review-notebook
CommunityNotebook review for validity & reproducibility.
Data & Analytics#workflow#review#reproducibility#notebook#data-leakage#p-hacking#statistical-validity
Authortim-krausz
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps teams conduct rigorous, pre-submission notebook reviews to identify methodological flaws, leakage, and narrative gaps, ensuring reproducibility and trust in results.
Core Features & Use Cases
- CRITICAL review workflow: Systematically assess data leakage, statistical validity, and reproducibility across notebooks.
- Two-pass guidance: Distinguish critical methodological risks from informational quality improvements.
- Result-oriented outputs: Generate actionable recommendations and improvement notes for notebook authors.
Quick Start
Review notebooks in the repository with the /review-notebook workflow and follow the steps in the checklist.
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: review-notebook Download link: https://github.com/tim-krausz/mlstack/archive/main.zip#review-notebook Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.