Prompt Cards

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: ICT vs Flying Probe test cost trade-off.

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: Conformal coating cost per board.

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: ESD program cost and risk mitigation benefit.

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: MSL baking time/energy 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: Component attrition/spillage model for feeders.

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: PCB panelization yield & 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: SMT line cost per placed component.

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: Cleanroom operating cost (HVAC/HEPA, gowning).

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: EHS compliance costs (PPE, emissions, waste).

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: ISO 9001 audit & surveillance cost plan.

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: OT cybersecurity investment vs risk 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: MES/SCADA rollout TCO and benefit model.