jupyter-experiment

Organize Jupyter notebooks into IMRaD-structured single-hypothesis experiments.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/sunbluesome/dotfiles --skill jupyter-experiment
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: jupyter-experiment
Source: https://github.com/sunbluesome/dotfiles/tree/main/.claude/ds/skills/jupyter-experiment
Command: npx skills add https://github.com/sunbluesome/dotfiles --skill jupyter-experiment

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

The skill helps users create Jupyter Notebooks structured as IMRaD reports, ensuring each notebook tests a single hypothesis and includes explicit Introduction, Methods, Results, and Discussion sections for better traceability and reproducibility.

Core Features & Use Cases

  • Create IMRaD-style notebooks for experiments with one hypothesis per notebook
  • Guide file organization under experiments/ including per-issue folders and numbered notebooks
  • Enforce documentation-first approach and cross-reference related notebooks

Quick Start

Design the experiment plan first, then create and execute a one-hypothesis IMRaD notebook under experiments/.

Frequently Asked Questions about jupyter-experiment

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

FAQPage Schema
How do I structure Jupyter notebooks for reproducible experiments?

Structure Jupyter notebooks for reproducible experiments by organizing each notebook as an IMRaD report with explicit Introduction, Methods, Results, and Discussion sections to ensure traceability for single-hypothesis testing.

What is the best way to organize experiment files in a Jupyter research project?

Organize experiment files by creating per-issue folders under an experiments/ directory, placing numbered notebooks inside to govern file layout and maintain clear documentation-first traceability across related tests.

How do I plan a single-hypothesis experiment using Jupyter notebooks?

Plan a single-hypothesis experiment by defining the hypothesis first, then creating an IMRaD-structured Jupyter notebook under the experiments/ directory to enforce plan-driven execution and narration.

Can I enforce a documentation-first approach in Jupyter notebooks?

Yes, you can enforce a documentation-first approach in Jupyter notebooks by applying IMRaD rules, requiring per-project frontmatter governance, and utilizing cross-referencing and figure-caption utilities.

Does this IMRaD notebook structure support Japanese research narration?

Yes, the IMRaD notebook structure supports Japanese research narration, specifically designed for plan-driven execution workflows where experiments require Japanese documentation and reporting.