Beyond Prompting: Using Agent Skills in Data Science

Towards Data Science / 4/18/2026

💬 OpinionIdeas & Deep AnalysisTools & Practical Usage

Key Points

  • The article explains how the author transformed an eight-year habit of weekly visualizations into a reusable AI workflow for data science tasks.
  • It emphasizes moving beyond simple prompting by applying “agent skills” to structure and execute parts of the workflow.
  • The focus is on making the workflow repeatable, reusable, and practical for recurring analytics and visualization needs.
  • The post frames the approach as an instructional example rather than a new product release, aiming to help readers operationalize AI in their own data work.

How I turned my eight-year weekly visualization habit into a reusable AI workflow

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