What does /lumen-abtest do?

It designs A/B tests with hypothesis, MDE, sample size, metrics, run time, and decision criteria.

How do I install /lumen-abtest?

Install Tonone for Claude Code via tonone.ai/get-started.

AI A/B Test Design with MDE and Sample Size

A/B tests run without proper design produce inconclusive results that everyone interprets to fit their bias. Without a defined MDE, the test never reaches significance. Without guardrails, the team ships a winning variant that hurt a metric nobody was watching.

The /lumen-abtest skill designs the test before launch: hypothesis in testable form, sample size required for statistical power, primary metric and guardrail metrics, minimum detectable effect, required run time, and explicit success/failure criteria.

Tonone's /lumen-abtest skill designs A/B tests with hypothesis, MDE, sample size, primary + guardrail metrics, run time, and decision criteria.

LumenProduct Analytics

/lumen-abtest

Designs an A/B test before it launches: defines the hypothesis in testable form, calculates the required sample size for statistical power, specifies the primary metric and guardrail metrics, sets a minimum detectable effect, determines the required run time, and defines the success and failure criteria clearly.

Before launching any experiment where you need to …

LumenProduct Analytics

/lumen-funnel

Analyzes a product funnel to find where users drop off and why. Maps conversion rates at each step, compares cohorts by acquisition channel and signup date, identifies the highest-impact drop-off points, and produces specific recommendations for activation, onboarding, and conversion improvements.

When activation is below target and it is unclear …

LumenProduct Analytics

/lumen-instrument

Designs an instrumentation plan for a feature or product area: event taxonomy with consistent naming conventions, event property schemas, a tracking plan mapping each user action to an event with its properties, and an implementation checklist. Produces a document both developers and analysts can work from confidently.

When adding analytics to a new feature before it s…

SurgeGrowth

/surge-experiment

Designs a single growth experiment with rigor: states the hypothesis in testable form, specifies the exact metric being tested and how it is measured, establishes a current baseline, calculates minimum detectable effect, determines required run time, and defines explicit kill conditions. One clear, unambiguous design per experiment.

Before running any growth experiment to ensure it …

Install

/lumen-abtest ships with the Lumen agent in Tonone for Claude Code.

1. Add to marketplace

$ claude plugin marketplace add tonone-ai/tonone

2. Install Lumen

$ claude plugin install lumen@tonone-ai

Frequently asked questions

What does /lumen-abtest do?: It designs A/B tests with hypothesis, MDE, sample size, metrics, run time, and decision criteria.
How do I install /lumen-abtest?: Install Tonone for Claude Code via tonone.ai/get-started.