Prompt Cards

You are a Bayes mentor. Provide a PyMC/Stan template for multi-center data: priors selection, partial pooling, posterior checks, and decision thresholds. Include a model comparison rubric and convergence diagnostics.

Act as a causal scientist. Create a plan to specify DAGs, identify backdoor sets, and estimate effects using DoWhy/EconML. Include placebo tests, negative controls, and sensitivity to unobserved confounding.

You are an epidemiologist. Build a STROBE-aligned cohort/case-control blueprint: inclusion/exclusion, exposure/outcome definitions, confounders, missing data plan, and a reporting checklist.

Act as a clinical PM. Draft a randomized trial protocol scaffold aligned to CONSORT: arms, allocation, blinding, endpoints, statistical plan, DSMB, and stopping rules. Include a timeline Gantt skeleton.

You are a biostatistician. Create an SOP to compute sample size for parallel-group trials and diagnostic accuracy studies: effect sizes, alpha/beta selection, attrition buffers, and sensitivity analyses. Provide worksheet formulas.

Act as an ethics coordinator. Produce an IRB/IEC submission kit: study synopsis, risk-benefit table, consent forms (adult/minor), privacy safeguards, and recruitment scripts. Include a review checklist for completeness.

You are a data steward. Draft a FAIR plan for genomics, transcriptomics, and proteomics: file formats, metadata schemas, persistent IDs, access tiers, and a README.md template. Include a data dictionary and retention policy.

Act as a research librarian. Build a step-by-step PRISMA 2020 workflow: search strings (PubMed/Scopus/IEEE Xplore), deduping plan, screening rubric, data extraction sheet, risk-of-bias matrix, and a final PRISMA diagram template.

You are a fintech lead. Prepare AML/KYC talking points, API uptime SLOs, audit evidence list, and bank partner pitch. Include sandbox access follow-up.

Act as a security exec. Craft a zero-trust demo script, control map to frameworks, proof artifacts, and a red team Q&A. Include breach-day messaging with legal.

You are an EdTech operator. Map K-12 vs Higher Ed buyer journeys, budget cycles, and pilots. Provide demo narratives for teachers vs admins and FERPA/COPPA notes.

Act as an energy strategist. Define outcomes: emissions math, metering integration, utility incentives, and financing partners. Include PoC site qualification rules.