ds

What problem does it solve?

This Skill guides users through the complex process of defining, planning, and executing data science projects, ensuring clarity of objectives and a structured approach to analysis.

Core Features & Use Cases

• Objective Clarification: Uses Socratic questioning to refine vague analysis requests into clear, actionable objectives.
• Data Source Identification: Helps identify and document necessary data sources and their constraints.
• Approach Selection: Facilitates the selection of appropriate analysis methodologies.
• Structured Planning: Generates a SPEC.md document outlining the project's goals, data, success criteria, and chosen approach.
• Use Case: A marketing team wants to understand customer churn. This skill will help them define precisely what "churn" means, what data is needed (e.g., customer demographics, purchase history, support interactions), and what constitutes a successful analysis before any data is touched.

Quick Start

Use the ds skill to start planning a new data analysis project by clarifying objectives and data requirements.