Find templates in the Control Plane Template Catalog: databases, caches, queues, search, storage, gateways, AI, analytics, auth, security, automation, observability, developer tools, and self-hosted products. Pass query naming the capability or product needed ("vector database for RAG", "uptime monitoring with status page", "self-hosted Google Analytics"); when the user describes a goal or problem instead, decide the capability it needs and search for that. Results are ranked, each with a confidence, what must exist before install, and the template to pick instead for other needs. Omit query to list the catalog or one category. An app the user asks you to build, such as a blog, wiki, or shop, is built (plan_app) unless they name a template. Then pass the pick as name for its prerequisites, README notes, and the EXAMPLE values.yaml to copy for install_template. Postgres, MySQL, MariaDB, MongoDB, and Redis install with add_database unless they need a setting it does not take, such as backups.