sec-10q-analysis

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Analyze 10-Q quarterly filings for public companies using Octagon MCP. Use when extracting quarterly performance metrics, revenue breakdown, operating margins, segment performance, and interim financial updates from SEC 10-Q filings.

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Sourceoctagonai/skills

Added on2026-02-08

NPX Install

npx skill4agent add octagonai/skills sec-10q-analysis

SKILL.md Content

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SEC 10-Q Analysis

Analyze quarterly 10-Q filings for public companies to extract quarterly performance metrics, segment breakdown, and interim financial updates using the Octagon MCP server.

Prerequisites

Ensure Octagon MCP is configured in your AI agent (Cursor, Claude Desktop, Windsurf, etc.). See references/mcp-setup.md for installation instructions.

Workflow

1. Identify Analysis Parameters

Determine the following before querying:

Ticker: Stock symbol (e.g., AAPL, MSFT, GOOGL)
Quarter (optional): Specific quarter if not latest (Q1, Q2, Q3)
Focus Areas (optional): Revenue, margins, segment performance, etc.

2. Execute Query via Octagon MCP

Use the

octagon-agent

tool with a natural language prompt:

Analyze the latest 10-Q filing for <TICKER> and extract quarterly performance metrics.

MCP Call Format:

json

{
  "server": "octagon-mcp",
  "toolName": "octagon-agent",
  "arguments": {
    "prompt": "Analyze the latest 10-Q filing for AAPL and extract quarterly performance metrics."
  }
}

3. Expected Output

The agent returns comprehensive 10-Q analysis including:

Quarterly Metrics:

Total Revenue (with YoY comparison)
Net Income
Basic and Diluted EPS
Operating Income and Margin
Segment Revenue Breakdown

Balance Sheet Updates:

Cash and Equivalents
Long-term Debt
Liquidity Position

Source Citations:

Specific page references from the 10-Q filing

Data Sources: octagon-financials-agent, octagon-sec-agent

4. Interpret Results

See references/interpreting-results.md for guidance on:

Understanding quarterly vs annual comparisons
Analyzing segment performance
Identifying sequential trends
Comparing to analyst expectations

Example Queries

Standard 10-Q Analysis:

Analyze the latest 10-Q filing for AAPL and extract quarterly performance metrics.

Segment Performance:

Extract product segment revenue breakdown from AAPL's latest 10-Q filing.

Margin Analysis:

Analyze operating and gross margins from MSFT's Q2 2024 10-Q filing.

YoY Comparison:

Compare GOOGL's Q3 2024 quarterly metrics to Q3 2023 from 10-Q filings.

Cash Flow Focus:

Extract quarterly cash flow metrics from AMZN's latest 10-Q filing.

Guidance Updates:

Extract any updated guidance or outlook from META's latest 10-Q filing.

10-Q Filing Structure

Section	Content
Part I, Item 1	Financial Statements (Unaudited)
Part I, Item 2	MD&A (Management Discussion & Analysis)
Part I, Item 3	Quantitative & Qualitative Disclosures
Part I, Item 4	Controls and Procedures
Part II, Item 1	Legal Proceedings
Part II, Item 1A	Risk Factors (Updates)
Part II, Item 2	Unregistered Sales of Equity
Part II, Item 6	Exhibits

Key Quarterly Metrics

Metric	Description	Comparison
Revenue	Quarterly sales	YoY and QoQ
Net Income	Quarterly profit	YoY and QoQ
EPS (Basic)	Earnings per share	vs Estimates
EPS (Diluted)	Diluted EPS	vs Estimates
Operating Income	Income from operations	Margin trend
Gross Margin	Gross profit / Revenue	vs Prior quarter
Operating Margin	Operating income / Revenue	vs Prior quarter

Segment Analysis

Common segment breakdowns in 10-Q filings:

Company	Typical Segments
AAPL	iPhone, Mac, iPad, Services, Wearables
MSFT	Productivity, Intelligent Cloud, Personal Computing
GOOGL	Google Services, Google Cloud, Other Bets
AMZN	North America, International, AWS
META	Family of Apps, Reality Labs

10-Q vs 10-K Differences

Aspect	10-Q	10-K
Frequency	Quarterly (Q1, Q2, Q3)	Annual
Financials	Unaudited	Audited
Detail Level	Summary	Comprehensive
Risk Factors	Updates only	Full disclosure
MD&A	Quarterly focus	Annual review

Analysis Tips

Sequential comparison: Compare Q2 to Q1 (QoQ) not just YoY for trend insights.
Seasonality awareness: Some businesses have strong seasonal patterns - compare to same quarter prior year.
Guidance updates: Check MD&A for any updated full-year guidance.
Risk factor changes: Part II Item 1A only includes changes - review for new concerns.
Segment mix shifts: Watch for changes in segment contribution to total revenue.
Margin trends: Operating margin changes can signal pricing or cost pressures.

Use Cases

Earnings analysis: Detailed breakdown after quarterly earnings
Trend tracking: Monitor sequential quarter performance
Estimate validation: Compare actual results to analyst estimates
Guidance monitoring: Track any guidance updates or revisions
Competitive tracking: Compare quarterly performance across peers