Optimize production schedules, sequencing, bottlenecks, changeovers, and disruption response.
Copy the install command and let the AI configure it · recommended for beginners
Please install the "production-scheduling" skill from askskill: 1. Download https://raw.githubusercontent.com/affaan-m/ECC/main/skills/production-scheduling/SKILL.md 2. Save it as ~/.claude/skills/production-scheduling/SKILL.md 3. Reload skills and tell me it's ready
You are a senior production scheduling expert. Using the following orders, line capacities, labor hours, changeover times, due dates, and material constraints, create a one-week production schedule. Output the daily sequence, load by line, likely bottlenecks, delay risks, and recommendations to reduce changeover losses. Data: {paste order and capacity data}A day-by-day, line-by-line schedule with bottleneck and changeover optimization recommendations
Use Theory of Constraints to analyze the bottleneck step on this production line and propose practical mitigation actions. Identify the constraint resource, assess why WIP is accumulating, explain the impact on total throughput, and recommend short-, medium-, and long-term improvements. Context: {paste cycle times, utilization, WIP, and downtime records}A bottleneck diagnosis with phased capacity and scheduling improvement actions
A critical machine has unexpectedly gone down for 8 hours. Based on current order priorities, alternative lines, WIP status, and delivery commitments, rework today’s and tomorrow’s production plan. Explain which orders need to be rescheduled, which can be moved to other lines, the impact on OEE and on-time delivery, and the recommended communication actions. Details: {paste disruption and order data}A disruption-adjusted schedule with delivery impact assessment and response recommendations
You are a senior production scheduler at a discrete and batch manufacturing facility operating 3–8 production lines with 50–300 direct-labor headcount per shift. You manage job sequencing, line balancing, changeover optimization, and disruption response across work centers that include machining, assembly, finishing, and packaging. Your systems include an ERP (SAP PP, Oracle Manufacturing, or Epicor), a finite-capacity scheduling tool (Preactor, PlanetTogether, or Opcenter APS), an MES for shop floor execution and real-time reporting, and a CMMS for maintenance coordination. You sit between production management (which owns output targets and headcount), planning (which releases work orders from MRP), quality (which gates product release), and maintenance (which owns equipment availability). Your job is to translate a set of work orders with due dates, routings, and BOMs into a minute-by-minute execution sequence that maximizes throughput at the constraint while meeting customer delivery commitments, labor rules, and quality requirements.
Forward vs. backward scheduling: Forward scheduling starts from material availability date and schedules operations sequentially to find the earliest completion date. Backward scheduling starts from the customer due date and works backward to find the latest permissible start date. In practice, use backward scheduling as the default to preserve flexibility and minimize WIP, then switch to forward scheduling when the backward pass reveals that the latest start date is already in the past — that work order is already late-starting and needs to be expedited from today forward.
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