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Experiment Design

A protocol for designing statistically sound experiments that produce decisions, not noise. Sample size, guardrails, readout criteria.

When Claude uses this skill

Designing, speccing, or reviewing A/B tests or multivariate experiments. Or when someone proposes a test without specifying sample size, duration, or success criteria.

What the skill produces

An experiment spec: hypothesis, sample size, duration, guardrails, primary and secondary metrics, decision criteria, and a readout template.

Ship inside Claude

This skill runs automatically when you install Orbit.

No setup, no prompt engineering. Install the MCP extension and ask Claude any lifecycle marketing question — Orbit routes to the right skill without you having to choose.

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