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Turn line performance into a three-shift staffing and output plan.
Copy the install command and let the AI configure it · recommended for beginners
Please install the "day-swing-night-production-plan" skill from askskill: 1. Download https://raw.githubusercontent.com/microsoft/aibast-agents-library/main/solutions/product-line-optimization/manual/skills/aibast_shift-plan_plo04/SKILL.md 2. Save it as ~/.claude/skills/aibast_shift-plan_plo04/SKILL.md 3. Reload skills and tell me it's ready
Translate the current line performance into a day, swing, and night shift plan, and show each line’s shift output and daily total.
A shift schedule table, planned output by line and shift, and an operator allocation summary.
Explain the night shift’s efficiency loss and labor premium in the three-shift plan, and how they affect output and cost.
An explanation of the night shift’s 90% efficiency, 1.15x premium, and resulting planned output.
If using 5/6/7 operating days, add a weekly capacity view and keep to the known three lines and three shifts.
Weekly capacity estimates for 5, 6, and 7 operating days.
A production manager can convert current line performance into a three-shift plan and see output by line and shift.
Schedulers and planners can use it to review the shift schedule, output table, and operator allocation together.
When evaluating the night shift’s output reduction and 1.15x labor premium, this skill surfaces the tradeoff directly in the plan.
This README explains how to turn packaged synthetic line-performance records into a three-shift production plan. It outputs the day/swing/night schedule, planned output by line and shift, and operator allocation. It also calls out that night shift runs at 90% efficiency with a 1.15x labor premium, and can extend to weekly capacity views for 5, 6, or 7 operating days.
Use this skill for requests such as "Translate the current line performance into a day, swing, and night shift plan," "build the three-shift plan," or "how should we staff the shifts." Cover all three lines and all three shifts.
The shift schedule (Day, Swing, Night with hours, operators, premium, start, end) and each line's actual output per hour.
A shift-schedule table, a planned-output-by-line-and-shift table with the Day/Swing/Night columns and Daily Total, and the operator-allocation summary.
> Synthetic pilot data; figures are planning estimates, not a live ERP, IoT, or Power BI reading.If the user asks for a shift, day count, or line not in the records, say what is missing and use only the known synthetic schedule.
It turns packaged line-performance and staffing records into a day, swing, and night production plan. The output includes the shift schedule, planned output by line, and an operator allocation summary.
It uses only the packaged synthetic records: the three-shift schedule and each line’s actual output per hour. Night shift is calculated at 90% efficiency with a 1.15x labor premium.
It answers only from the known synthetic three shifts and three lines; shifts, day counts, or lines outside the records are out of scope.
Analyze loyalty tier thresholds, perks, progress, and tradeoffs without changing status.
Identifies tax-loss-harvesting candidates and required review controls.
Review SIU indicators in claims and return explainable evidence with human review guidance.
Find each line’s bottleneck and recommend which station to address first.
Generates controlled implementation checklists for human review.
Creates a deterministic reconsideration evidence packet from synthetic source files.
Generate compliant weekly shift schedules for Korean workplaces.
Execute detailed plans in batches with review checkpoints and course correction.
Optimize production schedules, sequencing, bottlenecks, changeovers, and disruption response.
Read and analyze exported Supershift schedules with filtering, conflict detection, and pay estimates.
Build and adapt long-term exam study plans with daily schedules.
Review implementation plans for gaps, assumptions, and sequencing before coding starts