What does /surge-experiment do?

It designs a single growth experiment with hypothesis, metric, baseline, MDE, run time, and kill conditions.

How do I install /surge-experiment?

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

AI Growth Experiment Design

Growth experiments are the activity teams do most carelessly. Hypothesis is implicit; metric is improvised; kill conditions are not defined. The result is experiments that run forever waiting for significance and decisions made by intuition rather than data.

The /surge-experiment skill designs a single experiment with rigor: testable hypothesis, exact metric and measurement, baseline, MDE, required run time, explicit kill conditions. One unambiguous design per experiment.

Tonone's /surge-experiment skill designs single growth experiments with hypothesis, metric, baseline, MDE, run time, and kill conditions.

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 …

SurgeGrowth

/surge-activation

Maps the activation funnel from first use to the moment the product delivers its core value (the aha moment). Identifies each step in the journey, measures drop-off rates at each step, and produces an ordered list of activation improvements ranked by expected impact and implementation effort.

When new user activation rates are below benchmark…

SurgeGrowth

/surge-retention

Analyzes retention curves to identify when and why users churn: examines cohort retention by acquisition channel and behavior segment, maps the activities that correlate with retention versus churn, and produces a playbook with specific re-engagement trigger logic, win-back sequence design, and habit loop recommendations.

When retention is below benchmark and you need to …

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 …

Install

/surge-experiment ships with the Surge agent in Tonone for Claude Code.

1. Add to marketplace

$ claude plugin marketplace add tonone-ai/tonone

2. Install Surge

$ claude plugin install surge@tonone-ai

Frequently asked questions

What does /surge-experiment do?: It designs a single growth experiment with hypothesis, metric, baseline, MDE, run time, and kill conditions.
How do I install /surge-experiment?: Install Tonone for Claude Code via tonone.ai/get-started.