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/surge-recon

SurgeGrowth

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.

Install

This skill

Install Surge Recon

1. Add to marketplace

$ claude plugin marketplace add tonone-ai/tonone

2. Install this skill

$ claude plugin install surge-recon@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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Invoke this skill

Command|$ /surge-recon

When to use

Before designing new growth initiatives to understand the current baseline and avoid repeating what has already been tried. When taking over growth responsibilities and need to understand the current state before committing to a direction. When growth has stalled and you need a structured audit before deciding what to change.

Deep dive

AI Growth State Inventory

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.

Read the article

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When new user activation rates are below benchmark…
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 …
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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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