Individual skill
scientific-brainstorming
Facilitates evidence-aware scientific ideation with independent generation, structured discussion, explicit assumptions, transparent evaluation, adversarial review, and decision logs. Use for early-stage research brainstorming or prioritizing candidate directions; hand off empirical validation, study design, ethics or regulatory review, and clinical questions to appropriate experts or skills.
skills/scientific-brainstorming/SKILL.md
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- Last checked
- Nov 9, 2026
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- 56,603
- Repository last updated
- Nov 2, 2026
- License
- MIT
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- ai-scientist Repository topic
- bioinformatics Repository topic
- chemoinformatics Repository topic
- claude Repository topic
- claude-skills Repository topic
- claudecode Repository topic
- clinical-research Repository topic
- computational-biology Repository topic
- data-analysis Repository topic
- drug-discovery Repository topic
- research Derived category
- design Derived category
- legal Derived category
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SKILL.mdcore · 14,658 bytesSKILL.mdcore · 14,658 bytesSKILL.mdcore · 14,658 bytesSKILL.mdcore · 14,658 bytesSKILL.mdcore · 14,658 bytesSKILL.mdcore · 14,658 bytesreferences/brainstorming_methods.mddoc · 12,505 bytesreferences/facilitation_workflows.mddoc · 10,016 bytesreferences/idea_evaluation.mddoc · 12,165 bytesreferences/responsible_ai.mddoc · 10,584 bytesreferences/sources.mddoc · 17,660 bytesscripts/_common.pyruns · 9,933 bytesscripts/evaluate_matrix.pyruns · 20,137 bytesscripts/session_scaffold.pyruns · 7,930 bytesscripts/validate_register.pyruns · 20,872 bytes
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# Scientific Brainstorming
## Purpose and boundaries
Use this skill to create, organize, challenge, and transparently prioritize
candidate research directions. Treat every output as a **proposal**, not a
finding. Creativity methods can alter participation and idea yield, but no
method universally improves originality, usefulness, or scientific validity.
The evidence base and its limits are summarized in
`references/sources.md`.
Keep these activities separate:
- **Ideation** creates questions, mechanisms, alternatives, or study concepts.