financial-analysis

from zircote/sigint

Market intelligence toolkit for Claude Code. Iterative research workflows, trend modeling with three-valued logic, multi-format reports, and automated GitHub issue creation from findings.

1 stars0 forksUpdated Jan 23, 2026
npx skills add https://github.com/zircote/sigint --skill financial-analysis

SKILL.md

Financial Analysis

Overview

Financial analysis evaluates economic viability and business model health through metrics, projections, and benchmarking. This skill covers key financial frameworks for market and business analysis.

Core Metrics

Unit Economics

Customer Acquisition Cost (CAC)

  • Total sales & marketing spend ÷ new customers acquired
  • Benchmark: Varies by industry ($50-$500+ for SaaS)

Lifetime Value (LTV)

  • Average revenue per customer × gross margin × customer lifetime
  • Simplified: ARPU ÷ churn rate × gross margin

LTV:CAC Ratio

  • Target: 3:1 or higher
  • <1:1 = unsustainable
  • 5:1 = may be under-investing

Payback Period

  • CAC ÷ (ARPU × gross margin)
  • Target: <12 months for SaaS

Revenue Metrics

Monthly Recurring Revenue (MRR)

  • Sum of all recurring subscription revenue

Annual Recurring Revenue (ARR)

  • MRR × 12

Average Revenue Per User (ARPU)

  • Total revenue ÷ number of customers

Net Revenue Retention (NRR)

  • (Starting MRR + expansion - contraction - churn) ÷ Starting MRR
  • Target: >100% (expansion exceeds churn)

Growth Metrics

Month-over-Month Growth

  • (Current MRR - Previous MRR) ÷ Previous MRR

Year-over-Year Growth

  • (Current ARR - Previous Year ARR) ÷ Previous Year ARR

Compound Annual Growth Rate (CAGR)

  • ((End Value ÷ Start Value)^(1/years)) - 1

Revenue Models

Subscription (SaaS)

  • Recurring monthly/annual payments
  • Metrics: MRR, ARR, churn, NRR
  • Trend: INC (dominant model)

Usage-Based

  • Pay per consumption
  • Metrics: Usage growth, ARPU, expansion rate
  • Trend: INC (growing adoption)

Transactional

  • Per-transaction fees
  • Metrics: Transaction volume, take rate, AOV
  • Trend: CONST

Marketplace

  • Commission on GMV
  • Metrics: GMV, take rate, liquidity
  • Trend: CONST

Enterprise Licensing

  • Large upfront + maintenance
  • Metrics: Deal size, renewal rate, services %
  • Trend: DEC (shifting to SaaS)

Pricing Analysis

Pricing Strategies

StrategyDescriptionBest For
Cost-plusCost + marginCommodities
Value-based% of customer valueDifferentiated products
CompetitiveRelative to alternativesCrowded markets
PenetrationLow to gain shareNew entrants
PremiumHigh for positioningLuxury/enterprise

Pricing Power Indicators

  • Strong: Price increases stick, low churn
  • Moderate: Some price sensitivity, competitive pressure
  • Weak: Commodity, price-driven decisions

Cost Structure Analysis

Fixed vs. Variable Costs

Cost TypeExamplesTrend Implication
FixedRent, salaries, infrastructureHigh fixed = operating leverage
VariableCOGS, commissions, hostingScales with revenue
Semi-variableSupport staff, marketingPartially scales

Gross Margin Analysis

Software/SaaS: 70-85% typical Services: 30-50% typical Marketplace: Depends on take rate

Operating Leverage

High fixed costs + low variable = High operating leverage

  • Good when growing (profits scale faster)
  • Risky when declining (losses amplify)

Profitability Analysis

Income Statement Ratios

MetricFormulaBenchmark
Gross Margin(Rev - COGS) / Rev70%+ for SaaS
Operating MarginOperating Income / Rev20%+ mature
Net MarginNet Income / Rev10%+ profitable

Rule of 40 (SaaS)

Growth Rate % + Profit Margin % ≥ 40%

  • Growing 50%? Can be -10% margin
  • Growing 20%? Need 20% margin
  • Below 40 = concern for investors

Financial Projections

Projection Components

  1. Revenue Forecast

    • Customer growth × ARPU
    • Include expansion/contraction
    • Apply trend indicators (INC/DEC/CONST)
  2. Cost Forecast

    • Fixed costs + (variable rate × revenue)
    • Step functions for scaling costs
  3. Cash Flow

    • Operating cash generation
    • Capital requirements
    • Runway calculation

Scenario Modeling

ScenarioRevenue GrowthMarginCash Position
BearX%Y%$Z
BaseX%Y%$Z
BullX%Y%$Z

Benchmarking

SaaS Benchmarks by Stage

MetricEarlyGrowthScale
Growth Rate>100%50-100%20-50%
Gross Margin60%+70%+75%+
NRR>100%>110%>120%
LTV:CAC>3:1>3:1>4:1
Payback<18mo<12mo<12mo

Output Structure

## Financial Analysis Summary

### Business Model
- **Type**: [Subscription/Usage/etc.]
- **Revenue Streams**: [List]
- **Pricing Strategy**: [Type]

### Key Metrics
| Metric | Value | Benchmark | Assessment |
|--------|-------|-----------|------------|
| Gross Margin | X% | Y% | Above/Below |
| LTV:CAC | X:1 | 3:1 | Healthy/Concerning |
| NRR | X% | 100% | Strong/Weak |

### Unit Economics
- CAC: $X
- LTV: $X
- Payback: X months
- LT

...
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