Analyzes A/B test results correctly — computes statistical significance, power, effect size, and minimum detectable effect, and warns against peeking, novelty effects, and underpowered tests. Use when asked "is my A/B test significant", "can I call this test a winner", "did my experiment reach significance", or "how do I read my experiment results".