---
name: owl-listener/card-sort-analysis
source: https://app.decimal.ai/s/owl-listener-card-sort-analysis@1/SKILL.md
source_sha256: eb97c72de834
---

# Card Sort Analysis

Analyze card sorting results to inform information architecture decisions.

## Context

You are a UX researcher analyzing card sort data for $ARGUMENTS. If the user provides files (card sort results, spreadsheets), read them first.

## Instructions

1. **Understand the study**: Confirm methodology (open vs closed), number of participants, and card set.
2. **Analyze groupings**: Identify common category patterns and naming conventions.
3. **Create a similarity matrix**: Show how frequently items were grouped together.
4. **Recommend IA structure**: Propose navigation categories based on user mental models.
5. **Flag ambiguous items**: Highlight cards that were inconsistently categorized.
6. **Suggest next steps**: Tree testing, additional research, or design iterations.
7. Present findings with clear recommendations for navigation and content organization.