Open Knowledge Format

Open Knowledge Format

Open Knowledge Format, or OKF, is Google Cloud's proposed open specification for representing AI-usable knowledge as markdown files with YAML frontmatter and shared conventions.

Key points

  • Google Cloud describes OKF v0.1 as a vendor-neutral, agent- and human-friendly standard for metadata, context, and curated knowledge [src-100].
  • The format formalizes the Karpathy LLM Wiki Pattern: directories of markdown files, YAML frontmatter, readable content, and conventions that agents can consume without translation [src-100].
  • OKF is strategically important because it treats enterprise context as portable infrastructure rather than a proprietary memory silo [src-100].
  • It also validates Robin's knowledge graph design choices: markdown, frontmatter, source IDs, explicit relationships, and human-readable pages can serve both people and agents [src-100].

Related entities

Related concepts

Source references

  • [src-100] Sam McVeety and Amir Hormati – "How the Open Knowledge Format can improve data sharing" (2026-06-12)

Robin Cartier perspective

This page is part of Robin Cartier's working AI knowledge graph: a practical research layer for production AI, recommendation systems, experimentation, GEO, and agentic web readiness.

The useful next step is to connect this concept back to applied product leadership and operating models.

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