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Skill

A B Test Design

Design rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.

Type
Skill
GitHub stars
2.8k
License
MIT
Repo last updated
Sep 5, 2026
Source file
README.md

What A B Test Design is

A B Test Design is a skill published in the Owl-Listener/designer-skills repository on GitHub, which has about 2.8k stars. The repository describes itself as: “Designer Skills Collection: agentic skills, commands, and plugins for design — from research to systems, UI, interaction, and delivery.”

A skill is a folder with a SKILL.md file: frontmatter with a name and a description, followed by instructions Claude follows. Claude loads a skill automatically when a task matches its description, and you can also run it directly with a slash and its name.

Skills work in Claude Code and in Claude Cowork, which makes A B Test Design a portable way to give Claude the same method everywhere.

How to install A B Test Design

Claude Code

  1. Download the a-b-test-design folder from the repository.
  2. Save it as ~/.claude/skills/<skill-name>/SKILL.md for all projects, or .claude/skills/<skill-name>/SKILL.md for one project.
  3. Claude loads it automatically when a task matches; you can also run it with / and its name.

Claude Cowork

  1. Zip the skill folder so SKILL.md sits at the top level of the folder.
  2. Open Customize → Skills, click +, then upload the ZIP.
  3. Start a task that matches the description, or call it by name with /.

New to extending Cowork? Our plugins guide and Customize guide explain how skills, plugins, and connectors fit together.

Inside the source file

An excerpt from README.md, shared under the repository's MIT license. Read the full file on GitHub.

Design skills for the agent era, written so an AI agent can actually use them.

273 skills and 76 commands across 33 plugins, in five collections, for Claude Code and Gemini CLI.

Not sure which skill you need? Start with the skill index — every skill in this repo arranged by the situation you're in, plus the pairs most often mistaken for each other.

Getting started (no coding needed)

These skills run inside an AI coding assistant. The easiest place to use them is Claude Code, and it takes three steps. No terminal required.

1. Get Claude Code. It's a free app from Anthropic (claude.com). Download it, sign in, and open it. You only do this once.

2. Add the suite. In Claude Code, type this and press enter:

/plugin marketplace add Owl-Listener/designer-skills

This just tells Claude where the skills live. Nothing installs yet.

3. Pick what you want. Type /plugin and press enter, then open the Discover tab. You'll see all the collections. Move with the arrow keys, press space to tick the ones you want, and enter to install. That's it.

4. Don't know which skill you need? Type /designer-toolkit:start-here and say what you're working on. It names the stage you're at, gives you one command to run now and the two that follow it, and tells you what you can skip. Use it whenever you're unsure where a piece of work begins.

I only want the design skills, not everything

Same three steps. On the Discover list in step 3, just tick the design ones, design-research, design-systems, ui-design, interaction-design, and so on, and leave the rest. Install as few or as many as you like, and come back for more any time.

I only want one specific collection

Each collection also has its own door. Swap the command in step 2 for the one you want, for example:

/plugin marketplace add Owl-Listener/inclusive-design-skills

Then do step 3 the same way.

Prefer Gemini CLI?

Each plugin is also a Gemini CLI extension. From your project root:

git clone https://github.com/Owl-Listener/designer-skills /tmp/designer-skills
mkdir -p .gemini/extensions
cp -r /tmp/designer-skills/.gemini/extensions/. .gemini/extensions/

The five collections

The other four collections each live in their own repo, with their own stars and full detail, and this marketplace pulls their plugins in for you — so the one install above covers all five. This repo is the front door, and the home of the design-practice collection below.

Design practice (this repo)

Agentic skills, commands, and plugins for design, from research to systems, UI, interaction, and delivery. 111 skills and 34 commands across 9 plugins.

Plugins

These nine plugins ship from this repo — none of them has a separate repo, and there is nothing to clone. After adding the marketplace, install one by name:

/plugin install ux-strategy@designer-skills

All commands

What are skills and commands?

Skills are domain knowledge units — nouns. They teach Claude about a design topic: how to create a user persona, how to define design tokens, how to write a non-leading interview question.

Commands are workflows — verbs. They chain skills together to do a complete job: /design-research:discover runs personas, empathy map, and journey map in one go.

Before you install

  • Read the whole file first. Skills, commands, and subagents are instructions Claude will follow, so make sure they match what you want.
  • Check which tools, scripts, or MCP servers it uses. Local servers and scripts run with your permissions.
  • Try it in a test project or a copy of your files before pointing it at real work.
  • Pin the version you tested, and review changes before updating.
  • Watch for instructions that fetch web content or run shell commands; those are where prompt injection risks start. See our prompt injection guide.

FAQ

What is A B Test Design?

A B Test Design is a skill for Claude Code and Claude Cowork from the Owl-Listener/designer-skills repository on GitHub. Design rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.

How do I install A B Test Design in Claude Code?

Download the a-b-test-design folder from the repository. Save it as ~/.claude/skills/<skill-name>/SKILL.md for all projects, or .claude/skills/<skill-name>/SKILL.md for one project. Claude loads it automatically when a task matches; you can also run it with / and its name.

Can I use A B Test Design in Claude Cowork?

Zip the skill folder so SKILL.md sits at the top level of the folder. Open Customize → Skills, click +, then upload the ZIP. Start a task that matches the description, or call it by name with /.

Is A B Test Design safe to install?

It is a third-party community resource, not reviewed by Anthropic or this site. Read the source file first, check which tools and connectors it uses, and install only from sources you trust.

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Listing data comes from the public GitHub repository and was last checked in September 2026. Excerpts are © their authors and shared under MIT. This directory is independent and not affiliated with Anthropic or the resource's authors.