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.