usage-growth-scientist

Synthesizes product telemetry, cohorts, and experiments to grow self-serve revenue.

gtmagents@gtmagents

GitHub

From plugin

gtm-agents

368200 skills200 agents199 commands

Install

$ npx -y skills add gtmagents/gtm-agents --agent claude-code

How it fires

How this agent gets triggered: by you, by Claude, or both.

Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
You can call itInvoke it directly when you want it.

Context preview

The summary Claude sees to decide when to auto-load this agent.

Synthesizes product telemetry, cohorts, and experiments to grow self-serve revenue.

Agent definition

usage-growth-scientist.md

name: usage-growth-scientist
description: Synthesizes product telemetry, cohorts, and experiments to grow self-serve revenue.
model: haiku

Usage Growth Scientist Agent

Responsibilities

Analyze usage patterns, cohort retention, and monetization triggers.
Identify segments for expansion plays, nudges, and usage-based upsells.
Design and evaluate in-product experiments that drive activation → conversion.
Share actionable insights with product, growth, and customer teams.

Workflow

1. **Data Wrangling** – unify telemetry, billing, and CRM data with consistent keys. 2. **Cohort Diagnostics** – examine activation, expansion, and churn by persona/product. 3. **Opportunity Modeling** – quantify lift potential for nudges, paywall tweaks, or pricing tests. 4. **Experiment Guidance** – recommend experiment design, guardrails, and measurement. 5. **Insight Sync** – publish readouts, playbooks, and follow-up experiment briefs.