#!/usr/bin/env python3
"""
Autonomous Project Builder for Think AI
Builds complete projects autonomously in parallel
¡Dale que construimos proyectos solos!
"""

import asyncio
import os
import sys
import json
import subprocess
import tempfile
import shutil
import git
from typing import Dict, List, Any, Optional, Tuple
from datetime import datetime
from pathlib import Path
import hashlib
from concurrent.futures import ProcessPoolExecutor
import aiofiles
import aiohttp

# Add parent directory to path
sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))))

from think_ai.coding.parallel_autonomous_coder import ParallelAutonomousCoder
from think_ai.coding.code_generator import CodeGenerator
from think_ai.consciousness.awareness import ConsciousnessFramework
from think_ai.utils.logging import get_logger

logger = get_logger(__name__)


class AutonomousProjectBuilder:
    """
    Builds complete projects autonomously.
    Can handle any project type and complexity.
    """
    
    def __init__(self):
        self.coder = ParallelAutonomousCoder(max_workers=8)
        self.generator = CodeGenerator()
        self.consciousness = ConsciousnessFramework()
        self.active_projects = {}
        self.github_token = os.getenv("GITHUB_TOKEN")
        
        # Project templates
        self.project_types = {
            "saas": self._build_saas_project,
            "mobile_app": self._build_mobile_app,
            "game": self._build_game_project,
            "ai_tool": self._build_ai_tool,
            "blockchain": self._build_blockchain_project,
            "iot": self._build_iot_project,
            "data_pipeline": self._build_data_pipeline,
            "microservices": self._build_microservices,
            "desktop_app": self._build_desktop_app,
            "browser_extension": self._build_browser_extension
        }
        
        logger.info("Autonomous Project Builder initialized")
    
    async def build_from_idea(self, idea: str, project_type: str = None) -> Dict[str, Any]:
        """
        Build a complete project from just an idea.
        
        Args:
            idea: Project idea description
            project_type: Optional project type override
            
        Returns:
            Complete project with all files and documentation
        """
        logger.info(f"Building project from idea: {idea}")
        
        # Analyze idea to determine project type
        if not project_type:
            project_type = await self._analyze_idea(idea)
        
        # Generate project specification
        spec = await self._generate_project_spec(idea, project_type)
        
        # Build the project
        if project_type in self.project_types:
            project = await self.project_types[project_type](spec)
        else:
            project = await self._build_generic_project(spec)
        
        # Enhance with additional features
        project = await self._enhance_project(project, spec)
        
        # Create GitHub repository if token available
        if self.github_token:
            repo_url = await self._create_github_repo(project, spec)
            project["github_url"] = repo_url
        
        # Generate deployment scripts
        project["deployment"] = await self._generate_deployment(project, spec)
        
        return project
    
    async def _analyze_idea(self, idea: str) -> str:
        """Analyze idea to determine project type."""
        idea_lower = idea.lower()
        
        if any(word in idea_lower for word in ["saas", "subscription", "recurring", "multi-tenant"]):
            return "saas"
        elif any(word in idea_lower for word in ["mobile", "ios", "android", "app"]):
            return "mobile_app"
        elif any(word in idea_lower for word in ["game", "play", "score", "level"]):
            return "game"
        elif any(word in idea_lower for word in ["ai", "machine learning", "ml", "neural"]):
            return "ai_tool"
        elif any(word in idea_lower for word in ["blockchain", "crypto", "smart contract", "defi"]):
            return "blockchain"
        elif any(word in idea_lower for word in ["iot", "sensor", "device", "embedded"]):
            return "iot"
        elif any(word in idea_lower for word in ["data", "pipeline", "etl", "analytics"]):
            return "data_pipeline"
        elif any(word in idea_lower for word in ["microservice", "distributed", "scalable"]):
            return "microservices"
        elif any(word in idea_lower for word in ["desktop", "native", "gui"]):
            return "desktop_app"
        elif any(word in idea_lower for word in ["extension", "browser", "chrome", "firefox"]):
            return "browser_extension"
        else:
            return "generic"
    
    async def _generate_project_spec(self, idea: str, project_type: str) -> Dict[str, Any]:
        """Generate detailed project specification."""
        spec = {
            "idea": idea,
            "type": project_type,
            "name": self._generate_project_name(idea),
            "description": idea,
            "features": await self._extract_features(idea),
            "tech_stack": await self._determine_tech_stack(project_type),
            "architecture": await self._design_architecture(project_type),
            "created_at": datetime.now().isoformat()
        }
        
        return spec
    
    def _generate_project_name(self, idea: str) -> str:
        """Generate project name from idea."""
        words = idea.lower().split()[:3]
        return "_".join(word for word in words if len(word) > 3)[:30]
    
    async def _extract_features(self, idea: str) -> List[str]:
        """Extract features from idea description."""
        features = []
        
