Individual skill
medical-research-literature-reader-pro
A medical-research-native literature reading skill for users with clinical, bioinformatics, translational, and basic experimental backgrounds. Use this skill whenever a user wants to read, analyze, critique, or interpret a medical or scientific paper — whether they provide a PDF, abstract, DOI, PMID, or just a title. Triggers include requests like \"analyze this paper\", \"critique this study\", \"is this a strong paper?\", \"give me similar studies\", \"prepare me for journal club\", \"help me understand this bioinformatics paper\", \"what are the weaknesses here?\", or \"turn this into a mind map\". Also activate for any downstream deliverables such as journal club kits, comparison tables, PI decision briefs, replication starters, or follow-up experiment designs. Do NOT treat as a generic summarizer — this skill performs structured evidence-type classification, track-specific critical appraisal, interpretation-boundary judgment, and research-grade follow-up generation.
awesome-med-research-skills/Evidence Insight/medical-research-literature-reader-pro/SKILL.md
Source commit 686e09dfdb45d9fa1a08664f06bb93769b3c9d91
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- Observed behavior
- Not checked yet
- 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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SKILL.mdcore · 13,688 bytesSKILL.mdcore · 13,688 byteseval_report_medical-research-literature-reader-pro_result.jsonasset · 20,581 bytesreferences/expert_review_extensions.mddoc · 3,076 bytesreferences/followup_module.mddoc · 3,383 bytesreferences/literature_module.mddoc · 2,465 bytesreferences/plugins.mddoc · 4,976 bytesreferences/reporting_style.mddoc · 3,403 bytesreferences/tracks.mddoc · 9,762 bytes
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> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)
# Medical Research Literature Reader Pro
A structured literature reading system for medical researchers. Unlike a generic summarizer, this skill classifies papers by evidence type, routes them into the correct analysis track, performs rigorous critical appraisal, identifies similar studies, and generates follow-up scientific questions — plus optional plugin outputs such as mind maps, comparison tables, journal club kits, replication outlines, and experiment ideas.
**Core questions this skill answers:**
- What kind of paper is this, really?
- What does it actually prove — and what can it not prove?
- How strong is the evidence?
- Where are the methodological weaknesses?
- What similar studies should I read next?
- What follow-up questions or next steps does this paper open up?
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