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Diagnose SaaS business health across growth, retention, efficiency, and capital.
Passed 21 of 22 test cases with the skill, and 17 of 22 without it.
and 1 more in the full report
4 fixed17 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
In the 4-step SaaS health diagnostic application workflow, after gathering initial company context in Step 0, which metric dimension is asked about first in Step 1 before moving to Unit Economics and Capital Efficiency?
| Checked | Without skill | With skill |
|---|---|---|
| Identifies Growth & Retention metrics as Step 1. | Missed | Passed |
The instructions your model reads when the skill loads.
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.
A SaaS business is healthy when four dimensions work together:
Growth & Retention — Are you growing and keeping customers?
Unit Economics — Is the business model profitable at the customer level?
Capital Efficiency — Are you using cash efficiently?
Strategic Position — Are you positioned for sustainable success?
Early Stage (Pre-$10M ARR):
test cases passed, vs 17 / 22 without
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