SuperAPI AI Directory

demand-pull

Office & productivity

View repository

Updated 11-03 10:01

About this skill

Demand Pull

Purpose

Normalize the week's demand: open orders with run hours, families, due dates, commitments.

When to use

Start of every planning run.

Inputs

Open-order export (CSV/JSON) with routing run-hours; demand forecast; work-center calendar; material plan; changeover matrix. Emits the entry hop of mfg.production-planning.v1 (schema in contracts/).

Steps

  1. Extract orders: order_id, product, family, run_hours, due_date, committed flag.
  2. Record plan_week, week_start, line; keep the exports' identities as citations.
  3. Validate against the contract; write plan.json (+ workcenter.json, materials.json, changeovers.json passthrough).

Output

plan.json - the entry hop.

Grounding requirements

Every order row cites its export; commitments come from the order record, not from memory.

Constraints

  • Never invent run-hours or due dates; missing routing data stays missing and escalates (#6).
  • No feasibility or sequencing opinions here.

Escalation / uncertainty

Orders missing routing/material rows: record and continue - the engines apply the floor.