        # Common features to check
        feature_keywords = {
            "authentication": ["login", "auth", "user", "account"],
            "payment": ["payment", "billing", "subscription", "checkout"],
            "api": ["api", "rest", "graphql", "endpoint"],
            "realtime": ["realtime", "live", "websocket", "push"],
            "search": ["search", "find", "query", "filter"],
            "analytics": ["analytics", "metrics", "dashboard", "reports"],
            "notifications": ["notify", "alert", "email", "sms"],
            "social": ["social", "share", "comment", "like"],
            "mobile": ["mobile", "responsive", "app"],
            "admin": ["admin", "manage", "control", "moderate"]
        }
        
        idea_lower = idea.lower()
        for feature, keywords in feature_keywords.items():
            if any(keyword in idea_lower for keyword in keywords):
                features.append(feature)
        
        return features
    
    async def _determine_tech_stack(self, project_type: str) -> Dict[str, Any]:
        """Determine optimal tech stack for project type."""
        stacks = {
            "saas": {
                "frontend": ["React", "Next.js", "TailwindCSS"],
                "backend": ["Node.js", "Express", "PostgreSQL"],
                "auth": "Auth0",
                "payment": "Stripe",
                "hosting": ["Vercel", "Railway"]
            },
            "mobile_app": {
                "framework": "React Native",
                "backend": ["Firebase", "Supabase"],
                "state": "Redux",
                "navigation": "React Navigation"
            },
            "game": {
                "engine": "Phaser",
                "language": "TypeScript",
                "backend": "Node.js",
                "database": "MongoDB"
            },
            "ai_tool": {
                "language": "Python",
                "framework": ["FastAPI", "Streamlit"],
                "ml": ["TensorFlow", "PyTorch", "Scikit-learn"],
                "deployment": "Docker"
            },
            "blockchain": {
                "blockchain": "Ethereum",
                "language": "Solidity",
                "framework": "Hardhat",
                "frontend": "React + Web3.js"
            },
            "iot": {
                "language": "Python",
                "framework": "Flask",
                "protocol": "MQTT",
                "database": "InfluxDB"
            },
            "data_pipeline": {
                "orchestration": "Apache Airflow",
                "processing": "Apache Spark",
                "storage": ["S3", "PostgreSQL"],
                "language": "Python"
            },
            "microservices": {
                "language": ["Go", "Node.js"],
                "communication": "gRPC",
                "orchestration": "Kubernetes",
                "api_gateway": "Kong"
            }
        }
        
        return stacks.get(project_type, {
            "frontend": "React",
            "backend": "Node.js",
            "database": "PostgreSQL"
        })
    
    async def _design_architecture(self, project_type: str) -> Dict[str, Any]:
        """Design system architecture."""
        architectures = {
            "saas": {
                "pattern": "Multi-tenant",
                "layers": ["Presentation", "API", "Business Logic", "Data"],
                "services": ["Auth", "Billing", "Core", "Analytics"]
            },
            "microservices": {
                "pattern": "Microservices",
                "services": ["API Gateway", "Auth Service", "User Service", "Order Service"],
                "communication": "Event-driven"
            },
            "mobile_app": {
                "pattern": "MVVM",
                "layers": ["View", "ViewModel", "Model", "Services"]
            }
        }
        
        return architectures.get(project_type, {
            "pattern": "MVC",
            "layers": ["Controller", "Service", "Repository"]
        })
    
    async def _build_saas_project(self, spec: Dict[str, Any]) -> Dict[str, Any]:
        """Build a complete SaaS project."""
        logger.info(f"Building SaaS project: {spec['name']}")
        
        project_dir = Path(tempfile.mkdtemp(prefix=f"saas_{spec['name']}_"))
        files = {}
        
        # Frontend (Next.js)
        frontend_files = await self._generate_nextjs_app(spec)
        for path, content in frontend_files.items():
            files[f"frontend/{path}"] = content
        
        # Backend (Node.js + Express)
        backend_files = await self._generate_express_api(spec)
        for path, content in backend_files.items():
            files[f"backend/{path}"] = content
        
        # Database schemas
        files["backend/prisma/schema.prisma"] = self._generate_prisma_schema(spec)
        
        # Authentication
        files["backend/src/auth/auth.service.ts"] = self._generate_auth_service()
        files["backend/src/auth/jwt.strategy.ts"] = self._generate_jwt_strategy()
        
        # Payment integration
        files["backend/src/payment/stripe.service.ts"] = self._generate_stripe_service()
        
        # Admin dashboard
        admin_files = await self._generate_admin_dashboard(spec)
        for path, content in admin_files.items():
            files[f"admin/{path}"] = content
        
