Healthcare
1,364 rows from 187 repositories
Clinical, medical and life-sciences work.
What Healthcare skills agree on
186 skill files read, by 147 of the 152 authors on this shelf whose files we hold, 2026-08-07
The middle one of the 185 measured here is ~1.9k tokens long, counted with cl100k_base
Counted by distinct author, so one author publishing three of these counts once. Where a claim sits in fewer files than authors, that is said: a claim held by forty authors across three files is one file people copied, not forty people who agreed. Near-identical wordings are grouped and the other wordings are shown, so the grouping is yours to check.
What they tell the agent to do
- Split clinical datasets strictly by patient11 of 147 in 3 filesalso worded as split datasets by patient or visit not sample; split data at the patient level
- Export trial data to CSV format11 of 147 in 2 files
- Retrieve trial details using an NCT ID11 of 147 in 2 filesalso worded as Retrieve specific trial details using NCT ID
- Stop and ask for clarification if inputs or criteria are missing7 of 147 in 3 filesalso worded as ask for clarification if success criteria are missing; stop and ask for clarification if inputs are missing
- Validate output file structure before proceeding6 of 147 in 2 files
- Verify all required connectors are available6 of 147 in 2 filesalso worded as verify required connectors on startup
- Check for an existing incomplete request6 of 147 in 2 filesalso worded as check for existing incomplete requests
- Read the actual subskill markdown files6 of 147 in 2 filesalso worded as read subskill files at runtime
- Display a notification before and after each connector call6 of 147 in 2 filesalso worded as display a notification before external calls
- Warn the user if clinical data extraction confidence is below 60%6 of 147 in 2 filesalso worded as warn user if data extraction confidence is low
- Never overwrite existing files without confirmation6 of 147 in 2 filesalso worded as never overwrite existing waypoint without confirmation
- Use only when the task clearly matches the described scope6 of 147 in 2 filesalso worded as use only when the task matches the described scope
- Put executive summary on page one6 of 147 in 3 filesalso worded as place the complete executive summary on page one; Build a mandatory first-page executive summary
- Assign a grade rating to every treatment recommendation5 of 147 in 2 filesalso worded as apply GRADE grading to treatment recommendations
- De-identify patient data per HIPAA Safe Harbor5 of 147 in 2 filesalso worded as de-identify patient data before leaving HIPAA environments
What they tell it not to do
- Do not include the same patient in multiple data splits9 of 147 in 3 filesalso worded as do not split rows when patients contribute multiple samples; do not put the same patient in both train and test splits
- Do not overwrite existing files without checking8 of 147 in 4 filesalso worded as do not overwrite existing waypoint without confirmation; never overwrite existing data
- Do not treat output as validation, testing, or expert review7 of 147 in 3 filesalso worded as do not treat output as expert review substitute; treat the output as a substitute for validation
- Do not generate fake data when queries fail6 of 147 in 2 files
- Do not skip prerequisite checks6 of 147 in 2 files
- Do not pre-read the whole skill on startup6 of 147 in 2 filesalso worded as do not pre-read whole skill on bootup
- Do not proceed if a subskill had errors6 of 147 in 2 filesalso worded as do not proceed if current subskill had errors
- Do not call diagnosis lookup multiple times for same codes6 of 147 in 2 filesalso worded as do not call diagnosis validation repeatedly for same codes
- Do not omit confidence intervals5 of 147 in 2 filesalso worded as Omit confidence flags for ambiguous data
- Do not diagnose or treat patients5 of 147also worded as do not diagnose or treat injuries; do not diagnose or prescribe
What they expect to be installed
- python319 of 147 in 12 files
- ClinicalTrials.gov API v213 of 147 in 4 files
- requests12 of 147 in 3 files
- pyhealth10 of 147 in 2 files
- CMS Fee Schedule6 of 147 in 2 files
- PubMed5 of 147
- LaTeX5 of 147 in 2 files
- uv pip8 of 147 in 1 file
