-
-  // ========== VERSION DELETION ==========
-
-  /**
-   * Delete a specific version
-   */
-  async deleteVersion(projectId: string, versionId: string) {
-    const version = await this.getVersion(projectId, versionId);
-
-    await this.prisma.scriptVersion.delete({
-      where: { id: version.id },
-    });
-
-    return { deleted: true, versionNumber: version.versionNumber };
-  }
-
-  // ========== VERSION COMPARISON ==========
-
-  /**
-   * Compare two versions and return differences
-   */
-  async compareVersions(
-    projectId: string,
-    versionAId: string,
-    versionBId: string,
-  ) {
-    const [versionA, versionB] = await Promise.all([
-      this.getVersion(projectId, versionAId),
-      this.getVersion(projectId, versionBId),
-    ]);
-
-    const segmentsA = (versionA.snapshotData as any[]) || [];
-    const segmentsB = (versionB.snapshotData as any[]) || [];
-
-    const maxLen = Math.max(segmentsA.length, segmentsB.length);
-    const diffs: any[] = [];
-
-    for (let i = 0; i < maxLen; i++) {
-      const segA = segmentsA[i] || null;
-      const segB = segmentsB[i] || null;
-
-      if (!segA && segB) {
-        diffs.push({
-          index: i,
-          type: 'added',
-          segmentType: segB.segmentType,
-          narratorScript: { before: null, after: segB.narratorScript },
-        });
-      } else if (segA && !segB) {
-        diffs.push({
-          index: i,
-          type: 'removed',
-          segmentType: segA.segmentType,
-          narratorScript: { before: segA.narratorScript, after: null },
-        });
-      } else if (segA && segB) {
-        const changed =
-          segA.narratorScript !== segB.narratorScript ||
-          segA.visualDescription !== segB.visualDescription ||
-          segA.onScreenText !== segB.onScreenText;
-
-        if (changed) {
-          diffs.push({
-            index: i,
-            type: 'modified',
-            segmentType: segB.segmentType,
-            narratorScript: {
-              before: segA.narratorScript,
-              after: segB.narratorScript,
-            },
-            visualDescription: {
-              before: segA.visualDescription,
-              after: segB.visualDescription,
-            },
-          });
-        }
-      }
-    }
-
-    return {
-      versionA: {
-        id: versionA.id,
-        versionNumber: versionA.versionNumber,
-        label: versionA.label,
-        createdAt: versionA.createdAt,
-      },
-      versionB: {
-        id: versionB.id,
-        versionNumber: versionB.versionNumber,
-        label: versionB.label,
-        createdAt: versionB.createdAt,
-      },
-      totalDiffs: diffs.length,
-      diffs,
-    };
-  }
-
-  // ========== HELPERS ==========
-
-  /**
-   * Verify project exists or throw
-   */
-  private async ensureProjectExists(projectId: string) {
-    const exists = await this.prisma.scriptProject.findUnique({
-      where: { id: projectId },
-      select: { id: true },
-    });
-    if (!exists) {
-      throw new NotFoundException(`Project with ID ${projectId} not found`);
-    }
-  }
-
-  /**
-   * Remove old versions beyond the max limit per project
-   */
-  private async cleanupOldVersions(projectId: string) {
-    const versions = await this.prisma.scriptVersion.findMany({
-      where: { projectId },
-      orderBy: { versionNumber: 'desc' },
-      select: { id: true, versionNumber: true },
-    });
-
-    if (versions.length > this.MAX_VERSIONS) {
-      const toDelete = versions.slice(this.MAX_VERSIONS);
-      await this.prisma.scriptVersion.deleteMany({
-        where: {
-          id: { in: toDelete.map((v) => v.id) },
-        },
-      });
-
-      this.logger.log(
-        `Cleaned up ${toDelete.length} old versions for project ${projectId}`,
-      );
-    }
-  }
-}

src/modules/skriptai/skriptai.module.ts

@@ -1,64 +0,0 @@
-import { Module } from '@nestjs/common';
-import { DatabaseModule } from '../../database/database.module';
-import { GeminiModule } from '../gemini/gemini.module';
-
-// Controllers
-import {
-  ProjectsController,
-  ScriptsController,
-  ResearchController,
-  AnalysisController,
-  VersionsController,
-} from './controllers';
-
-// Services
-import {
-  ProjectsService,
-  ScriptsService,
-  ResearchService,
-  AnalysisService,
-  VersionsService,
-} from './services';
-
-/**
- * SkriptAI Module
- *
- * Main module for the SkriptAI feature - AI-powered video script generation.
- *
- * Features:
- * - Project management (CRUD, duplicate, export)
- * - Script generation and editing
- * - Deep research with AI
- * - Neuro Marketing analysis
- * - YouTube audit
- * - Commercial brief generation
- * - Version history & content management
- *
- * TR: SkriptAI ana modülü - AI destekli video script üretimi.
- * EN: Main module for the SkriptAI feature - AI-powered video script generation.
- */
-@Module({
-  imports: [DatabaseModule, GeminiModule],
-  controllers: [
-    ProjectsController,
-    ScriptsController,
-    ResearchController,
-    AnalysisController,
-    VersionsController,
-  ],
-  providers: [
-    ProjectsService,
-    ScriptsService,
-    ResearchService,
-    AnalysisService,
-    VersionsService,
-  ],
-  exports: [
-    ProjectsService,
-    ScriptsService,
-    ResearchService,
-    AnalysisService,
-    VersionsService,
-  ],
-})
-export class SkriptaiModule {}