        # Docker configuration
        files["docker-compose.yml"] = self._generate_docker_compose(spec)
        files["frontend/Dockerfile"] = self._generate_dockerfile("frontend")
        files["backend/Dockerfile"] = self._generate_dockerfile("backend")
        
        # CI/CD
        files[".github/workflows/deploy.yml"] = self._generate_github_actions(spec)
        
        # Documentation
        files["README.md"] = self._generate_saas_readme(spec)
        files["docs/API.md"] = self._generate_api_docs(spec)
        files["docs/DEPLOYMENT.md"] = self._generate_deployment_docs(spec)
        
        # Write all files
        for file_path, content in files.items():
            full_path = project_dir / file_path
            full_path.parent.mkdir(parents=True, exist_ok=True)
            
            async with aiofiles.open(full_path, 'w') as f:
                await f.write(content)
        
        return {
            "type": "saas",
            "path": str(project_dir),
            "files": files,
            "spec": spec,
            "commands": {
                "install": "cd frontend && npm install && cd ../backend && npm install",
                "dev": "docker-compose up -d && cd frontend && npm run dev",
                "build": "cd frontend && npm run build && cd ../backend && npm run build",
                "deploy": "npm run deploy"
            }
        }
    
    async def _build_mobile_app(self, spec: Dict[str, Any]) -> Dict[str, Any]:
        """Build a complete mobile app project."""
        logger.info(f"Building mobile app: {spec['name']}")
        
        project_dir = Path(tempfile.mkdtemp(prefix=f"mobile_{spec['name']}_"))
        files = {}
        
        # React Native app structure
        files["package.json"] = self._generate_rn_package_json(spec)
        files["App.tsx"] = self._generate_rn_app(spec)
        files["index.js"] = self._generate_rn_index()
        
        # Screens
        screens = ["Home", "Login", "Profile", "Settings"]
        for screen in screens:
            files[f"src/screens/{screen}Screen.tsx"] = self._generate_rn_screen(screen)
        
        # Components
        components = ["Button", "Input", "Card", "Header"]
        for component in components:
            files[f"src/components/{component}.tsx"] = self._generate_rn_component(component)
        
        # Navigation
        files["src/navigation/AppNavigator.tsx"] = self._generate_rn_navigation()
        
        # State management
        files["src/store/index.ts"] = self._generate_redux_store()
        files["src/store/slices/userSlice.ts"] = self._generate_redux_slice("user")
        
        # API services
        files["src/services/api.ts"] = self._generate_api_service()
        files["src/services/auth.ts"] = self._generate_auth_service_rn()
        
        # Utilities
        files["src/utils/constants.ts"] = self._generate_constants()
        files["src/utils/helpers.ts"] = self._generate_helpers()
        
        # iOS configuration
        files["ios/Podfile"] = self._generate_podfile()
        
        # Android configuration
        files["android/app/build.gradle"] = self._generate_android_gradle()
        
        # Testing
        files["__tests__/App.test.tsx"] = self._generate_rn_tests()
        
        # Documentation
        files["README.md"] = self._generate_mobile_readme(spec)
        
        # Write all files
        for file_path, content in files.items():
            full_path = project_dir / file_path
            full_path.parent.mkdir(parents=True, exist_ok=True)
            
            async with aiofiles.open(full_path, 'w') as f:
                await f.write(content)
        
        return {
            "type": "mobile_app",
            "path": str(project_dir),
            "files": files,
            "spec": spec,
            "commands": {
                "install": "npm install && cd ios && pod install",
                "ios": "npx react-native run-ios",
                "android": "npx react-native run-android",
                "test": "npm test"
            }
        }
    
    async def _build_game_project(self, spec: Dict[str, Any]) -> Dict[str, Any]:
        """Build a complete game project."""
        logger.info(f"Building game: {spec['name']}")
        
        project_dir = Path(tempfile.mkdtemp(prefix=f"game_{spec['name']}_"))
        files = {}
        
        # Phaser game structure
        files["index.html"] = self._generate_game_html(spec)
        files["src/main.ts"] = self._generate_phaser_main()
        files["src/scenes/BootScene.ts"] = self._generate_phaser_scene("Boot")
        files["src/scenes/MenuScene.ts"] = self._generate_phaser_scene("Menu")
        files["src/scenes/GameScene.ts"] = self._generate_phaser_scene("Game")
        
        # Game objects
        files["src/objects/Player.ts"] = self._generate_game_object("Player")
        files["src/objects/Enemy.ts"] = self._generate_game_object("Enemy")
        files["src/objects/PowerUp.ts"] = self._generate_game_object("PowerUp")
        
        # Game systems
        files["src/systems/Physics.ts"] = self._generate_game_system("Physics")
        files["src/systems/Score.ts"] = self._generate_game_system("Score")
        files["src/systems/Audio.ts"] = self._generate_game_system("Audio")
        
