finance-auditor

Analyze Vivreal unit economics for AWS, Atlas, and Anthropic costs.

Updated May 12, 2026

Search Tags:#auditing #cost analysis #unit economics #margin analysis #scale economics

Ready to run

npx skills add https://github.com/HillBombCreations/vivreal-skills --skill finance-auditor

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: finance-auditor
Source: https://github.com/HillBombCreations/vivreal-skills/tree/main/vivreal-product/skills/finance-auditor
Command: npx skills add https://github.com/HillBombCreations/vivreal-skills --skill finance-auditor

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill is designed to assist with auditing internal Vivreal unit economics, providing insights into costs, margins, and pricing.

Core Features & Use Cases

Unit Economics Analysis: Analyze cost, gross margin, pricing, and infrastructure spend.
Scale Economics: Model costs and margins at different scale levels.
Margin Floor Check: Ensure changes do not breach the 80% gross margin floor.
Read-only: Does not edit code or configurations, routes to appropriate teams for changes.

Quick Start

Analyze the impact of a proposed infrastructure change on gross margins using the finance-auditor skill.

Frequently Asked Questions about finance-auditor

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I audit AWS and Anthropic costs to check unit economics?▼

To audit AWS and Anthropic costs for unit economics, this analysis tool reviews infrastructure spend and pricing models to calculate costs and gross margins. It provides a read-only report without making code or configuration changes.

Can I model scale economics and ensure an 80% gross margin floor?▼

Yes, you can model scale economics and enforce an 80% gross margin floor. The analysis evaluates costs and margins at different scale levels to ensure proposed changes do not breach the required margin threshold.

What is the best way to analyze the margin impact of proposed infrastructure changes?▼

The best way to analyze the margin impact of infrastructure changes is to run a read-only cost and margin assessment. The tool calculates the projected gross margin and routes to appropriate teams if changes are needed.

Does this unit economics analysis tool modify configurations or code?▼

No, this unit economics analysis tool does not modify configurations or code. It operates in a strictly read-only capacity, providing analysis reports on costs and pricing while routing actual changes to appropriate teams.

How do I calculate gross margins and pricing for internal infrastructure spend?▼

You can calculate gross margins and pricing for internal infrastructure spend by analyzing unit economics. The tool evaluates AWS, Atlas, and Anthropic costs against current pricing models to deliver a comprehensive margin analysis report.