Individual skill
ab-test-design-brief
Build product A/B test briefs with hypotheses, success metrics, guardrails, baselines, proxy metrics, eligibility, variants, randomization, confidence, and launch criteria. Use when planning an A/B test from a product idea, writing an experiment spec, defining test/control variants, choosing metrics, or checking whether an experiment is ready to run.
plugins/LVTD-LLC/skills/skills/ab-test-design-brief/SKILL.md
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SKILL.mdcore · 3,559 bytesguidelines.mddoc · 1,502 bytesreferences/core/examples.mddoc · 1,670 bytesreferences/core/knowledge.mddoc · 2,508 bytesreferences/core/rules.mddoc · 2,171 bytesworkflows/create-ab-test-brief.mddoc · 2,311 bytes
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# A/B Test Design Brief
Use this skill to turn a product change into a decision-ready A/B test brief.
It focuses on experiment anatomy: hypothesis, metrics, baselines, variants,
eligibility, randomization, confidence, and launch criteria.
## Source Traceability
Primary source: Practical A/B Testing by Leemay Nassery. Guidance is
transformed and paraphrased from chapter 2, especially "Creating a Clear
Hypothesis" through "Summarizing the For You A/B Test" in the working text
analysis at lines 1203-1942. Related motivation and variant examples come from
chapter 1 lines 394-718.
