Note Workflow utility artifact for long-session traffic gating; WIP and operator-experience oriented.

Note Controlled evidence-loop artifacts: bounded question, source bundle, route, reasoner, confidence update, next evidence request.

Note Token-reduction and targeted-retrieval benchmark surface with explicit measurement emphasis.