Prompt Cards

Plan a simulation for battery SOC/SOH estimator (EKF/UKF). Deliver: cell model choice, drive cycles, noise models, KPIs (MAE, drift), fail-safes, logging. Output: algorithm pseudocode, dataset schema, validation plan, deployment checklist.

Create a plan to simulate an active/band-pass filter with component tolerances. Deliver: transfer targets, SPICE model set, Monte Carlo runs, temperature corners, KPIs (gain ripple, Q, phase), manufacturability notes. Output: scripts outline, result dashboard, change log.

Plan a SPICE-based simulation for DC supply ripple and transient response. Deliver: requirements, test cases (load steps), models, KPIs (overshoot, settling), BOM constraints, safety notes (no mains exposure), verification matrix, report template. Output: netlist outline, plots list, 1-week schedule.

Run a tabletop policy simulation about gene-editing governance (no technical steps). Deliver: stakeholders, scenarios, decision trees, outcomes, comms plan, ethics/legal brief, KPIs (transparency, risk reduction). Output: facilitation guide, scoring sheet, debrief template.

Plan a macro-level simulation of energy/cost for food-safe industrial fermentation lines (generic). Deliver: process blocks, inputs (power tariffs, throughput), KPIs (kWh/kg, cost/unit), sensitivities, Pareto. No recipes, organisms, or lab steps. Output: model spec, data templates, dashboards, 2-week pilot plan.

Create an educational ODE sandbox for gene regulation toggles using dimensionless forms. Deliver: equations, parameter sweep plan, stability analysis, plots, teaching notes. No plasmids, sequences, or lab parameters. Output: notebook outline, sliders spec, learning outcomes, assessment rubric.

Design a purely educational docking simulation plan with public PDB examples only. Deliver: objective, dataset list, feature extraction, baseline (shape complementarity), KPIs (rank@k), error analysis, visualization plan. Prohibit novel sequence design or wet-lab suggestions. Output: pipeline diagram, compute budget, 10-day plan, reproducibility checklist.

Plan a harmless SIR/SEIR toy simulation for campus flu dynamics using public, anonymized stats. Deliver: scope, compartments, equations, parameters to estimate, scenarios (mask uptake, class density), KPIs (R_t, peak load), charts, uncertainty. No pathogen design, no lab steps. Output: code outline, CSV schema, run matrix, ethics/comms page for public understanding.

Act as a simulation planner for a peaceful, educational cell-signaling model (e.g., MAPK cascade). Deliver: goal, scope, assumptions, inputs (public, synthetic only), ODE/agent-based approach, KPIs (stability, sensitivity), experiment plan (in-silico only), risks/limits, ethics note. Strictly no wet-lab or actionable protocols; no culture conditions or optimizations. Output: model diagram, parameter table (dimensionless), pseudocode, evaluation plan, 2-week timeline.

Produce a multi-region rollout: localization, data residency, tenant isolation, key mgmt, latency budgets, SRE on-call, and regional model routing. Include training paths, comms plan, and a lighthouse-customer program with ROI commitments.

Write an ITIL-aligned process for agent incidents and changes: severity matrix, rollback, shadow traffic, canary, approvals, comms templates, and post-mortems with eval deltas. Include regulator-ready evidence checklist.

Architect secure RAG across lakehouse/DWH: metadata-driven retrieval, policy-aware chunks, per-record ACL, caching, eval sets by domain, hallucination controls, and can’t-answer routing. Deliver reference pipelines and SLOs.