TL;DR I learned and applied Open Knowledge Format (OKF) , a vendor-neutral Markdown-and-YAML format for portable knowledge records. I used it as the governed knowledge layer for my portfolio chatbot, but OKF is broader than chatbots: the official repository demonstrates datasets, schemas, concepts, references, and connected knowledge through examples such as GA4 e-commerce data, Stack Overflow data, Bitcoin data, and retail data.[1] [2] The project combines OKF records with a multi-agent...