AI Growth Engineer

Your product data,
turned into work.

Reads your product signals. Ranks what matters. Delivers GitHub issues, PRs, or notifications when configured.

๐Ÿ”Œ 01

Connect once

One-time setup

๐Ÿ“ก 02

Reads automatically

Daily ยท Weekly ยท Monthly

๐Ÿš€ 03

Ships actionable work

Issue ยท PR ยท Notification

How it works

Signals in. Action out.

Reads daily / weekly / monthly

A

AnalyticsCLI

Funnels Onboarding steps Dropoff points Session patterns User feedback
R

RevenueCat

Subscriptions Trial conversions Churn MRR Paywall performance
S

Sentry

Crashes Errors Performance Release correlation
ASC

App Store Connect

Reviews Star ratings Build metadata Store signals
GH

GitHub

Code context Issues Pull requests File mapping
โ†“
Reasoning
๐Ÿง 

OpenClaw
Growth Engineer

Ranks by impact
Maps signals โ†’ code

Active
โ†“

Delivers when configured

โšก

GitHub Issue

Evidence attached Affected files Verification KPI
๐Ÿ”€

GitHub Pull Request

Implementation PR Proposal draft Fix suggestion
๐Ÿ’ฌ

Notification

Slack Discord X / Twitter Via OpenClaw

Example output

What you actually get.

growth-engineer ยท weekly-report.md

# Top opportunity โ€” week of May 3

Implement guest login before Survey 2

Dropoff

54%

after Survey 2

Churn spike

+12%

purchase โ†’ churn

New crashes

v2.4.1

Sentry ยท 3 files

Affected files

OnboardingView.swiftSurveyStep2.swiftAuthCoordinator.swift

โ†’ GitHub issue created with implementation notes and KPI to verify fix.

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