VNCNT Labs YouTube Data

Each tool targets a distinct object/action: abort vs. inspect a run, read dataset rows, read a single key-value record, and run the SEO bundle. The only mild tension is that get-actor-run surfaces dataset pointers that get-dataset-items then consumes, but their roles remain clearly differentiated by the descriptions.

Four tools follow a clean verb_noun kebab-case pattern (abort-actor-run, get-actor-run, get-dataset-items, get-key-value-store-record). The lone outlier, vncntlabs--seo-content-bundle, breaks the convention with a namespaced phrase instead of a verb, which is a minor deviation rather than a disruptive one.

Five tools is a lean, well-scoped set for running one actor and reading its outputs/stores. It is slightly on the thin side, and a couple of expected readers (list datasets, list keys) are absent, but each existing tool earns its place.

Reading side is decent (run status, dataset rows, key-value record) and the bundled actor provides the entry point, but there is no generic tool to start an actor run, list datasets, or list keys in a store. get-key-value-store-record even requires an exact key with no way to enumerate keys, creating a notable dead end.