OKF doc-prep: atomic markdown generation from diverse corpus formats
Generate OKF concept cards from a prepared reference corpus
Distil closed Zendesk tickets -> OKF client issue cards
Deterministic parser: Oracle and DB2 DDL to OKF database-object cards
Serve + test OKF concept cards as agent context (no RAG)
Write-only MCP server: file OKF memory/correction issues (keeps hive-serve keyless)
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