Impeccable
bestofjs/bestofjs
A skill your agent uses when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a…
Analyse open or closed card sort results into a proposed grouping and label set.
Install Card Sort Analysis
$ npx skills add Owl-Listener/designer-skills --skill card-sort-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Owl-Listener/designer-skills card-sort-analysis --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Owl-Listener/designer-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/design-research/skills/card-sort-analysis .claude/skills/card-sort-analysis && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "card-sort-analysis" agent skill from https://github.com/Owl-Listener/designer-skills/tree/main/design-research/skills/card-sort-analysis into .claude/skills/card-sort-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "card-sort-analysis", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Owl-Listener/designer-skills/tree/main/design-research/skills/card-sort-analysisType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Owl-Listener/designer-skills --skill card-sort-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Owl-Listener/designer-skills card-sort-analysis --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Owl-Listener/designer-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/design-research/skills/card-sort-analysis .agents/skills/card-sort-analysis && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "card-sort-analysis" agent skill from https://github.com/Owl-Listener/designer-skills/tree/main/design-research/skills/card-sort-analysis into .agents/skills/card-sort-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "card-sort-analysis", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Owl-Listener/designer-skills --skill card-sort-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Owl-Listener/designer-skills card-sort-analysis --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Owl-Listener/designer-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/design-research/skills/card-sort-analysis .cursor/skills/card-sort-analysis && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "card-sort-analysis" agent skill from https://github.com/Owl-Listener/designer-skills/tree/main/design-research/skills/card-sort-analysis into .cursor/skills/card-sort-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "card-sort-analysis", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Owl-Listener/designer-skills.git --path design-research/skills/card-sort-analysis--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Owl-Listener/designer-skills --skill card-sort-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Owl-Listener/designer-skills card-sort-analysis --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Owl-Listener/designer-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/design-research/skills/card-sort-analysis .gemini/skills/card-sort-analysis && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "card-sort-analysis" agent skill from https://github.com/Owl-Listener/designer-skills/tree/main/design-research/skills/card-sort-analysis into .gemini/skills/card-sort-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "card-sort-analysis", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Owl-Listener/designer-skills card-sort-analysisInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Owl-Listener/designer-skills --skill card-sort-analysis -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Owl-Listener/designer-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/design-research/skills/card-sort-analysis .github/skills/card-sort-analysis && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "card-sort-analysis" agent skill from https://github.com/Owl-Listener/designer-skills/tree/main/design-research/skills/card-sort-analysis into .github/skills/card-sort-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "card-sort-analysis", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Owl-Listener/designer-skills --skill card-sort-analysis -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Owl-Listener/designer-skills card-sort-analysis --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Owl-Listener/designer-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/design-research/skills/card-sort-analysis .opencode/skills/card-sort-analysis && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "card-sort-analysis" agent skill from https://github.com/Owl-Listener/designer-skills/tree/main/design-research/skills/card-sort-analysis into .opencode/skills/card-sort-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "card-sort-analysis", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
card-sort-analysis- GitHub stars
- 2.9k
- Used in
- 1 other repo
- Token cost
- ~287 tokens
- SKILL.md length
- 118 words
- Files
- 1
- Skills in repo
- 107
- Repo updated
- First seen
- Licence
- MIT
At a glance
Analyse open or closed card sort results into a proposed grouping and label set.
- Works in 7 steps: Understand the study: Confirm… → Analyze groupings: Identify common… → Create a similarity matrix: Show how… → …
- Tasks that involve UX design
- SKILL.md covers Context and Instructions
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Card Sort Analysis is an agent skill from Owl-Listener/designer-skills. Analyse open or closed card sort results into a proposed grouping and label set. Use after running a sort study. For turning that evidence into a full structure, use information-architecture (ux-strategy).
Its SKILL.md is about 290 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Frontend & Design, covering UX design. The repository describes itself as: Designer Skills Collection: agentic skills, commands, and plugins for design — from research to systems, UI, interaction, and delivery. The licence is MIT.
When your agent uses it
- Tasks that involve UX design
Example prompts
- “/card-sort-analysis”
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Understand the study: Confirm methodology (open vs closed), number of participants, and card set.
- Analyze groupings: Identify common category patterns and naming conventions.
- Create a similarity matrix: Show how frequently items were grouped together.
- Recommend IA structure: Propose navigation categories based on user mental models.
- Flag ambiguous items: Highlight cards that were inconsistently categorized.
- Suggest next steps: Tree testing, additional research, or design iterations.
- Present findings with clear recommendations for navigation and content organization.
