# ad-test-designer

> Use when the user asks to "design an A/B test", "set up a creative/landing test", "run an incrementality test", or "is…

Use when the user asks to "design an A/B test", "set up a creative/landing test", "run an incrementality test", or "is this result statistically and practically material?"; produces a hypothesis, variant matrix, sample-size/duration/power plan, and a documented effect/uncertainty read from own exported results. It applies only a precommitted owner-approved action rule; the statistical helper never chooses a business action. Not for producing variants — use ad-creative-builder; not for reading back one shipped change — use paid-measurement-loop. 广告AB测试设计/实验设计/显著性判定/增效测试

- Type: Skill
- Made by: aaron-he-zhu
- Category: Marketing & SEO
- Formats: Skills
- Version: 20.1.0
- Source: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/ad/orchestrate/ad-test-designer
- Page: https://pluginboard.ai/skills/ad-test-designer

## Works with

- ChatGPT
- Claude
- Gemini
- GitHub Copilot
- Cursor
- Claude Code
- Codex
- Antigravity
- Gemini CLI
- Replit
- OpenClaw
- OpenCode
- Hermes Agent

## Install

### ChatGPT

In ChatGPT: Download the ad-test-designer folder and zip it, then Plugins → Skills → Create → Upload from your computer. Business and Enterprise plans.

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/ad/orchestrate/ad-test-designer

### Claude

In Claude (web or desktop): Download the ad-test-designer folder and zip the folder itself, then upload it in Customize → Skills.

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/ad/orchestrate/ad-test-designer

### Gemini

In Gemini: Download the ad-test-designer folder, then at gemini.google.com click Customize → Skills → Create → Upload and pick the folder (or a .zip of it).

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/ad/orchestrate/ad-test-designer

### GitHub Copilot

Run in your terminal:

```shell
npx -y degit aaron-he-zhu/aaron-marketing-skills/ad/orchestrate/ad-test-designer ~/.copilot/skills/ad-test-designer
```

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/ad/orchestrate/ad-test-designer

### Cursor

Run in your terminal:

```shell
npx -y degit aaron-he-zhu/aaron-marketing-skills/ad/orchestrate/ad-test-designer ~/.cursor/skills/ad-test-designer
```

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/ad/orchestrate/ad-test-designer

### Claude Code

Run in your terminal:

```shell
npx -y degit aaron-he-zhu/aaron-marketing-skills/ad/orchestrate/ad-test-designer ~/.claude/skills/ad-test-designer
```

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/ad/orchestrate/ad-test-designer

Or all of Aaron Marketing Skills, in Claude Code:

```text
/plugin marketplace add aaron-he-zhu/aaron-marketing-skills
/plugin install aaron-marketing@aaron
```

### Codex

Run in your terminal:

```shell
npx -y degit aaron-he-zhu/aaron-marketing-skills/ad/orchestrate/ad-test-designer ~/.agents/skills/ad-test-designer
```

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/ad/orchestrate/ad-test-designer

### Antigravity

In Antigravity: Copy the ad-test-designer folder into ~/.gemini/config/skills (Antigravity app and IDE) or ~/.gemini/antigravity-cli/skills (Antigravity CLI).

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/ad/orchestrate/ad-test-designer

### Gemini CLI

Run in your terminal:

```shell
npx -y degit aaron-he-zhu/aaron-marketing-skills/ad/orchestrate/ad-test-designer ~/.gemini/skills/ad-test-designer
```

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/ad/orchestrate/ad-test-designer

### Replit

Run in your terminal:

```shell
npx -y degit aaron-he-zhu/aaron-marketing-skills/ad/orchestrate/ad-test-designer .agents/skills/ad-test-designer
```

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/ad/orchestrate/ad-test-designer

### OpenClaw

Run in your terminal:

```shell
npx -y degit aaron-he-zhu/aaron-marketing-skills/ad/orchestrate/ad-test-designer ~/.openclaw/skills/ad-test-designer
```

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/ad/orchestrate/ad-test-designer

### OpenCode

Run in your terminal:

```shell
npx -y degit aaron-he-zhu/aaron-marketing-skills/ad/orchestrate/ad-test-designer ~/.config/opencode/skills/ad-test-designer
```

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/ad/orchestrate/ad-test-designer

### Hermes Agent

Run in your terminal:

```shell
npx -y degit aaron-he-zhu/aaron-marketing-skills/ad/orchestrate/ad-test-designer ~/.hermes/skills/ad-test-designer
```

View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/ad/orchestrate/ad-test-designer

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From Pluginboard (https://pluginboard.ai).