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ab-test-plan

Generate prioritized AB-test candidates with hypotheses, variables, and variations.

Updated Apr 30, 2025
Search Tags:#prioritization#conversion#hypothesis#landing-page#ab-testing#test-variables
One-click install
npx skills add https://github.com/a-tabiji/atima-lp --skill ab-test-plan-a-tabiji
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ab-test-plan
Source: https://github.com/a-tabiji/atima-lp/tree/main/.claude/skills/ab-test-plan
Command: npx skills add https://github.com/a-tabiji/atima-lp --skill ab-test-plan-a-tabiji

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Propose structured AB-test candidates to validate hypotheses, focusing on impact and prioritization.

Core Features & Use Cases

  • Generate test candidates with hypotheses, variables, variations, and impact estimates
  • Rank tests by expected impact and feasibility for quick prioritization
  • Provide a repeatable format to communicate test plans to stakeholders

Quick Start

Propose an AB test plan for a new hero headline by specifying a hypothesis, variables, variations, and a prioritization score.

Frequently Asked Questions about ab-test-plan

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I create an AB test plan for landing page conversions?▼

To create an AB test plan for landing-page conversions, you define structured hypotheses, test variables, specific variations, expected impact estimates, and a prioritization ranking for elements like hero text or CTAs.

What is a structured hypothesis for AB testing?▼

A structured hypothesis for AB testing is a clear statement defining the test variables, proposed variations, and expected impact, ensuring your landing-page test candidates are actionable and easily validated.

How do I prioritize AB tests for expected impact?▼

You prioritize AB tests by ranking each candidate based on its expected impact and feasibility, allowing you to focus on high-impact landing-page conversion scenarios like layout and sequencing changes.

What landing page elements should I include in AB test variables?▼

Landing-page AB test variables should include actionable elements like hero text, call-to-action buttons, page layout, and content sequencing to effectively target and improve conversion rates.

Can I use this approach to communicate test plans to stakeholders?▼

Yes, this approach provides a repeatable format that structures hypotheses, variations, and prioritization scores, making it easy to communicate clear AB test plans to stakeholders.

What is the best way to define success metrics for AB testing?▼

The best way to define success metrics for AB testing is to align them with your structured hypotheses and expected impact, ensuring clear measurement criteria for landing-page conversion improvements.

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