Labor Scheduling Agent

Move a multi-store retailer from a published-once-and-pinned shift schedule to a continuous, agent-orchestrated labor-plan loop. Output is an approval-ready labor packet for each store and week: shift skeleton with named associates, role-coverage check against the live demand forecast, intra-week reflow rules, fairness audit, predictive-scheduling compliance check, and a write-back plan into the workforce-management (WFM) system. The skill produces a manager-reviewable plan, not an autopublish — the human store leader still owns the final post.