Topic · Research & Science
Best clinical and healthcare research skills for Claude Code, Codex and other agents.
- skills
- 271
- official
- 9
Clinical and healthcare research skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Query ClinicalTrials.gov via APIv2. An agent skill from google-deepmind/science-skills. | google-deepmind/ | 3.2k | 2 repos | ~3.2k | Automated safety check: Pass | Apache-2.0 | 22 days ago |
| 2 | Guides an agent through reproducing papers built on the CHARLS health and retirement survey, from variable mapping to cognition, depression and isolation scores. | xjtulyc/ | 617 | 1 repo | ~1.8k | Automated safety check: Pass | No licence | 6 mo ago |
| 3 | A skill your agent uses when validating or evaluating a trained medical-imaging model. | Aperivue/ | 329 | 1 repo | ~4.5k | Automated safety check: Pass | MIT | 2 days ago |
| 4 | Analyse whether a SQL query is portable across database implementations using sqlglot transpilation. | HL7/ | 150 | — | ~512 | Automated safety check: Pass | Unknown | yesterday |
| 5 | Routes bioinformatics, drug discovery, clinical and multi-omics tasks from a chat interface to Claude Code sessions running K-Dense scientific skills, with a live dashboard per task. | xjtulyc/ | 617 | 1 repo | ~2k | Automated safety check: Pass | No licence | 6 mo ago |
| 6 | A skill your agent uses when the user asks to write or draft a PhD / doctoral research proposal, research plan, 研究计划书, or 开题报告 — a forward-looking plan of background, gap, research questions… | luwill/ | 857 | — | ~4.4k | Automated safety check: Notes | No licence | 7 days ago |
| 7 | Write comprehensive literature reviews for medical imaging AI research. | LeonChaoX/ | 937 | 3 repos | ~1.1k | Automated safety check: Notes | MIT | 2 mo ago |
| 8 | Suggests candidate ICD-10-CM diagnosis and ICD-10-PCS procedure codes for clinical text extracted by OpenMed, with rationale for a certified coder to review. | maziyarpanahi/ | 5.5k | — | ~2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 9 | 9.Fhir API Expert guidance for implementing FHIR RESTful API servers and clients following the HL7 FHIR specification. | aehrc/ | 137 | 1 repo | ~1.5k | Automated safety check: Pass | Apache-2.0 | today |
| 10 | 10.Fuck Cancer Create and maintain one family medical brief from reports, notes, or partial information. | petergyang/ | 147 | — | ~2.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 11 | Query 14+ biomedical databases for drug repurposing, target discovery, clinical trials, and literature research. | FreedomIntelligence/ | 3.1k | 1 repo | ~2.4k | Automated safety check: Pass | No licence | 2 mo ago |
| 12 | Maps OpenMed-extracted, terminology-coded conditions, drugs and measurements into OMOP CDM v5.4 tables for OHDSI and ATLAS analytics. | maziyarpanahi/ | 5.5k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 13 | Expert guidance for implementing FHIR Bulk Data Access (Flat FHIR) following the HL7 specification. | aehrc/ | 137 | 1 repo | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 14 | Generates comprehensive drug research reports with compound disambiguation, evidence grading, and mandatory completeness sections. | lamm-mit/ | 244 | 3 repos | ~1.7k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 15 | Format and structurally validate local treatment-plan documentation after clinical decisions have already been supplied and verified by authorized licensed professionals. | K-Dense-AI/ | 2.4k | 1 repo | ~2.7k | Automated safety check: Pass | MIT | 7 days ago |
| 16 | A skill your agent uses when interpreting genomic variants from VCF files, performing clinical variant classification using ClinVar/VEP annotations, analyzing allele frequencies against population… | aws-samples/ | 274 | — | ~1.5k | Automated safety check: Pass | MIT-0 | 5 days ago |
| 17 | A skill your agent uses when the user asks to plan, conduct, document, synthesize, or draft a medical imaging AI narrative review or method survey, scoping review, or systematic review with… | luwill/ | 857 | — | ~3.8k | Automated safety check: Pass | No licence | 7 days ago |
| 18 | Finds social risks such as housing instability or food insecurity in clinical notes and proposes matching ICD-10-CM Z-codes for a coder to confirm. | maziyarpanahi/ | 5.5k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 19 | A skill your agent uses when a developer wants to build a new healthcare or life sciences agent, structure tools and system prompts for an HCLS workflow, or create a Strands agent with… | aws-samples/ | 274 | — | ~885 | Automated safety check: Pass | MIT-0 | 5 days ago |
| 20 | Reads, edits, anonymizes and converts DICOM medical imaging files with pydicom, including pixel data extraction and compressed transfer syntaxes. | davila7/ | 32k | 11 repos | ~3.3k | Automated safety check: Pass | MIT | today |
| 21 | 21.Rounding Audit R code that prepares CSR/TLF statistics for SAS-compatible rounding compliance (ties away from zero, round-once-at-display, fixed trailing-zero precision). | RConsortium/ | 117 | — | ~3.8k | Automated safety check: Pass | MIT | 3 days ago |
| 22 | Query ClinicalTrials.gov via API v2. An agent skill from davila7/claude-code-templates. | davila7/ | 32k | 13 repos | ~3.7k | Automated safety check: Pass | MIT | today |
| 23 | Queries the openFDA API from Python for drug, device, food and veterinary data: adverse events, recalls, labels, approvals, NDC and UNII lookups. | davila7/ | 32k | 12 repos | ~3.6k | Automated safety check: Pass | MIT | today |
| 24 | Processes digital pathology whole slide images with histolab: tissue detection, mask creation, tile extraction and dataset preparation for deep learning. | davila7/ | 32k | 12 repos | ~5.1k | Automated safety check: Pass | MIT | today |
