/surge-experiment

SurgeGrowth

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.

Install

This skill

Install Surge Experiment

1. Add to marketplace

$ claude plugin marketplace add tonone-ai/tonone

2. Install this skill

$ claude plugin install surge-experiment@tonone-ai

The agent

Install Surge

1. Add to marketplace

$ claude plugin marketplace add tonone-ai/tonone

2. Install Surge

$ claude plugin install surge@tonone-ai

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Full installation guide

Invoke this skill

Command|$ /surge-experiment

When to use

Before running any growth experiment to ensure it is properly designed and will produce an actionable result. When a growth idea exists but has not been turned into a testable hypothesis with defined success criteria. When past growth experiments produced inconclusive results because the design was ambiguous.

Deep dive

AI Growth Experiment Design

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

Read the article

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/surge-plg

Designs a product-led growth motion: self-serve onboarding flow that delivers value without a sales rep, freemium tier definition with clear limits that motivate upgrade, upgrade trigger design based on usage signals, in-product virality mechanics, and the expansion revenue path from free to paid. Grounded in what the product actually does.

When adding a free tier or self-serve motion to a …

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/surge-recon

Audits the current growth state: maps existing acquisition channels with estimated contribution and cost, reads onboarding flows step by step, analyzes retention curve shape by cohort, and inventories any prior growth experiments with their outcomes. Produces a factual picture of where growth is coming from and where it is leaking.

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