reproducibility-audit
CommunityAutomate reproducibility audits of academic papers.
AuthorLittleSongxx
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the process of assessing the reproducibility of academic papers by detecting code repositories, building sandbox environments, running experiments, and comparing outputs against paper claims.
Core Features & Use Cases
- Reproducibility Assessment: Automated reproducibility audits of academic papers.
- Sandbox Execution: Executes paper code in an isolated environment.
- Comparison & Reporting: Compares outputs against paper claims and generates detailed reports.
- Use Case: When a user wants to verify the reproducibility of a paper's results.
Quick Start
Use the reproducibility-audit skill to assess the reproducibility of a paper at this URL: [paper_url].
Dependency Matrix
Required Modules
gitpythonnumpypandasscikit-learn
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: reproducibility-audit Download link: https://github.com/LittleSongxx/SoulSearcher/archive/main.zip#reproducibility-audit Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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