- CMS Coverage MCP5 of 147 in 1 file
- ICD-10 MCP5 of 147 in 1 file
What they ask it to produce
- CSV file11 of 147 in 2 filesalso worded as extracted csv file
- Waypoints/assessment.json6 of 147 in 2 filesalso worded as waypoints/decision.json
- Outputs/notification_letter.txt6 of 147 in 2 files
- Treatment recommendation report5 of 147 in 2 files
- Patient cohort analysis5 of 147 in 2 filesalso worded as patient cohort analysis report
- Compliance report5 of 147also worded as compliance review report; safety compliance check report
- Calibrated healthcare predictions8 of 147 in 1 file
- Model fairness assessments8 of 147 in 1 file
When Healthcare authors say to reach for one
The situations these authors wrote into their own files, counted out of the same 147 authors, with the skills that name each one
- Working with clinical trial data11 of 147 in 2 files
- Clinicaltrials database
- Scientific db clinicaltrials database
- and 16 more on this shelf
- User says process prior authorization for procedure7 of 147 in 3 files
- Prior auth review skill
- Prior auth review
- Denial shield
- and 4 more on this shelf
- User says assess medical necessity7 of 147 in 3 files
- Prior auth review skill
- Pa clinical policy
- Prior auth review
- and 4 more on this shelf
- Processing clinical documentation for coverage policy validation6 of 147 in 2 files
- Prior auth review skill
- Prior auth review
- and 4 more on this shelf
- Developing a clinical practice guideline5 of 147 in 2 files
- Clinical decision support documents
- Clinical decision support
- and 3 more on this shelf
- Reviewing inclusion or exclusion criteria10 of 147 in 1 file
- Clinicaltrials database
- Scientific db clinicaltrials database
- and 15 more on this shelf
- Working with electronic health records8 of 147 in 1 file
- Pyhealth
- and 10 more on this shelf
- Performing clinical prediction tasks8 of 147 in 1 file
- Pyhealth
- and 10 more on this shelf
How Healthcare skills are built
1,261 skill directories by 148 authors, read from their repositories’ own file trees 2026-08-05
The middle bundle among those shipping files is 3 files, 17.3 KB beside SKILL.md
Counted by distinct author, same as above, so one author publishing forty template copies counts once. SKILL.md itself is not counted as a file, so a single-file skill is one where that file is the whole skill.
The shape
- SKILL.md is the whole skill59 of 148 authors, 432 of 1,261 skills
- files ship beside it89 of 148 authors, 829 of 1,261 skills
- executable scripts ship inside51 of 148 authors, 386 of 1,261 skills
The folders they converge on
- references/72 of 148 authors, 395 of 1,261 skills
- scripts/46 of 148 authors, 229 of 1,261 skills
- assets/24 of 148 authors, 91 of 1,261 skills
- agents/14 of 148 authors, 26 of 1,261 skills
- evals/11 of 148 authors, 105 of 1,261 skills
- examples/10 of 148 authors, 117 of 1,261 skills
JuneYaooo/nihaisha-nishi-tcm Skill
no license1,915★倪海厦中医课程资料的 Agent Skill:支持课程检索、方证穴位辨析、学习笔记整理与板书截图证据索引。 | An Agent Skill for Ni Haisha TCM course study, formula-pattern lookup, acupoint reference, and screenshot evidence indexing.
Aperivue/medsci-skills/skills/academic-aio Skill
258★ repoAgent Skills for medical research — literature search, reporting-guideline & citation checks, statistics, publication figures, submission. Works with Claude Code, Codex, Cursor & GitHub Copilot. Built by a physician-researcher, tested on real publications. MIT.
awslabs/hcls-agent-skills/skills/aws-genai-ml-architect Skill
13★ repoAgent skills for healthcare and life sciences: genomics, imaging, claims, drug discovery, and more. Works with Amazon Quick, Kiro, Amazon AgentCore, AWS Strands SDK, Claude Code, Codex, and any Agent Skills-compatible platform.
SidneyBissoli/medical-terminologies-mcp/io.github.SidneyBissoli/medical-terminologies-mcp MCP server
9★ repoDiagnoses, drugs & lab codes: ICD-11, SNOMED, LOINC, RxNorm, MeSH, ATC, CID-10. 37 tools, MIT.
Tuminha/dental-ai-skills/clinical-evidence-reviewer Skill
5★ repoAI Skills for Dentists - Research critique, clinical evidence review, and content creation tools for Claude Desktop and Codex
cbetz/last-ehr/io.github.cbetz/last-ehr MCP server
4★ repoFHIR chart tools for MCP: read-only by default, with elicitation-gated, human-approved writes.
