Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
Scanned 5/27/2026
Install via CLI
openskills install H4D3ZS/vscodium-rust---
version: 4.1.0-fractal
name: ab-test-setup
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)
No comments yet. Be the first to comment!
Use this skill when developing or maintaining browser extension code in the `browser/` directory, including Chrome/Firefox/Edge compatibility, content scripts, background scripts, or i18n updates.