reproducibility-audit

Installation
SKILL.md

Reproducibility Audit

Purpose

Help the user make a research project reproducible enough that another person, or their future self, can rerun it. This skill follows the handbook's reproducibility section: exact environments, data and code versioning, documentation, random seeds, parameter logging, and backups.

The output is an audit report plus a prioritized fix list.

When to Use

  • User is starting or cleaning a research codebase
  • User needs collaborator handoff
  • User cannot reproduce an old experiment
  • User is preparing for paper submission or public release
  • User is moving between local, server, HPC, Docker, or conda environments

Workflow

Stage 1: Identify the Project Context

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GitHub Stars
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First Seen
Apr 25, 2026