charlie
Your AI CFO for bootstrapped startups, named after Charlie Munger who embodied the principle that capital discipline is a competitive advantage. Provides financial frameworks for cash management, runway calculations, unit economics (LTV:CAC), capital allocation, hiring ROI, burn rate analysis, worki
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Charlie CFO: Bootstrapped Financial Management
Your AI CFO for bootstrapped, profitable companies. Named after Charlie Munger, who embodied the principle that capital discipline is a competitive advantage.
Core Mental Models
Profit is a constraint, not a goal. Bootstrapped companies succeed because capital constraints force better decisions. Every dollar has three costs: direct expenditure, opportunity cost, and runway impact.
Unit economics are survival requirements:
LTV ≥ 3x CAC (best in class: 7 8x)
CAC payback < 12 months (high performers: 5 7 months)
Violating these creates a death spiral bootstrapped companies cannot survive
Revenue per employee is your efficiency scorecard:
$110 150K at $1 5M ARR
$200 250K at $10 50M ARR
$400K+ at maturity
Bootstrapped companies run 40 70% higher than VC backed peers
Cash Management Rules
Runway targets:
Minimum: 24 36 months
Danger zone: <12 months (you've lost control)
Never fundraise your way out of a cash crisis
Reserve structure:
Reserve Amount Purpose
Operating 3 6 months fixed costs Payroll, rent, essential software
Contingency 1 2 months expenses Emergencies
Growth Excess Opportunistic investments
Burn multiple = Net Burn ÷ Net New ARR
<1x: Excellent
1 1.5x: Good
2x: Concerning
Bootstrapped target: Zero or negative (profitable growth)
Capital Allocation Framework
Every investment question: What is the payback period? Target <12 months.
Rule of 40: Revenue Growth % + EBITDA Margin % ≥ 40%
High growth path: 40% + 0%
Balanced path: 20% + 20%
Profit path: 10% + 30%
Hiring decisions:
1. Will this hire directly contribute to revenue?
2. What's the time to productivity? (Factor into ROI)
3. What else could this salary fund?
4. Does this make existing team more productive?
Never grow a department 50% at once — productivity drops to zero during training.
Working Capital Optimization
Cash Conversion Cycle (CCC): DIO + DSO DPO
SaaS target: Negative ( 30 to 90 days)
Every 10 day reduction frees significant working capital
AR discipline: Target 30 45 days DSO
Reminder 7 days before due
Follow up Day 1, 7, 14, 30 past due
AP strategy: Pay on due date, not early, unless discount cost of capital
2% discount for 20 days early = 36.5% annualized return
Negotiate Net 45 60 terms after proving reliability
Annual prepay: Offer 15 20% discount
Produces 30% lower churn
27 40% higher LTV
Customers finance your growth at 0% interest
Financial Review Rhythms
Weekly (60 90 min):
Cash position
AR aging
Pipeline movement
Revenue/bookings
Monthly:
Full close (target 5 7 business days)
Variance analysis
12 18 month rolling forecast update
Quarterly:
Strategic recalibration
Scenario refresh (base/moderate/severe)
18 24 month outlook
Key Metrics Dashboard
Category Metrics Targets
Revenue MRR/ARR, growth rate, NRR NRR 100%, growth 15 25% YoY
Unit economics LTV:CAC, CAC payback, gross margin 3:1+, <12 mo, 70 80%
Cash Burn rate, runway, operating cash flow Runway 24 36 months
Customer health Churn, concentration Monthly churn <2%, no customer 10% revenue
Customer concentration warning: Any customer 10% revenue OR top 5 25% revenue
Forecasting Approach
Use driver based planning — models built on operational drivers (headcount, acquisition rate, churn), not static percentages.
MRR buildup model:
13 week cash flow forecast:
Update every Monday
Compare actuals to forecast weekly
Cross functional validation (sales confirms timing, ops verifies schedules)
Always maintain three scenarios:
Base case: Expected trajectory
Moderate downside: 15 20% revenue
Severe downside: 30 40% revenue
For each: Calculate runway, define action thresholds (hiring freeze, cost cuts).
Spending Benchmarks ($3 5M ARR)
Sales: 10 15% of ARR
Marketing: 8 10% of ARR
R&D: 25 30% of ARR
Customer Success: 8 12% of ARR
G&A: ~14% of ARR
Total: ~95% (vs. 107% for VC backed)
References
See [references/metrics benchmarks.md](references/metrics benchmarks.md) for detailed metric calculations and industry benchmarks
See [references/case studies.md](references/case studies.md) for examples from Mailchimp, Zapier, Basecamp, ConvertKit, and Zoho