---
title: "A/B Test Analysis - Air Market"
description: "Your experiment has numbers in it and you need to know whether they mean anything yet. This checks the statistics - significance, whether you had enough people, the range the result really sits in -…"
canonical: "https://airmarket.ai/app/ab-test-analysis"
---

[Air Market](/) / [Data & Analytics](/category/data) / A/B Test Analysis

Skill by [Pawel Huryn](/@phuryn)

# A/B Test Analysis

Decide whether to ship the variant or keep waiting

## What this does

Your experiment has numbers in it and you need to know whether they mean anything yet. This checks the statistics - significance, whether you had enough people, the range the result really sits in - and comes back with a call on shipping, running longer, or stopping. Reach for it when the results are in and the decision is yours.

### Top 3 things it does for you

- Check whether a test actually reached significance
- Read what your split test results mean
- Decide whether to ship, extend, or stop

## Information

**A/B Test Analysis at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Pawel Huryn](/@phuryn) |
| Category | [Data & Analytics](/category/data) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 4 KB |
| Licence | MIT |
| Repository | [phuryn/pm-skills](https://github.com/phuryn/pm-skills/tree/020ee82501d9c09f9b989517c4cf9641bad057ff/pm-data-analytics/skills/ab-test-analysis) |
| GitHub stars | 25,589 (as of Nov 2026) |
| Installs | 3,026, counted by skills.sh (Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of A/B Test Analysis and flagged nothing. AIR's verdict: **safe**.

**What A/B Test Analysis's check was run against**

|  |  |
| --- | --- |
| Commit | 020ee82501d9c09f9b989517c4cf9641bad057ff |
| Content hash | 344e347185637676a8bb9c4c3c9848cff2151f12e4ff110f5d3cb11d92a2f149 |
| Files read | [Browse the files at this exact commit](https://github.com/phuryn/pm-skills/blob/020ee82501d9c09f9b989517c4cf9641bad057ff/pm-data-analytics/skills/ab-test-analysis/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for A/B Test Analysis](/security/ab-test-analysis)

## About A/B Test Analysis

Analyzes A/B test results: statistical significance, sample size validation, and confidence intervals, ending in a ship, extend, or stop recommendation.

For evaluating experiment results, checking whether a test has reached significance, interpreting split test data, and deciding whether a variant should go live.

## What's inside

- SKILL.md - instructions

## Questions

### Is A/B Test Analysis safe to install?

AIR scanned this exact version of A/B Test Analysis and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 020ee82501d9, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/ab-test-analysis.

### How do I install A/B Test Analysis?

Open https://airmarket.ai/app/ab-test-analysis on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/phuryn/pm-skills/tree/020ee82501d9c09f9b989517c4cf9641bad057ff/pm-data-analytics/skills/ab-test-analysis. Install from that link, not the branch.

## Related on Air Market

- [More Data & Analytics listings](/category/data)
- [Everything by Pawel Huryn](/@phuryn)

---

Canonical URL: <https://airmarket.ai/app/ab-test-analysis>