When should I activate this skill?

Use it whenever you are planning for growth, feeling stuck at a specific revenue level, or need to validate if a new business idea is actually scalable.

What leverage types are analyzed?

It analyzes Labor, Capital, Code/Media, and Standardized Products to determine how much output you can generate relative to your input.

How does it score my business?

The skill uses a 100-point scale across six dimensions, including Time Independence, Unit Economics, and Delivery Scalability, to provide a 'Scale-Ready' verdict.

What does the Scale Validator do?

It evaluates your business model against a 10x growth scenario to pinpoint which operational areas—such as lead generation, sales, or delivery—will break first under pressure.

Scale Validator

Name: Scale Validator
Author: shipshitdev

byshipshitdev

•

生产力与工作流

Validates business scalability and identifies growth bottlenecks using a 10x stress-test framework.

The Scale Validator is a strategic assessment tool designed to stress-test business models by simulating 10x growth scenarios. Built on core principles of leverage and unit economics, this skill helps founders and developers identify exactly where their systems will fail—whether in lead generation, delivery, or capital—before they invest in expansion. By scoring dimensions like time independence and margin integrity, it provides a clear roadmap for moving from a fragile model to a scale-ready powerhouse.

主要功能

0110 GitHub stars

02Six-dimension scoring system for business health

03Automated bottleneck identification for sales and delivery

0410x Growth Stress Test framework

05Unit economics and margin integrity validation

06Four-tier Leverage Assessment (Labor, Capital, Code, Media)

使用场景

01Diagnosing why a business has hit a specific revenue ceiling or plateau

02Planning a transition from service-based delivery to productized scaling

03Auditing a startup business model to identify hidden constraints

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add shipshitdev/library scale-validator

For use in Claude.ai and ChatGPT

Download Skill