Lancetnik/evidence-based-fitness-coach/skills/evidence-based-fitness-coach Skill
3★ repoEvidence-based fitness coaching as an installable Agent Skill — strength training programs and nutrition plans grounded in scientific consensus. Summarized from the Podlodka podcast.
Premansh12/med-mentor Skill
2★A Claude skill for medical training, board prep, and clinical reasoning through interactive, step-by-step HTML lessons.
Ficere/pipeline-assessment Skill
2★MNC-style pharmaceutical pipeline asset assessment Agent Skill
Hormonaly Clinical Intelligence
Hormonaly-ai/hormonaly-public/io.github.Hormonaly-ai/hormonaly MCP server
no license2★ repo24 tools for evidence-graded clinical queries, hormones, peptides, longevity & drug interactions.
cyanheads/medical-codes-mcp-server/io.github.cyanheads/medical-codes-mcp-server MCP server
2★ repoOffline US medical code lookup and crosswalk — ICD-10-CM/PCS, HCPCS Level II, RxNorm. Keyless.
wei-ai-lab/clinical-trial-design/io.github.wei-ai-lab/clinical-trial-design MCP server
2★ repoPhase 2/3 clinical trial design via gsDesign / gsDesign2: sample size, GS boundaries, multiplicity
Medical research thesis supervisor
mohamedhadyashry/medical-research-thesis-supervisor/medical-research-thesis-supervisor Skill
1★ repoA Claude Agent Skill that turns Claude into a rigorous medical research supervisor — search strategy, evidence synthesis, scientific writing, and peer-review-grade QA. Never fabricates citations.
kgraph57/evidentia/skills/medical-fact-check Skill
1★ repoOpen-source medical citation verifier: catches fabricated DOI/PMID/NCT references with CLI, MCP, and Claude Code skill.
lonelymoon87/need-a-hug/skills/need-a-hug Skill
1★ repoLightweight emotional first-aid Agent Skill for AI agents: comfort overwhelmed developers before another plan. Works with Claude Code, Codex, Cursor, Kiro, VS Code and more.
Dementia causal cohort auditor
Tianyu-Qu/nacc-dementia-cohort-auditor-skill/skills/dementia-causal-cohort-auditor Skill
1★ repoA NACC-first Codex skill for dementia cohort design auditing, cohort construction, data-quality checks, and causal-readiness review.
appendixhealth/mcp-server/com.appendix/appendix MCP server
no license1★ repoPhysician-reviewed medical opinions and prescriptions for AI agents.
Anteos Health — Medical Appointment Booking
Anteos-Health/anteos-mcp/io.github.Anteos-Health/anteos-booking MCP server
no license1★ repoBook medical appointments with French doctors by specialty and city via AI agents.
DingDawg-dev/dingdawg-healthcare-agent/io.github.DingDawg-dev/dingdawg-healthcare-agent MCP server
no license1★ repoHIPAA-aware healthcare AI. Clinical documentation, compliance checks, audit prep. Free local tier.
dingdawg/dingdawg-healthcare-agent/io.github.dingdawg/dingdawg-healthcare-agent MCP server
no license1★ repoHIPAA-aware healthcare AI. Clinical documentation, compliance checks, audit prep. Free local tier.
EliasAli0720/HIPAA-agent-skill/skills/hipaa-ai-compliance Skill
0★ repoHIPAA compliance skills for AI coding agents (Claude Code, Codex, Cursor, Gemini). 10 senior-grade skills: scoping, app dev, websites, AI/LLM, code review + PHI scanner, risk analysis, breach response, BAAs, de-identification, compliance programs. Exact 45 CFR citations, OCR enforcement through 2026.
scicrow/genomic-prediction-skill Skill
no license0★Execution blueprints and code templates for fitting genomic prediction models, including GBLUP, GFBLUP, MultiBLUP, Bayesian methods (BayesA, BayesB, BayesC, BayesCpi, BayesRC, Bayesian Lasso), and Random Forest using peer-reviewed software.
thebitanpaul/VERA/.claude/skills/protocol-qa Skill
no license0★ repoVersion-Explicit Retrieval & Answering - VERA answers a trial coordinator's question about what a clinical-trial protocol currently requires, using only the version that governs the trial today — and it abstains rather than guessing when the protocol doesn't cover the question.
