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.