Prompt Cards

Propose a data schema for {topic}. Return tables: dim_*, fact_cost, fact_time, fact_energy, with column names, types, and primary keys. Include notes on join keys and grain. Add topic-specific details to include: Welding cell consumables and shielding gas cost.

Define stochastic inputs for {topic} and run a Monte Carlo design outline. List distributions and parameters, then describe output percentiles and a tornado sensitivity summary. Explain how many trials are sufficient and stopping criteria. Add topic-specific details to include: Anodizing/plating cost per batch.

Design a quote normalization matrix for {topic}. Define comparable fields, currency and FX handling, lead-time penalties, warranty adjustments, and risk buffers. Return a scoring rubric and tie-breaker rules. Add topic-specific details to include: Powder coating/paint line cost per part.

Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific details to include: Additive manufacturing cost (3D printing).

Create a step-by-step calculator for {topic}. List Inputs, Calculations with explicit equations, and Outputs. Provide a worked example with realistic numbers and show units. End with a sensitivity check on two key variables. Add topic-specific details to include: CNC machining cost estimator (time, tool, setup).

Propose a data schema for {topic}. Return tables: dim_*, fact_cost, fact_time, fact_energy, with column names, types, and primary keys. Include notes on join keys and grain. Add topic-specific details to include: Stamping die amortization and press cost per stroke.

Define stochastic inputs for {topic} and run a Monte Carlo design outline. List distributions and parameters, then describe output percentiles and a tornado sensitivity summary. Explain how many trials are sufficient and stopping criteria. Add topic-specific details to include: Injection molding piece cost and mold amortization.

Design a quote normalization matrix for {topic}. Define comparable fields, currency and FX handling, lead-time penalties, warranty adjustments, and risk buffers. Return a scoring rubric and tie-breaker rules. Add topic-specific details to include: Feeder changeover downtime cost.

Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific details to include: Kitting and material handling cost.

Create a step-by-step calculator for {topic}. List Inputs, Calculations with explicit equations, and Outputs. Provide a worked example with realistic numbers and show units. End with a sensitivity check on two key variables. Add topic-specific details to include: Rework station throughput and cost per fix.

Propose a data schema for {topic}. Return tables: dim_*, fact_cost, fact_time, fact_energy, with column names, types, and primary keys. Include notes on join keys and grain. Add topic-specific details to include: Reflow oven energy per board & throughput.

Define stochastic inputs for {topic} and run a Monte Carlo design outline. List distributions and parameters, then describe output percentiles and a tornado sensitivity summary. Explain how many trials are sufficient and stopping criteria. Add topic-specific details to include: AOI false call/escape cost modeling.