documentation

## What I do - Write clear and comprehensive documentation - Document APIs with OpenAPI/Swagger - Create README files with setup instructions - Write code comments and docstrings - Document architecture decisions (ADRs) - Create user guides and tutorials - Maintain changelogs and release notes - Use diagrams for complex concepts ## When to use me When writing or updating documentation. ## README Structure ```markdown # Project Name Brief description of the project. What problem does it solve? ## Table of Contents - [Features](#features) - [Requirements](#requirements) - [Installation](#installation) - [Configuration](#configuration) - [Usage](#usage) - [API Documentation](#api-documentation) - [Testing](#testing) - [Deployment](#deployment) - [Contributing](#contributing) - [License](#license) ## Features - Feature 1 with brief description - Feature 2 with brief description - Feature 3 with brief description ## Requirements - Python 3.11+ - PostgreSQL 15+ - Redis 7+ - Node.js 20+ ## Installation ```bash # Clone the repository git clone https://github.com/org/repo.git cd repo # Create virtual environment python -m venv venv source venv/bin/activate # Install dependencies pip install -r requirements.txt # Setup database python manage.py migrate # Start development server python manage.py runserver ``` ## Configuration Create a `.env` file: ```bash # Required DATABASE_URL=postgresql://user:pass@localhost:5432/db REDIS_URL=redis://localhost:6379/0 SECRET_KEY=your-secret-key # Optional DEBUG=false LOG_LEVEL=info API_KEY=your-api-key ``` ## Usage ### API Examples ```python import requests # Create a user response = requests.post( 'http://localhost:8000/api/v1/users', json={ 'email': 'user@example.com', 'name': 'John Doe', }, headers={'Authorization': 'Bearer YOUR_TOKEN'} ) print(response.json()) ``` ## API Documentation Full API documentation available at `/api/docs` (Swagger UI). ### Authentication All API requests require authentication: ```bash curl -H "Authorization: Bearer YOUR_TOKEN" \ http://localhost:8000/api/v1/protected-resource ``` ### Rate Limiting - 100 requests per minute for authenticated users - 10 requests per minute for unauthenticated users ## Testing ```bash # Run all tests pytest # Run with coverage pytest --cov=src --cov-report=html # Run specific test file pytest tests/api/test_users.py -v ``` ## Deployment ### Docker ```bash docker build -t myapp:latest . docker run -p 8000:8000 myapp:latest ``` ### Kubernetes See `k8s/` directory for deployment manifests. ## Contributing 1. Fork the repository 2. Create feature branch (`git checkout -b feature/amazing-feature`) 3. Commit changes (`git commit -m 'feat: add amazing feature'`) 4. Push to branch (`git push origin feature/amazing-feature`) 5. Open Pull Request ## Architecture Decision Records See [docs/adr](./docs/adr/) for architectural decisions. ## License MIT License - see [LICENSE](LICENSE) for details. ``` ## API Documentation (OpenAPI) ```yaml openapi: 3.0.3 info: title: My API description: REST API for my application version: 1.0.0 contact: name: API Support email: support@example.com servers: - url: https://api.example.com/v1 description: Production server - url: http://localhost:8000/api/v1 description: Development server tags: - name: Users description: User management operations - name: Auth description: Authentication operations paths: /users: get: tags: - Users summary: List users description: Retrieve a paginated list of users parameters: - name: page in: query schema: type: integer default: 1 description: Page number - name: limit in: query schema: type: integer default: 20 maximum: 100 description: Items per page - name: sort in: query schema: type: string default: '-createdAt' description: Sort field (prefix with - for descending) - name: search in: query schema: type: string description: Search in name and email responses: '200': description: List of users content: application/json: schema: type: object properties: data: type: array items: $ref: '#/components/schemas/User' meta: $ref: '#/components/schemas/PaginationMeta' '401': $ref: '#/components/responses/Unauthorized' post: tags: - Users summary: Create user description: Create a new user account requestBody: required: true content: application/json: schema: $ref: '#/components/schemas/CreateUserRequest' responses: '201': description: User created successfully content: application/json: schema: $ref: '#/components/schemas/User' '400': $ref: '#/components/responses/ValidationError' components: schemas: User: type: object properties: id: type: string format: uuid readOnly: true email: type: string format: email name: type: string createdAt: type: string format: date-time readOnly: true CreateUserRequest: type: object required: - email - name - password properties: email: type: string format: email name: type: string minLength: 1 maxLength: 100 password: type: string format: password minLength: 8 PaginationMeta: type: object properties: total: type: integer page: type: integer limit: type: integer pages: type: integer responses: Unauthorized: description: Authentication required content: application/json: schema: $ref: '#/components/schemas/Error' ValidationError: description: Invalid request data content: application/json: schema: type: object properties: error: type: object properties: code: type: string message: type: string details: type: array items: type: object properties: field: type: string message: type: string securitySchemes: bearerAuth: type: http scheme: bearer bearerFormat: JWT ``` ## Code Comments ```python class QuantumNeuron: """ Quantum-inspired spiking neuron model. Implements quantum tunneling behavior for spike generation, coherence time management, and multi-reality state evolution. Attributes: num_qubits: Number of qubits in the quantum state coherence_time: Time before quantum decoherence (ms) tunneling_rate: Probability of quantum tunneling """ def __init__( self, num_qubits: int = 4, coherence_time: float = 100.0, tunneling: float = 0.1, ) -> None: """ Initialize quantum neuron. Args: num_qubits: Number of qubits (must be power of 2 for state vector) coherence_time: Quantum coherence duration in milliseconds tunneling: Tunneling probability (0.0 to 1.0) Raises: ValueError: If num_qubits is not a power of 2 """ if num_qubits & (num_qubits - 1): raise ValueError("num_qubits must be a power of 2") self.num_qubits = num_qubits self.coherence_time = coherence_time self.tunneling = tunneling self.state = np.zeros(2 ** num_qubits, dtype=complex) self.state[0] = 1.0 # Initialize to |0⟩ state ```