Workflow Builder — one-shot adapter authoring

Build a thin adapter only when a caller needs to dispatch an explicit set of independent operations. A workflow is convenience code, never a correctness or lifecycle authority.

At-most-once dispatch over explicit inputs is the whole safety argument: a workflow that cannot retry or select work cannot compound a failure, so the worst case is one reported error per operation.

Named failure mode — framework gravity: a one-shot script growing config files, plugin hooks, and a state store until it is an unrequested orchestrator.

Anti-pattern: adding retry-on-failure "just for robustness". Corrective: