GoogleCloudPlatform’s OKF proof of concept turns catalog knowledge into markdown plus YAML frontmatter, then uses a BigQuery pass and an optional web pass to enrich bundles. The security angle is not a breach claim, it is the trust boundary around agent-readable knowledge, crawler limits, seed URLs, credentials, and reviewable diffs.