Business Health DiagnosticSAFE
Product Management skills framework built on battle-tested methods for Claude Code, Cowork, Codex, and AI agents.
Overview
Product Management skills framework built on battle-tested methods for Claude Code, Cowork, Codex, and AI agents.
0b657a54b6d7OBSERVED · 2026-10-07What it tells the agent
The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.
--- name: business-health-diagnostic argument-hint: "[metrics or business context]" description: Diagnose SaaS business health across growth, retention, efficiency, and capital. Use when preparing a business review or prioritizing urgent fixes. intent: >- 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. type: interactive theme: finance-metrics best_for: - "Getting a complete read on your SaaS business health across all dimensions" - "Identifying which metrics are red flags vs. leading indicators" - "Preparing for a board meeting or investor review" scenarios: - "Our growth is strong but we're burning cash fast — I need to understand our unit economics before the board meeting" - "I'm preparing for a Series A board meeting and need to assess our business health across growth, retention, and efficiency" estimated_time: "20-30 min" --- ## 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. ## Input **Works best with:** Whatever business metrics you have access to — growth rate, NRR/GRR, CAC payback, burn multiple, runway. Partial data is fine; the diagnostic flags what's missing. **Also useful:** The occasion (board meeting, quarterly review, fundraise prep) and what you already suspect is wrong. Anything supplied with the invocation itself — text after the skill name, a pasted context dump, or an appended `ARGUMENTS:` line — counts as answers already given. Use it and skip whatever it covers; don't re-ask. **Arriving empty-handed? That works too.** The diagnostic opens by asking your company stage and which metric families you can pull. **Example invocation:** `Run a health check: $8M ARR, 60% YoY growth, NRR 96%, CAC payback 21 months, 14 months runway — board meeting in 3 weeks.` ## Key Concepts ### The Business Health Framework A SaaS business is healthy when four dimensions work together: 1. **Growth & Retention** — Are you growing and keeping customers? - Revenue growth rate - NRR (Net Revenue Retention) - Churn rate - Quick Ratio 2. **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 3. **Capital Efficiency** — Are you using cash efficiently? - Burn rate - Runway - Rule of 40 - Magic Number 4. **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 **High Priority (Fix within quarter):** - Rule of 40 <25 - Payback >24 months - Quick Ratio <2 - Gross margin <60% - Revenue concentration >50% in top 10 customers **Medium Priority (Address within 6 months):** - NRR 90-100% (flat, not growing) - Magic Number 0.3-0.5 - Operating leverage negative - Churn rate stable but high (>5% monthly) ### Anti-Patterns (What This Is NOT) - **Not a single metric:** "Revenue is growing 50%, we're great!" (ignoring burn, churn, unit economics) - **Not stage-agnostic:** Early-stage burn is acceptable; scale-stage burn is a problem - **Not static:** Health is directional—are metrics improving or degrading? - **Not just numbers:** Context matters (competitive pressure, market changes, team capacity) ### When to Use This Framework **Use this when:** - Preparing for board meetings or investor updates - Quarterly business reviews (QBR) - Fundraising preparation (know your numbers) - Annual planning (identify improvement areas) - You suspect problems but can't pinpoint them - New PM/exec joining and needs health assessment **Don't use this when:** - You're pre-revenue (focus on product-market fit first) - You're in pure research mode (not enough data) - You need tactical guidance (use specific skills: feature, channel, pricing) --- ### Facilitation Source of Truth Use [`workshop-facilitation`](../workshop-facilitation/SKILL.md) as the default interaction protocol for this skill. It defines: - session heads-up + entry mode (Guided, Context dump, Best guess) - one-question turns with plain-language prompts - progress labels (for example, Context Qx/8 and Scoring Qx/5) - interruption handling and pause/resume behavior - numbered recommendations at decision points - quick-select numbered response options for regular questions (include `Other (specify)` when useful) This file defines the domain-specific assessment content. If there is a conflict, follow this file's domain logic. ## Applicat
Trust audit
SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | NA |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- none-observed
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (0)
No findings outside the package's declared scope.
Gates applied: no_behavioural_pass.
0b657a54b6d7full audit observations/trust-audit/skill/deanpeters__business-health-diagnostic.json · Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-07 | 0b657a54b6d7 | SAFE | B | 89 | first audit |
Questions
What does the Business Health Diagnostic skill do?
Product Management skills framework built on battle-tested methods for Claude Code, Cowork, Codex, and AI agents.
Is Business Health Diagnostic safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Business Health Diagnostic access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (0b657a54b6d7), read on 2026-10-07. The repository is watched, and a new audit runs when it changes — this is the first audit.