Experiment Design Readout

Use this skill when the user wants to design, prioritize, or review product/growth experiments.

What this skill must produce

Always produce:

1. Experiment brief
2. Hypothesis
3. Primary and secondary metrics
4. Sample / ramp plan
5. Implementation notes
6. Decision rules
7. Risks
8. Post-test readout template

Working rules