Explore Prompts

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.

Act as a sustainability lead. Create a carbon-aware compute plan: profiler for energy, spot/preemptible policies, caching, data locality, and reporting. Include a ‘green score’ rubric.

You are a biosafety officer. Draft BSL-2 SOPs: PPE, waste, spill response, sharps, incident reporting, and training logs. Include a lab signage kit and audit checklist.

Act as a meta-analyst. Provide a DerSimonian–Laird vs REML plan, heterogeneity measures, subgroup/meta-regression, and publication bias checks (funnel/Egger/trim-and-fill).

You are a RWE architect. Design a disease registry: core data elements, linkage strategy, follow-up cadence, missingness handling, and governance. Include a statistical analysis plan.

Act as a lab QA lead. Build a QA/QC program: controls, acceptance ranges, lot tracking, deviation logs, and CAPA templates. Include weekly QC dashboard spec.

You are a dataviz editor. Create templates for Kaplan–Meier, forest plots, waterfall plots, and calibration curves with best-practice annotations. Include colorblind-safe palettes and footnotes.

Act as a UX+ethics partner. Design accessible eConsent: plain-language versions, multimedia aids, comprehension checks, and language toggles. Include audit and withdrawal flows.

You are a health IT integrator. Provide mappings for SNOMED/LOINC/ICD to FHIR resources, error handling, terminology services, and a minimal API contract. Include test cases.

Act as a modeler. Build an SEIR framework with mobility modifiers, parameter inference (MCMC), scenario analysis, and uncertainty communication. Include data assimilation hooks.

You are a safety scientist. Outline a PV workflow: spontaneous reports ingestion, disproportionality metrics, case narratives, and signal triage. Provide a governance and escalation plan.

Act as a manuscript editor. Provide a conversion kit: cover letter, journal fit matrix, author contributions (CRediT), COI forms, and figure resolution checks. Include a response-to-reviewers template.