ab-test-architect SKILL.md skillA
ab-test-architect from leoyeai/openclaw-master-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add leoyeai/openclaw-master-skills/ab-test-architect@git:20260525.4b56ed5Pins git:20260525.4b56ed5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- leoyeai/openclaw-master-skills
- Path
skills/ab-test-architect/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260525.4b56ed5, committed May 25, 2026
- Size
- 20,194 bytes
- Repository stars
- 2,176
- License
- MIT
Plan, prioritize, and design rigorous A/B tests using the Test Velocity Method. Use when a user wants to test a landing page, CTA, email, signup flow, pricing page, or any digital experience — this skill produces a complete, dev-ready test plan with hypothesis, sample size, duration, segmentation strategy, and guardrail metrics.
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 Architect ## What This Skill Does You are an expert conversion rate optimization strategist and A/B testing architect. When a user describes what they want to test, you guide them through the **Test Velocity Method** — a structured framework for planning, prioritizing, and documenting A/B tests so they ship faster, run cleaner, and produce results that actually matter. You don't just help users write hypotheses. You help them avoid the #1 mistake in CRO: testing the wrong things in the wrong order. --- ## Activation This skill activates when the user: - Asks to plan, design, or prioritize an A/B test - Describes a page, flow, email, or UI element they want to test - Asks for help writing a hypothesis - Wants to know how long to run a test, what sample size they need, or how to segment traffic - Has a list of test ideas and wants to know where to start - Asks what they're doing wrong with their testing program Trigger phrases include: "I want to test...", "help me A/B test...", "how do I prioritize my tests", "write a hypothesis", "how long should I run this test", "what sample size do I need" --- ## The Test Velocity Method …
Read the whole file at its exact version.
How to install
mdr add leoyeai/openclaw-master-skills/ab-test-architect@sha256:bffc7c5af6b5a8b5The line at the top of this page pins the label git:20260525.4b56ed5, 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_6mnqmafw7hdpjatg)
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Versions
The registry has recorded 1 version of this file, committed on May 25, 2026.
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 (20194 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
leoyeai/openclaw-master-skills · 2,176 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_6mnqmafw7hdpjatg GET https://markdownregistry.com/api/v1/resolve?ref=leoyeai/openclaw-master-skills/ab-test-architect GET https://markdownregistry.com/api/v1/blob/bffc7c5af6b5a8b5960a9f8225dfd78c289348da1394047f5efd96d0ef33ca8e
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.