Open Knowledge Format (OKF): A Markdown Specification for AI Agent Knowledge Management

Short summary

Open Knowledge Format (OKF) is a vendor-neutral specification packaging organizational knowledge as markdown files with YAML frontmatter, eliminating custom integrations for AI agents. It uses file paths as concept IDs, markdown links as a knowledge graph, and requires no API or SDK—the file system serves as the distribution layer. Ideal for data teams, SRE runbooks, and platform APIs.

• •Markdown + YAML frontmatter spec for organizing organizational knowledge as files
• •AI agents read directly without custom integrations or SDKs
• •Designed for data tables, metrics, runbooks, and API documentation

Generated with AI, which can make mistakes.