sec-10k-analysis
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ChineseSEC 10-K Analysis
SEC 10-K 分析
Analyze annual 10-K filings for public companies to extract key financial metrics, risk factors, and business insights using the Octagon MCP server.
使用Octagon MCP服务器分析上市公司的年度10-K报告，提取关键财务指标、风险因素及业务洞察。
Prerequisites
前置条件
Ensure Octagon MCP is configured in your AI agent (Cursor, Claude Desktop, Windsurf, etc.). See references/mcp-setup.md for installation instructions.
确保Octagon MCP已在你的AI Agent（Cursor、Claude Desktop、Windsurf等）中配置完成。安装说明请参考references/mcp-setup.md。
Workflow
工作流程
1. Identify Analysis Parameters
1. 确定分析参数
Determine the following before querying:
- Ticker: Stock symbol (e.g., AAPL, MSFT, GOOGL)
- Filing Year (optional): Specific fiscal year if not latest
- Focus Areas (optional): Financial metrics, risk factors, business segments, etc.
查询前需明确以下信息：
- 股票代码（Ticker）：股票符号（例如：AAPL、MSFT、GOOGL）
- 报告年份（可选）：若无需最新报告，可指定特定财年
- 重点领域（可选）：财务指标、风险因素、业务板块等
2. Execute Query via Octagon MCP
2. 通过Octagon MCP执行查询
Use the tool with a natural language prompt:
octagon-agentAnalyze the latest 10-K filing for <TICKER> and extract key financial metrics and risk factors.MCP Call Format:
json
{
"server": "octagon-mcp",
"toolName": "octagon-agent",
"arguments": {
"prompt": "Analyze the latest 10-K filing for AAPL and extract key financial metrics and risk factors."
}
}使用工具，输入自然语言提示词：
octagon-agentAnalyze the latest 10-K filing for <TICKER> and extract key financial metrics and risk factors.MCP调用格式：
json
{
"server": "octagon-mcp",
"toolName": "octagon-agent",
"arguments": {
"prompt": "Analyze the latest 10-K filing for AAPL and extract key financial metrics and risk factors."
}
}3. Expected Output
3. 预期输出
The agent returns comprehensive 10-K analysis including:
Financial Metrics:
- Total Revenues
- Net Income
- Total Assets
- Total Liabilities
- Cash Flows (Operating, Investing, Financing)
Risk Factors:
- Macroeconomic risks
- Operational risks
- Regulatory risks
- Cybersecurity threats
- Supply chain dependencies
Source Citations:
- Specific page references from the 10-K filing
Data Sources: octagon-financials-agent, octagon-sec-agent
Agent会返回全面的10-K分析结果，包括：
财务指标：
- 总营收
- 净利润
- 总资产
- 总负债
- 现金流（经营、投资、融资）
风险因素：
- 宏观经济风险
- 运营风险
- 监管风险
- 网络安全威胁
- 供应链依赖
来源引用：
- 10-K报告中的具体页码参考
数据来源：octagon-financials-agent、octagon-sec-agent
4. Interpret Results
4. 解读结果
See references/interpreting-results.md for guidance on:
- Understanding 10-K structure and sections
- Analyzing risk factor disclosures
- Comparing YoY changes in filings
- Identifying material changes
关于以下内容的指导，请参考references/interpreting-results.md：
- 理解10-K报告的结构和章节
- 分析风险因素披露信息
- 对比报告的同比变化
- 识别重大变更
Example Queries
示例查询
Standard 10-K Analysis:
Analyze the latest 10-K filing for AAPL and extract key financial metrics and risk factors.Risk Factor Focus:
Extract and summarize all risk factors from TSLA's latest 10-K filing.Business Segment Analysis:
Analyze the business segment disclosures in MSFT's latest 10-K filing.Management Discussion:
Extract the Management Discussion and Analysis (MD&A) section from AMZN's latest 10-K.Historical Comparison:
Compare key financial metrics between GOOGL's 2024 and 2023 10-K filings.Specific Section Extraction:
Extract the legal proceedings section from META's latest 10-K filing.标准10-K分析：
Analyze the latest 10-K filing for AAPL and extract key financial metrics and risk factors.风险因素聚焦：
Extract and summarize all risk factors from TSLA's latest 10-K filing.业务板块分析：
Analyze the business segment disclosures in MSFT's latest 10-K filing.管理层讨论：
Extract the Management Discussion and Analysis (MD&A) section from AMZN's latest 10-K.历史对比：
