Ai Prompt Engineer Api

API CONTRACT: External format for frontend/OpenAPI.

USE THIS FOR:

• API request/response models (FastAPI route data classes)
• OpenAPI schema generation (creates proper TypeScript types)
• Frontend communication

DO NOT USE FOR:

• Internal storage or processing
• System prompt generation/parsing
• Database operations

CONVERSION:

• Frontend sends this format → convert to SystemPromptStructure for processing
• Backend responses convert SystemPromptStructure → this format via to_api_format()