analyst-estimates
Retrieve analyst financial estimates including Revenue and EPS projections with low/high ranges and analyst coverage. Use when…
Retrieve year-over-year growth in income statement items including Revenue, Gross Profit, Operating Income, Net Income, and EPS Diluted. Use when analyzing company financial growth trends, comparing fiscal year performance, or identifying profitability inflection points.
$ npx -y skills add octagonai/skills --skill income-statement-growth --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/income-statement-growthContext preview
The summary Claude sees to decide when to auto-load this skill.
Retrieve year-over-year growth in income statement items including Revenue, Gross Profit, Operating Income, Net Income, and EPS Diluted. Use when analyzing company financial growth trends, comparing fiscal year performance, or identifying profitability inflection points.
name: income-statement-growth description: Retrieve year-over-year growth in income statement items including Revenue, Gross Profit, Operating Income, Net Income, and EPS Diluted. Use when analyzing company financial growth trends, comparing fiscal year performance, or identifying profitability inflection points.
Retrieve and analyze year-over-year growth in key income statement items for public companies using Octagon MCP.
Ensure Octagon MCP is configured in your AI agent (Cursor, Claude Desktop, Windsurf, etc.). See [references/mcp-setup.md](references/mcp-setup.md) for installation instructions.
Retrieve year-over-year growth in key income-statement items for <TICKER>, limited to <N> records and filtered by period <FY|Q>.
**MCP Call:**
{
"server": "octagon-mcp",
"toolName": "octagon-agent",
"arguments": {
"prompt": "Retrieve year-over-year growth in key income-statement items for AAPL, limited to 5 records and filtered by period FY"
}
}The agent returns a table with YoY growth percentages:
| Fiscal Year | Revenue Growth (%) | Gross Profit Growth (%) | Operating Income Growth (%) | Net Income Growth (%) | EPS Diluted Growth (%) | |-------------|-------------------|------------------------|----------------------------|----------------------|------------------------| | 2025 | 6.43 | 8.04 | 7.98 | 19.50 | 22.70 | | 2024 | 2.02 | 6.82 | 7.80 | -3.36 | -0.82 | | 2023 | -2.80 | -0.96 | -4.30 | -2.81 | 0.33 | | 2022 | 7.79 | 11.74 | 9.63 | 5.41 | 8.91 |
**Data Source:** octagon-financials-agent
After receiving data, generate observations:
1. **Growth acceleration**: Identify years with strong growth across all metrics 2. **Margin divergence**: Note when Net Income growth differs significantly from Revenue growth 3. **EPS vs Net Income**: Compare EPS growth to Net Income growth (share buybacks impact) 4. **Contraction periods**: Flag years with negative growth and potential causes
Based on results, suggest deeper analysis:
| Metric | Definition | |--------|------------| | Revenue Growth | YoY change in total sales | | Gross Profit Growth | YoY change in Revenue minus Cost of Goods Sold | | Operating Income Growth | YoY change in income from core operations | | Net Income Growth | YoY change in bottom-line profit after all expenses | | EPS Diluted Growth | YoY change in earnings per share (fully diluted) |
1. **EPS outpacing Net Income**: Indicates share buyback activity reducing share count 2. **Gross Profit > Revenue growth**: Margin expansion from pricing power or cost efficiency 3. **Operating Income > Gross Profit growth**: Operating leverage from fixed cost management 4. **Net Income volatility**: Often driven by one-time items, taxes, or interest expenses
A collection of AI agent skills for financial data analysis powered by the Octagon MCP.
Retrieve analyst financial estimates including Revenue and EPS projections with low/high ranges and analyst coverage. Use when…
Retrieve year-over-year growth in balance sheet items including Total Assets, Total Liabilities, Shareholders Equity, Cash, and…
Retrieve detailed balance sheet statement data including Total Assets, Current Assets, Non-Current Assets, Liabilities, Equity,…
Retrieve market capitalization data for multiple companies at once using Octagon MCP. Use when comparing valuations across peers,…
Retrieve year-over-year growth in cash flow metrics including Operating Cash Flow, Free Cash Flow, and Net Cash Flow. Use when…
Retrieve real-time or historical cash flow statement data including Net Income, Operating Cash Flow, Investing Cash Flow,…