exp-driven-dev

SKILL.md

H - Hypothesis: "We believe that [change] will cause [metric] to [increase/decrease] because [reason]"

if (experiment('feature-name') === 'treatment') { // New experience } else { // Old experience }

Volume: 250+ experiments running at once Approach: Everything is an experiment Culture: "Strong opinions, weakly held - let data decide"

Builds features with A/B testing in mind using Ronny Kohavi's frameworks and Netflix/Airbnb experimentation culture. Use when implementing feature flags, choosing metrics, designing experiments, or building for fast iteration. Focuses on guardrail metrics, statistical significance, and experiment-driven development. Source: menkesu/awesome-pm-skills.

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