Catalog / Skills

A/B Test Results Readout

Analyze and communicate A/B test results with metric readouts, subgroup analysis, data-quality checks, ad hoc investigation, visualization, and launch recommendations. Use when interpreting experiment results, preparing an A/B test report, explaining flat or mixed results, checking guardrails, segmenting test/control data, or turning experiment data into a product decision.

Product Managementv0.1.0MITpractical-ab-testingab-testingexperimentationanalyticsdata-visualization

Install

npx skills add LVTD-LLC/skills --skill ab-test-results-readout

From `SKILL.md`

Use this skill to turn experiment data into a clear decision. It emphasizes metric interpretation, data-quality checks, subgroup analysis, ad hoc analysis, visualization, and launch recommendations.