---
title: "Card Sort Analysis - Air Market"
description: "You ran a card sort and now you have results you are not sure how to read. This turns those results into a proposed set of groups and the labels to put on them. Reach for it right after a sort study.…"
canonical: "https://airmarket.ai/app/card-sort-analysis"
---

[Air Market](/) / [Design](/category/design) / Card Sort Analysis

Skill by [MC Dean](/@owl-listener)

# Card Sort Analysis

Turn card sort results into groups and names you can defend

## What this does

You ran a card sort and now you have results you are not sure how to read. This turns those results into a proposed set of groups and the labels to put on them. Reach for it right after a sort study. Building that into a full structure is a separate skill.

### Top 3 things it does for you

- Analyse open or closed card sort results
- Propose a grouping from what participants did
- Pick labels the sort actually supports

## Information

**Card Sort Analysis at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [MC Dean](/@owl-listener) |
| Category | [Design](/category/design) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 1 KB |
| Licence | MIT |
| Repository | [Owl-Listener/designer-skills](https://github.com/Owl-Listener/designer-skills/tree/20e34c4a587e5eb09fcdf8351fa97b3ad761b31e/design-research/skills/card-sort-analysis) |
| GitHub stars | 2,144 (as of Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Card Sort Analysis and flagged nothing. AIR's verdict: **safe**.

**What Card Sort Analysis's check was run against**

|  |  |
| --- | --- |
| Commit | 20e34c4a587e5eb09fcdf8351fa97b3ad761b31e |
| Content hash | eafe80afbc0bba89d2936ac6dc22b8c444d42a0cbfa76d9a7c21ef1a32ac5b38 |
| Files read | [Browse the files at this exact commit](https://github.com/Owl-Listener/designer-skills/blob/20e34c4a587e5eb09fcdf8351fa97b3ad761b31e/design-research/skills/card-sort-analysis/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for Card Sort Analysis](/security/card-sort-analysis)

## About Card Sort Analysis

This analyses open or closed card sort results and produces a proposed grouping along with a label set.

It picks up after you have run a sort study. To turn that evidence into a full structure, information-architecture in ux-strategy is the next step.

## What's inside

- SKILL.md - instructions

## Questions

### Is Card Sort Analysis safe to install?

AIR scanned this exact version of Card Sort Analysis and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 20e34c4a587e, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/card-sort-analysis.

### How do I install Card Sort Analysis?

Open https://airmarket.ai/app/card-sort-analysis on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/Owl-Listener/designer-skills/tree/20e34c4a587e5eb09fcdf8351fa97b3ad761b31e/design-research/skills/card-sort-analysis. Install from that link, not the branch.

## Related on Air Market

- [More Design listings](/category/design)
- [Everything by MC Dean](/@owl-listener)

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Canonical URL: <https://airmarket.ai/app/card-sort-analysis>