Prompt Cards

Act as a datacenter reliability lead. Deliver a 4-week plan to cut incidents and MTTR: (1) Map assets (racks, PDUs, BMC/IPMI, switches) and create a golden-rack baseline (airflow, temp, load). (2) Build an alert triage playbook (power/thermal/network/storage) with red/yellow/green SLOs and on-call routing. (3) Automate firmware/OS rollouts with staged canaries and rollback. (4) Create swap kits and sparing matrix per zone. Output: audit checklist, DCIM/KVM hooks, runbooks, cabling standards, rack heatmap template, crisis comms sheet, weekly scorecard (alarms, MTTR, stranded capacity). Constraints: no downtime; safety first; vendor-neutral.

Plan a synthetic-user journey simulation for onboarding flows. Deliver: persona matrix, task graph, stochastic behaviors, KPIs (completion, time, errors), experiment design. Output: event schema, dashboards, rollout steps.

Plan a microsimulation for a 4-intersection corridor. Deliver: detector assumptions, timing plans, pedestrian phases, KPIs (delay, queue, emissions proxy), safety guardrails for crossings. Output: network file spec, run set, results deck.

Plan a patient flow simulation (non-clinical). Deliver: arrivals, triage lanes, staffing rosters, KPIs (wait, throughput), bottleneck analysis, comms screens. No medical advice. Output: DES plan, data schema, staffing scenarios.

Plan a benign lab-room/equipment scheduling simulation (generic instruments). Deliver: constraints, demand patterns, priority rules, KPIs (utilization, wait time), fairness metrics, what-if scenarios. No lab procedures. Output: solver outline, calendar export, governance.

Create a discrete-event simulation for SKUs across two echelons. Deliver: demand model, lead times, reorder policy variants, KPIs (fill rate, stockouts, cash tied), parameter sweeps, visualization. Output: config schema, experiments plan, ops guide.

Plan a microgrid simulation with PV + battery for a small campus. Deliver: load profiles, weather data, inverter models, dispatch strategies, KPIs (LCOE, self-consumption, outage hours), sensitivity. Output: scenarios, plots, business summary.

Plan a simulation for a safe pick-and-place arm in a workshop. Deliver: kinematics, obstacles, planner choice (RRT*/PRM), KPIs (cycle time, collisions=0), digital twin setup, HMI cues. Output: scene file spec, test suite, KPI dashboard.

Design a topology optimization plan for a chair leg under seated loads. Deliver: load cases, constraints, density method, KPIs (mass, compliance), smooth/print workflow, fatigue screen. Output: steps, slicer settings ranges, test plan.

Plan a CFD study for a fanless electronics enclosure. Deliver: geometry simplifications, heat sources, meshing, turbulence/radiation treatment, KPIs (ΔT, hotspot area), design levers (vents, fins), validation plan. Output: run matrix, contour/streamline outputs, recommendations.

Plan an FEA workflow for a lightweight camera gimbal bracket. Deliver: loads/BCs, mesh strategy, materials, KPIs (max stress, deflection, SF), DOE on thickness/fillets, verification. Output: CAD-to-FEA checklist, results table, design recs.

Plan near-field EMI simulation plus bench pre-checks. Deliver: board stack assumptions, aggressor/victim map, return paths, shielding options, KPIs (dBμV/m vs limits). Safety disclaimer for lab measurements. Output: modeling steps, probe plan, risk register.