Tools

Resources and tools to help researchers verify, reproduce, and replicate empirical work.

Verification

Replication Package Checker

An automated tool that verifies the completeness and reproducibility of replication packages submitted alongside research papers. Checks for required files, documentation, and code executability.

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Detection

PII Checker

PII Checker helps researchers, data editors, and repositories scan replication packages for direct PII to help mitigate such unintended disclosure before publication.

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Robustness

repframe

An R and Stata package for assessing the reproducibility, replicability, and robustness of empirical results. Produces a Reproducibility and Replicability Indicators table and the Robustness Dashboard, for single studies or pooled across many. Also available as an interactive web app.

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Detection

I4R Forensic System

A Claude Code skill that runs a full Institute for Replication (I4R) reproducibility audit of a published paper and its replication package, and writes the comment for publication

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