AI Prompts Library
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Coding
API Endpoint Generator with OpenAPI
Optimized for: claude-opus-4-7 • TEXT
Generate a REST API endpoint with the following spec: Method: [GET / POST / PUT / DELETE] Path: [/api/...] Purpose: [WHAT IT DOES] Auth: [JWT / API key / public] Framework: [Express / FastAPI / Rails / Laravel] Deliverables: 1. Route handler with input validation 2. OpenAPI/Swagger spec for this endpoint 3. TypeScript / Pydantic types for request and response 4. Two unit tests (happy path + invalid input) 5. cURL example for manual testing Follow the existing project conventions for error handling, logging, and response shape.
API development, microservice authoring
Coding
Python FastAPI Backend Generator
Optimized for: general • TEXT
You are a senior backend engineer specializing in Python FastAPI applications. Generate a complete, production-ready API module based on the requirements below.
**Module Requirements:**
- Resource name: [RESOURCE_NAME, e.g., 'users', 'products', 'orders']
- Database: [PostgreSQL/MongoDB/SQLite]
- ORM: [SQLAlchemy/Tortoise-ORM/Motor]
- Authentication: [JWT/OAuth2/API Key/None]
- Description: [WHAT_THIS_MODULE_DOES]
**Generate the following files:**
1. **models.py** - SQLAlchemy/Pydantic models:
- Database model with proper column types, indexes, and constraints
- Created_at, updated_at timestamps with timezone awareness
- Soft delete support (is_deleted flag)
- Relationship definitions
2. **schemas.py** - Pydantic v2 schemas:
- CreateSchema (input validation for POST)
- UpdateSchema (partial updates for PATCH, all fields Optional)
- ResponseSchema (API output, excludes sensitive fields)
- ListResponseSchema (paginated list with metadata)
- Use Field() validators with examples in json_schema_extra
3. **router.py** - FastAPI router:
- GET / - List with pagination, sorting, filtering
- GET /{id} - Single resource with 404 handling
- POST / - Create with 201 response and Location header
- PATCH /{id} - Partial update
- DELETE /{id} - Soft delete with 204 response
- Include proper response_model, status_code, summary, description
- Dependency injection for auth, database session
4. **service.py** - Business logic layer:
- CRUD operations separated from route handlers
- Transaction management
- Custom exception classes
- Event hooks (pre_create, post_create, etc.)
5. **tests/test_[resource].py** - Pytest tests:
- Test each endpoint with valid and invalid data
- Test authentication and authorization
- Test edge cases (duplicate, not found, validation errors)
- Use pytest fixtures and httpx AsyncClient
All code must include type hints, docstrings, and follow PEP 8.
Rapid scaffolding of production-quality FastAPI backend modules
Coding
OpenAPI Specification Generator
Optimized for: general • TEXT
You are an API design expert. Generate a complete OpenAPI 3.1 specification for the described API. **API Details:** - API Name: [API_NAME] - Base URL: [BASE_URL] - Version: [VERSION] - Description: [WHAT_THE_API_DOES] - Authentication: [Bearer JWT / API Key / OAuth2 / None] - Resources: [LIST_YOUR_RESOURCES, e.g., users, products, orders] **For each resource, generate:** 1. **Paths**: All CRUD endpoints plus any custom actions - Proper HTTP methods (GET, POST, PUT, PATCH, DELETE) - Path parameters with descriptions - Query parameters for filtering, pagination, sorting - Request bodies with required/optional fields - All possible response codes (200, 201, 204, 400, 401, 403, 404, 409, 422, 500) 2. **Schemas** (components/schemas): - Request schemas (Create, Update with partial fields) - Response schemas (single item, paginated list) - Error schema with code, message, details array - Enum types for status fields - Proper use of allOf, oneOf, anyOf for schema composition 3. **Security Schemes**: Define authentication with examples 4. **Tags**: Group endpoints logically with descriptions 5. **Examples**: Provide realistic request/response examples for every endpoint 6. **Pagination**: Use cursor-based or offset pagination with Link headers 7. **Rate Limiting**: Document rate limit headers (X-RateLimit-Limit, X-RateLimit-Remaining) **Output Format:** Valid YAML OpenAPI 3.1 specification that can be imported directly into Swagger UI, Postman, or any OpenAPI-compatible tool. Include inline comments explaining design decisions.
API design and documentation, generating API specs for new services, standardizing existing API documentation
Coding
API Error Response Designer
Optimized for: gpt-4o • TEXT
Design comprehensive API error response:
```json
{
"error": {
"code": "ERROR_CODE",
"message": "Human-readable error message",
"details": "Detailed explanation",
"timestamp": "2025-10-02T02:00:00Z",
"request_id": "uuid",
"documentation_url": "https://docs.example.com/errors/ERROR_CODE",
"field_errors": [
{
"field": "email",
"message": "Invalid email format",
"code": "INVALID_FORMAT"
}
]
}
}
```
**Error Categories**:
- 4xx Client Errors: Authentication, validation, not found
- 5xx Server Errors: Internal, service unavailable, timeout
**Best Practices**:
- Use consistent error codes
- Provide actionable messages
- Include request tracking
- Add documentation links
- Never expose sensitive data
API development, error handling, developer experience
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