Installable skillMIT

A/B Test Setup

Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.

BY DokhacgiakhoaUPDATED Oct 28, 2026
INTENDED FOR◈OpenClawInstall in a listed agent.

instructions.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)
COMPATIBILITY & REFERENCES

Platform guidance

Imported from the listed AgentSkill.sh category. Complete supplied package files and notices are retained. Required external tools and credentials are not installed. No bundled code was executed during import. Individual agent task behavior has not been tested.