Use this skill when the user wants to add or correct Business knowledge in an existing query-ready OKF database Bundle, including datasets, terms, enums, relationships, metrics, policies, or business-maintained executable SQL preserved as Saved Queries for later NL2SQL grounding. Inventory existing Concepts, propose…
Use this skill when the user wants to inspect a SQL database or generate or refresh the facts-only physical layer of an OKF v0.2 database Bundle with tables, columns, SQL bindings, relationships, observations, and overlay indexes. Use it for connection checks and reviewed sync previews. Do not use for Business…
Use this skill when the user wants to publish or update the central OKF v0.2 knowledge base through a controlled workspace workflow that downloads the current snapshot, previews server-side changes, requires explicit confirmation, submits through the okf knowledge CLI, and verifies through remote MCP. Do not use…
Use this skill when the user wants an actual answer from a SQL database in business terms, including totals, trends, rankings, comparisons, or bounded detail, even when they do not know the schema, dialect, or data-source label. Retrieve relevant OKF knowledge through MCP, assemble single-source read-only SQL, execute…
Use this skill when the user explicitly wants to check, preview, or stage an existing Open Knowledge Format v0.1 or mixed catalog migration to OKF v0.2. Analyze migration readiness and create reviewable proposals without rewriting files directly or accepting proposals automatically. Do not use for ordinary validation…