# Cross-day lesson — Horizon Supply, 2026-05-04

_Generated by `gpt-oss:20b` in 5.2s. Based on 3 events + 1 mid-day checkpoints._

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Before any baseline, recurring, or emergency assignment, confirm that the role index contains entries for the target location. Pre‑fetch the role data for Flint, MI and validate its JSON formatting to avoid parse errors. If a role is missing, populate a default pool or flag the job for manual review. This prevents the FAIL status and reduces gaps. Implement a pre‑check script that runs before each event.