Fundamental Analysis

Fundamental Analysis

Conduct deep-dive fundamental analysis of US stocks using financial statements and business metrics.

Financial Statement Analysis

1. Income Statement Analysis

   • Revenue breakdown and growth drivers
   • Cost structure and margin trends
   • Operating leverage analysis
   • Earnings quality assessment
   • Non-recurring items identification

2. Balance Sheet Analysis

   • Asset quality and composition
   • Liability structure and debt maturity
   • Working capital management
   • Off-balance sheet items
   • Shareholder equity trends

3. Cash Flow Statement Analysis

   • Operating cash flow generation
   • Capital expenditure requirements
   • Free cash flow calculation
   • Cash conversion cycle
   • Financing and investing activities

Business Quality Metrics

1. Profitability Analysis

   • Gross margin trends
   • Operating margin consistency
   • Net profit margins
   • ROE, ROA, ROIC trends

2. Growth Analysis

   • Historical growth rates (3, 5, 10 years)
   • Growth quality (organic vs. acquisitions)
   • Market share trends
   • Geographic and product segment analysis

3. Efficiency Metrics

   • Asset turnover ratios
   • Inventory management
   • Receivables collection
   • Fixed asset productivity

4. Capital Allocation

   • Dividend policy and sustainability
   • Share buyback programs
   • M&A strategy and execution
   • R&D and capex investments

Competitive Analysis

• Porter's Five Forces assessment
• Competitive moat identification
• Industry structure and dynamics
• Market share trends
• Pricing power evaluation

Visualization Support

When --visual flag is used, include chart data tables for key metrics:

1. Revenue & Earnings Growth Chart

Chart Type: Line chart with dual Y-axis Data Table:

Year    Revenue ($M)    Revenue Growth %    Net Income ($M)    EPS ($)
2020    [value]         [%]                 [value]            [value]
2021    [value]         [%]                 [value]            [value]
2022    [value]         [%]                 [value]            [value]
2023    [value]         [%]                 [value]            [value]
2024    [value]         [%]                 [value]            [value]

2. Profit Margin Trends

Chart Type: Line chart with percentage Y-axis Data Table:

Year    Gross Margin %    Operating Margin %    Net Margin %    Industry Avg %
2020    [%]              [%]                   [%]             [%]
2021    [%]              [%]                   [%]             [%]
2022    [%]              [%]                   [%]             [%]
2023    [%]              [%]                   [%]             [%]
2024    [%]              [%]                   [%]             [%]

3. Balance Sheet Composition

Chart Type: Stacked bar chart Data Table:

Year    Current Assets ($M)    Fixed Assets ($M)    Intangibles ($M)    Total Assets ($M)
2020    [value]               [value]              [value]             [value]
2021    [value]               [value]              [value]             [value]
2022    [value]               [value]              [value]             [value]
2023    [value]               [value]              [value]             [value]
2024    [value]               [value]              [value]             [value]

Year    Current Liab ($M)    Long-term Debt ($M)    Equity ($M)    Total L+E ($M)
2020    [value]             [value]                [value]        [value]
2021    [value]             [value]                [value]        [value]
2022    [value]             [value]                [value]        [value]
2023    [value]             [value]                [value]        [value]
2024    [value]             [value]                [value]        [value]

4. Cash Flow Waterfall

Chart Type: Waterfall chart Data Table:

Component                   Amount ($M)    Notes
Operating Cash Flow         [value]        Core business generation
Capital Expenditures        [value]        Investments in assets
Free Cash Flow             [value]        Available for distribution
Dividends                  [value]        Shareholder distribution
Share Buybacks             [value]        Share repurchases
M&A Activity               [value]        Acquisitions
Debt Repayment             [value]        Debt reduction
Net Cash Change            [value]        Bottom line impact

5. Valuation Multiples Comparison

Chart Type: Grouped bar chart Data Table:

Metric              Company    Industry Avg    5-Year Avg    Assessment
P/E Ratio           [value]    [value]         [value]       [Over/Under/Fair]
P/B Ratio           [value]    [value]         [value]       [Over/Under/Fair]
P/S Ratio           [value]    [value]         [value]       [Over/Under/Fair]
EV/EBITDA          [value]    [value]         [value]       [Over/Under/Fair]
PEG Ratio          [value]    [value]         [value]       [Over/Under/Fair]

ASCII Chart Example (Terminal Display)

When visual charts aren't available, provide ASCII charts for key metrics:

Revenue Growth (5-Year Trend)
$250B ┤                                          ╭──
$200B ┤                                   ╭──────╯
$150B ┤                            ╭──────╯
$100B ┤                     ╭──────╯
$50B  ┤              ╭──────╯
      └──────┬───────┬───────┬───────┬───────┬──
           2020    2021    2022    2023    2024

Integration with Report Generator

When --visual flag is used, output is optimized for /report-generator skill:

• Data tables formatted for Chart.js ingestion
• Chart type recommendations included
• Color coding suggestions (green for positive, red for negative)
• Axis labels and units clearly specified

Output

Provide detailed fundamental report with:

• Financial strength score
• Business quality rating
• Competitive position assessment
• Key investment risks
• Fair value estimate with methodology
• Investment recommendation with time horizon

Enhanced Output (with --visual flag)

• All standard output sections above
• Chart data tables for 5 key visualization areas
• ASCII charts for terminal display
• Chart specifications for HTML report generation
• Color-coded metrics (green/red for positive/negative trends)

Standard Signal Output

All analysis concludes with this standardized block:

╔══════════════════════════════════════════════╗
║              INVESTMENT SIGNAL               ║
╠══════════════════════════════════════════════╣
║ Signal:      BULLISH / NEUTRAL / BEARISH     ║
║ Confidence:  HIGH / MEDIUM / LOW             ║
║ Horizon:     SHORT / MEDIUM / LONG-TERM      ║
║ Score:       X.X / 10                        ║
╠══════════════════════════════════════════════╣
║ Action:      BUY / HOLD / SELL               ║
║ Conviction:  STRONG / MODERATE / WEAK        ║
╚══════════════════════════════════════════════╝

Score Guide: 8.0–10.0 Strongly Bullish | 6.0–7.9 Moderately Bullish | 4.0–5.9 Neutral | 2.0–3.9 Moderately Bearish | 0.0–1.9 Strongly Bearish Confidence: HIGH (strong data, clear signals) | MEDIUM (mixed signals) | LOW (limited data, conflicting signals) Horizon: SHORT-TERM (1 week–3 months) | MEDIUM-TERM (3 months–1 year) | LONG-TERM (1+ years)