Agent Skills › freestylefly/wesight › stock-analyzer

stock-analyzer

GitHub

一站式股票深度分析工具，支持A股、美股及港股。整合实时行情、基本面、技术面及成长性数据，生成包含评分、交易策略和风险预警的专业投资报告。

SKILLs/stock-analyzer/SKILL.md freestylefly/wesight

Trigger Scenarios

用户请求股票深度分析或综合报告用户询问特定股票的投资建议与风险评估

Install

npx skills add freestylefly/wesight --skill stock-analyzer -g -y

More Options

Non-standard path

npx skills add https://github.com/freestylefly/wesight/tree/main/SKILLs/stock-analyzer -g -y

Use without installing

npx skills use freestylefly/wesight@stock-analyzer

指定 Agent (Claude Code)

npx skills add freestylefly/wesight --skill stock-analyzer -a claude-code -g -y

安装 repo 全部 skill

npx skills add freestylefly/wesight --all -g -y

预览 repo 内 skill

npx skills add freestylefly/wesight --list

SKILL.md

Frontmatter

{
    "name": "stock-analyzer",
    "official": true,
    "description": "A comprehensive stock deep analysis tool that combines real-time quotes, fundamental metrics, technical indicators, and growth analysis into a single professional report. Supports A-share, US stocks, HK stocks. Generates detailed investment recommendations with risk assessment and actionable trading strategies."
}

Stock Deep Analyzer

One-stop comprehensive stock analysis tool that generates professional-grade investment reports.

Features

Real-time Market Data — Current price, volume, market cap, beta
Value Investing Metrics — P/E, P/B, ROE, ROA, dividend yield, payout ratio
Technical Indicators — MA5/20/60, RSI, MACD, Bollinger Bands, VWAP
Growth Analysis — Revenue growth, earnings growth, profit margins
Financial Health — Asset/liability ratio, liquidity ratio
Investment Rating — Multi-dimensional scoring (value 35% / technical 25% / growth 25% / financial 15%)
Trading Strategies — Long-term hold, swing trade, short-term speculation
Risk Assessment — Key risks and price levels

Dependencies

Python packages (install once):

pip install yfinance pandas numpy

Usage

IMPORTANT: Always use the $SKILLS_ROOT environment variable to locate scripts.

Basic Analysis

export PYTHONIOENCODING=utf-8
python "$SKILLS_ROOT/stock-analyzer/scripts/analyze.py" 601288.SS

Specify Analysis Period

export PYTHONIOENCODING=utf-8
python "$SKILLS_ROOT/stock-analyzer/scripts/analyze.py" 000001.SZ --period 1y

US Stocks

export PYTHONIOENCODING=utf-8
python "$SKILLS_ROOT/stock-analyzer/scripts/analyze.py" AAPL

Parameters

Parameter	Description	Example	Default
`ticker`	Stock ticker symbol (required)	601288.SS, AAPL	-
`--period`	Analysis period	1mo, 3mo, 6mo, 1y, 2y	6mo
`--output`	Output format	text, json	text

Stock Ticker Formats

A-share (Shanghai): 600519.SS, 601288.SS
A-share (Shenzhen): 000001.SZ, 002594.SZ
US stocks: AAPL, TSLA, NVDA
HK stocks: 0700.HK, 9988.HK

Output Structure

The analysis report includes 8 sections:

Real-time Market Overview
Value Investing Indicators (Score /10)
Technical Analysis (Score /10)
Growth Indicators (Score /10)
Financial Health (Score /10)
Comprehensive Investment Rating (Overall /10)
Recommended Trading Strategies
Key Risk Warnings

Workflow

When user requests stock analysis:

Identify ticker symbol
- User may provide company name → use web-search to find ticker
- A-share: Shanghai = .SS, Shenzhen = .SZ

Execute analysis

export PYTHONIOENCODING=utf-8
python "$SKILLS_ROOT/stock-analyzer/scripts/analyze.py" <ticker>

Interpret results
- Extract overall rating and key findings
- Highlight investment recommendation
- Emphasize risk warnings
- Provide actionable price levels