BigHugger
sk Skill · coreyhaines31

ab-testing

When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments,"…

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This is an agent skill (a SKILL.md) that guides an AI coding agent through planning, designing, and analyzing A/B tests and growth experimentation programs. It covers hypothesis framing, sample size, metrics, variant design, running and analyzing tests, plus running an ongoing experimentation program with ICE prioritization and a playbook.

Use it when you want statistically valid, structured A/B test guidance or help building a repeatable experimentation practice.

Use it to

  • Design a hypothesis-driven A/B test
  • Calculate sample size and test duration
  • Choose primary, secondary, and guardrail metrics
  • Build an experiment backlog with ICE scoring
  • Document and analyze test results

For Growth and product teams running or starting A/B tests

Host repository
coreyhaines31/marketingskills
Version
2.0.0
Installs, lifetime
59k
Installs, 8 weeks
24k
Host stars
51k
Host language
JavaScript
topicsab-testingexperimentationgrowthstatisticsanalyticscro