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wb-reproducibility-package

Prepare and verify research reproducibility packages against World Bank standards.

33|9|Updated Jul 6, 2023
Search Tags:#research#reproducibility#code verification#world bank#package preparation
One-click install
npx skills add https://github.com/worldbank/wb-reproducible-research-repository --skill wb-reproducibility-package
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: wb-reproducibility-package
Source: https://github.com/worldbank/wb-reproducible-research-repository/tree/main/ai-skills/reproducibility-skill
Command: npx skills add https://github.com/worldbank/wb-reproducible-research-repository --skill wb-reproducibility-package

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python, r, stata, matlab, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill automates the process of preparing and verifying reproducibility packages for the World Bank's standards, ensuring that research is easily replicable and reliable.

Core Features & Use Cases

  • Audit and Validation: Checks project files against the World Bank's reproducibility checklist.
  • Automated Outline and Build: Proposes and automates the creation of a structured project folder and main script.
  • Data Availability and Documentation: Generates a Data Availability Statement and maps outputs to generating scripts.
  • Run Check and Verification: Validates that the package runs correctly and regenerates expected outputs.
  • Use Case: Ideal for authors who need to ensure their research projects meet the World Bank's reproducibility standards before submission.

Quick Start

Use the wb-reproducibility-package skill to prepare a reproducibility package for your research project.

Frequently Asked Questions about wb-reproducibility-package

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I prepare a reproducibility package for World Bank research standards?▼

To prepare a reproducibility package for World Bank standards, use this Skill to automate checking against the official checklist, structuring files, and verifying that packages run correctly to regenerate expected outputs.

Can I verify reproducibility packages using Python, R, Stata, and MATLAB environments?▼

Yes, you can verify reproducibility packages using Python, R, Stata, and MATLAB environments. The Skill requires Claude Code, Cowork, or Visual Studio Code with Python and R environments to validate that packages run correctly and regenerate expected outputs.

What is included in a World Bank reproducibility package check?▼

A World Bank reproducibility package check includes auditing project files against the official checklist, proposing a structured project folder, generating a Data Availability Statement, mapping outputs to generating scripts, and validating that the package runs correctly.

Does this reproducibility verification Skill work with Visual Studio Code?▼

Yes, this reproducibility verification Skill works with Visual Studio Code. It requires Claude Code, Cowork, or Visual Studio Code with Python and R environments to automate the process of checking and structuring reproducibility packages.

How do I map research outputs to their generating scripts for reproducibility?▼

To map research outputs to generating scripts for reproducibility, the Skill automates the generation of documentation that links expected outputs to their source scripts and validates that the package regenerates these outputs correctly during the run check.

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