Adaptive Experimentation Strategy
Plan adaptive experimentation strategies beyond fixed-horizon A/B tests. Use when evaluating sequential testing, early stopping, multi-armed bandits, Thompson sampling, contextual bandits, dynamic traffic allocation, exploration/exploitation tradeoffs, or readiness for adaptive testing infrastructure.
Product Managementv0.1.0MITpractical-ab-testingnext-level-ab-testingab-testingexperimentationadaptive-testing
Install
npx skills add LVTD-LLC/skills --skill adaptive-experimentation-strategyFrom `SKILL.md`
Use this skill to decide whether and how to use adaptive testing strategies instead of fixed-horizon A/B tests. It covers sequential testing, multi-armed bandits, Thompson sampling, contextual bandits, exploration/exploitation, and the data and engineering rea