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A/B test analysis: significance and decision v1.0.0

Use this resource to analyse A/B test results and decide what to ship

New

  • 395 downloads
  • 199 likes
  • 110 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install ab-test-result-analysis

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent checks the test is valid, computes statistical significance and confidence intervals, then recommends shipping, extending or stopping the variant. It can write a Python script for the calculations. You get a reasoned decision.

Mostly picked by

Updated November 2, 2026

Card for the “A/B test analysis: significance and decision” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: test validity checks (hypothesis, split, duration, guardrail metrics)
  • SKILL.md: statistical calculations and a ship, extend or stop recommendation

Good fit for

  • You need to know whether a variant really won
  • You hesitate to ship a new page after a test

Not for

    Tags

    • A/B test
    • significance
    • conversion
    • statistics
    • decision

    About

    You say

    “Analyse this A/B test on my checkout page, primary metric conversion rate, with the attached export.”

    Card for the “A/B test analysis: significance and decision” skill

    Skill published by phuryn under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to analyse A/B test results and decide what to ship
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md3.6 KB

    Origin and licence

    Listed unmodified

    Author
    phuryn
    Source
    github.com/phuryn/pm-skills/tree/07b34f64ee828df08953f505b7f747aef85ae7c6/pm-data-analytics/skills/ab-test-analysis
    Licence
    MIT

    Notice

    « ab-test-analysis » (phuryn, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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