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TOOLS FOR YOUR NEXT QUESTION

SKILLS for Clinicians

For recurring research tasks,
add a skill that helps.

Skills are instructions and tools that teach AI how to perform a specific task.
Choose what your research needs, from data exploration and statistics to reference verification.

How do skills work? ↓

7 tool collections

MediStat

MediStat EDA

Exploratory Data Analysis

Explore distributions, missing data and potential outliers with Exploratory Data Analysis (EDA). The tool produces a Korean HTML report highlighting issues to review before analysis.

Data explorationUse & install
MediStat

MediStat Table 1

Baseline characteristics tailored to your study design

Analyze baseline characteristics according to the study design, including RCTs and observational studies, and prepare a manuscript-ready Table 1.

Baseline characteristicsUse & install
MediStat

MediStat Kaplan–Meier

Compare groups with survival curves

Review Kaplan–Meier curves, log-rank tests, median survival and numbers at risk.

Survival analysisUse & install
MediStat

MediStat Cox

Hazard ratios adjusted for other factors

Estimate adjusted hazard ratios with Cox regression, assess multicollinearity and check the proportional-hazards assumption.

Survival analysisUse & install
MediStat

MediStat Verifier

Compare results from Python and R

Review an existing analysis, reproduce it in R and compare the numerical results.

VerificationUse & install
CoVe

CoVe Reference Verifier

Do these references really exist?

Check whether references exist, compare bibliographic details and examine support for cited claims against PubMed.

VerificationUse & install
MedSci Skills

MedSci Skills

From literature search to manuscript and submission preparation

A collection of medical research skills covering study design, data preparation, statistics, writing and reporting-guideline checks.

Research workflowUse & install

Skills saved with ☆ remain available in this browser.

GET STARTED

Choose a skill, install it, and use your own data.

01

Choose the skill you need

Check each tool’s purpose and outputs, then choose one that fits your current task.

02

Install in Claude Code

Run the commands on the detail page one line at a time. Check prerequisites such as Python as well.

03

Start with an example prompt

Prepare your files, adapt the example prompt and review the results before using them in your research.

Set up the Claude app ↗

Creators and sources

The MediStat series and CoVe Reference Verifier are Ki-Hyun Jeon’s public GitHub projects. MedSci Skills is created and maintained by Yoojin Nam (Aperivue). We prioritize the original creator’s documentation and installation source.

The search, filters and card/list views were inspired by Public Sector AX Case Archive (PAX).