        # Assets
        files["assets/sprites/player.png"] = "# Player sprite placeholder"
        files["assets/audio/theme.mp3"] = "# Theme music placeholder"
        files["assets/fonts/game.ttf"] = "# Game font placeholder"
        
        # Backend for leaderboard
        files["server/index.js"] = self._generate_game_server()
        files["server/models/Score.js"] = self._generate_score_model()
        
        # Build configuration
        files["webpack.config.js"] = self._generate_webpack_config()
        files["tsconfig.json"] = self._generate_tsconfig()
        files["package.json"] = self._generate_game_package_json(spec)
        
        # Write all files
        for file_path, content in files.items():
            full_path = project_dir / file_path
            full_path.parent.mkdir(parents=True, exist_ok=True)
            
            async with aiofiles.open(full_path, 'w') as f:
                await f.write(content)
        
        return {
            "type": "game",
            "path": str(project_dir),
            "files": files,
            "spec": spec,
            "commands": {
                "install": "npm install",
                "dev": "npm run dev",
                "build": "npm run build",
                "server": "cd server && npm start"
            }
        }
    
    async def _build_ai_tool(self, spec: Dict[str, Any]) -> Dict[str, Any]:
        """Build an AI-powered tool."""
        logger.info(f"Building AI tool: {spec['name']}")
        
        project_dir = Path(tempfile.mkdtemp(prefix=f"ai_{spec['name']}_"))
        files = {}
        
        # Main AI module
        files["src/ai/model.py"] = self._generate_ai_model(spec)
        files["src/ai/trainer.py"] = self._generate_ai_trainer()
        files["src/ai/predictor.py"] = self._generate_ai_predictor()
        
        # Data processing
        files["src/data/preprocessor.py"] = self._generate_data_preprocessor()
        files["src/data/dataset.py"] = self._generate_dataset_loader()
        
        # API
        files["src/api/main.py"] = self._generate_fastapi_ai_app(spec)
        files["src/api/models.py"] = self._generate_pydantic_models_ai()
        
        # Frontend (Streamlit)
        files["streamlit_app.py"] = self._generate_streamlit_app(spec)
        
        # Notebooks
        files["notebooks/exploration.ipynb"] = self._generate_jupyter_notebook()
        files["notebooks/training.ipynb"] = self._generate_training_notebook()
        
        # Configuration
        files["config/model_config.yaml"] = self._generate_model_config()
        files["requirements.txt"] = self._generate_ai_requirements()
        files["Dockerfile"] = self._generate_ai_dockerfile()
        
        # Tests
        files["tests/test_model.py"] = self._generate_ai_tests()
        
        # Documentation
        files["README.md"] = self._generate_ai_readme(spec)
        files["docs/MODEL.md"] = self._generate_model_docs()
        
        # Write all files
        for file_path, content in files.items():
            full_path = project_dir / file_path
            full_path.parent.mkdir(parents=True, exist_ok=True)
            
            async with aiofiles.open(full_path, 'w') as f:
                await f.write(content)
        
        return {
            "type": "ai_tool",
            "path": str(project_dir),
            "files": files,
            "spec": spec,
            "commands": {
                "install": "pip install -r requirements.txt",
                "train": "python src/ai/trainer.py",
                "api": "uvicorn src.api.main:app --reload",
                "streamlit": "streamlit run streamlit_app.py"
            }
        }
    
    async def _build_blockchain_project(self, spec: Dict[str, Any]) -> Dict[str, Any]:
        """Build a blockchain/Web3 project."""
        logger.info(f"Building blockchain project: {spec['name']}")
        
        project_dir = Path(tempfile.mkdtemp(prefix=f"blockchain_{spec['name']}_"))
        files = {}
        
        # Smart contracts
        files["contracts/Token.sol"] = self._generate_token_contract(spec)
        files["contracts/Governance.sol"] = self._generate_governance_contract()
        files["contracts/Staking.sol"] = self._generate_staking_contract()
        
        # Contract tests
        files["test/Token.test.js"] = self._generate_contract_tests("Token")
        files["test/Governance.test.js"] = self._generate_contract_tests("Governance")
        
        # Deployment scripts
        files["scripts/deploy.js"] = self._generate_deployment_script()
        files["scripts/verify.js"] = self._generate_verification_script()
        
        # Frontend DApp
        dapp_files = await self._generate_dapp_frontend(spec)
        for path, content in dapp_files.items():
            files[f"frontend/{path}"] = content
        
        # Hardhat configuration
        files["hardhat.config.js"] = self._generate_hardhat_config()
        files["package.json"] = self._generate_blockchain_package_json(spec)
        
        # Documentation
        files["README.md"] = self._generate_blockchain_readme(spec)
        files["docs/CONTRACTS.md"] = self._generate_contract_docs()
        
