ai-ab-testing SKILL.md skillA
ai-ab-testing from allinherog-star/ai-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add allinherog-star/ai-skills/ai-ab-testing@git:20260525.c384b6dPins git:20260525.c384b6d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- allinherog-star/ai-skills
- Path
skills/ai-ab-testing/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260525.c384b6d, committed May 25, 2026
- First version recorded
- May 19, 2026
- Size
- 5,271 bytes
- Repository stars
- 53
- License
- none declared
A/B 测试设计助手适合市场营销、产品、运营、software在用户提出“这个改动值得测吗”这类问题，需要快速拆解目标、判断重点并形成可执行结果时使用，帮助基于输入材料生成转化问题优先级、可复制改稿、实验或跟进行动清单。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# ai-ab-testing A/B 测试设计助手
[快速开始](https://github.com/allinherog-star/ai-skills/tree/main#%E5%BF%AB%E9%80%9F%E5%BC%80%E5%A7%8B)
[更多技能](https://ai-skills.ai)
### 概述
A/B 测试设计助手用于回答「这个改动值得测吗」、增长实验、转化优化、数据决策，适合市场营销、产品、运营、software在明确业务目标、内容材料或分析对象后调用。
它会结合页面、流程或实验材料、粘贴页面文案、流程说明、实验想法、转化目标、用户反馈或阻力线索。等输入，整理关键上下文，并输出转化问题优先级、可复制改稿、实验或跟进行动清单，便于继续执行、复盘或交付。
能力定位补充：skills.sh trending 信号显示 ab-testing 有用户需求；平台展示为 growth_cro_sales 业务助手目录，输出可复核诊断、建议或生产准备包。
### 什么时候使用
**适用场景**
- 用户提出“这个改动值得测吗”这类问题，需要快速拆解目标、判断重点并形成可执行结果
- 市场营销、产品、运营、software需要围绕A/B 测试设计助手生成转化问题优先级、可复制改稿、实验或跟进行动清单
- 用户已经准备了转化目标（说明要优化的注册、激活、升级、留存、付费或实验指标。）、目标用户（说明用户阶段、细分人群、流量来源、设备或使用场景。）、页面或流程链接（填写公开可访问的落地页、注册页、付费墙、流程或参考链接。），希望整理成可执行的分析或优化结果
- 用户需要把A/B 测试设计助手相关材料转成清晰结论、优先级和下一步动作
### 调用方式
通过导出的 Python runner 直接调用 AI Skills API：
### 命令示例
**基础调用**
```bash
python3 scripts/run.py --params '{}'
```
**带常用参数调用**
```bash
python3 scripts/run.py --params '{"goal":"转化目标"}'
```
### 参数说明
| 参数 | 类型 | 必填 | 默认 | 说明 |
| --- | --- | --- | --- | --- |
| `goal` | string | 否 | - | 说明要优化的注册、激活、升级、留存、付费或实验指标 |
| `audience` | string | 否 | - | 说明用户阶段、细分人群、流量来源、设备或使用场景 |
…Read the whole file at its exact version.
How to install
mdr add allinherog-star/ai-skills/ai-ab-testing@sha256:6eaed50a1af5e21bThe line at the top of this page pins the label git:20260525.c384b6d, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_og7xgj2lnouk2w5w)
0 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between May 19, 2026 and May 25, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260525.c384b6d latest | 2026-05-25 | c384b6d | 5,271 B | A | view · diff |
| git:20260522.b8f7caf | 2026-05-22 | b8f7caf | 5,281 B | A | view · diff |
| git:20260519.6a8f371 | 2026-05-19 | 6a8f371 | 4,178 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5271 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
allinherog-star/ai-skills · 53 stars · license none declared · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_og7xgj2lnouk2w5w GET https://markdownregistry.com/api/v1/resolve?ref=allinherog-star/ai-skills/ai-ab-testing GET https://markdownregistry.com/api/v1/blob/6eaed50a1af5e21bd93845a821ba282bc792d7243c5aaf30615f2a561aae8e23
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.