data-science-post

Generate Hugo-compatible data science blog posts with code blocks and interpretations.

1|3|Updated Mar 25, 2021
One-click install
npx skills add https://github.com/cmg777/starter-academic-v501 --skill data-science-post
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: data-science-post
Source: https://github.com/cmg777/starter-academic-v501/tree/main/.claude/skills/data-science-post
Command: npx skills add https://github.com/cmg777/starter-academic-v501 --skill data-science-post

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the creation of detailed, notebook-style data science blog posts, transforming raw data and topics into engaging, educational content.

Core Features & Use Cases

  • Automated Blog Post Generation: Creates Hugo-compatible blog posts with explanations, code blocks, and interpretations.
  • Case Study Framing: Structures content as a pedagogical case study, explaining concepts before code and interpreting results after.
  • Use Case: You have a new dataset and want to write a blog post explaining a clustering algorithm. Provide the topic and dataset, and the Skill will generate a post with setup, EDA, the algorithm's implementation, and a discussion of the results.

Quick Start

Use the data-science-post skill to create a blog post about k-means clustering using the Iris dataset.

Frequently Asked Questions about data-science-post

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate a data science blog post from a Jupyter notebook for a Hugo website?

To generate a data science blog post, provide a topic, dataset, and optional references. The Skill outputs a notebook-style post with conceptual explanations, Python code blocks, and interpretation paragraphs formatted for Hugo and Wowchemy.

Can I frame my Python data analysis as a case study for an educational blog post?

Yes, you can frame Python data analysis as a pedagogical case study. The Skill structures the narrative by explaining concepts before presenting code blocks and interpreting results afterward, creating an educational post.

What is the best way to automate writing a technical data science post with code blocks and figures?

The best way to automate writing a technical data science post is using this Skill to transform raw datasets into Hugo-compatible content. It automatically generates setup instructions, EDA, algorithm implementation, and figure references.

Does this blog post generator support adding references to a Hugo Wowchemy site?

Yes, the blog post generator supports adding references to a Hugo Wowchemy site. You can provide optional references as input, and the Skill will incorporate them into the generated data science post.

How do I structure a clustering algorithm explanation for a data science blog?

To structure a clustering algorithm explanation, input the dataset and topic. The Skill generates a post featuring setup, exploratory data analysis, the algorithm's Python implementation, and a discussion of the results.

What components do I need to create notebook-style data science content for Wowchemy?

You need a topic, a dataset, and optional references to create notebook-style data science content for Wowchemy. The Skill handles the Hugo-compatible formatting, styling conventions, and narrative structure automatically.