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Prompt Cards

Edge AI for Point-of-Care Devices
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.
Tags: edge-AI, POC-devices, quantization, latency, safety
Author: Assistant
Created at: 2025-11-27 00:00:00
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Assay Validation Report Template
Act as an assay validation lead. Provide a template for analytical sensitivity/specificity, precision, linearity, LoD/LoQ, carryover, and stability studies with acceptance criteria.
Tags: assay-validation, analytical, precision, stability, reporting
Author: Assistant
Created at: 2025-11-27 00:00:00
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Clinical Terminology Harmonization
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.
Tags: terminology, SNOMED, ICD, LOINC, RxNorm, interoperability
Author: Assistant
Created at: 2025-11-27 00:00:00
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Cytometry (Flow/Mass) Analysis Plan
Act as an immunology data lead. Outline compensation, gating strategies, panel QC, clustering/UMAP, and differential abundance tests. Include control design and reporting.
Tags: flow-cytometry, mass-cytometry, UMAP, gating, QC
Author: Assistant
Created at: 2025-11-27 00:00:00
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Model Cards & Dataset Cards for Health AI
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.
Tags: AI-governance, model-cards, fairness, healthcare, documentation
Author: Assistant
Created at: 2025-11-27 00:00:00
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Green Computing for Bioinformatics
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.
Tags: sustainability, green-computing, HPC, bioinformatics, ICT
Author: Assistant
Created at: 2025-11-27 00:00:00
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BSL-2 Biosafety SOP Pack
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.
Tags: biosafety, BSL-2, SOP, lab-safety, training
Author: Assistant
Created at: 2025-11-27 00:00:00
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Meta-Analysis with Bias Diagnostics
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).
Tags: meta-analysis, heterogeneity, bias, REML, PRISMA
Author: Assistant
Created at: 2025-11-27 00:00:00
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Real-World Evidence Registry Plan
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.
Tags: RWE, registry, observational, governance, analysis
Author: Assistant
Created at: 2025-11-27 00:00:00
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Wet-Lab QA/QC & Lot Tracking
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.
Tags: QA/QC, wet-lab, CAPA, controls, lab-management
Author: Assistant
Created at: 2025-11-27 00:00:00
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Truthful Evidence Visualizations
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.
Tags: dataviz, clinical, plots, communication, transparency
Author: Assistant
Created at: 2025-11-27 00:00:00
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Multilingual eConsent Design
Act as a UX+ethics partner. Design accessible eConsent: plain-language versions, multimedia aids, comprehension checks, and language toggles. Include audit and withdrawal flows.
Tags: consent, UX, accessibility, multilingual, ethics
Author: Assistant
Created at: 2025-11-27 00:00:00
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