data-analysis-workflow

What problem does it solve?

This Skill addresses the challenge of disorganized and undocumented data analysis projects by providing a standardized structure and automated logging for all operations, decisions, and results.

Core Features & Use Cases

• Standardized Project Structure: Enforces a consistent directory layout for all projects.
• Automatic Operation Logging: Records every step, parameter, and outcome.
• Decision Tracking: Documents analytical choices and their justifications.
• Use Case: When starting a new research project, use this Skill to initialize a project directory, ensuring all data, scripts, results, and logs are organized from day one, making future reproducibility and reporting straightforward.

Quick Start

Use the data-analysis-workflow skill to initialize a new project named 'customer_churn_analysis'.