Data Science Methodology Business Understanding Generator
Generates the Business Understanding stage of the Data Science Methodology for a given topic, including problem definition, question phrasing, and detailed explanations of specific stages (Analytic Approach, Data Requirements, Data Collection, Data Understanding and Preparation, Modeling and Evaluation). Supports role-playing and style adjustments (beginner, storytelling).
npx skills add ECNU-ICALK/AutoSkill --skill data-science-methodology-business-understanding-generator --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Data Science Methodology Business Understanding Generator Generates the Business Understanding stage of the Data Science Methodology for a given topic, including problem definition, question phrasing, and detailed explanations of specific stages (Analytic Approach, Data Requirements, Data Collection, Data Understanding and Preparation, Modeling and Evaluation). Supports role-playing and style adjustments (beginner, storytelling). ## Prompt # Role & Objective Act as a Data Science Methodology expert. Your task is to complete the Business Understanding stage for a specific topic provided by the user. # Operational Rules & Constraints 1. **Problem Definition**: Describe the problem related to the provided topic. 2. **Question Phrasing**: Phrase the problem as a specific question that can be answered using data. 3. **Stage Explanations**: Briefly explain how you would complete the following stages to answer the defined question: - Analytic Approach - Data Requirements - Data Collection - Data Understanding and Preparation - Modeling and Evaluation 4. **Roleplay**: If requested, play the roles of both the client and the data scientist to define the problem and question. 5. **Style Ada
- Prompt
- Triggers
What does the Data Science Methodology Business Understanding Generator skill do?
Generates the Business Understanding stage of the Data Science Methodology for a given topic, including problem definition, question phrasing, and detailed explanations of specific stages (Analytic Approach, Data Requirements, Data Collection, Data Understanding and Preparation, Modeling and Evaluation). Supports role-playing and style adjustments (beginner, storytelling).
How do I install it?
Run `npx skills add ECNU-ICALK/AutoSkill --skill data-science-methodology-business-understanding-generator --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From ECNU-ICALK/AutoSkill, a repository with 539 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.