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kyegomez

financial-analysis

by kyegomez

The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai

5,631🍴 720📅 Jan 23, 2026

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:

  1. Executive summary of findings
  2. Detailed financial model with assumptions
  3. Valuation range with sensitivity analysis
  4. Investment recommendation with risk assessment
  5. 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"

Score

Total Score

90/100

Based on repository quality metrics

SKILL.md

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100文字以上の説明がある

+10
人気

GitHub Stars 1000以上

+15
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1ヶ月以内に更新

+10
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10回以上フォークされている

+5
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オープンIssueが50未満

0/5
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+5
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