Thilina099/rubysky-skills/skills/hipaa-marketing-check Skill
0★ repoFree Claude Skills for local service businesses, healthcare orgs, and nonprofits. Lead follow-up, HIPAA marketing risk checks, event sponsorship revenue. By RubySky Digital, Nashville.
arpitexplores/super-healthcare-wellness Skill
0★Portable Markdown skill for AI vibe coding with healthcare and wellness workflows: health trend analysis, care workflows, wellness data, safety boundaries, and non-diagnostic guidance.
yashpatil582/agent-skills/clinical-note-eval Skill
0★ repoAnthropic Agent Skills packaging shipped eval methods: gaming-resistant clinical-note grounding eval + token-F1 scorer. Stdlib-only, runs offline.
qchiujunhao/labcoat/skills/labcoat-biomedical-discipline Skill
0★ repoSkills, hooks, and CLI checks for safer biomedical AI coding agents.
Medical bill and claim appeal navigator
satishTheLegend/medical-bill-and-claim-appeal-navigator Skill
0★From a denial letter and an itemized bill to a verified error log, an appeal packet, and a negotiation script — the whole fight, organized.
ruthannepai-tech/inflammatory-target-discovery-skills/skills/antigen-epitope-pipeline Skill
0★ repoDisease-agnostic methodology stack for computational target discovery and antigen-specific therapeutic design in inflammatory/immune disorders (EGIDs, celiac, IBD, autoimmune).
augustfu-droid/anatomy-image-auditor/skills/anatomy-image-auditor Skill
0★ repoWhole-body anatomy and action-coherence quality control for human and hominin images
jmtroller/nhd-mcp-public-documentation/com.nursinghomedatabase/mcp MCP server
no license0★ repoMCP server for US nursing facility search and ownership lookup (NursingHomeDatabase).
CSOAI-ORG/clinical-trials-ai-mcp/io.github.CSOAI-ORG/clinical-trials-ai-mcp MCP server
0★ repoClinical Trials Ai MCP Server by MEOK AI Labs
CSOAI-ORG/healthcare-fhir-mcp/io.github.CSOAI-ORG/healthcare-fhir-mcp MCP server
0★ repohealthcare-fhir-mcp MCP server by MEOK AI Labs
CSOAI-ORG/mdr-medical-device-mcp/io.github.CSOAI-ORG/mdr-medical-device-mcp MCP server
0★ repoEU MDR (Reg 2017/745) and IVDR (Reg 2017/746) compliance for medical device + IVD manufacturers...
GPH Intelligence - Healthcare Vendor Finder
Crindo2/gph-mcp-server/io.github.Crindo2/gph-mcp-server MCP server
0★ repoFind 76,000+ curated healthcare service vendors across 25 categories and all 50 US states.
Fonteum — Healthcare Provider Data
Fonteum/mcp-server/io.github.Fonteum/mcp-server MCP server
no license0★ repoSource-provenanced US federal healthcare provider data over MCP, with 14-tuple provenance.
Goingparabolic/painprep-mcp-server/io.github.Goingparabolic/painprep-mcp-server MCP server
0★ repoInterventional pain medicine MCP: Medicare checklists, CPT/ICD-10, ASRA, prior-auth & appeals
Philongevity/phi-mcp-server/io.github.Philongevity/phi-longevity-prism MCP server
0★ repoAnalyze biomarker panels with an MD-led clinical engine. Guideline-cited. Synthetic data only.
水素分子医学文献データベース — Molecular hydrogen medical literature (H2 Papers)
h2-papers/h2-papers-mcp-server/io.github.h2-papers/mcp-server MCP server
0★ repoPubMed molecular-hydrogen medical literature with delivery-aware safety notes inline.
hifarrer/ccwai-api/io.github.hifarrer/cure-cancer-with-ai MCP server
no license0★ repoFree oncology data (research, trials, FDA approvals, news) plus IBM MAMMAL biomedical predictions.
m2ai-mcp-servers/mcp-ratchet-clinical-charting/io.github.m2ai-mcp-servers/mcp-ratchet-clinical-charting MCP server
0★ repoMCP server for clinical charting with Claude - document patient visits to EMR
pipeworx-io/mcp-clinicaltables/io.github.pipeworx-io/clinicaltables MCP server
0★ repoNIH Clinical Tables: ICD-10/9, RxTerms, LOINC, NPI, conditions search. Keyless.
