Experimentation toolbox

Practical checklists, runbooks, and templates to standardize setup, sampling, controls, and execution and reduce avoidable experimental variability.

Checklist

Experiment design and setup checklist

An interactive checklist to confirm an experiment is designed to produce interpretable, reproducible results. Walk through hypothesis, endpoints, controls, sampling and power, protocols, pre-registration, data capture and QC, stopping rules, analysis plans, and compliance. Save answers and notes to record readiness and next steps.

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Checklist

Experiment design & pre-registration checklist

Interactive checklist to design, document, and pre-register robust experiments. Captures the research question, hypothesis, design choices, randomization and blinding, sample-size and power details, analysis plan, success criteria, reproducibility and data-sharing plans, ethics and preregistration status, and sign-off — stored for repeatable organizational memory.

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