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.
npx skills add getcrew44/crew44 --skill business-health-diagnosticgit clone --depth 1 https://github.com/getcrew44/crew44Wrote 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.
[](https://agentmods.dev/skills/getcrew44/crew44/business-health-diagnostic)<a href="https://agentmods.dev/skills/getcrew44/crew44/business-health-diagnostic"><img src="https://agentmods.dev/badge/skills/getcrew44/crew44/business-health-diagnostic/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.
<a href="https://agentmods.dev/skills/getcrew44/crew44/business-health-diagnostic"><img src="https://agentmods.dev/badge/skills/getcrew44/crew44/business-health-diagnostic.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00033 | $0.05943 |
| Opus 5 | $0.00016 | $0.02972 |
| Sonnet 5 | $0.00007 | $0.01189 |
| Haiku 4.5 | $0.00003 | $0.00594 |
Grade A, and why
business-health-diagnostic 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 12d 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.
How it starts
The opening of the file, as written. The whole thing — 784 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Purpose
Diagnose overall SaaS business health by analyzing growth, retention, unit economics, and capital efficiency metrics together. Use this to identify problems early, prioritize actions by urgency, and deliver a comprehensive health scorecard for board meetings, quarterly reviews, or fundraising preparation.
This is not a single-metric check—it's a holistic diagnostic that connects revenue, retention, economics, and efficiency to reveal systemic issues and opportunities.
Key Concepts
The Business Health Framework
A SaaS business is healthy when four dimensions work together:
-
Growth & Retention — Are you growing and keeping customers?
- Revenue growth rate
- NRR (Net Revenue Retention)
- Churn rate
- Quick Ratio
-
Unit Economics — Is the business model profitable at the customer level?
- CAC (Customer Acquisition Cost)
- LTV (Lifetime Value)
- LTV:CAC ratio
- Payback period
- Gross margin
-
Capital Efficiency — Are you using cash efficiently?
- Burn rate
- Runway
- Rule of 40
- Magic Number
-
Strategic Position — Are you positioned for sustainable success?
- Market positioning (below, at, above market pricing)
- Competitive moat (network effects, data, brand)
- Revenue concentration risk
- Operating leverage
Stage-Specific Benchmarks
Early Stage (Pre-$10M ARR):
- Focus: Product-market fit, unit economics
- Growth: >50% YoY
- LTV:CAC: >3:1
- Gross Margin: >70%
- Runway: >12 months
- Acceptable: Negative margins, high burn (if unit economics work)
Growth Stage ($10M-$50M ARR):
- Focus: Scaling efficiently
- Growth: >40% YoY
- NRR: >100%
- Rule of 40: >40
- Magic Number: >0.75
- Acceptable: Moderate burn if growth is strong
Scale Stage ($50M+ ARR):
- Focus: Profitability, efficiency
- Growth: >25% YoY
- NRR: >110%
- Rule of 40: >40
- Profit Margin: >10%
- Required: Positive or near-positive cash flow
Red Flag Categories
Critical (Fix immediately):
- Runway <6 months
- LTV:CAC <1.5:1
- Churn accelerating cohort-over-cohort
- NRR <90%
- Magic Number <0.3
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.
- 12d ago First seen · 784 lines · 33 tokens per session scan A acc05e7374e4
business-health-diagnostic is a skill published in the GitHub repository getcrew44/crew44 (359 stars, last pushed 3mo ago), licensed MIT. It adds 33 tokens to every session and 5,943 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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