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ab-test-architect

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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.

When to use

• Plan A/B tests
• Prioritize test ideas
• Design A/B tests
• Write hypotheses
• Determine sample size
• Determine test duration
• Segment traffic
• Test landing pages, CTAs, emails, signup flows, pricing pages

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