ab-test-generator SKILL.md skillA

ab-test-generator from humblytics/humblytics-marketing-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add humblytics/humblytics-marketing-skills/ab-test-generator@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
humblytics/humblytics-marketing-skills
Path
skills/ab-test-generator/SKILL.md
Versions recorded
5
Latest version
v1.0.0, committed Jul 23, 2026
First version recorded
Apr 18, 2026
Size
12,598 bytes
Repository stars
85
License
MIT

Reads page analytics and click data from Humblytics, generates A/B test hypotheses with element selectors, and launches no-code split tests via the Humblytics MCP. Use when creating A/B tests, split tests, multivariate tests, or when you need to test headlines, CTAs, layouts, or pricing. Triggers: A/B test, split test, experiment, test hypothesis, launch test, variant.

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

# A/B Test Generator

## Purpose

Generate data-driven A/B test configurations from Humblytics analytics and heatmap data. This skill creates complete test definitions including hypotheses, variant specifications with CSS/element selectors, success metrics, sample size requirements, and can launch tests directly through the Humblytics MCP.

Live data comes from the Humblytics MCP (server `humblytics`) — read tools like `get_page_details`, `get_clicks_details`, and `get_split_test_recommendations`, and write tools like `create_split_test`, `update_split_test`, and `stop_split_test`.

## When to Use

- Creating A/B tests from conversion data or heatmap insights
- Generating test hypotheses for a specific page or funnel step
- Launching no-code split tests via the Humblytics MCP
- Calculating required sample size and test duration
- Designing multivariate test matrices
- Reviewing and iterating on existing test results

## Setup
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add humblytics/humblytics-marketing-skills/ab-test-generator@sha256:36b8f8a49a030759

The line at the top of this page pins the label v1.0.0, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_wx7acf52rh7gmzly.svg)](https://markdownregistry.com/a/art_wx7acf52rh7gmzly)

6 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Apr 18, 2026 and Jul 23, 2026, about one every 24 days.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-07-23 02064cf 12,598 BA view · diff
v1.0.02026-05-29 5833f8a 12,276 BA view · diff
v1.0.02026-05-13 049ffab 11,715 BA view · diff
v1.0.02026-05-01 988cf4a 9,962 BA view · diff
v1.0.02026-04-18 f6b57db 9,292 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (12598 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

GitHub

humblytics/humblytics-marketing-skills · 85 stars · license MIT · pushed 2026-10-01 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_wx7acf52rh7gmzly
GET https://markdownregistry.com/api/v1/resolve?ref=humblytics/humblytics-marketing-skills/ab-test-generator
GET https://markdownregistry.com/api/v1/blob/36b8f8a49a0307594aaa5d6c61bd8910ab4e2bbbd6512efb7a90656295cbfb1f

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.

More from humblytics/humblytics-marketing-skills

AGENTS.md AGENTS.md file
humblytics/humblytics-marketing-skills · AGENTS.md
git:20260724.92e8271 · audit A · 85 stars
ad-expert SKILL.md skill
humblytics/humblytics-marketing-skills · skills/ad-expert/SKILL.md · Expert in paid advertising across Meta (Facebook/Instagram), Google Ads, TikTok, LinkedIn, and YouTube. Specializes in…
v1.0.0 · audit A · 85 stars
content-strategist SKILL.md skill
humblytics/humblytics-marketing-skills · skills/content-strategist/SKILL.md · Content strategy expert specializing in all content formats: long-form articles, newsletters, social media, video…
v1.0.0 · audit A · 85 stars
copywriting SKILL.md skill
humblytics/humblytics-marketing-skills · skills/copywriting/SKILL.md · Conversion copywriter for landing pages, emails, ads, CTAs, headlines, product descriptions, and sales pages. Writes…
v1.0.0 · audit A · 85 stars
cro-optimizer SKILL.md skill
humblytics/humblytics-marketing-skills · skills/cro-optimizer/SKILL.md · CRO specialist that pulls live analytics data via the Humblytics MCP, analyzes conversion funnels, identifies drop-off…
v1.0.0 · audit A · 85 stars
email-sequences SKILL.md skill
humblytics/humblytics-marketing-skills · skills/email-sequences/SKILL.md · Email sequence specialist that designs multi-email drip campaigns — onboarding, lead nurture, re-engagement, abandoned…
v1.0.0 · audit A · 85 stars
funnel-reporter SKILL.md skill
humblytics/humblytics-marketing-skills · skills/funnel-reporter/SKILL.md · End-to-end SaaS funnel reporting pulling live data from Humblytics API. Reports on traffic sources, page performance…
v1.0.0 · audit A · 85 stars
heatmap-analyst SKILL.md skill
humblytics/humblytics-marketing-skills · skills/heatmap-analyst/SKILL.md · Click-engagement analyst that pulls element-level click data, a page-level scroll proxy, and bounce/exit signals from…
v1.0.0 · audit A · 85 stars
marketing-strategist SKILL.md skill
humblytics/humblytics-marketing-skills · skills/marketing-strategist/SKILL.md · Expert full-stack marketer specializing in funnel design, go-to-market engineering, conversion copywriting, email…
v1.0.0 · audit A · 85 stars
page-cro SKILL.md skill
humblytics/humblytics-marketing-skills · skills/page-cro/SKILL.md · Page-level conversion rate optimization. Audits any landing page, homepage, pricing page, or product page for…
v1.0.0 · audit A · 85 stars
revenue-attributor SKILL.md skill
humblytics/humblytics-marketing-skills · skills/revenue-attributor/SKILL.md · Revenue attribution specialist that connects Meta Ads, Google Ads, and Stripe revenue to show which campaigns actually…
v1.0.0 · audit A · 85 stars
seo-strategist SKILL.md skill
humblytics/humblytics-marketing-skills · skills/seo-strategist/SKILL.md · SEO specialist for keyword research, content gap analysis, on-page optimization, and technical SEO audits. Builds…
v1.0.0 · audit A · 85 stars

Every file in humblytics/humblytics-marketing-skills

Other files named ab-test-generator

ab-test-generator SKILL.md skill
affitor/affiliate-skills · skills/analytics/ab-test-generator/SKILL.md · Generate A/B test variants for affiliate content. Triggers on: "create A/B test", "test my headline", "optimize my…
v1.0.0 · audit A · 733 stars
ab-test-generator SKILL.md skill
gingg7260/affiliate-skills · skills/analytics/ab-test-generator/SKILL.md · Generate A/B test variants for affiliate content. Triggers on: "create A/B test", "test my headline", "optimize my…
v1.0.0 · audit A · 5 stars

Browse by kind, by grade A, or by owner.