# Cross-day lesson — Riverline Logistics — Nashville Downtown Build-Out, 2026-05-05

_Generated by `gpt-oss:20b` in 6.2s. Based on 5 events + 2 mid-day checkpoints._

When a baseline_fill completes, immediately check the local pool for that role; if the pool is low or a double‑booking risk is flagged, pre‑fetch a backup from a nearby city (e.g., Memphis for Shipping Clerk). Before assigning a worker to a role that has been flagged as misplacement or double booking risk, verify their schedule to ensure no overlap. Keep at least two extra workers per role in the local pool to absorb last‑minute gaps. Use the mid‑day checkpoint risk hints to trigger these actions automatically.