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Prompt Library

Reusable prompts for precision medicine analyses. Copy, paste, and customize for your use case.


Browse by Audience

Audience File Prompts Time Range
Funders & Decision-Makers funder-demo.md 7 prompts 5-10 min each
Clinicians & Researchers clinical-workflow.md 15 prompts 5-45 min each
Developers & QA developer-testing.md 11 prompts 1-15 min each
Students & Educators educational.md 10 prompts 5-20 min each

Browse by Modality

Modality File Prompts Servers
Clinical & Genomic clinical-genomic.md 17 mcp-mockepic, mcp-fgbio, mcp-genomic-results
Multi-Omics multiomics.md 17 mcp-multiomics
Spatial Transcriptomics spatial.md 18 mcp-spatialtools
Imaging imaging.md 8 mcp-deepcell, mcp-cell-classify, mcp-openimagedata
External Data & Drug Targets mcp-geodownload, mcp-opentargets
Immunology & Neoantigen mcp-cibersortx, mcp-neoantigen
End-to-End Workflows workflows.md 10 All servers (see Registry)

PatientOne Quick Reference

Full profile: PatientOne Profile | Cost details: Cost Analysis

  • Patient ID: PAT001-OVC-2025
  • Diagnosis: Stage IV HGSOC, platinum-resistant, BRCA1 germline mutation
  • Key mutations: TP53 R175H (73% VAF), PIK3CA E545K (42%), PTEN LOH (85%)
  • GCS data: gs://sample-inputs-patientone/patient-data/PAT001-OVC-2025/
  • Local data: data/patient-data/PAT001-OVC-2025/

Prompt Tips

Write prompts that are specific, include parameters, and specify expected output:

# Too vague
Analyze PatientOne data

# Better — specific, parameterized, output-directed
Perform spatial pathway enrichment on PatientOne (PAT001-OVC-2025) tumor regions.
Spatial data is in GCS at gs://sample-inputs-patientone/patient-data/PAT001-OVC-2025/spatial/.
Focus on cancer-related KEGG pathways with FDR < 0.05.
Return top 10 enriched pathways with p-values and gene counts.

For multi-step analyses, number each step and name the MCP server to use.


Related Resources


Last Updated: 2026-03-09