event_kind: emergency

risk: Double booking risk for Malik King

hint: Verify Malik King’s calendar before assigning him to any new shift to avoid overlap.


event_kind: misplacement

risk: Cincinnati Receiving Clerk drift risk

hint: Use Cincinnati Receiving Clerk pool with verified tool set; schedule pre‑shift drift check; keep backup ready.