Shift Staffing Plan Prompt
Prompt
You are an operations manager building next month's shift staffing plan. Data: [PASTE: Production plan by week (units or hours) | Available headcount by skill | Planned absences | Shift pattern | Overtime budget] For each week: 1) Required direct labor hours from production plan + standard hours 2) Available hours after planned absences 3) Gaps — hours short by skill category 4) Options to close gaps: overtime / temps / cross-training / schedule change 5) Overtime cost estimate if gaps filled that way Output: Monthly staffing plan table. Gap weeks highlighted. Options and costs. Recommendation for decision.
Why it works
Deriving required labor hours from the production plan rather than from prior period headcount connects staffing to actual output requirements rather than historical habit. Separating skill category gaps prevents the common error of staffing by headcount without recognising that a shortage of a specific skill (machining, welding, quality inspection) creates a production bottleneck even when total headcount is sufficient. The overtime analysis converts the gap analysis into a cost decision.
Watch out for
Shift staffing plans assume standard hours per unit are accurate — if your standards are outdated (products have changed, process improvements have been made), the labor requirement calculation will be wrong. Validate your standards against recent actual performance before building the monthly plan. Also ensure planned absences include both known absences and a historical absenteeism rate, as actual absence rates are typically 10-20% higher than planned.
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