Audit research code for correctness, documentation, testing, and versioning.
npx skills add https://github.com/Hollis36/claude-skill --skill code-review-hollis36
Please help me install this Agent Skill. Skill: code-review Source: https://github.com/Hollis36/claude-skill/tree/main/code-review Command: npx skills add https://github.com/Hollis36/claude-skill --skill code-review-hollis36
科研团队常常在代码审查、复现性与可维护性方面遇到挑战。本 Skill 提供一个结构化、可重复的代码审查流程，帮助研究人员快速评估代码质量并确保结果的可靠性。
Start a review by providing your research codebase and a brief workflow description.
High-intent search queries and answers about installing and using this skill.
Automating research code review involves applying a structured rubric to audit correctness, documentation, testing, and versioning. This skill evaluates data analysis and simulation scripts to ensure reproducible results and traceable outputs.
A structured rubric for scientific code provides standardized checklists covering correctness, reproducibility, maintainability, and data integrity. It systematically audits processing scripts and enforces version control and change records for reliable workflows.
To start a peer review of data analysis scripts, provide your research codebase and a brief workflow description. The process then audits the code against maintainability and reproducibility standards to generate an evaluation report.
Yes, you can use this code review process for simulation and processing scripts. It is designed to audit typical scientific workflows, evaluating them for correctness, documentation, and versioning to enforce reproducible results.
The best way to ensure maintainability and versioning compliance is applying a standardized review checklist that audits change records and documentation. This generates traceable outputs and improvement suggestions for scientific code.
Yes, the code review process generates documentation for compliance and collaboration. It automatically outputs review reports, improvement suggestions, and audit trails based on the evaluated research codebase.
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