{
  "name": "Python FastAPI",
  "description": "FastAPI with SQLAlchemy, Pydantic, and modern Python development practices",
  "filePatterns": ["*.py"],
  "excludePatterns": ["*_test.py", "*test*.py", "__pycache__/*"],
  "techStack": {
    "framework": "FastAPI",
    "language": "Python 3.9+",
    "database": "SQLAlchemy + PostgreSQL",
    "validation": "Pydantic",
    "testing": "Pytest + httpx",
    "documentation": "OpenAPI/Swagger (auto-generated)",
    "async": "asyncio + asyncpg",
    "serialization": "Pydantic models"
  },
  "conventions": {
    "naming": {
      "variables": "snake_case",
      "functions": "snake_case",
      "classes": "PascalCase",
      "constants": "UPPER_SNAKE_CASE",
      "modules": "lowercase_with_underscores",
      "packages": "lowercase"
    },
    "fileStructure": {
      "routers": "app/routers/{feature}.py",
      "models": "app/models/{feature}.py",
      "schemas": "app/schemas/{feature}.py",
      "services": "app/services/{feature}.py",
      "database": "app/database.py",
      "tests": "tests/test_{feature}.py"
    },
    "imports": {
      "style": "Absolute imports from project root",
      "grouping": "Standard library, third-party, local",
      "sorting": "Alphabetical within groups"
    }
  },
  "qualityChecks": {
    "lint": {
      "command": "flake8 .",
      "config": "PEP 8 compliance",
      "autoFix": false
    },
    "format": {
      "command": "black .",
      "config": "88 character line limit",
      "autoFix": true
    },
    "typeCheck": {
      "command": "mypy .",
      "config": "Strict type checking",
      "autoFix": false
    },
    "build": {
      "command": "python -m compileall .",
      "checkSyntax": true,
      "failOnError": true
    },
    "test": {
      "unit": "pytest tests/",
      "coverage": "pytest --cov=app tests/",
      "minimumCoverage": 80
    }
  },
  "codePatterns": {
    "router": {
      "structure": "Use APIRouter with proper prefixes and tags",
      "endpoints": "Async functions with proper HTTP methods",
      "dependencies": "Use Depends() for dependency injection",
      "responses": "Type-annotated response models",
      "errors": "Use HTTPException for error handling"
    },
    "model": {
      "sqlalchemy": "Use SQLAlchemy declarative base",
      "relationships": "Properly define foreign keys and relationships",
      "validation": "Include proper field constraints",
      "timestamps": "Include created_at, updated_at fields"
    },
    "schema": {
      "pydantic": "Use Pydantic BaseModel for request/response schemas",
      "validation": "Include proper field validation",
      "serialization": "Configure proper serialization options",
      "inheritance": "Use inheritance for variations (Create, Update, Response)"
    },
    "service": {
      "async": "Use async/await for database operations",
      "transactions": "Implement proper transaction handling",
      "error_handling": "Comprehensive error handling with custom exceptions",
      "logging": "Structured logging for debugging and monitoring"
    },
    "testing": {
      "fixtures": "Use pytest fixtures for test setup",
      "client": "Use TestClient for endpoint testing",
      "database": "Use separate test database",
      "mocking": "Mock external dependencies and services"
    }
  },
  "context7Libraries": [
    "fastapi",
    "sqlalchemy",
    "pydantic",
    "pytest",
    "httpx",
    "asyncpg",
    "uvicorn",
    "alembic"
  ],
  "commonImports": {
    "router": [
      "from fastapi import APIRouter, Depends, HTTPException, status",
      "from sqlalchemy.orm import Session",
      "from app.database import get_db"
    ],
    "model": [
      "from sqlalchemy import Column, Integer, String, DateTime, ForeignKey, Boolean",
      "from sqlalchemy.ext.declarative import declarative_base",
      "from sqlalchemy.orm import relationship",
      "from datetime import datetime"
    ],
    "schema": [
      "from pydantic import BaseModel, EmailStr, validator",
      "from typing import Optional, List",
      "from datetime import datetime"
    ],
    "service": [
      "from sqlalchemy.orm import Session",
      "from sqlalchemy.exc import IntegrityError",
      "from fastapi import HTTPException, status"
    ]
  },
  "bestPractices": [
    "Use async/await for I/O operations",
    "Implement proper dependency injection with Depends()",
    "Use Pydantic models for request/response validation",
    "Follow PEP 8 style guidelines",
    "Use type hints for all functions and variables",
    "Implement proper error handling with HTTP status codes",
    "Use SQLAlchemy for database operations with proper relationships",
    "Write comprehensive tests with pytest",
    "Use environment variables for configuration",
    "Implement proper logging for debugging and monitoring"
  ],
  "securityConsiderations": [
    "Validate and sanitize all input data using Pydantic",
    "Use proper authentication and authorization mechanisms",
    "Hash passwords using secure algorithms (bcrypt)",
    "Implement rate limiting to prevent abuse",
    "Use HTTPS in production environments",
    "Validate JWT tokens properly",
    "Use parameterized queries to prevent SQL injection",
    "Implement proper CORS configuration",
    "Log security-relevant events for auditing",
    "Use environment variables for sensitive configuration"
  ],
  "asyncPatterns": [
    "Use async def for route handlers that perform I/O",
    "Use asyncio.gather() for concurrent operations",
    "Implement proper connection pooling for database",
    "Use async context managers for resource management",
    "Handle exceptions properly in async functions",
    "Use asyncio.create_task() for background tasks",
    "Implement proper shutdown handling for async resources",
    "Use async generators for streaming responses",
    "Avoid blocking operations in async functions",
    "Use proper async testing patterns with pytest-asyncio"
  ]
}
