{"after_event":"13:30","event_kind":"emergency","ok":true,"model":"gpt-oss:20b","duration_secs":14.805,"risk":"Double booking risk for Malik King","hint":"Verify Malik King’s calendar before assigning him to any new shift to avoid overlap."}
{"after_event":"12:00","event_kind":"misplacement","ok":true,"model":"gpt-oss:20b","duration_secs":14.231,"risk":"Cincinnati Receiving Clerk drift risk","hint":"Use Cincinnati Receiving Clerk pool with verified tool set; schedule pre‑shift drift check; keep backup ready."}