saas-revenue-growth-metrics

saas-revenue-growth-metrics is a skill for Claude Code, Codex from getcrew44/crew44. It costs 34 tokens per session (5,817 once invoked), scanned A, original, MIT.

A framework for calculating and interpreting software-as-a-service business measures such as revenue, customer retention, churn, expansion, and growth. SaaS means software sold as an ongoing service, usually by subscription.

In plain words
What is it for?
Calculate metrics, interpret trends, assess product-market fit, identify churn or growth issues, and explain business health to stakeholders.
Why use it?
It helps product teams understand whether the business is gaining, keeping, or losing customers and revenue. It also connects product decisions with business results and possible problems.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: positional $N argument.

Good fit Calculate metrics, interpret trends, assess product-market fit, identify churn or growth issues, and explain business health to stakeholders.

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Install with agentmods
npx agentmods add skills/getcrew44/crew44/saas-revenue-growth-metrics
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add getcrew44/crew44 --skill saas-revenue-growth-metrics
Clone the repo
git clone --depth 1 https://github.com/getcrew44/crew44

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for saas-revenue-growth-metrics

README.md
[![agentmods](https://agentmods.dev/badge/skills/getcrew44/crew44/saas-revenue-growth-metrics/github.svg)](https://agentmods.dev/skills/getcrew44/crew44/saas-revenue-growth-metrics)
Your own site
<a href="https://agentmods.dev/skills/getcrew44/crew44/saas-revenue-growth-metrics"><img src="https://agentmods.dev/badge/skills/getcrew44/crew44/saas-revenue-growth-metrics/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for saas-revenue-growth-metrics

Your own site · 80×15
<a href="https://agentmods.dev/skills/getcrew44/crew44/saas-revenue-growth-metrics"><img src="https://agentmods.dev/badge/skills/getcrew44/crew44/saas-revenue-growth-metrics.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 34 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,817 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00034 $0.05817
Opus 5 $0.00017 $0.02908
Sonnet 5 $0.00007 $0.01163
Haiku 4.5 $0.00003 $0.00582

Measured 13d ago against content hash d5e21c905d83, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

saas-revenue-growth-metrics scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

daemon/internal/presets/defaultcrew/skills/product/saas-revenue-growth-metrics/SKILL.md · 631 lines

How it starts

The opening of the file, as written. The whole thing — 631 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Purpose

Master revenue and retention metrics to understand SaaS business momentum, evaluate product-market fit, and make data-driven decisions about growth investments. Use this to calculate key metrics, interpret trends, identify problems early, and communicate business health to stakeholders.

This is not a business intelligence tool—it's a framework for PMs to understand which metrics matter, how to calculate them correctly, and what actions to take based on the numbers.

Key Concepts

Revenue Metrics Family

The "top-line" metrics that measure how much money the business generates.

Revenue — Total money earned from selling products/services before expenses. The "top line" of the income statement.

  • Why PMs care: Every feature should connect to revenue (direct or indirect). If you can't articulate revenue impact, prioritization becomes impossible.
  • Formula: Sum of all customer payments in a period
  • Benchmark: Growth rate matters more than absolute number (context-dependent by stage)

ARPU (Average Revenue Per User) — Average revenue generated per individual user.

  • Why PMs care: Measures per-seat monetization effectiveness. Critical for seat-based pricing models.
  • Formula: Total Revenue / Total Users
  • Benchmark: Varies by model; track trend more than absolute value
  • B2C SaaS: $5-50/month typical; B2B: $50-500+/month

ARPA (Average Revenue Per Account) — Average revenue generated per customer account.

  • Why PMs care: Measures account-level deal size. Critical for account-based pricing models.
  • Formula: MRR / Active Accounts
  • Benchmark: SMB SaaS: $100-$1K/month; Mid-market: $1K-$10K; Enterprise: $10K+

ARPA/ARPU Analysis — Using both metrics together to understand monetization.

  • Why PMs care: Prevents packaging mistakes. High ARPA + low ARPU = undermonetized per seat. Low ARPA + high ARPU = small deal sizes.
  • Example: $10K ARPA with 100 seats = $100 ARPU (reasonable). $10K ARPA with 1,000 seats = $10 ARPU (leaving money on table).

Read the full file on GitHub · 631 lines

Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 13d ago First seen · 631 lines · 34 tokens per session scan A d5e21c905d83

Subscribe to this mod's changes

saas-revenue-growth-metrics is a skill published in the GitHub repository getcrew44/crew44 (359 stars, last pushed 3mo ago), licensed MIT. It adds 34 tokens to every session and 5,817 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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