AI agents are only as smart as the context you give them. OKF is a new open specification that packages your organizational knowledge as plain markdown files so any agent can read it without custom integrations or proprietary SDKs.
Every team building AI agents hits the same wall. The model is capable. The agent framework is set up. But the agent doesn't know anything about your organization. It doesn't know what your orders table means, what the churn_score metric formula is, or what the on-call runbook says to do when the pipeline breaks.
That knowledge exists. It's scattered across Confluence pages, Notion wikis, data catalog entries, Slack threads, and the heads of senior engineers. Getting it into an agent means building a custom integration for every source. Every team solves this from scratch.
Published on June 12, 2026, the Open Knowledge Format (OKF) is a vendor-neutral specification that solves this with the simplest possible approach: a directory of markdown files. 🎯
An OKF bundle is a directory of markdown files representing concepts: anything you want to capture, including tables, datasets, metrics, playbooks, runbooks, and APIs. Each concept is one file.
