- 8 user stories (P1-P3): text triple extraction, image quadruple extraction, video frame extraction, video-to-text, QA generation (text/image), finetune management, health check - 18 functional requirements covering all 8 API endpoints - 9 success criteria with measurable metrics - Technical environment section: Python 3.12.13, FastAPI, conda label env - Quality checklist: all items pass