pm-experiment

Design rigorous product experiments to validate hypotheses with clear success criteria. Use this skill whenever the user wants to test an assumption, says 'experiment', 'A/B test', '实验设计', '验证假设', 'hypothesis test', 'AB测试', '对照实验', or needs to compare two versions. Also trigger when the user says 'let me test this idea', 'which version is better', or 'how do we know if this works'. Converts gut feelings into statistically sound experiments with H0/H1, sample size, and decision rules.

By aimatrixling-bot schedule Updated 6/8/2026