        # Write all files
        for file_path, content in files.items():
            full_path = project_dir / file_path
            full_path.parent.mkdir(parents=True, exist_ok=True)
            
            async with aiofiles.open(full_path, 'w') as f:
                await f.write(content)
        
        return {
            "type": "blockchain",
            "path": str(project_dir),
            "files": files,
            "spec": spec,
            "commands": {
                "install": "npm install",
                "compile": "npx hardhat compile",
                "test": "npx hardhat test",
                "deploy": "npx hardhat run scripts/deploy.js",
                "frontend": "cd frontend && npm start"
            }
        }
    
    async def _build_iot_project(self, spec: Dict[str, Any]) -> Dict[str, Any]:
        """Build an IoT project."""
        logger.info(f"Building IoT project: {spec['name']}")
        
        project_dir = Path(tempfile.mkdtemp(prefix=f"iot_{spec['name']}_"))
        files = {}
        
        # Device firmware
        files["firmware/main.py"] = self._generate_micropython_firmware()
        files["firmware/config.py"] = self._generate_device_config()
        files["firmware/sensors.py"] = self._generate_sensor_library()
        
        # Gateway
        files["gateway/main.py"] = self._generate_gateway_app()
        files["gateway/mqtt_client.py"] = self._generate_mqtt_client()
        files["gateway/data_processor.py"] = self._generate_data_processor()
        
        # Backend
        files["backend/app.py"] = self._generate_iot_backend()
        files["backend/models.py"] = self._generate_iot_models()
        files["backend/influxdb_client.py"] = self._generate_influxdb_client()
        
        # Dashboard
        files["dashboard/app.py"] = self._generate_iot_dashboard()
        files["dashboard/charts.py"] = self._generate_chart_components()
        
        # Configuration
        files["docker-compose.yml"] = self._generate_iot_docker_compose()
        files["requirements.txt"] = self._generate_iot_requirements()
        
        # Documentation
        files["README.md"] = self._generate_iot_readme(spec)
        files["docs/SETUP.md"] = self._generate_iot_setup_docs()
        
        # Write all files
        for file_path, content in files.items():
            full_path = project_dir / file_path
            full_path.parent.mkdir(parents=True, exist_ok=True)
            
            async with aiofiles.open(full_path, 'w') as f:
                await f.write(content)
        
        return {
            "type": "iot",
            "path": str(project_dir),
            "files": files,
            "spec": spec,
            "commands": {
                "install": "pip install -r requirements.txt",
                "gateway": "python gateway/main.py",
                "backend": "python backend/app.py",
                "dashboard": "python dashboard/app.py",
                "deploy-firmware": "ampy --port /dev/ttyUSB0 put firmware/"
            }
        }
    
    async def _build_data_pipeline(self, spec: Dict[str, Any]) -> Dict[str, Any]:
        """Build a data pipeline project."""
        logger.info(f"Building data pipeline: {spec['name']}")
        
        project_dir = Path(tempfile.mkdtemp(prefix=f"pipeline_{spec['name']}_"))
        files = {}
        
        # Airflow DAGs
        files["dags/main_pipeline.py"] = self._generate_airflow_dag(spec)
        files["dags/data_quality.py"] = self._generate_quality_dag()
        
        # Spark jobs
        files["spark/etl_job.py"] = self._generate_spark_job()
        files["spark/aggregation_job.py"] = self._generate_aggregation_job()
        
        # Data connectors
        files["connectors/postgres_connector.py"] = self._generate_db_connector("postgres")
        files["connectors/s3_connector.py"] = self._generate_s3_connector()
        files["connectors/api_connector.py"] = self._generate_api_connector()
        
        # Transformations
        files["transformations/cleaner.py"] = self._generate_data_cleaner()
        files["transformations/enricher.py"] = self._generate_data_enricher()
        
        # Configuration
        files["config/pipeline_config.yaml"] = self._generate_pipeline_config()
        files["docker-compose.yml"] = self._generate_airflow_docker_compose()
        
        # Tests
        files["tests/test_pipeline.py"] = self._generate_pipeline_tests()
        
        # Documentation
        files["README.md"] = self._generate_pipeline_readme(spec)
        
        # Write all files
        for file_path, content in files.items():
            full_path = project_dir / file_path
            full_path.parent.mkdir(parents=True, exist_ok=True)
            
            async with aiofiles.open(full_path, 'w') as f:
                await f.write(content)
        
        return {
            "type": "data_pipeline",
            "path": str(project_dir),
            "files": files,
            "spec": spec,
            "commands": {
                "start": "docker-compose up -d",
                "submit-spark": "spark-submit spark/etl_job.py",
                "test": "pytest tests/",
                "monitor": "open http://localhost:8080"
            }
        }
    
    async def _build_microservices(self, spec: Dict[str, Any]) -> Dict[str, Any]:
        """Build a microservices architecture project."""
        logger.info(f"Building microservices: {spec['name']}")
        
        project_dir = Path(tempfile.mkdtemp(prefix=f"microservices_{spec['name']}_"))
        files = {}
        
