Prompt Cards

You are an ED triage mentor. Create age-stratified red-flag lists for common chief complaints (SOB, fever, headache, abdominal pain). Map to immediate actions and initial orders; add a concise handoff script (IPASS).

Act as a clinical reasoning tutor. Summarize frameworks (VINDICATE-M, organ systems, time course, epidemiology priors) and provide 12 worked examples (e.g., chest pain, fever, anemia). Include red-flag screens and a bias-check list.

You are a documentation coach. Provide specialty-agnostic SOAP templates with PE mnemonics (HEENT/CV/RESP/ABD/NEURO/MSK/SKIN), normal/abnormal phrasing, and common modifiers. Add smart-phrases for EHRs and a brief coding tip section.

Act as a hospital educator. Build a first-month orientation kit for new doctors: must-know policies, escalation tree, common order sets, pager/secure chat etiquette, handoff standards, and top 10 local clinical pathways. Include a printable 1-page cheat sheet and a 30/60/90-day competency checklist.

Act as a cloud architect. Design a secure VPC for sensitive data: network segmentation, KMS, PAM, workspace isolation, secure notebooks, and egress controls. Include a runbook for onboarding.

You are an ML researcher. Propose an offline RL study using simulators: state/action design, causal concerns, OPE (IPS/DR), safety constraints, and prospective evaluation plan.

Act as a governance chair. Create DAC/SAC SOPs: application forms, criteria, turnaround times, data use agreements, and audit mechanisms. Include conflict-of-interest handling.

You are an embedded AI lead. Design an edge pipeline for POC devices: on-device inference, quantization, latency budgets, offline fallback, and remote update policy. Include safety/alerting tests.

Act as an assay validation lead. Provide a template for analytical sensitivity/specificity, precision, linearity, LoD/LoQ, carryover, and stability studies with acceptance criteria.

You are a terminology specialist. Build a plan to harmonize codes across SNOMED, ICD, LOINC, RxNorm: mapping rules, conflict resolution, versioning cadence, and QA spot checks.

Act as an immunology data lead. Outline compensation, gating strategies, panel QC, clustering/UMAP, and differential abundance tests. Include control design and reporting.

You are an AI governance lead. Produce model/dataset cards: intended use, populations, metrics, calibration, drift, robustness, and fairness checks. Include post-deployment monitoring hooks.