src/modules/skriptai/types/skriptai.types.ts

@@ -1,157 +0,0 @@
-/**
- * SkriptAI Types
- *
- * Type definitions for the SkriptAI module.
- * These mirror the original TypeScript types from the legacy app.
- *
- * TR: SkriptAI modülü için tip tanımlamaları.
- * EN: Type definitions for the SkriptAI module.
- */
-
-// Content type definitions
-export type ContentFormat =
-  | 'YouTube Documentary'
-  | 'YouTube Long Form (Edu/Video Essay)'
-  | 'YouTube Short / TikTok'
-  | 'Kids Cartoon (Script & Dialogue)'
-  | 'Preschool Learning (Slow Paced)'
-  | 'True Crime Story'
-  | 'Product Showcase / Ad'
-  | 'Corporate Presentation'
-  | 'Newsletter / Blog Post'
-  | 'News Bulletin / Journalism';
-
-export type TargetAudience =
-  | 'Preschool (0-5 Years)'
-  | 'Kids (6-12 Years)'
-  | 'Teenagers (13-17 Years)'
-  | 'Young Adults (18-24 Years)'
-  | 'Adults (25-45 Years)'
-  | 'Seniors (60+ Years)'
-  | 'Professionals / B2B'
-  | 'Mature (18+) / Uncensored'
-  | 'General Audience';
-
-export type SpeechStyle =
-  | 'Standard / Balanced'
-  | 'Casual / Conversational'
-  | 'Street / Slang (Argo)'
-  | 'Formal / Corporate'
-  | 'Poetic / Artistic'
-  | 'Humorous / Witty'
-  | 'Dramatic / Intense'
-  | 'Tech-Savvy / Jargon'
-  | 'Storyteller / Narrator'
-  | 'Fairy Tale / Masal'
-  | 'Didactic / Educational'
-  | 'Dark / Noir / Mystery'
-  | 'Satirical / Sarcastic'
-  | 'Motivational / High Energy';
-
-export type SegmentType =
-  | 'Hook'
-  | 'Intro'
-  | 'Body'
-  | 'Ad/Sponsor'
-  | 'CTA'
-  | 'Outro'
-  | 'Scene'
-  | 'Dialogue'
-  | 'Section'
-  | 'Headline';
-
-export type SourceType =
-  | 'article'
-  | 'video'
-  | 'interview'
-  | 'academic'
-  | 'book'
-  | 'document';
-
-export type CharacterRole =
-  | 'Protagonist'
-  | 'Antagonist'
-  | 'Guide/Mentor'
-  | 'Sidekick'
-  | 'Narrator';
-
-// Neuro Marketing Analysis Result
-export interface NeuroAnalysisResult {
-  engagementScore: number;
-  dopamineScore: number;
-  clarityScore: number;
-  persuasionMetrics: {
-    reciprocity: number;
-    scarcity: number;
-    authority: number;
-    consistency: number;
-    liking: number;
-    socialProof: number;
-  };
-  neuroMetrics: {
-    attentionHooks: string[];
-    emotionalTriggers: string[];
-    memoryAnchors: string[];
-    actionDrivers: string[];
-  };
-  suggestions: string[];
-}
-
-// YouTube Audit Result
-export interface RetentionPoint {
-  time: string;
-  issue: string;
-  suggestion: string;
-  severity: 'High' | 'Medium' | 'Low';
-}
-
-export interface ThumbnailConcept {
-  conceptName: string;
-  visualDescription: string;
-  textOverlay: string;
-  colorPsychology: string;
-  emotionTarget: string;
-  aiPrompt?: string;
-}
-
-export interface YoutubeAudit {
-  hookScore: number;
-  pacingScore: number;
-  viralPotential: number;
-  retentionAnalysis: RetentionPoint[];
-  thumbnails: ThumbnailConcept[];
-  titles: string[];
-  communityPost: string;
-  pinnedComment: string;
-  description?: string;
-  keywords?: string[];
-}
-
-// Post Production Brief
-export interface PostProductionBrief {
-  overview: string;
-  pacing: string;
-  colorGrade: string;
-  musicStyle: string;
-  timeline: { time: string; action: string; asset: string }[];
-}
-
-// Commercial Brief
-export interface Sponsor {
-  name: string;
-  industry: string;
-  matchReason: string;
-  emailDraft: string;
-}
-
-export interface CommercialBrief {
-  viabilityScore: string;
-  viabilityReason: string;
-  sponsors: Sponsor[];
-}
-
-// AI Config
-export const AI_CONFIG = {
-  PRIMARY: 'gemini-2.5-flash',
-  FAST: 'gemini-2.0-flash',
-} as const;

temp_frontend.env

@@ -1,5 +0,0 @@
-NEXTAUTH_URL=http://skript.bilgich.com
-NEXTAUTH_SECRET=skriptai_prod_secret_998877665544332211
-NEXT_PUBLIC_API_URL=/api
-NEXT_PUBLIC_AUTH_REQUIRED=false
-NEXT_PUBLIC_GOOGLE_API_KEY=AIzaSyBnrLw5W4NidP4w-70x59fcPolz0izMVfU

tsconfig.json

@@ -22,4 +22,4 @@
     "strictBindCallApply": false,
     "noFallthroughCasesInSwitch": false
   }
-}
+}