Catalog / Skills

Inclusive Experiment Analysis

Evaluate A/B tests for inclusive product impact across user groups, accessibility needs, device constraints, privacy behavior, bandwidth, geography, and underrepresented segments. Use when checking whether an experiment benefits or harms different user groups, planning segmentation dimensions, auditing test/control balance, interpreting subgroup effects, or reviewing product changes for inclusive experimentation.

Product Managementv0.1.0MITpractical-ab-testingab-testingexperimentationinclusive-designproduct-analytics

Install

npx skills add LVTD-LLC/skills --skill inclusive-experiment-analysis

From `SKILL.md`

Use this skill to make sure experiment design and readouts consider the range of users affected by a product change. It focuses on subgroup impact, accessibility, representation, data dimensions, and unintended harm.