Create Notebook

This skill generates a Jupyter Notebook to demonstrate a feature or explain a concept.

Instructions

1. Plan the Notebook:

   • Title & Introduction: What is this notebook about?
   • Setup/Imports: Necessary imports.
   • Data Generation/Loading: Create synthetic data or load sample data.
   • Processing/Analysis: Demonstrate the core feature.
   • Visualization: Plot the results.

2. Create File:

   • Use the write_to_file tool to create the .ipynb file. (Note: Since writing JSON manually for ipynb is error-prone, ensure you use a valid JSON structure or use a helper script if available. If writing raw JSON, keep it simple.)
   • Alternately, write a Python script make_notebook.py using nbformat and run it.

3. Content Requirements:

   • Use Markdown cells to explain why and how.
   • Comment the code cells extensively.
   • Ensure the code is runnable without external local files (or create them on the fly).