motherduck-cookbook

Catalog front matter validation checks that fields like id, type, category, features, and prompt are correct across entries. It enforces compliance with the catalog schema and tooling rules to ensure metadata stays aligned for agent discovery.

Maintaining README front matter and catalog entries involves organizing and validating catalog metadata to ensure starter scripts and flight-plan templates remain consistent. This applies schema compliance checks to front matter fields and run instructions across the project.

MCP tooling requires safety considerations to be consistent within catalog metadata. The validation process ensures readme content aligns with MCP guidelines and that front matter fields and run instructions meet the catalog schema requirements.

Catalog generation and release publishing workflows organize validated metadata to enable agent discovery and deployment. You run the starter workflow to validate and publish updated catalog metadata for the repository.

Flight-plan template validation fails when front matter fields are missing because the process enforces strict compliance with the catalog schema. It checks that required fields like id, type, category, features, and prompt are present and correctly formatted.