hypothesis-design
From the author
Formulate clear, testable hypotheses for product experiments. Use when designing experiments to validate solutions.
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npx skills add itseffi/agentic-os --skill hypothesis-design -a claude-code
Installs to .claude/skills/hypothesis-design/ · Each command fetches the skill straight from GitHub with the open skills CLI.
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Similar skills
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- experiment-designrampstackco/claude-skillsA discipline for designing experiments (A/B tests, multivariate, holdouts) so the results actually answer the question you asked. Hypothesis writing, sample size, duration, segment analysis, running discipline, matching a result to a pre-committed decision rule, and the common failure modes that produce confidently wrong shipping decisions. Use this skill whenever the user is planning a test that has not run yet: framing a hypothesis, sizing the sample, setting duration, choosing guardrails, or deciding whether something is worth testing at all. Triggers on design an experiment, experiment plan, A/B test, split test, multivariate test, holdout, experiment hypothesis, sample size, minimum detectable effect, MDE, test duration, guardrail metric, no peeking, pre-committed decision rule, is this worth testing. Use `experimentation-analytics` instead when the test has already run and the question is how to read the result panel.Design★ 992
- define-hypothesisproduct-on-purpose/pm-skillsDefines a testable hypothesis with clear success metrics and a validation approach. Use when forming assumptions to test or aligning a team on what success looks like, before any experiment is designed. To design the A/B test or experiment that will validate the hypothesis, use measure-experiment-design.Testing★ 757
- measure-experiment-designproduct-on-purpose/pm-skillsDesigns an A/B test or experiment with variants, success metrics, sample size, and duration for an existing hypothesis. Use when planning an experiment to validate a product change or test an assumption you have already framed. To articulate the hypothesis itself first, use define-hypothesis.Design★ 757
- hypothesis-testerjeremylongshore/tons-of-skills-marketplaceStructured hypothesis formulation, experiment design, and results interpretation for Product Managers. Use when the user needs to validate an assumption, design an A/B test, or evaluate results. Trigger with "hypothesis", "A/B test", "experiment", "validate assumption", "test this", or "should we ship".Testing★ 2.9K
- experiment-designeralirezarezvani/claude-skillsUse when planning product experiments, writing testable hypotheses, estimating sample size, prioritizing tests, or interpreting A/B outcomes with practical statistical rigor.Testing★ 28.6K
- a-b-test-designInfrasity-Labs/dev-gtm-claude-skillsDesign rigorous A/B tests with hypotheses, variants, metrics, and sample size calculations.Testing★ 143
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