pipeworx-io/mcp-disease/io.github.pipeworx-io/disease MCP server
0★ repoDisease MCP — wraps disease.sh API (COVID-19 statistics, no auth required)
pipeworx-io/mcp-hpo-api/io.github.pipeworx-io/hpo-api MCP server
0★ repoHuman Phenotype Ontology — clinical phenotype terms + gene/disease annotations
pipeworx-io/mcp-medical-codes/io.github.pipeworx-io/medical-codes MCP server
0★ repoMedical codes MCP.
pubspro/pharma-mcp/io.github.pubspro/pharma-mcp MCP server
no license0★ repoMCP server for ClinicalTrials.gov, PubMed, FDA drug labels, FAERS, and ICH guidelines.
rootsbymenda/pharma-mcp-server/io.github.rootsbymenda/pharma-regulatory MCP server
0★ repoDrug safety: DrugBank, interactions, FAERS, WHO, TGA. 7 databases. Free.
Sniffscore/sniff-mcp/world.sniff/sniff-mcp MCP server
0★ repoCanine genomics for agents: breed allele frequencies, AI pathogenicity + OMIA clinical disease layer
elisaterumi-ai/agent-skills-in-practice/examples/clinical-anonymization Skill
129★ repoLearn what AI skills are and how to design, structure, and use them in real-world agent systems.
awslabs/hcls-agent-skills/skills/biomarker-discovery Skill
13★ repoAgent skills for healthcare and life sciences: genomics, imaging, claims, drug discovery, and more. Works with Amazon Quick, Kiro, Amazon AgentCore, AWS Strands SDK, Claude Code, Codex, and any Agent Skills-compatible platform.
1Mangesh1/hipaa-guardian/skills/healthcare-audit-logger Skill
7★ repoAI agent skill for HIPAA compliance - PHI/PII detection, code scanning, audit reports, and remediation guidance
Tuminha/dental-ai-skills/dental-content-creator Skill
5★ repoAI Skills for Dentists - Research critique, clinical evidence review, and content creation tools for Claude Desktop and Codex
CyrilLeMat/temper-skills/examples/ankle_sprain/output/ankle-sprain Skill
2★ repoTest suites + deterministic Python for your agent skills' decision logic. Adversarial persona reviewers write the tests; the generated code must keep passing them — zero LLM calls at inference. Try: uvx temper-skills audit <skill.md>
Alim430/bioresearch-agent/skills/biomedical/biomarker-discovery Skill
1★ repoExecutable biomedical workflows for AI assistants — literature analysis, biomarker discovery, and Mendelian randomization through reproducible agent skills.
SkillMedev/health-and-longevity/skills/injury-prehab Skill
1★ repoEvidence-informed skills for building strength, mobility, and lasting health.
palmiro72-coder/palmiros-claude/plugins/palmiros-clinical-br/skills/clinical-data-analysis Skill
0★ repoMarketplace de plugins do Claude Code — 14 skills agrupadas em 5 plugins: operações clínicas BR (endo + derm), revenue cycle US, pesquisa científica (harmonia sexagesimal + patentes + mineração), criação visual via Gemini e SecOps/infra.
chia-health/skills/glp1-prescriptions Skill
0★ repoInstallable skills.sh skills for the Chia Health prescription MCP — GLP-1 weight loss (semaglutide, tirzepatide) and peptide therapies (sermorelin, NAD+, glutathione).
rbr7/MedClawMini/skills/ab-testing-healthcare Skill
0★ repoA focused, production-minded library of 197 clinical-AI and healthcare data-science skills for the OpenClaw agent platform featuring data quality, clinical NLP, big-data ML, explainable AI, drug safety, and regulatory.
OpenBioHack/openbiohack/skills/investigate-health Skill
0★ repoFree, non-directive, first-principles thinking partner for hard, ambiguous health challenges & optimisation — runs in your own Claude Code, on your own data. Educational, not medical advice.
qchiujunhao/labcoat/skills/labcoat-biomedical-ml-hygiene Skill
0★ repoSkills, hooks, and CLI checks for safer biomedical AI coding agents.