Study Replication

/replicate-studyNEW

What it does

Replicate an existing cohort study on a different database. Extracts methodology from a source paper, maps variables via harmonization table, generates analysis code, and produces a replication difference report.

Highlights

✓5-phase workflow: source analysis → variable mapping → code generation → difference report → verification
✓Built-in KNHANES/NHANES harmonization table
✓Validated on Joo 2026 cross-national replication

Install this skill

git clone https://github.com/Aperivue/medsci-skills.git
mkdir -p ~/.claude/skills
cp -r medsci-skills/skills/replicate-study ~/.claude/skills/

Full documentation→View source on GitHub

Related skills

Statistical Analysis/analyze-stats

Reproducible Python/R code for 22 analysis types including regression, propensity score, and repeated measures. Calibration mandatory for prediction models.

Publication Figures/make-figures

Journal-spec figures and visual abstracts: ROC curves, forest plots, flow diagrams, Kaplan-Meier, and more.

Meta-Analysis/meta-analysis

Full 10-phase systematic review and meta-analysis pipeline. DTA (bivariate/HSROC) and intervention MA with PRISMA-DTA compliance. Dual-extractor + cohort overlap detection.

Cross-National Comparison/cross-national

End-to-end cross-national comparison study using parallel survey data. Variable harmonization, parallel weighted analysis (no data pooling), and country-stratified comparison tables.