Inventory reorder proposal
Turns item demand, on-hand stock, open purchase orders, supplier lead times, and service-level rules into a cited reorder proposal with quantity, timing, stockout risk, and assumptions. Use for replenishment planning, inventory control, purchasing recommendations, and warehouse exception reviews.
Published Aug 21, 2026 · Updated Aug 26, 2026
Requirements
Add replenishment policy with service target and demand window. Map SKU, location, stock, demand, PO, supplier, and unit fields. Define usable inbound statuses and overdue-PO treatment. Set planning horizon and proposal-cost currency.
Skill document
The full SKILL.md your agent reads and follows.
Inventory reorder proposal
Purpose
Calculate replenishment proposals from demand history and current supply while exposing the lead-time, safety-stock, and service-level assumptions behind each recommendation.
Scope
Cover inventory master, stock ledger, demand history, open purchase orders, supplier lead-time table, minimum order quantities, safety-stock policy, and warehouse calendar. Excluded: placing purchase orders, changing stock counts, supplier negotiation, and guaranteeing availability.
Data basis
- Inventory fields sku, location, on_hand, allocated, available, reorder_point, safety_stock, and unit_cost.
- Demand fields date, sku, location, quantity, and status.
- Purchase orders with po_id, ordered_qty, due_date, and status.
- Supplier lead time, MOQ, pack-size, and replenishment policy.
Result
Produce a reorder sheet with net available, demand rate, projected stockout date, suggested quantity, order-by date, MOQ adjustment, cost, confidence, and source citations.
The proposal is a decision workpaper rather than a purchase order: each quantity is accompanied by its calculation inputs, inbound assumption, and confidence level. Items blocked by missing parameters remain visible with a reason and no invented quantity.
Quality criteria
- Exclude cancelled demand and distinguish allocated from available units.
- Include open POs only when status and due date make them usable.
- Apply stated demand window, lead time, safety stock, MOQ, and order-cycle rules.
- Flag negative stock, missing lead time, stale demand, and conflicting units.
- Cite inventory, demand, PO, supplier, or policy rows for every proposal.
Instructions
Calculate net available as on-hand minus allocated plus usable inbound. An overdue PO is not received without a receipt row. Use the policy demand window and service target; never invent a safety factor. Round proposed quantity up to MOQ or pack multiple and show unrounded need. Separate data-gap risk from demand-driven stockout risk.
Adapt before use
- Add replenishment policy with service target and demand window.
- Map SKU, location, stock, demand, PO, supplier, and unit fields.
- Define usable inbound statuses and overdue-PO treatment.
- Set planning horizon and proposal-cost currency.
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