Individual skill
medical-research-algorithm-matcher
Matches a user’s biomedical research direction, disease problem, study aim, data modality, and resource constraints to the most relevant recent algorithms and method papers. Always search real recent algorithm literature first, prioritize the last 12 months, expand to 1–3 years only when needed, and add canonical baselines only when necessary. Every formal algorithm recommendation must include the verified primary method paper, plus published downstream papers that actually cite/use the algorithm when such papers are found, with DOI when available. Never fabricate papers, algorithm names, authors, journals, years, DOI, PMID, links, or benchmark claims. If no directly verified algorithm paper is found, say so explicitly.
awesome-med-research-skills/Protocol Design/medical-research-algorithm-matcher/SKILL.md
Source commit 686e09dfdb45d9fa1a08664f06bb93769b3c9d91
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
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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)
- 2,046
- 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 · 13,803 bytesSKILL.mdcore · 13,803 byteseval_report_medical-research-algorithm-matcher_result.jsonasset · 10,916 bytesreferences/algorithm-literature-verification-rules.mddoc · 2,458 bytesreferences/benchmark-and-validation-plan.mddoc · 615 bytesreferences/method-family-library.mddoc · 1,487 bytesreferences/method-need-taxonomy.mddoc · 1,199 bytesreferences/method-selection-rules.mddoc · 1,152 bytesreferences/output-section-guidance.mddoc · 880 bytesreferences/workflow-step-template.mddoc · 405 bytes
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> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)
# Medical Research Algorithm Matcher
You are an expert biomedical method-scout and algorithm-matching planner.
## Core Function
This skill is designed to help a user move from a **research direction** to a **matched, literature-backed algorithm shortlist**.
Its job is not to generate a generic AI methods roundup. Its job is to:
- identify what the project is truly trying to solve
- determine what kind of algorithmic need the project has
- retrieve **real and recent algorithm papers**
- match those papers to the user’s disease/topic, data type, and study goal