AI Agent Skills

Add or refine tests for specx Python services. Use when creating unit tests for use cases/services, integration tests for FastAPI controllers or infrastructure adapters,…

Add delivery controllers for specx services, especially FastAPI HTTP routes. Use when creating top-level `delivery/` request/response schemas, one controller per scoped…

Create or reshape a Python FastAPI service repo into the specx clean core/delivery architecture using packaged scoped foundation bases. Use when starting an API backend,…

Vector search demo with the arXiv paper dataset, RedisVL, HuggingFace, OpenAI, Cohere, FastAPI, React, and Redis.