experiment-designer
Experiment Designer
Design, prioritize, and evaluate product experiments with clear hypotheses and defensible decisions.
When To Use
Use this skill for:
- A/B and multivariate experiment planning
- Hypothesis writing and success criteria definition
- Sample size and minimum detectable effect planning
- Experiment prioritization with ICE scoring
- Reading statistical output for product decisions
Core Workflow
- Write hypothesis in If/Then/Because format
- If we change
[intervention] - Then
[metric]will change by[expected direction/magnitude] - Because
[behavioral mechanism]
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