| 25 | Processes physiological signals with NeuroKit2 in Python: ECG, PPG, EEG, EDA, respiration, EMG and EOG, including HRV, events and complexity measures. | davila7/ | 32k | 12 repos | ~3k | Automated safety check: Pass | MIT | today |
| 26 | 26.Pathml Computational pathology toolkit for analyzing whole-slide images (WSI) and multiparametric imaging data. | davila7/ | 32k | 12 repos | ~1.9k | Automated safety check: Pass | MIT | today |
| 27 | Builds machine learning pipelines on clinical data with PyHealth: EHR datasets, prediction tasks, medical code mapping, healthcare models and evaluation. | davila7/ | 32k | 12 repos | ~4.4k | Automated safety check: Pass | MIT | today |
| 28 | Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation… | davila7/ | 32k | 11 repos | ~9.9k | Automated safety check: Notes | MIT | today |
| 29 | Prepare and validate research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and governance artifacts. | K-Dense-AI/ | 2.4k | — | ~3.3k | Automated safety check: Pass | MIT | 7 days ago |
| 30 | FHIR RESTful search specification expert with access to the official HL7 search specification text and the formal SearchParameter registry. | aehrc/ | 137 | — | ~649 | Automated safety check: Pass | Apache-2.0 | today |
| 31 | Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and… | ynulihao/ | 617 | 13 repos | ~6.5k | Automated safety check: Notes | No licence | 7 mo ago |
| 32 | Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. | ynulihao/ | 617 | 13 repos | ~13k | Automated safety check: Notes | No licence | 7 mo ago |
| 33 | Search PubMed for scientific literature, including published clinical trials. | google-deepmind/ | 3.2k | 2 repos | ~2.1k | Automated safety check: Notes | Apache-2.0 | 22 days ago |
| 34 | Transform GWAS signals into actionable drug targets and repurposing opportunities. | wu-yc/ | 1.1k | 2 repos | ~4.7k | Automated safety check: Pass | No licence | 6 mo ago |
| 35 | Create safety-bounded draft structures and run local deterministic checks for clinical case, diagnostic, trial, safety, and aggregate research reports. | K-Dense-AI/ | 2.4k | 1 repo | ~3.7k | Automated safety check: Pass | MIT | 7 days ago |
| 36 | Packages standalone FHIR R4 resources from OpenMed output into one transaction Bundle with stable fullUrls and rewritten references, ready to post to a FHIR server. | maziyarpanahi/ | 5.5k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 37 | Generate a therapeutic indication dossier. An agent skill from JimLiu/science-skills. | JimLiu/ | 227 | 4 repos | ~1.4k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 38 | Expert guidance for implementing FHIR servers using HAPI FHIR Plain Server framework. | aehrc/ | 137 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | today |
| 39 | Think and work like an expert Biomedical Imaging Scientist. An agent skill from K-Dense-AI/scientific-agents. | K-Dense-AI/ | 200 | — | ~4.1k | Automated safety check: Pass | MIT | 5 days ago |
| 40 | 40.Pacsomatic Prepares and launches nf-core/pacsomatic matched tumor-normal PacBio HiFi genomics workflows from unaligned BAM inputs. | K-Dense-AI/ | 48k | 1 repo | ~1.6k | Automated safety check: Pass | MIT | 2 days ago |
| 41 | Medical data workflow guide for DICOM metadata inspection and basic de-identification, physiological signal analysis with NeuroKit2, and cohort-table profiling for clinical research datasets. | DrugClaw/ | 125 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 42 | A skill your agent uses when drafting clinical trial protocol sections (objectives, background, study design) grounded in ICH guidelines (E6, E8, E9) and FDA regulations (21 CFR Part 312). | aws-samples/ | 274 | — | ~1.4k | Automated safety check: Pass | MIT-0 | 5 days ago |
| 43 | Query the Open Targets Platform for drug-target-disease associations. | QSong-github/ | 116 | 1 repo | ~601 | Automated safety check: Pass | No licence | 1 mo ago |
| 44 | 44.Pyhealth Builds and validates PyHealth clinical machine-learning pipelines for EHR, signals, imaging, and medical codes. | K-Dense-AI/ | 48k | 1 repo | ~2.1k | Automated safety check: Pass | MIT | 2 days ago |
| 45 | Prepares and validates research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and governance artifacts. | K-Dense-AI/ | 48k | 1 repo | ~3.5k | Automated safety check: Pass | MIT | 2 days ago |
| 46 | Clinical Decision Support System (CDSS) development patterns. | affaan-m/ | 274k | 1 repo | ~2.4k | Automated safety check: Pass | MIT | 2 days ago |
| 47 | EMR/EHR development patterns for healthcare applications. An agent skill from affaan-m/ECC. | affaan-m/ | 274k | 1 repo | ~1.6k | Automated safety check: Pass | MIT | 2 days ago |
| 48 | Patient safety evaluation harness for healthcare application deployments. | affaan-m/ | 274k | 1 repo | ~2k | Automated safety check: Pass | MIT | 2 days ago |
Questions, answered from the data.
What is the best clinical and healthcare research skill?
Clinical Trials Database from google-deepmind/science-skills ranks first of the 271 clinical and healthcare research skills listed here, with the highest score: its repository has 3.2k GitHub stars, 2 other GitHub owners carry a copy, its SKILL.md loads about 3.2k tokens and it passes the automated safety check with no findings. Next come CHARLS Paper Reproduction Guide and Model Assessment.
Which clinical and healthcare research skills are official?
9 of the 271 clinical and healthcare research skills are official, published by the vendor's own GitHub organization: Genomics Variant Interpretation, Hcls Build Agent, Clinical Protocol Drafting, Hcls Get Started, Research Biomedical Databases and 4 more.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.
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