        # API Gateway
        gateway_files = await self._generate_api_gateway()
        for path, content in gateway_files.items():
            files[f"api-gateway/{path}"] = content
        
        # Auth Service
        auth_files = await self._generate_auth_service_micro()
        for path, content in auth_files.items():
            files[f"auth-service/{path}"] = content
        
        # User Service
        user_files = await self._generate_user_service()
        for path, content in user_files.items():
            files[f"user-service/{path}"] = content
        
        # Order Service
        order_files = await self._generate_order_service()
        for path, content in order_files.items():
            files[f"order-service/{path}"] = content
        
        # Payment Service
        payment_files = await self._generate_payment_service()
        for path, content in payment_files.items():
            files[f"payment-service/{path}"] = content
        
        # Message Queue
        files["docker-compose.yml"] = self._generate_microservices_docker_compose()
        
        # Kubernetes manifests
        files["k8s/namespace.yaml"] = self._generate_k8s_namespace()
        files["k8s/services.yaml"] = self._generate_k8s_services()
        files["k8s/deployments.yaml"] = self._generate_k8s_deployments()
        files["k8s/ingress.yaml"] = self._generate_k8s_ingress()
        
        # CI/CD
        files[".gitlab-ci.yml"] = self._generate_gitlab_ci()
        
        # Documentation
        files["README.md"] = self._generate_microservices_readme(spec)
        files["docs/ARCHITECTURE.md"] = self._generate_architecture_docs()
        
        # Write all files
        for file_path, content in files.items():
            full_path = project_dir / file_path
            full_path.parent.mkdir(parents=True, exist_ok=True)
            
            async with aiofiles.open(full_path, 'w') as f:
                await f.write(content)
        
        return {
            "type": "microservices",
            "path": str(project_dir),
            "files": files,
            "spec": spec,
            "commands": {
                "dev": "docker-compose up",
                "build": "docker-compose build",
                "deploy": "kubectl apply -f k8s/",
                "test": "docker-compose run tests"
            }
        }
    
    async def _build_desktop_app(self, spec: Dict[str, Any]) -> Dict[str, Any]:
        """Build a desktop application."""
        logger.info(f"Building desktop app: {spec['name']}")
        
        project_dir = Path(tempfile.mkdtemp(prefix=f"desktop_{spec['name']}_"))
        files = {}
        
        # Electron main process
        files["main.js"] = self._generate_electron_main()
        files["preload.js"] = self._generate_electron_preload()
        
        # Renderer process
        files["src/index.html"] = self._generate_electron_html()
        files["src/renderer.js"] = self._generate_electron_renderer()
        files["src/styles.css"] = self._generate_electron_styles()
        
        # React components
        files["src/components/App.jsx"] = self._generate_electron_app()
        files["src/components/Sidebar.jsx"] = self._generate_electron_component("Sidebar")
        files["src/components/MainPanel.jsx"] = self._generate_electron_component("MainPanel")
        
        # Native modules
        files["native/database.js"] = self._generate_native_database()
        files["native/system.js"] = self._generate_system_integration()
        
        # Build configuration
        files["package.json"] = self._generate_electron_package_json(spec)
        files["electron-builder.yml"] = self._generate_electron_builder_config()
        
        # Auto-updater
        files["src/updater.js"] = self._generate_auto_updater()
        
        # Tests
        files["test/main.test.js"] = self._generate_electron_tests()
        
        # Documentation
        files["README.md"] = self._generate_desktop_readme(spec)
        
        # Write all files
        for file_path, content in files.items():
            full_path = project_dir / file_path
            full_path.parent.mkdir(parents=True, exist_ok=True)
            
            async with aiofiles.open(full_path, 'w') as f:
                await f.write(content)
        
        return {
            "type": "desktop_app",
            "path": str(project_dir),
            "files": files,
            "spec": spec,
            "commands": {
                "install": "npm install",
                "dev": "npm run dev",
                "build": "npm run build",
                "dist": "npm run dist"
            }
        }
    
    async def _build_browser_extension(self, spec: Dict[str, Any]) -> Dict[str, Any]:
        """Build a browser extension."""
        logger.info(f"Building browser extension: {spec['name']}")
        
        project_dir = Path(tempfile.mkdtemp(prefix=f"extension_{spec['name']}_"))
        files = {}
        
        # Manifest
        files["manifest.json"] = self._generate_extension_manifest(spec)
        
        # Background scripts
        files["background.js"] = self._generate_background_script()
        
        # Content scripts
        files["content.js"] = self._generate_content_script()
        
        # Popup
        files["popup/popup.html"] = self._generate_popup_html()
        files["popup/popup.js"] = self._generate_popup_script()
        files["popup/popup.css"] = self._generate_popup_styles()
        
