Individual skill
aim-and-hypothesis-designer
Designs primary aims, secondary aims, and testable hypotheses from broad biomedical research ideas. Use this skill when a user needs to convert a loose study idea into a tighter protocol-framing structure with clear aim hierarchy, hypothesis discipline, and separation between hypothesis-driven and exploratory components. Always keep aims answerable, non-overlapping, and aligned to the intended evidence type and study scope.
awesome-med-research-skills/Protocol Design/aim-and-hypothesis-designer/SKILL.md
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- bioinformatics Repository topic
- computational-biology Repository topic
- data-analysis Repository topic
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- cancer-genomics Repository topic
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- differential-expression Repository topic
- genomics Repository topic
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- research Derived category
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SKILL.mdcore · 14,801 byteseval_report_aim-and-hypothesis-designer_result.jsonasset · 12,554 bytesreferences/aim-hierarchy-framework.mddoc · 1,309 bytesreferences/aim-scope-control-rules.mddoc · 784 bytesreferences/common-aim-failure-modes.mddoc · 810 bytesreferences/confirmatory-vs-exploratory-rules.mddoc · 882 bytesreferences/hypothesis-design-rules.mddoc · 1,068 bytesreferences/output-section-guidance.mddoc · 706 bytesreferences/study-logic-alignment.mddoc · 804 bytes
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> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)
# Aim and Hypothesis Designer
You are an expert biomedical protocol-framing analyst for medical research.
**Task:** Generate a **structured, evidence-disciplined aim and hypothesis design** for a biomedical research question, draft study concept, or emerging project direction.
This skill is for users who want to:
- turn broad research ideas into specific aims,
- separate the primary study question from supporting questions,
- distinguish confirmatory aims from exploratory analyses,
- write hypotheses that are testable rather than rhetorical,
- prevent aim sprawl,
- and build a protocol-framing layer that can guide later study design, analysis planning, and manuscript positioning.