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margin-analyzer Skill

AI Agent SkillPythonOpen source

Analyzes unit economics by product or service using PayPal merchant insights and QuickBooks cost data, benchmarks against inflation and cost changes, and shows pricing-scenario data (e.g. "a 5% increase historically correlates with ~3% volume drop"). Surfaces analysis only — does not recommend a price. Use when the use Published by anthropics in knowledge-work-plugins.

Decision snapshot

Is this a fit?

Best for

Data analysis, Includes SKILL.md, Reusable instructions

Works with

Compatibility not yet detected.

Access

Permission behavior not yet detected.

Setup

Copy skill directory

Project health

22 days ago · Apache-2.0 license

Considerations

No specific cautions were detected. Review the source and requested permissions before installing.

What is margin-analyzer Skill?

Analyzes unit economics by product or service using PayPal merchant insights and QuickBooks cost data, benchmarks against inflation and cost changes, and shows pricing-scenario data (e.g. "a 5% increase historically correlates with ~3% volume drop"). Surfaces analysis only — does not recommend a price. Use when the use Published by anthropics in knowledge-work-plugins. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.

Trust signal
95/100
Maintenance signal
90/100
Adoption signal
100/100

Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement. See how SkillIndex evaluates profiles.

Key capabilities

  • Includes SKILL.md support
  • Reusable instructions support
  • Data analysis
  • Data analysis use cases

Declared skill metadata

  • Source file: small-business/skills/margin-analyzer/SKILL.md

These fields retain source and confidence evidence from the indexed SKILL.md.

Compatibility and setup

Copy skill directory
  • Install or run with Copy skill directory

When to use margin-analyzer Skill

  • Use it for data analysis.

Built with

PythonCopy skill directory

Editorial notes

Source

  • Creator: anthropics
  • Repository: anthropics/knowledge-work-plugins
  • Skill file: small-business/skills/margin-analyzer/SKILL.md

What it does

Analyzes unit economics by product or service using PayPal merchant insights and QuickBooks cost data, benchmarks against inflation and cost changes, and shows pricing-scenario data (e.g. "a 5% increase historically correlates with ~3% volume drop"). Surfaces analysis only — does not recommend a price. Use when the use

Skill instructions

Margin Analyzer Status: MVP draft · Owner: JJ · Version: 1.1.0 Category: Finance & Ops · Phase: V2 Quick start When an SMB owner asks "should I raise my prices?" or "are my margins okay?", this skill: 1. Identifies what to analyze — which products/services are in scope 2. Pulls cost data from QuickBooks (COGS, direct expenses) 3. Pulls revenue data from PayPal or Square (transaction history) 4. Computes unit economics — revenue, COGS, gross margin, margin % per item 5. Benchmarks against context — inflation, cost changes, industry norms if available 6. Builds pricing scenarios — shows what happens to revenue and margin at +5%, +10%, +15% price changes, using historical correlation where data allows 7. Presents the analysis — no price recommendation; the owner decides The output equips the owner to make their own pricing call with real data behind it. --- Workflow Step 1: Pre-flight check QuickBooks: Call company-info to verify the industry field is populated. If it's missing or "Unknow

Verified compatibility and discovery

Frequently asked questions

What is margin-analyzer?

margin-analyzer is a open-source AI agent skill with Copy skill directory. Analyzes unit economics by product or service using PayPal merchant insights and QuickBooks cost data, benchmarks against inflation and cost changes, and shows pricing-scenario data (e.g.

Who is margin-analyzer best for?

margin-analyzer is best for reusing agent instructions, scripts, and references, data analysis workflows.

How do I install margin-analyzer?

Install or run margin-analyzer using Copy skill directory. Check margin-analyzer for the latest setup command.

Is margin-analyzer actively maintained?

margin-analyzer may need a closer maintenance check before production use.

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Stars
23,523
Forks
2,835
Last commit
22 days ago
Last verified
Aug 20, 2026
Metadata fetched
Aug 20, 2026
Repository age
8 months
License
Apache-2.0

Project health auto-fetched from the source repository.

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Review this source-backed profile, send a correction with evidence, or link to it from your documentation. Claims verify your relationship to the project; profile facts still require source evidence and editorial review.

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