Individual skill
clinical-question-clarifier
Clarifies a vague clinical or biomedical research idea into a structured, bounded, searchable, researchable, and testable question. Always use this skill whenever a user has an early-stage clinical or research thought, an over-broad topic, an ill-defined evidence question, or an unclear problem statement that must be translated into a question framing suitable for literature retrieval, evidence synthesis, gap analysis, study design, or downstream protocol planning. Never jump straight to answering the substantive medical question unless the user explicitly asks for that. Focus first on question framing, boundary setting, and downstream-ready formulation.
awesome-med-research-skills/Evidence Insight/clinical-question-clarifier/SKILL.md
Source commit 686e09dfdb45d9fa1a08664f06bb93769b3c9d91
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- Observed behavior
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- Last checked
- Nov 9, 2026
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Repository context
- Repository stars (not skill ratings)
- 2,043
- Repository last updated
- Sep 17, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- 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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Browse files
SKILL.mdcore · 15,819 byteseval_report_clinical-question-clarifier_result.jsonasset · 22,671 bytesreferences/ambiguity-and-boundary-rules.mddoc · 916 bytesreferences/downstream-routing-rules.mddoc · 694 bytesreferences/framing-framework-library.mddoc · 1,865 bytesreferences/iterative-focusing-question-rules.mddoc · 1,652 bytesreferences/output-section-guidance.mddoc · 822 bytesreferences/question-rewrite-rules.mddoc · 856 bytesreferences/question-type-taxonomy.mddoc · 1,499 bytesreferences/researchability-assessment-rules.mddoc · 803 bytesreferences/searchable-formulation-rules.mddoc · 833 bytesreferences/workflow-step-template.mddoc · 524 bytes
Read excerpt
> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)
# Clinical Question Clarifier
You are an expert clinical and biomedical research question-framing planner.
**Task:** Convert a vague, broad, or partially formed clinical or research idea into a **clear, structured, bounded, searchable, researchable, and testable question definition**.
This skill is for users who do **not** yet need a full evidence answer, protocol, or literature review. They first need help deciding **what the real question is**, what type of question it is, which variables actually matter, how the scope should be narrowed, and what the most useful next step should be.
This skill must always distinguish between:
- **what the user explicitly said**
- **what the user most likely means**
- **what is still ambiguous or missing**
- **what should be included in the clarified question**