survey-design

Design survey instruments with sampling plans and export to Qualtrics QSF.

1|Updated Nov 29, 2025

Search Tags:#csv #export #bias-review #survey-design #qualtrics #analysis-plan #sampling-plan

Ready to run

npx skills add https://github.com/SSiertsema/claude-code-plugins --skill survey-design-ssiertsema

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: survey-design
Source: https://github.com/SSiertsema/claude-code-plugins/tree/main/survey-design/skills/survey-design
Command: npx skills add https://github.com/SSiertsema/claude-code-plugins --skill survey-design-ssiertsema

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Survey design and analysis can be time-consuming and error-prone without a structured plan. This Skill provides a structured workflow to design surveys with sampling plans, bias reviews, and analysis plans, and to export instruments to Qualtrics (QSF), XLSForm, SurveyJS, or CSV, while also enabling analysis of provided survey results with statistical methods and Mermaid diagrams.

Core Features & Use Cases

Design: Generate survey instruments with sampling plans, bias review, and analysis plans tailored to your objective.
Analyze: Analyze provided survey results and produce insights and reports.
Export & visualize: Export to Qualtrics (QSF), XLSForm, SurveyJS, or CSV; and generate Mermaid diagrams with optional PNG export.

Quick Start

Design a complete survey instrument and analysis plan for your research objective.

Frequently Asked Questions about survey-design

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

FAQPage Schema

How do I design a survey instrument with a sampling plan and bias review?▼

Design a survey instrument by providing a clear research objective and target audience to generate structured layouts, sampling plans, bias reviews, and analysis plans. The design mode creates a complete survey framework tailored to your specified research goals.

Can I export my survey design to Qualtrics or XLSForm?▼

Yes, you can export your generated survey design to Qualtrics (QSF), XLSForm, SurveyJS, or CSV formats. These export options allow you to import your survey instrument directly into your preferred data collection platform.

How do I analyze survey results and generate a statistical report?▼

Analyze survey results by providing your collected data to the analyze mode, which produces insights and reports using statistical methods. The analysis output includes visual Mermaid diagrams to help interpret your findings.

What do I need to create a survey design for a specific research objective?▼

You need a clearly defined research objective and a specified target audience to generate a tailored survey instrument. These two inputs allow the workflow to structure appropriate sampling, bias reviews, and analysis plans.

Does this survey workflow support generating visual diagrams for analysis?▼

Yes, the analysis mode supports generating Mermaid diagrams to visualize survey results and insights. You can also optionally export these diagrams as PNG files for use in reports and presentations.

What is the best way to structure a survey with an analysis plan to avoid bias?▼

The best way to structure a bias-resistant survey is to use a workflow that generates a sampling plan, bias review, and analysis plan alongside the instrument. This integrated approach ensures your survey design systematically addresses potential biases from the start.