Check a dataset before analysis
Find missing values, inconsistent formats, duplicates, and questions that could invalidate results.
Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
--- version: 4.1.0-fractal name: ab-test-setup-3dfe4b844909 description: Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness. --- # A/B Test Setup ## 1️⃣ Purpose & Scope Ensure every A/B test is **valid, rigorous, and safe** before a single line of code is written. - Prevents "peeking" - Enforces statistical power - Blocks invalid hypotheses --- ## 2️⃣ Pre-Requisites You must have: - A clear user problem - Access to an analytics source - Roughly estimated traffic volume ## 🧠 Knowledge Modules (Fractal Skills) ### 1. [Hypothesis Quality Checklist](./sub-skills/hypothesis-quality-checklist.md) ### 2. [3️⃣ Hypothesis Lock (Hard Gate)](./sub-skills/3-hypothesis-lock-hard-gate.md) ### 3. [4️⃣ Assumptions & Validity Check (Mandatory)](./sub-skills/4-assumptions-validity-check-mandatory.md) ### 4. [5️⃣ Test Type Selection](./sub-skills/5-test-type-selection.md) ### 5. [6️⃣ Metrics Definition](./sub-skills/6-metrics-definition.md) ### 6. [7️⃣ Sample Size & Duration](./sub-skills/7-sample-size-duration.md) ### 7. [8️⃣ Execution Readiness Gate (Hard Stop)](./sub-skills/8-execution-readiness-gate-hard-stop.md) ### 8. [During the Test](./sub-skills/during-the-test.md) ### 9. [Analysis Discipline](./sub-skills/analysis-discipline.md) ### 10. [Interpretation Outcomes](./sub-skills/interpretation-outcomes.md) ### 11. [Test Record (Mandatory)](./sub-skills/test-record-mandatory.md)--- version: 4.1.0-fractal name: ab-test-setup-3dfe4b844909 description: Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness. --- # A/B Test Setup ## 1️⃣ Purpose & Scope Ensure every A/B test is **valid, rigorous, and safe** before a single line of code is written. - Prevents "peeking" - Enforces statistical power - Blocks invalid hypotheses --- ## 2️⃣ Pre-Requisites You must have: - A clear user problem - Access to an analytics source - Roughly estimated traffic volume ## 🧠 Knowledge Modules (Fractal Skills) ### 1. [Hypothesis Quality Checklist](./sub-skills/hypothesis-quality-checklist.md) ### 2. [3️⃣ Hypothesis Lock (Hard Gate)](./sub-skills/3-hypothesis-lock-hard-gate.md) ### 3. [4️⃣ Assumptions & Validity Check (Mandatory)](./sub-skills/4-assumptions-validity-check-mandatory.md) ### 4. [5️⃣ Test Type Selection](./sub-skills/5-test-type-selection.md) ### 5. [6️⃣ Metrics Definition](./sub-skills/6-metrics-definition.md) ### 6. [7️⃣ Sample Size & Duration](./sub-skills/7-sample-size-duration.md) ### 7. [8️⃣ Execution Readiness Gate (Hard Stop)](./sub-skills/8-execution-readiness-gate-hard-stop.md) ### 8. [During the Test](./sub-skills/during-the-test.md) ### 9. [Analysis Discipline](./sub-skills/analysis-discipline.md) ### 10. [Interpretation Outcomes](./sub-skills/interpretation-outcomes.md) ### 11. [Test Record (Mandatory)](./sub-skills/test-record-mandatory.md)
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