jkroepke

Use the Crossplane v2 OKF MCP server as the exclusive external knowledge source for Crossplane v2 core, API, Composition, provider, function, runtime, Upjet, security, multi-tenancy, and example facts. For an external service's behavior or security guidance, use its primary vendor documentation as defined by the evidence boundary.

Explicit-only workflow that builds or updates a source-backed Open Knowledge Format catalog for Crossplane core, providers, functions, SDKs, tools, official documentation, historical design context, and examples. Never invoke implicitly; the user must invoke `$okf`, `/skill:okf`, or `/okf`.

Explicit-only workflow that detects newer stable releases for selected Crossplane ecosystem sources, delegates release-diff research only for changed component identities, and presents an evidence-backed feature shortlist before any OKF content is changed.

Plan, write, and validate helm-unittest tests for a chart. Discovers chart structure, maps coverage gaps, and applies repository helm-unittest conventions.

Maintain values.schema.json for Helm charts that use helm-values-schema-json annotations in values.yaml.

Expert guidance on ParadeDB full-text search, hybrid search (BM25 + semantic), aggregations, and analytics in Postgres. Use when writing ParadeDB queries, creating BM25 indexes, configuring tokenizers, or implementing Elasticsearch-quality search in Postgres.

Run the explicit, token-efficient multi-agent code-development workflow for idp-brain.