kyegomez/financial-analysis
examples/single_agent/agent_skill_examples/financial-analysis/SKILL.md
Perform comprehensive financial analysis including DCF modeling, ratio analysis, and financial statement evaluation for companies and investment opportunities
$ install --global
skillsauthnpx skillsauth add kyegomez/swarms financial-analysisInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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TrivyContainer and dependency vulnerability scanner
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Socket.devSupply chain security analysis
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Last scanned: Apr 6, 2026, 3:24 PM377.8s1 file scanned
SKILL.md
- name:
- financial-analysis
- description:
- Perform comprehensive financial analysis including DCF modeling, ratio analysis, and financial statement evaluation for companies and investment opportunities
Financial Analysis Skill
When performing financial analysis, follow these systematic steps to ensure thorough and accurate evaluation:
Core Methodology
1. Data Collection and Verification
- Gather historical financial statements (income statement, balance sheet, cash flow)
- Verify data sources for accuracy and completeness
- Identify any anomalies or missing data points
2. Financial Ratio Analysis
Calculate and analyze key financial ratios:
- Profitability: EBITDA margin, net profit margin, ROE, ROA
- Liquidity: Current ratio, quick ratio, cash ratio
- Leverage: Debt-to-equity, interest coverage ratio
- Efficiency: Asset turnover, inventory turnover
3. Valuation Models
Build appropriate valuation models:
- DCF Analysis: Project free cash flows, determine WACC, calculate terminal value
- Comparable Company Analysis: Identify peers, analyze multiples (P/E, EV/EBITDA)
- Precedent Transactions: Review similar deals for valuation benchmarks
4. Sensitivity Analysis
- Perform scenario analysis (base case, bull case, bear case)
- Test key assumptions (growth rates, discount rates, margins)
- Identify critical value drivers
Guidelines
- Always use conservative assumptions when uncertain
- Cross-validate findings with multiple valuation methods
- Clearly document all assumptions and their rationale
- Present results with appropriate caveats and risk factors
- Consider both quantitative metrics and qualitative factors
Key Outputs
Your analysis should produce:
- Executive summary of findings
- Detailed financial model with assumptions
- Valuation range with sensitivity analysis
- Investment recommendation with risk assessment
- Supporting charts and visualizations
Example Use Cases
- Public Company Valuation: "Analyze Tesla's financials and provide a DCF valuation"
- Private Investment: "Evaluate this startup's unit economics and runway"
- M&A Analysis: "Assess the financial implications of this acquisition"
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