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Stock Fundamentals

核心功能:通过yfinance获取数据,分析股票估值、盈利、成长、财务健康、股东回报及分析师预期等信息,生成含指标、摘要、风险提示的结构化报告。典型场景:用户想了解个股基本面、判断是否值得买入,或询问P/E、EPS等具体指标时使用。输入为对应市场格式的股票代码,无需API密钥,依赖自动处理,仅查价格或宏观新闻时不适用。

youpele52
youpele52
热度 79.23
最近更新 2026-05-27 18:27:27
分类:数据依赖:代码执行应用场景:数据处理 / 财务 / 报告撰写

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add stock-fundamentals
Metadata
name
stock-fundamentals
description
Run local script to analyze stock fundamentals (P/E, EPS, margins, debt, ROE, analyst targets) using yfinance. Use exec tool to run: uv run /root/.openclaw/workspace/skills/stock-fundamentals/src/main.py <TICKER>. No API key required.
homepage
https://finance.yahoo.com
metadata
{"clawdbot":{"emoji":"📊","requires":{"bins":["uv"]}}}

Skill: Stock Fundamentals

When to use

  • The user wants a quick fundamental read on a stock beyond the current price.
  • The user wants valuation, profitability, growth, balance sheet, cash flow, dividend, or analyst expectation context for a company.
  • The user asks about P/E ratio, EPS, revenue, margins, debt, ROE, ROA, free cash flow, or analyst targets.
  • The user asks "is [company] a good buy?" or "what are the fundamentals for [company]?"

When NOT to use

  • The user only wants the current price or daily movement → use stock-price-checker-pro
  • The user wants broad market/macro news → use market-news-brief
  • The user wants a full equity research report combining all signals → use equity-research

Commands

Analyze a stock's fundamentals

uv run /root/.openclaw/workspace/skills/stock-fundamentals/src/main.py <TICKER>

uv run reads the inline dependency block at the top of main.py and auto-installs yfinance in an isolated environment. No pip install or venv setup needed.

Examples

# US stocks
uv run /root/.openclaw/workspace/skills/stock-fundamentals/src/main.py AAPL
uv run /root/.openclaw/workspace/skills/stock-fundamentals/src/main.py TSLA
uv run /root/.openclaw/workspace/skills/stock-fundamentals/src/main.py MSFT
uv run /root/.openclaw/workspace/skills/stock-fundamentals/src/main.py NVDA
uv run /root/.openclaw/workspace/skills/stock-fundamentals/src/main.py AMZN

# European stocks
uv run /root/.openclaw/workspace/skills/stock-fundamentals/src/main.py RHM.DE
uv run /root/.openclaw/workspace/skills/stock-fundamentals/src/main.py SAP.DE
uv run /root/.openclaw/workspace/skills/stock-fundamentals/src/main.py ASML.AS

# UK stocks
uv run /root/.openclaw/workspace/skills/stock-fundamentals/src/main.py SHEL.L

# ETFs (limited fundamentals available)
uv run /root/.openclaw/workspace/skills/stock-fundamentals/src/main.py SPY

Ticker Format Reference

Market Format Example
US stocks Plain AAPL, NVDA
German stocks .DE suffix RHM.DE, SAP.DE
UK stocks .L suffix SHEL.L, BP.L
Dutch stocks .AS suffix ASML.AS
Japanese .T suffix 7203.T
Korean .KS suffix 005930.KS
Crypto -USD BTC-USD, ETH-USD

Output

The command returns a structured fundamentals report including:

  • Header — company name, sector, industry, market cap
  • Valuation — Trailing P/E, Forward P/E, PEG Ratio, Price/Sales, Price/Book, EV/EBITDA
  • Profitability — Gross Margin, Operating Margin, Net Margin, ROE, ROA
  • Growth — Revenue Growth (YoY), Earnings Growth (YoY)
  • Financial Health — Total Cash, Total Debt, Debt/Equity, Current Ratio
  • Shareholder Return — Dividend Yield, Payout Ratio
  • Forward View — Analyst Target Price, Recommendation, Next Earnings Date
  • Fundamental Highlights — auto-generated narrative summary
  • Potential Watch Items — auto-generated risk flags

Notes

  • Do NOT use web search or curl to look up fundamentals — always use this script.
  • Do NOT use the stock-fundamentals.sh bash wrapper — call uv run src/main.py directly as shown above.
  • uv run handles all dependencies automatically — no manual environment setup needed.
  • Data is sourced from Yahoo Finance via yfinance. Results reflect the latest available data.
  • For companies with no dividend, dividend fields will show N/A — this is expected.