        # Options page
        files["options/options.html"] = self._generate_options_html()
        files["options/options.js"] = self._generate_options_script()
        
        # Icons
        files["icons/icon-16.png"] = "# Icon 16x16"
        files["icons/icon-48.png"] = "# Icon 48x48"
        files["icons/icon-128.png"] = "# Icon 128x128"
        
        # Build tools
        files["webpack.config.js"] = self._generate_extension_webpack()
        files["package.json"] = self._generate_extension_package_json(spec)
        
        # Tests
        files["test/extension.test.js"] = self._generate_extension_tests()
        
        # Documentation
        files["README.md"] = self._generate_extension_readme(spec)
        
        # Write all files
        for file_path, content in files.items():
            full_path = project_dir / file_path
            full_path.parent.mkdir(parents=True, exist_ok=True)
            
            async with aiofiles.open(full_path, 'w') as f:
                await f.write(content)
        
        return {
            "type": "browser_extension",
            "path": str(project_dir),
            "files": files,
            "spec": spec,
            "commands": {
                "install": "npm install",
                "dev": "npm run dev",
                "build": "npm run build",
                "test": "npm test"
            }
        }
    
    async def _build_generic_project(self, spec: Dict[str, Any]) -> Dict[str, Any]:
        """Build a generic project based on extracted features."""
        logger.info(f"Building generic project: {spec['name']}")
        
        # Use the code generator to create appropriate files
        files = await self.generator.generate_from_description(spec["idea"])
        
        project_dir = Path(tempfile.mkdtemp(prefix=f"project_{spec['name']}_"))
        
        # Write all files
        for file_path, content in files.items():
            full_path = project_dir / file_path
            full_path.parent.mkdir(parents=True, exist_ok=True)
            
            async with aiofiles.open(full_path, 'w') as f:
                await f.write(content)
        
        return {
            "type": "generic",
            "path": str(project_dir),
            "files": files,
            "spec": spec,
            "commands": {
                "install": "pip install -r requirements.txt",
                "run": "python main.py",
                "test": "pytest"
            }
        }
    
    async def _enhance_project(self, project: Dict[str, Any], spec: Dict[str, Any]) -> Dict[str, Any]:
        """Enhance project with additional features."""
        enhancements = []
        
        # Add testing if not present
        if not any("test" in f for f in project["files"]):
            test_files = await self._generate_comprehensive_tests(project)
            project["files"].update(test_files)
            enhancements.append("comprehensive testing")
        
        # Add CI/CD if not present
        if ".github/workflows" not in str(project["files"]):
            ci_files = await self._generate_ci_cd_pipeline(project)
            project["files"].update(ci_files)
            enhancements.append("CI/CD pipeline")
        
        # Add monitoring
        monitoring_files = await self._generate_monitoring_setup(project)
        project["files"].update(monitoring_files)
        enhancements.append("monitoring and logging")
        
        # Add security scanning
        security_files = await self._generate_security_setup(project)
        project["files"].update(security_files)
        enhancements.append("security scanning")
        
        project["enhancements"] = enhancements
        return project
    
    async def _create_github_repo(self, project: Dict[str, Any], spec: Dict[str, Any]) -> Optional[str]:
        """Create GitHub repository and push code."""
        if not self.github_token:
            return None
        
        try:
            # Create repository via GitHub API
            async with aiohttp.ClientSession() as session:
                headers = {
                    "Authorization": f"token {self.github_token}",
                    "Accept": "application/vnd.github.v3+json"
                }
                
                data = {
                    "name": spec["name"],
                    "description": spec["description"],
                    "private": False,
                    "auto_init": False
                }
                
                async with session.post(
                    "https://api.github.com/user/repos",
                    headers=headers,
                    json=data
                ) as response:
                    if response.status == 201:
                        repo_data = await response.json()
                        repo_url = repo_data["clone_url"]
                        
                        # Initialize git and push
                        repo = git.Repo.init(project["path"])
                        repo.index.add("*")
                        repo.index.commit("Initial commit - Generated by Think AI")
                        
                        origin = repo.create_remote("origin", repo_url)
                        origin.push("main")
                        
                        return repo_url
        except Exception as e:
            logger.error(f"Failed to create GitHub repo: {e}")
            
        return None
    
    async def _generate_deployment(self, project: Dict[str, Any], spec: Dict[str, Any]) -> Dict[str, Any]:
        """Generate deployment configuration and scripts."""
        deployment = {
            "platforms": {},
            "scripts": {},
            "configs": {}
        }
        
        project_type = project["type"]
        
