{"after_event":"10:30","event_kind":"recurring","ok":true,"model":"gpt-oss:20b","duration_secs":13.406,"risk":"Double-booking risk for Sarah","hint":"Check Sarah D. Cook's calendar before assigning to the next shift; ensure f.reason is defined to avoid artifact errors."}