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bio-reporting-jupyter-reports - Parameterized Jupyter Notebook Report Generation

Runs parameterized Jupyter notebooks using Papermill, renders HTML/PDF reports with nbconvert, and aggregates cohort results.

Tags

Updated: 2026-09-24

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Execute parameterized notebooks with Papermill
  • Render notebooks to HTML and PDF
  • Aggregate notebook metrics with Scrapbook
  • Strip notebook outputs with nbstripout

Inputs

  • Jupyter notebook templates
  • Execution parameters
  • Sample datasets

Outputs

  • Executed notebook files
  • Rendered HTML reports
  • Rendered PDF reports
  • Aggregated data tables

Requirements

  • Python runtime environment
  • papermill 2.6+
  • nbconvert 7.16+
  • Registered Jupyter kernel

Source

  • Spec: SKILL.md

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Jupyter
Papermill
nbconvert
Scrapbook
Reporting
Execute parameterized notebooks with Papermill
Render notebooks to HTML and PDF
Aggregate notebook metrics with Scrapbook
Strip notebook outputs with nbstripout
Jupyter notebook templates
Execution parameters
Sample datasets
Executed notebook files
Rendered HTML reports
Rendered PDF reports