# aipoch/medical-research-skills

Hundreds of agent skills for medical research, including protocol design, data analysis, evidence insights, and academic writing.

Repository: https://github.com/aipoch/medical-research-skills
Canonical: https://ross.abutalabs.com/products/medical-research-skills
Homepage: https://aipoch.com/agent-skills
Language: Python
License: MIT
License Family: permissive
Topics: bioinformatics, computational-biology, data-analysis, ai, biology, cancer-genomics, data-visualization, differential-expression, genomics, medical, science, single-cell, medical-ai, medical-research
Last push: 2026-07-15T12:42:34+00:00

## Health v2 (maintenance only)
Score: 71/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 92, release rhythm 76, longevity 15
- inputs: {"age_days": 210, "days_push": 49, "days_rel": 161, "gap_med": 5.5, "n_releases_24m": 5}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1763, forks 164 (observed 2026-08-28T04:05:32.642886+00:00)

## What it is
A curated library of 550+ SKILL.md-compatible agent skills for medical and biomedical research, covering evidence insights, protocol design, data analysis, and academic writing. Skills are packaged as reusable knowledge units that AI agents like Claude Code, Codex, and OpenClaw can invoke, and are quality-audited via the MedSkillAudit framework.

## Use cases
- design clinical study protocols with an ai agent
- analyze differential expression in single-cell rna-seq data
- summarize medical evidence from literature
- write and polish academic papers with ai assistance
- add biomedical domain skills to claude code or codex
- audit and score medical agent skills for quality
- visualize cancer genomics research data

## When to choose
- you are a medical or biomedical researcher using an SKILL.md-compatible AI agent
- you want pre-built, audited skills for clinical research workflows instead of writing prompts from scratch
- you need structured support across evidence review, protocol design, analysis, and writing

## When to avoid
- you need general-purpose agent skills outside medicine or biology
- you require clinically validated, regulatory-compliant decision support rather than research assistance
- your agent platform does not support SKILL.md-style skills

## Facets
- artifact type: library
- maturity: active
- function: agent-framework, prompt-engineering, data-science, data-visualization, nlp, documentation
- domain: bioinformatics, healthcare, artificial-intelligence, data-science, education
- platform: python, cross-platform, cli
- tags: agent-skills, medical-research, skill-md, claude-code, academic-writing, protocol-design, evidence-insights, genomics, biomedical

## Member repositories
- aipoch/medical-research-skills (main) score 71

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:05:32.642886+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T03:26:45.222257+00:00, confidence not recorded.
  - readme: https://github.com/aipoch/medical-research-skills (fetched 2026-08-28T04:05:32.642886+00:00, sha d0ab4b88fc77)
  - homepage: https://aipoch.com/agent-skills (fetched 2026-08-29T11:05:08.401694+00:00, sha bf21bdaf9190)
  - site_page: https://aipoch.com/guides (fetched 2026-08-29T11:05:08.410958+00:00, sha 49696ec4cc57)
  - site_page: https://aipoch.com/docs (fetched 2026-08-29T11:05:08.413143+00:00, sha 4fe5845f770c)
- Data as of 2026-08-30T08:39:29.467469+00:00.