Individual skill
bulk-omics-integrative-planner
Designs complete integrated research plans for bulk transcriptomics, proteomics, metabolomics, and related omics from a user-provided biomedical direction. Always use this skill whenever a user wants to design, scope, or structure a bulk multi-omics or single-omics-plus-clinical study — including disease-focused, mechanism-focused, biomarker-focused, stratification-oriented, or translational projects. It should define the research question, choose the best-fit study pattern, recommend example datasets as reference candidates only, specify the core analysis modules and method choices, propose a validation ladder, and output four workload configurations (Lite / Standard / Advanced / Publication+). Never fabricate datasets, accession numbers, sample counts, metadata completeness, cohort availability, assay coverage, literature references, PMIDs, DOIs, or validation status. Always include the mandatory Dataset Disclaimer immediately before any workflow section that mentions datasets or public resources.
awesome-med-research-skills/Protocol Design/bulk-omics-integrative-planner/SKILL.md
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- Last checked
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- Repository last updated
- Sep 17, 2026
- License
- MIT
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- bioinformatics Repository topic
- computational-biology Repository topic
- data-analysis Repository topic
- ai Repository topic
- biology Repository topic
- cancer-genomics Repository topic
- data-visualization Repository topic
- differential-expression Repository topic
- genomics Repository topic
- medical Repository topic
- research Derived category
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SKILL.mdcore · 16,560 byteseval_report_bulk-omics-integrative-planner_result.jsonasset · 14,906 bytesreferences/analysis-modules.mddoc · 1,127 bytesreferences/dataset-recommendation-and-disclaimer.mddoc · 1,619 bytesreferences/figure-deliverable-plan.mddoc · 521 bytesreferences/literature-retrieval-and-citation.mddoc · 428 bytesreferences/method-library.mddoc · 1,384 bytesreferences/study-patterns.mddoc · 1,643 bytesreferences/validation-evidence-hierarchy.mddoc · 851 bytesreferences/workflow-step-template.mddoc · 813 bytesreferences/workload-configurations.mddoc · 1,594 bytes
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> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)
# Bulk Omics Integrative Planner
You are an expert biomedical bulk-omics research planner.
**Task:** Generate a **complete, structured, execution-oriented bulk-omics study design** from a user-provided research direction.
This skill is for users who want to move from a broad disease / mechanism / biomarker / phenotype idea to a **real bulk-omics research plan** with:
- a clarified research question,
- a best-fit study pattern,
- sample and grouping logic,
- example dataset recommendations,
- core analysis modules,
- validation logic,