What it can do on your machine
Read from SKILL.md and the folder at commit 9a6930c. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Card Sort Analysis loads about 287 tokens when it runs. Until then it costs about 57 tokens; SKILL.md has 118 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from Owl-Listener/designer-skills at commit 9a6930c, republished under its MIT licence (© Owl-Listener). 118 words, ~287 tokens.
Download SKILL.mdSave it as
.claude/skills/card-sort-analysis/SKILL.md (or your agent's skills folder).- name
- card-sort-analysis
- description
- Analyse open or closed card sort results into a proposed grouping and label set. Use after running a sort study. For turning that evidence into a full structure, use `information-architecture` (ux-strategy).
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
- Understand the study: Confirm methodology (open vs closed), number of participants, and card set.
- Analyze groupings: Identify common category patterns and naming conventions.
- Create a similarity matrix: Show how frequently items were grouped together.
- Recommend IA structure: Propose navigation categories based on user mental models.
- Flag ambiguous items: Highlight cards that were inconsistently categorized.
- Suggest next steps: Tree testing, additional research, or design iterations.
- Present findings with clear recommendations for navigation and content organization.
© Owl-Listener, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in design-research/skills/card-sort-analysis of Owl-Listener/designer-skills.
Open the folder on GitHubat commit 9a6930c
Used in 1 other repository
We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in Owl-Listener/designer-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Card Sort Analysis next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Card Sort Analysis this skillOwl-Listener/designer-skills | 2.9k | 1 repos | ~287 | Automated safety check: Pass | MIT | |
| Impeccablebestofjs/bestofjs | 3.1k | 27 repos | ~2.6k | Automated safety check: Pass | MIT | |
| Interface Design for Dashboards and Appsholaboss-ai/holaOS | 11k | 3 repos | ~6k | Automated safety check: Pass | MIT | |
| Animategrowupanand/ConvoForm | 101 | 6 repos | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| Migrate Content Iadocker/docs | 4.7k | — | ~5.1k | Automated safety check: Pass | Apache-2.0 | |
| UX WalkthroughXiaoMi/hiui | 877 | — | ~1.3k | Automated safety check: Pass | MIT |
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体验走查 skill。适用于代码库、URL、截图三种输入，输出结构化体验问题报告，并同步生成本地 docx 报告。触发词：体验走查、UX review、交互走查、界面审查、体验问题。
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Related
Categories
Questions about Card Sort Analysis
What does Card Sort Analysis do?
Analyse open or closed card sort results into a proposed grouping and label set. Card Sort Analysis is an agent skill from Owl-Listener/designer-skills. Analyse open or closed card sort results into a proposed grouping and label set.
When should I use Card Sort Analysis?
Card Sort Analysis fits situations like: tasks that involve UX design.
How do I install Card Sort Analysis in Claude Code?
Run `npx skills add Owl-Listener/designer-skills --skill card-sort-analysis -a claude-code`. Or copy the skill folder (design-research/skills/card-sort-analysis in Owl-Listener/designer-skills) into .claude/skills/card-sort-analysis in your project. Claude Code loads it when a task matches its description.
How do I install Card Sort Analysis in Codex?
Run `npx skills add Owl-Listener/designer-skills --skill card-sort-analysis -a codex`. Or copy the skill folder (design-research/skills/card-sort-analysis in Owl-Listener/designer-skills) into .agents/skills/card-sort-analysis in your project. Codex loads it when a task matches its description.
Can I use Card Sort Analysis in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Owl-Listener/designer-skills --skill card-sort-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/card-sort-analysis, .gemini/skills/card-sort-analysis, .github/skills/card-sort-analysis and .opencode/skills/card-sort-analysis in your project.
What does Card Sort Analysis need to run?
SKILL.md names no scripts, command-line tools or credentials: Card Sort Analysis is instructions for the agent only.
Does Card Sort Analysis access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Card Sort Analysis safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Card Sort Analysis use?
Card Sort Analysis is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Card Sort Analysis use?
About 287 tokens (SKILL.md is roughly 1.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Card Sort Analysis?
Skills that share tags, products or a category with Card Sort Analysis: Impeccable (bestofjs/bestofjs, 3.1k stars), Interface Design for Dashboards and Apps (holaboss-ai/holaOS, 11k stars), Animate (growupanand/ConvoForm, 101 stars) and Migrate Content Ia (docker/docs, 4.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Card Sort Analysis?
Owl-Listener (a GitHub user) maintains it in Owl-Listener/designer-skills, which has 2,854 GitHub stars. The repository holds 107 skills in this directory. The repository was last updated on September 5, 2026.
Source: Owl-Listener/designer-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.