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script-organization

Official

Organize data science scripts for reproducibility.

Data & Analytics#organize#reproducibility#data-science#project-structure#script-numbering
AuthorMusserLab
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Script organization in data science projects is often inconsistent, leading to onboarding friction, chaos in outputs, and fragile reproducibility.

Core Features & Use Cases

  • Numbered script prefixes (01_, 02_, ...) reveal logical workflow order.
  • data/ and outs/ directory conventions separate inputs from outputs for traceability.
  • Build provenance via BUILD_INFO.txt in outs/ to capture commit and date for reproducibility.
  • Use Case: Starting a new project, apply these conventions to ensure predictable execution and easy sharing across teammates.

Quick Start

Create a project skeleton with a scripts/ directory containing numbered scripts (01_...) and corresponding data/ and outs/ directories, plus BUILD_INFO.txt artifacts.

Dependency Matrix

Required Modules

None required

Components

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: script-organization
Download link: https://github.com/MusserLab/lab-claude-skills/archive/main.zip#script-organization

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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