Prompt Cards

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: PLC upgrade vs replacement total cost of ownership.

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: Robot cell ROI (welding, palletizing) incl. uptime.

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: Automation capex NPV/IRR with tax shields.

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: Warranty reserve estimation from field returns.

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: Cost of quality (prevention, appraisal, failure).

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: Carbon cost and emissions accounting (Scopes 1–3).

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: Tariffs, duties, and landed cost calculator.

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: Outbound shipping mode selection cost.

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: Inbound freight cost by Incoterms and lanes.

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: Packaging & labeling cost breakdown by SKU.

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: EOQ with quantity discounts and setup time.

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: Inventory carrying cost and safety stock (service level).