Experiment Type Selection
Choose the right product experiment type: superiority, non-inferiority, equivalence, A/B/n, or holdback-backed validation. Use when deciding what kind of A/B test to run, when the question is not simply "is variant better," when validating no degradation, proving similarity, comparing multiple variants, or selecting an experiment design for a mature product.
Product Managementv0.1.0MITpractical-ab-testingab-testingexperimentationexperiment-designproduct-analytics
Install
npx skills add LVTD-LLC/skills --skill experiment-type-selectionFrom `SKILL.md`
Use this skill when the experiment question determines the test type. Not every experiment should be a simple superiority test; some decisions need evidence that a change is not worse, roughly equivalent, or durable over time.