scientific-code-auditor
CommunityAudit scientific code for integrity.
Education & Research#integrity#scientific#reproducibility#data-quality#code-audit#numerical-stability
Authorfredericpoitevin
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Senior-level scientific code auditor that inspects codebases for correctness, hidden errors, unjustified approximations, reproducibility risks, and any signs of data manipulation or misleading practices. Trigger when reviewing simulation code, analysis pipelines, or any computational research code where scientific integrity is critical.
Core Features & Use Cases
- Conduct thorough code reviews focusing on scientific correctness, transparency of assumptions, and reproducibility.
- Identify and flag hidden approximations, numerical stability issues, and potential data manipulation risks.
- Provide actionable guidance and reporting to preserve the integrity of computational research.
Quick Start
Assess a given scientific codebase for correctness and reproducibility with a structured audit.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: scientific-code-auditor Download link: https://github.com/fredericpoitevin/.cursor/archive/main.zip#scientific-code-auditor Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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