production-scheduling

Sequences manufacturing jobs, optimizes changeovers, and resolves bottlenecks using TOC and OEE frameworks.

Updated Mar 18, 2026
One-click install
npx skills add https://github.com/freedom909/real-estate-saas --skill production-scheduling-freedom909
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: production-scheduling
Source: https://github.com/freedom909/real-estate-saas/tree/main/.trae/skills/production-scheduling
Command: npx skills add https://github.com/freedom909/real-estate-saas --skill production-scheduling-freedom909

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Manufacturing schedulers must translate work orders with due dates, routings, and BOMs into executable sequences while handling machine breakdowns, material shortages, changeover trade-offs, and shifting bottlenecks. This Skill codifies senior scheduler expertise so an AI can produce realistic, constraint-aware production schedules and disruption responses. ## Core Features & Use Cases - Constraint-Based Scheduling: Identifies the true bottleneck via utilization ratios and applies drum-buffer-rope logic, dispatching rules (EDD, SPT, setup-aware EDD), and frozen stabilization windows. - Changeover & Campaign Optimization: Applies SMED, setup matrices, nearest-neighbor with 2-opt improvement, and changeover-cost vs. carrying-cost crossover analysis. - Disruption Re-Sequencing: Provides frameworks for breakdowns, shortages, quality holds, and absenteeism, plus escalation triggers and KPI targets (schedule adherence, OEE, OTD). - Use Case: A CNC machine on the constraint line goes down for 4 hours. The Skill evaluates alternate routings, re-sequences only unlocked jobs to minimize total lateness, and drafts the revised schedule communication within 30 minutes. ## Quick Start Ask the AI to act as a senior production scheduler and re-sequence this week's work orders after a 4-hour breakdown on the constraint work center, protecting past-due jobs and the frozen window.

Frequently Asked Questions about production-scheduling

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I identify the bottleneck in a production schedule?▼

Rank work centers by utilization ratio (load hours divided by available hours) over the trailing two weeks by shift. Verify causally: if adding one hour of capacity at that work center increases total plant output, it is the true constraint, not just a WIP accumulation point.

How to re-sequence jobs after a machine breakdown?▼

First determine if the broken machine is the constraint and estimate repair time. Freeze jobs in process or within 2 hours of start, re-sequence remaining jobs by priority (past-due, constraint-feeding, then EDD), communicate within 30 minutes, and lock the schedule for 4 hours.

When should I use campaign scheduling vs mixed-model scheduling?▼

Use campaigns when changeovers exceed 60 minutes or $500 in scrap and lost output, since fewer changeovers outweigh higher WIP. Use mixed-model when changeovers are under 15 minutes or customers demand short lead times. Compute the crossover where marginal changeover cost equals marginal carrying cost.

What dispatching rule should I use for job sequencing?▼

Use Earliest Due Date for high-variety short-run mixes to minimize maximum lateness, Shortest Processing Time for long-run few-product environments to minimize flow time and WIP, and setup-aware EDD when sequence-dependent setups exist.

Why does my MRP schedule fail on the shop floor?▼

MRP assumes infinite capacity, fixed lead times, and perfect BOMs, so its output is not executable. Run it through finite-capacity scheduling that respects machine availability, shift patterns, sequence-dependent setups, and yield losses before releasing to the floor.

What OEE level indicates a scheduling problem at the constraint?▼

World-class OEE is 85% or higher, while typical discrete manufacturing runs 55-65%. If constraint OEE drops below 65% for three consecutive shifts, trigger a focused improvement event with maintenance, engineering, and scheduling.