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Saas Economics Efficiency Metrics

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deanpeters·vlatest·devops

This skill analyzes SaaS business data to identify key efficiency metrics and optimize pricing/resource allocation for maximum profitability.

Repository

Install on your platform

Showing Claude Code. One command installs this skill into any of the agents below.

  1. 1

    Run this in your project

    terminal
    $ npx skills add deanpeters/product-manager-skills --skill saas-economics-efficiency-metrics -a claude-code

  2. Uses the open-source skills CLI and needs Node.js. Add -g to install it for your user instead of this project.

What we know about this skill

Publisher

deanpeters

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Install target

Live repository

Not pinned. Installing fetches whatever the repository holds at the time you run the command.

No human has reviewed this code. The checks below are a static scan of the files at one commit — nobody has run this skill or judged whether it works. A skill runs with whatever access you give your agent, so read the source before you install it.

Automated safety checks

scanned

This skill passed all 6 checks. We read its files at one commit and looked for the things that make a skill dangerous to run — not for whether it works.

  • Declares what it does: passed

    SKILL.md parses and declares a name and a description.

    SKILL.md exists, its frontmatter parses, and it declares a name and a description.

  • No undeclared network calls: passed

    Makes no network calls.

    Every host the skill dials — from its scripts, its config endpoints or the commands it tells the agent to run — is either well-known package and API infrastructure or declared in its own frontmatter. Links in documentation are not counted.

  • No obfuscated payloads: passed

    No encoded or obfuscated payloads.

    No base64, hex or compressed blob is decoded and then executed, and no encoded shell commands.

  • No credential access: passed

    Reads no keys, tokens, keychains or credential files.

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  • No pipe-to-shell installers: passed

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  • Pinned to a commit: passed

    Scanned deanpeters/product-manager-skills at cfcb697f14.

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Commit
cfcb697f14
Manifest
skills/saas-economics-efficiency-metrics/SKILL.md
Scanned
4 files, 1,525 lines
This is a static scan, not a review. It reads the skill's files; it does not run them, and it cannot tell you whether the skill is any good or whether the code does what its description says. A skill runs with whatever access you give your agent.
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About this skill

What it does

This skill analyzes SaaS business data to calculate key efficiency metrics and assess overall business viability. It focuses on unit economics, providing insights into profitability at the customer level. The tool helps determine if a SaaS model is capital-efficient, informs investment decisions, and supports fundraising and board reporting by calculating metrics like Gross Margin, CAC, LTV, LTV:CAC ratio, Payback Period, and Contribution Margin. This skill is designed for product managers to understand business sustainability rather than being a general finance reporting tool.

When to use it

  • Evaluating the potential of a new SaaS business model.
  • Determining if current growth strategies are sustainable.
  • Prioritizing feature development based on profitability impact (Gross Margin).
  • Assessing the efficiency of customer acquisition channels (CAC).
  • Deciding when to optimize for efficiency versus pursuing rapid growth.

Key capabilities

  • Calculates Gross Margin: Determines percentage of revenue remaining after direct costs.
  • Determines Customer Acquisition Cost (CAC): Calculates total cost to acquire a new customer.
  • Estimates Lifetime Value (LTV): Projects the total revenue expected from a customer over their lifetime, using various formula complexities.
  • Calculates LTV:CAC Ratio: Assesses the efficiency of customer acquisition spending.
  • Determines Payback Period: Calculates how long it takes to recover CAC from customer revenue.
  • Calculates Contribution Margin: Determines true unit profitability by factoring in all variable costs.

Example prompts

  • "Calculate the LTV:CAC ratio given an ARPU of $50, a churn rate of 2%, and a CAC of $1000."
  • "What is the payback period if our CAC is $800, monthly ARPU is $40, and gross margin is 70%?"
  • “Based on a Gross Margin of 30%, what features should we prioritize?”

Tips & gotchas

  • The skill provides benchmarks for metrics like Gross Margin and LTV:CAC ratio. These are guidelines and can vary significantly based on the SaaS business model and customer segment.
  • Payback period is critical; ensure sufficient cash reserves to cover it.
  • The LTV calculation can be simple or advanced, accounting for factors like expansion revenue and discount rates.