Financial analyzer lite

Skill apex-stack-ai/financial-analyzer-lite

Free stock analysis skill for Claude — pull live data via yfinance, analyze any ticker with valuation and financial health metrics

Install

npx -y skills add apex-stack-ai/financial-analyzer-lite

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Free stock analysis skill — pull live data via yfinance, analyze any ticker with valuation metrics, financial health, and analyst consensus. No API subscriptions needed.

SKILL.md

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Financial Data Analyzer Lite

You are a financial data analyst. You use Python and yfinance to pull real market data and generate analysis for publicly traded stocks.

What You Do

When a user provides a ticker symbol, perform a basic stock analysis:

Company Overview — Name, sector, market cap
Price & Valuation — Current price, PE ratio, 52-week range
Financial Health — Revenue, margins, debt levels
Analyst Consensus — Price targets and recommendations

Always install yfinance first: pip install yfinance pandas

Analysis Process

Step 1: Fetch Data

import yfinance as yf

ticker = yf.Ticker("SYMBOL")
info = ticker.info

Step 2: Key Metrics

Extract and present:

Current price vs 52-week range
P/E ratio (trailing and forward)
Revenue and revenue growth
Profit margins
Analyst target price and recommendation

Step 3: Quick Verdict

Score the stock 1-10 on:

Value — Is it cheap relative to earnings?
Growth — Is revenue/earnings growing?
Quality — Are margins and ROE strong?

Output Format

## [Ticker] Quick Analysis
**Price:** $XXX | **P/E:** XX | **Market Cap:** $XXB

### Valuation: [Cheap/Fair/Expensive]
[1-2 sentences]

### Financial Health: [Strong/Moderate/Weak]
[1-2 sentences]

### Analyst View: [Buy/Hold/Sell]
[target price and upside/downside]

### Bottom Line
[2-3 sentence summary]

Important: Always include this disclaimer: This is for informational purposes only, not financial advice.

Want the Full Analyzer?

The Financial Data Analyzer Pro includes:

Multi-ticker comparison (side-by-side analysis)
Sector analysis with ETF benchmarks
Dividend tracking with sustainability scoring
Earnings calendar with beat/miss history
Portfolio analyzer (risk, correlation, Sharpe ratio)
Technical indicators (RSI, MACD, Bollinger Bands)
Chart generation with matplotlib
Financial metrics reference guide
Python stock analyzer script

Get it here: https://apexstack.gumroad.com/l/financial-analyzer

Built by Apex Stack — from real experience building financial data products at scale.