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design-experiment

Generate comprehensive experimental design documents from a research question.

Updated Feb 5, 2026
Search Tags:#design#experiment#randomization#research-methods#power-analysis#edsl
One-click install
npx skills add https://github.com/expectedparrot/skills --skill design-experiment-expectedparrot
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: design-experiment
Source: https://github.com/expectedparrot/skills/tree/main/.claude/skills/design-experiment
Command: npx skills add https://github.com/expectedparrot/skills --skill design-experiment-expectedparrot

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This capability helps researchers and teams convert a research question into a complete, executable experimental design document, including plan, metrics, and power analysis.

Core Features & Use Cases

  • Create a dated, project-scoped directory structure and an end-to-end experiment design document.
  • Include a power analysis, randomization plan, stimuli/specifications, and EDSL-ready implementation notes.
  • Ideal for preregistration and reproducible research workflows across social sciences and UX studies.

Quick Start

Provide a research question to generate a complete experiment design in the project directory.

Frequently Asked Questions about design-experiment

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

FAQPage Schema
How do I create a complete experimental design document from a research question?▼

An experimental design document from a research question is generated as a complete Markdown file with structured sections for literature reviews, power analyses, and randomization plans. It automates creating a dated project directory for your end-to-end study.

Can I generate a randomization plan and power analysis for UX and behavioral studies?▼

Yes, a randomization plan and power analysis for UX and behavioral studies can be generated automatically. The design workflow applies to social science research and includes stimuli specifications alongside EDSL-ready implementation notes.

What is a preregistration-ready experimental design workflow?▼

A preregistration-ready experimental design workflow is an optional process that outputs a comprehensive plan including metrics and power analysis. It ensures reproducible research by structuring your experiment design document before data collection begins.

Does this experiment design workflow support EDSL implementation notes?▼

Yes, the experiment design workflow supports EDSL implementation notes by generating them within the comprehensive design document. This provides EDSL-ready specifications directly alongside your randomization plan and power analysis.

What is the best way to structure an end-to-end experiment design for reproducible research?▼

The best way to structure an end-to-end experiment design for reproducible research is using a scoped project directory containing a Markdown file with structured sections. It organizes literature reviews, randomization plans, and EDSL-ready implementation notes together.

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