card-sort-closed

Coordinate closed card sorts to validate information architecture with predefined categories.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Closed card sorting helps validate an information architecture by testing whether users place items in the intended categories, surfacing structural gaps and misalignments.

Core Features & Use Cases

  • Run closed card sorts against an IA draft with predefined categories to collect item-to-category placements.
  • Compute placement accuracy per item and identify problematic categories to inform IA revisions.
  • Generate a synthesis handover that guides subsequent IA restructuring and labeling.

Quick Start

Run a closed card sort with the proposed IA draft and predefined categories to generate item-to-category placement data.

Frequently Asked Questions about card-sort-closed

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

FAQPage Schema
How do I validate my information architecture with a closed card sort?

A closed card sort validates information architecture by testing how accurately participants place items into predefined categories, surfacing structural gaps and misalignments. It requires predefined categories and a controlled participant set to measure placement accuracy per item.

When should I use a closed card sort instead of an open card sort?

Use a closed card sort when you have an existing IA draft or proposed categories and need to measure placement accuracy against them. It identifies confusing categories and structural gaps in predefined structures, unlike open sorts used for early category discovery.

How do I identify problematic categories in usability testing?

Closed card sorts identify problematic categories by computing placement accuracy per item, revealing where users consistently misplace items. This highlights confusing labels and structural misalignments to inform subsequent IA revisions and labeling.

Do I need predefined categories before running a closed card sort?

Yes, a closed card sort requires predefined categories and a controlled participant set before testing. You apply your IA draft to measure how accurately items map to the intended structure and identify confusing categories.

What is the best way to synthesize card sort results for IA revisions?

The best way to synthesize closed card sort results is generating a synthesis handover that calculates item-to-category placement accuracy. This guides subsequent IA restructuring and labeling revisions based on identified structural gaps and confusing categories.

Why does my closed card sort show low placement accuracy for certain items?

Low placement accuracy in a closed card sort indicates confusing categories or structural gaps in your IA draft. When items consistently map to incorrect predefined categories, it signals misalignments that require label revisions or structural restructuring.