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Scale Validator

  • 76 installs
  • 31 repo stars
  • Updated August 2, 2026
  • shipshitdev/library

Helps with ai & agent building tasks.

About

scale-validator is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.

  • scale-validator
  • AI & Agent Building
  • AI-coding skill

Scale Validator by the numbers

  • 76 all-time installs (skills.sh)
  • Ranked #5,410 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
  • Data as of Aug 3, 2026 (Skillselion catalog sync)
npx skills add https://github.com/shipshitdev/library --skill scale-validator

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Listed on Skillselion
Installs76
repo stars31
Last updatedAugust 2, 2026
Repositoryshipshitdev/library

What it does

Helps with ai & agent building tasks.

Files

SKILL.mdMarkdownGitHub ↗

Scale Validator - Hormozi 10x Stress Test

Stress-test business models by imagining 10x growth and asking: "What breaks?"

Hormozi's Core Principle: "A business model is only as good as its constraints allow."

When This Activates

  • User asks "can this scale"
  • User asks "validate my business model"
  • User asks "what's my bottleneck"
  • User says "I'm stuck at [revenue]"
  • User asks "how do I grow beyond [number]"
  • User mentions hitting a ceiling

The Framework

Core Question:

If you 10x'd your business tomorrow, what breaks first?

Four Leverage Types

LeverageDescriptionScale Factor
LaborOther people's workLow
CapitalOther people's moneyMedium
Code/MediaSoftware/content 24/7High
ProductsStandardized offeringsHighest

Scoring Dimensions

DimensionWeightWhat It Measures
Time Independence2xCan it run without you?
Unit Economics2xDo the numbers work at scale?
Bottleneck Clarity1.5xDo you know what's constraining?
Leverage Active1xHow many leverage types?
Delivery Scalability1.5xCan you deliver 10x without 10x cost?
Margin Integrity1xDo margins hold at scale?

Max Score: 100 points

Rating Scale

ScoreRatingVerdict
85-100Scale-ReadyPour fuel on fire
70-84Strong FoundationFix weak points first
55-69FixableAddress constraints first
40-54RiskyMajor issues to fix
0-39Broken ModelRebuild fundamentals

Common Bottlenecks

TypeSignsSolution
Lead GenNot enough qualified leadsOptimize acquisition
SalesLeads not convertingImprove sales process
DeliveryCan't fulfill demandSystematize/delegate
CashCan't afford to growImprove margins/capital
TimeFounder maxed outDelegate/hire

Integration

SkillWhen to Use
business-model-auditorDeeper model analysis
offer-validatorValidate the offer scaling
lead-channel-optimizerOptimize acquisition
execution-acceleratorGet unstuck
pricing-strategistFix unit economics

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For detailed scoring criteria, assessment templates, and scale roadmaps: references/full-guide.md

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