Orchestrate a multi-phase data science workflow from objective clarification to user acceptance.
npx skills add https://github.com/edwinhu/workflows --skill ds
Please help me install this Agent Skill. Skill: ds Source: https://github.com/edwinhu/workflows/tree/main/skills/ds Command: npx skills add https://github.com/edwinhu/workflows --skill ds
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.
SPEC.md document outlining the project's goals, data, success criteria, and chosen approach.Use the ds skill to start planning a new data analysis project by clarifying objectives and data requirements.
High-intent search queries and answers about installing and using this skill.
To plan a data science project, this skill orchestrates a multi-phase workflow starting with objective clarification through Socratic questioning. It systematically refines analysis requests, identifies data sources and constraints, and ensures user confirmation before proceeding to data exploration and implementation.
Defining data analysis objectives is best handled through Socratic questioning, which this skill uses to refine vague requests into clear, actionable goals. It documents these goals, necessary data sources, and success criteria in a SPEC.md file before any data exploration begins.
Socratic questioning improves data science workflow planning by systematically refining ambiguous analysis requests into precise, actionable objectives. This method ensures that project goals, data source constraints, and appropriate methodologies are thoroughly evaluated and documented before implementation begins.
Yes, you can generate a project specification document by using this skill to enforce a structured planning process. It produces a SPEC.md file outlining the project's goals, required data sources, success criteria, and chosen analysis approach after user confirmation.
To identify data sources and constraints for an analysis project, this skill guides you through a structured planning workflow. It systematically evaluates your clarified objectives to document necessary data inputs and their limitations before selecting an appropriate methodology.
AzrinPutraGuide exploratory conversations to elicit project requirements and generate an intent brief.
jineyneGenerate a SPEC.md feature specification from natural language descriptions.
pengfitAutomate ETL processes for government price data across 17 provinces and cities.
MohammedSaudAlsahliClarify user ideas through Socratic questioning and ambiguity scoring.