A/B Test Design Brief
Build product A/B test briefs with hypotheses, success metrics, guardrails, baselines, proxy metrics, eligibility, variants, randomization, confidence, and launch criteria. Use when planning an A/B test from a product idea, writing an experiment spec, defining test/control variants, choosing metrics, or checking whether an experiment is ready to run.
Product Managementv0.1.0MITpractical-ab-testingab-testingexperimentationproduct-analyticsmetrics
Install
npx skills add LVTD-LLC/skills --skill ab-test-design-briefFrom `SKILL.md`
Use this skill to turn a product change into a decision-ready A/B test brief. It focuses on experiment anatomy: hypothesis, metrics, baselines, variants, eligibility, randomization, confidence, and launch criteria.