card-sort-open

Analyze open card sort data into a similarity matrix and dendrogram.

Updated Nov 8, 2025
One-click install
npx skills add https://github.com/ivanyeors/product-agentic-templates --skill card-sort-open
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: card-sort-open
Source: https://github.com/ivanyeors/product-agentic-templates/tree/main/.cursor/skills/02-product-design/ux-process/ia-methods/card-sort-open
Command: npx skills add https://github.com/ivanyeors/product-agentic-templates --skill card-sort-open

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Card Sort (Open) helps uncover user mental models by letting participants group unlabeled cards into categories they define, informing site map structure.

Core Features & Use Cases

  • Open card sort with 40–80 items, using user-facing labels and no predefined categories.
  • Generates a similarity matrix and dendrogram to identify common groupings.
  • Outputs category labels and item groupings to feed Site Map Structure and IA documents.

Quick Start

Run an open card sort with 40–80 items, collect participant categorizations, and generate a site map structure based on user-defined categories.

Frequently Asked Questions about card-sort-open

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

FAQPage Schema
What is an open card sort in user research?

An open card sort reveals user mental models by having participants group 40–80 unlabeled items into categories they define themselves, rather than fitting them into predefined groups. This technique informs site map structure during new product launches or IA redesigns.

When should I use an open card sort versus a closed card sort?

Use an open card sort when launching a new product or redesigning information architecture without predefined categories. It reveals user mental models by letting participants define their own groupings, whereas closed sorts validate existing category structures.

How many participants and items are needed for a reliable open card sort?

An effective open card sort requires 40–80 content items and sessions with 15–20 participants. This scale ensures enough data variation to accurately generate similarity matrices and dendrograms for identifying common mental model groupings.

How does a similarity matrix and dendrogram analyze card sort results?

A similarity matrix and dendrogram analyze open card sort results by calculating how often participants group the same items together. This visual clustering identifies common groupings and informs the final site map structure and information architecture documents.

What are the limitations of open card sorting for site map design?

Open card sorting limitations include the requirement for a large participant pool of 15–20 users and 40–80 items. It is not suitable for validating existing categories, as the method relies entirely on users generating their own groupings from scratch.