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Biz financial ratios

Skill charlieviettq/awesome-agent-skill/.cursor/skills/asgard-ai-platform/biz-financial-ratios

Curated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).

Install
npx -y skills add charlieviettq/awesome-agent-skill --skill biz-financial-ratios

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Analyze financial health using ratio categories: profitability, liquidity, leverage, efficiency, and valuation. Use this skill when the user needs to assess a company's financial performance, compare companies, evaluate creditworthiness, or prepare financial due diligence — even if they say 'is this company financially healthy', 'analyze these financial statements', or 'compare these two companies'.

SKILL.md

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Financial Ratio Analysis

Overview

Financial ratio analysis transforms raw financial statements into comparable metrics across five categories. Ratios are meaningful only in context — compare against industry benchmarks, historical trends, and peer companies.

When to Use

Trigger conditions:

  • User has financial statements and needs to assess company health
  • User comparing financial performance across companies
  • User performing due diligence or credit analysis
  • User asks "is this company financially healthy?" or "analyze these numbers"

When NOT to use:

  • For valuation → use DCF or comparables
  • For ROE deep-dive → use DuPont Analysis
  • For strategic assessment → use SWOT

Framework

IRON LAW: Ratios Without Context Are Meaningless

A current ratio of 1.5 means nothing alone. Is 1.5 good? Compare to:
1. Industry average (retail ~1.2, manufacturing ~1.8)
2. Company's own trend (was it 2.0 last year? → declining liquidity)
3. Peers (competitor has 2.5? → relatively weak)

NEVER report a ratio without at least one comparison point.
IRON LAW: All Five Categories, Every Time

Analyzing only profitability misses a leveraged company about to default.
Analyzing only liquidity misses a profitable company's growth potential.
Cover all five categories for a complete picture.

The Five Categories

1. Profitability — Is the company making money?

RatioFormulaMeasures
Gross Margin(Revenue - COGS) / RevenueProduction efficiency
Operating MarginEBIT / RevenueCore business profitability
Net MarginNet Income / RevenueBottom-line profitability
ROENet Income / EquityReturn to shareholders
ROANet Income / Total AssetsAsset productivity

2. Liquidity — Can it pay short-term obligations?

RatioFormulaHealthy
Current RatioCurrent Assets / Current Liabilities> 1.5
Quick Ratio(Current Assets - Inventory) / Current Liabilities> 1.0
Cash RatioCash / Current LiabilitiesContext-dependent

3. Leverage — How much debt is used?

RatioFormulaMeasures
Debt-to-EquityTotal Liabilities / EquityCapital structure
Interest CoverageEBIT / Interest ExpenseAbility to service debt
Debt-to-AssetsTotal Liabilities / Total AssetsAsset financing

⚠️ "Debt" definition: This skill (and the bundled script) defines "Debt" in the leverage ratios as Total Liabilities — not "long-term debt only" or "interest-bearing debt only". Both alternative definitions exist in textbooks and produce materially different ratios. If you need a different definition, document the choice explicitly and compute it manually; do not silently substitute.

4. Efficiency — How well are assets used?

RatioFormulaMeasures
Inventory TurnoverCOGS / Avg InventoryInventory management
Receivables TurnoverRevenue / Avg ReceivablesCollection speed
Asset TurnoverRevenue / Total AssetsAsset productivity
Cash Conversion CycleDIO + DSO - DPOCash cycle speed

5. Valuation — Is the stock fairly priced?

RatioFormulaMeasures
P/EPrice / EPSPrice vs earnings
EV/EBITDAEnterprise Value / EBITDAPrice vs cash generation
P/BPrice / Book Value per SharePrice vs net assets
Dividend YieldDividend per Share / PriceIncome return

Analysis Process

  1. Calculate all relevant ratios from financial statements
  2. Compare against industry benchmarks and 3-year trend
  3. Identify red flags (declining trends, outliers vs peers)
  4. Synthesize a financial health verdict across all five categories
  5. Recommend actions based on weak areas

Output Format

⚠️ Decimal vs percent: The bundled script returns all profitability ratios (gross_margin, operating_margin, net_margin, roa, roe) as decimals0.35 means 35%, NOT 35.0. Liquidity and leverage ratios are already unitless multiples (e.g. current_ratio: 2.125). Render percentages only in the human-facing markdown report, never in JSON outputs.

# Financial Ratio Analysis: {Company}

## Summary Dashboard
| Category | Status | Key Metric |
|----------|--------|-----------|
| Profitability | 🟢/🟡/🔴 | {headline ratio} |
| Liquidity | 🟢/🟡/🔴 | {headline ratio} |
| Leverage | 🟢/🟡/🔴 | {headline ratio} |
| Efficiency | 🟢/🟡/🔴 | {headline ratio} |
| Valuation | 🟢/🟡/🔴 | {headline ratio} |

## Detailed Ratios
{Tables per category with ratio, value, industry avg, trend}

## Red Flags
- {specific concern with data}

## Overall Assessment
{Synthesized financial health verdict}

Examples

Correct Application

Scenario: Ratio analysis for a Taiwanese electronics manufacturer

RatioCompanyIndustryTrendFlag
Gross Margin18%22%↓ from 21%🔴 Below peers, declining
Current Ratio1.81.5→ stable🟢 Adequate
D/E1.20.8↑ from 0.9🟡 Rising leverage
Inventory Turnover4.2x6.0x↓ from 5.1x🔴 Slow inventory

Synthesis: Profitability weakening + inventory building up + leverage rising = potential working capital crisis ahead ✓

Incorrect Application

  • Reported "Gross Margin 18%" as standalone fact → No comparison. Is 18% good or bad? Violates Iron Law: ratios without context.
  • Only analyzed profitability ratios, missed D/E of 4.5x → Company appeared healthy by margins but was dangerously overleveraged. Violates Iron Law: all five categories.

Gotchas

  • Industry matters enormously: A 5% net margin is terrible for software (expect 20-30%) but excellent for grocery retail (expect 2-3%). Always benchmark within industry.
  • One-time items: Restructuring charges, asset sales, or legal settlements distort ratios for that period. Use adjusted figures or note the distortion.
  • Seasonal businesses: Ratios at different quarter-ends tell different stories. Use trailing 12-month or compare same quarter YoY.
  • Off-balance-sheet items: Operating leases (pre-IFRS 16), special purpose vehicles, and contingent liabilities may not appear in standard ratios. Check footnotes.
  • Growth companies look "unhealthy": High-growth companies often have low profitability, high leverage, and negative cash flow by design. Context matters.

Scripts

ScriptDescriptionUsage
scripts/financial_ratios.pyCompute standard liquidity, leverage, profitability, and efficiency ratiospython scripts/financial_ratios.py --help

Run python scripts/financial_ratios.py --verify to execute built-in sanity tests.

References

  • For industry-specific benchmark ranges, see references/industry-benchmarks.md
  • For DuPont deep-dive on ROE, see the biz-dupont skill

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