        # Platform-specific deployments
        if project_type in ["saas", "web_app"]:
            deployment["platforms"]["vercel"] = self._generate_vercel_config()
            deployment["platforms"]["heroku"] = self._generate_heroku_config()
            deployment["platforms"]["railway"] = self._generate_railway_config()
            
        elif project_type == "mobile_app":
            deployment["platforms"]["app_store"] = self._generate_app_store_config()
            deployment["platforms"]["play_store"] = self._generate_play_store_config()
            
        elif project_type in ["api", "microservices"]:
            deployment["platforms"]["kubernetes"] = self._generate_k8s_full_deployment()
            deployment["platforms"]["docker_swarm"] = self._generate_swarm_config()
            
        # Deployment scripts
        deployment["scripts"]["deploy.sh"] = self._generate_deploy_script(project_type)
        deployment["scripts"]["rollback.sh"] = self._generate_rollback_script()
        deployment["scripts"]["health_check.sh"] = self._generate_health_check_script()
        
        # Infrastructure as Code
        deployment["configs"]["terraform"] = self._generate_terraform_config(project_type)
        deployment["configs"]["ansible"] = self._generate_ansible_playbook(project_type)
        
        return deployment
    
    # Helper methods for generating specific components
    # (These would contain the actual template code for each component)
    
    def _generate_nextjs_app(self, spec: Dict[str, Any]) -> Dict[str, str]:
        """Generate Next.js application files."""
        # Implementation would generate all Next.js files
        return {}
    
    def _generate_express_api(self, spec: Dict[str, Any]) -> Dict[str, str]:
        """Generate Express API files."""
        # Implementation would generate Express API
        return {}
    
    def _generate_prisma_schema(self, spec: Dict[str, Any]) -> str:
        """Generate Prisma database schema."""
        return '''// Prisma schema for SaaS application

generator client {
  provider = "prisma-client-js"
}

datasource db {
  provider = "postgresql"
  url      = env("DATABASE_URL")
}

model User {
  id        String   @id @default(cuid())
  email     String   @unique
  name      String?
  password  String
  role      Role     @default(USER)
  tenantId  String
  tenant    Tenant   @relation(fields: [tenantId], references: [id])
  createdAt DateTime @default(now())
  updatedAt DateTime @updatedAt
}

model Tenant {
  id        String   @id @default(cuid())
  name      String
  plan      Plan     @default(FREE)
  users     User[]
  createdAt DateTime @default(now())
  updatedAt DateTime @updatedAt
}

enum Role {
  USER
  ADMIN
  SUPER_ADMIN
}

enum Plan {
  FREE
  PRO
  ENTERPRISE
}
'''
    
    # ... (many more helper methods would be implemented here)
    
    async def build_multiple_projects(self, ideas: List[str]) -> List[Dict[str, Any]]:
        """Build multiple projects in parallel."""
        tasks = []
        
        for idea in ideas:
            task = asyncio.create_task(self.build_from_idea(idea))
            tasks.append(task)
        
        results = await asyncio.gather(*tasks)
        
        # Generate summary
        summary = {
            "total_projects": len(results),
            "successful": sum(1 for r in results if "error" not in r),
            "total_files": sum(len(r.get("files", {})) for r in results),
            "project_types": [r.get("type") for r in results]
        }
        
        logger.info(f"Built {summary['successful']} projects successfully")
        
        return results


# Example usage
async def demo_project_builder():
    """Demonstrate autonomous project building."""
    builder = AutonomousProjectBuilder()
    
    # Build various types of projects
    ideas = [
        "Create a SaaS platform for project management with team collaboration",
        "Build a mobile app for fitness tracking with social features",
        "Make a multiplayer online game with leaderboards",
        "Develop an AI-powered code review tool",
        "Create a blockchain-based voting system",
        "Build an IoT home automation system",
        "Design a real-time data analytics pipeline",
        "Create a microservices e-commerce platform"
    ]
    
    print("🚀 Starting Autonomous Project Builder Demo")
    print("="*60)
    
    # Build a single project
    print("\n📦 Building single project...")
    project = await builder.build_from_idea(ideas[0])
    
    print(f"\n✅ Project built: {project['spec']['name']}")
    print(f"   Type: {project['type']}")
    print(f"   Path: {project['path']}")
    print(f"   Files: {len(project['files'])}")
    print("\n   Commands:")
    for cmd, desc in project["commands"].items():
        print(f"     {cmd}: {desc}")
    
    # Build multiple projects in parallel
    print("\n\n📦 Building multiple projects in parallel...")
    projects = await builder.build_multiple_projects(ideas[:4])
    
    print("\n📊 Build Summary:")
    for i, proj in enumerate(projects):
        if "error" not in proj:
            print(f"\n   Project {i+1}: {proj['spec']['name']}")
            print(f"   Type: {proj['type']}")
            print(f"   Files: {len(proj['files'])}")


if __name__ == "__main__":
    asyncio.run(demo_project_builder())