Compare key financial metrics between GOOGL's 2024 and 2023 10-K filings.特定章节提取：
Extract the legal proceedings section from META's latest 10-K filing.10-K Filing Structure
10-K报告结构
| Section | Content |
|---|---|
| Part I, Item 1 | Business Overview |
| Part I, Item 1A | Risk Factors |
| Part I, Item 1B | Unresolved Staff Comments |
| Part I, Item 2 | Properties |
| Part I, Item 3 | Legal Proceedings |
| Part II, Item 5 | Market Information |
| Part II, Item 6 | Selected Financial Data |
| Part II, Item 7 | MD&A (Management Discussion & Analysis) |
| Part II, Item 7A | Quantitative & Qualitative Disclosures |
| Part II, Item 8 | Financial Statements |
| Part II, Item 9A | Controls and Procedures |
| 章节 | 内容 |
|---|---|
| Part I, Item 1 | 业务概述 |
| Part I, Item 1A | 风险因素 |
| Part I, Item 1B | 未解决的员工意见 |
| Part I, Item 2 | 资产情况 |
| Part I, Item 3 | 法律诉讼 |
| Part II, Item 5 | 市场信息 |
| Part II, Item 6 | 精选财务数据 |
| Part II, Item 7 | MD&A（管理层讨论与分析） |
| Part II, Item 7A | 定量与定性披露 |
| Part II, Item 8 | 财务报表 |
| Part II, Item 9A | 控制与流程 |
Key Metrics to Extract
需提取的关键指标
| Metric | Location | Importance |
|---|---|---|
| Total Revenue | Income Statement | Top-line performance |
| Net Income | Income Statement | Bottom-line profitability |
| Total Assets | Balance Sheet | Company size/resources |
| Total Liabilities | Balance Sheet | Debt obligations |
| Operating Cash Flow | Cash Flow Statement | Cash generation |
| Free Cash Flow | Cash Flow Statement | Available cash |
| Segment Revenue | Notes | Business mix |
| 指标 | 位置 | 重要性 |
|---|---|---|
| 总营收 | 利润表 | 营收端表现 |
| 净利润 | 利润表 | 盈利底线表现 |
| 总资产 | 资产负债表 | 公司规模/资源 |
| 总负债 | 资产负债表 | 债务义务 |
| 经营现金流 | 现金流量表 | 现金生成能力 |
| 自由现金流 | 现金流量表 | 可用现金 |
| 板块营收 | 附注 | 业务构成 |
Risk Factor Categories
风险因素类别
Common risk categories disclosed in 10-K filings:
| Category | Examples |
|---|---|
| Macroeconomic | Economic downturns, inflation, interest rates |
| Operational | Supply chain, manufacturing, quality control |
| Regulatory | Government regulation, compliance, legal |
| Competitive | Market competition, pricing pressure |
| Technology | Cybersecurity, IP protection, obsolescence |
| Financial | Foreign exchange, credit, liquidity |
| Strategic | M&A integration, market expansion |
10-K报告中常见的风险披露类别：
| 类别 | 示例 |
|---|---|
| 宏观经济 | 经济衰退、通货膨胀、利率波动 |
| 运营 | 供应链、制造、质量控制 |
| 监管 | 政府监管、合规要求、法律问题 |
| 竞争 | 市场竞争、价格压力 |
| 技术 | 网络安全、知识产权保护、技术过时 |
| 财务 | 外汇波动、信用风险、流动性 |
| 战略 | 并购整合、市场扩张 |
Analysis Tips
分析技巧
-
Compare to prior year: Look for new risk factors or removed ones - changes signal shifting concerns.
-
Read MD&A carefully: Management's discussion often provides context not in the numbers.
-
Check auditor opinion: Located in Item 8, indicates any concerns about financial statements.
-
Review legal proceedings: Item 3 discloses ongoing litigation that could impact financials.
-
Segment analysis: Breakdown by segment reveals which businesses drive growth or drag performance.
-
Cross-reference with 10-Q: Quarterly filings may have more recent updates.
- 与上年对比：关注新增或移除的风险因素——变化意味着关注点的转移。
- 仔细阅读MD&A：管理层讨论通常会提供数据之外的背景信息。
- 查看审计意见：位于Item 8，显示对财务报表的任何疑虑。
- 审核法律诉讼：Item 3披露的未决诉讼可能影响财务状况。
- 板块分析：按板块拆分可揭示哪些业务推动增长或拖累业绩。
- 与10-Q交叉参考：季度报告可能包含最新更新。
Use Cases
使用场景
- Due diligence: Comprehensive review before investment decisions
- Risk assessment: Identify company-specific and industry risks
- Competitive analysis: Compare disclosures across industry peers
- Earnings prep: Understand company context before earnings calls
- Compliance review: Verify disclosure completeness
- 尽职调查：投资决策前的全面审查
- 风险评估：识别公司特定及行业风险
- 竞争分析：对比行业同行的披露信息
- 财报准备：财报电话会议前了解公司背景
- 合规审查：验证披露信息的完整性