ClawHub

Stock Analysis Skill

Other

Provides multi-market real-time stock analysis with technical indicators, news sentiment, and AI buy/sell/hold recommendations for portfolios and indices.

Install

openclaw skills install stock-analysis-skill

📈 Stock Analysis Skill

Intelligent Stock Analysis System for OpenClaw

Version 2.0.1 License: MIT Python 3.10+

🆕 Latest Update (v2.0.1)

  • ✅ Alpha Vantage Integration - US stocks fallback
  • ✅ Free Tier - Daily close price (500 requests/day)
  • ✅ Auto Fallback - Yahoo Finance → Alpha Vantage

🔐 Required Environment Variables

Required:

VariableDescriptionRequiredHow to Get
STOCK_LISTStock codes to analyze (comma-separated)✅ YesYour stock list

Optional but Recommended:

VariableDescriptionRequiredHow to GetFree Tier
TAVILY_API_KEYTavily Search API key (news sentiment)⚠️ Optionalhttps://tavily.com/100 searches/day
ALPHA_VANTAGE_API_KEYAlpha Vantage API key (US stocks fallback)⚠️ Optionalhttps://www.alphavantage.co/500 requests/day
TUSHARE_TOKENTushare Pro token (A-share backup)⚠️ Optionalhttps://tushare.pro/Requires credits

Optional Configuration:

VariableDescriptionDefault
BIAS_THRESHOLDDeviation threshold (%)5.0
NEWS_MAX_AGE_DAYSNews age limit (days)3

Notes:

  • Without TAVILY_API_KEY: News sentiment analysis will be disabled
  • Without ALPHA_VANTAGE_API_KEY: US stocks may fail during Yahoo Finance rate limits
  • Without TUSHARE_TOKEN: A-share fallback to efinance only

✨ Features

  • 🌏 Multi-Market Support - A-shares, H-shares, US stocks
  • 📊 Real-Time Quotes - Live market data
  • 📈 Technical Analysis - MA, RSI, MACD, trend analysis
  • 📰 News Sentiment Analysis - Real-time news search with Tavily API
  • 🤖 AI Decision Dashboard - Intelligent buy/sell/hold recommendations
  • 📱 Multi-Channel Notifications - Uses OpenClaw's built-in messaging
  • ⏰ Scheduled Analysis - Automated daily analysis
  • 🎯 Precise Price Points - Exact entry, target, and stop-loss prices
  • 🔄 Multi-Source Fallback - Automatic data source switching

📊 Data Source Hierarchy

MarketPrimaryFallbackStatus
A-sharesAkShareefinance ✅✅ Real-time
HK stocksYahoo Finance-⚠️ Rate limit
US stocksYahoo FinanceAlpha Vantage ✅✅ Daily close

📰 News Sentiment Features

  • Real-time News Search - Powered by Tavily Search API
  • Sentiment Scoring - Positive/Negative/Neutral analysis
  • Keyword Analysis - Detects bullish/bearish keywords
  • News Count - Number of relevant news articles
  • Integration - Sentiment affects buy/sell recommendations

🚀 Quick Start

Installation

cd ~/.openclaw/workspace/skills/stock_analysis_skill

# Install dependencies
pip3 install -r requirements.txt

Configuration

Step 1: Copy environment template

cp .env.example .env

Step 2: Edit .env file

nano .env

Step 3: Add your API keys

# Required: Your stock list
STOCK_LIST=600519,hk00700,AAPL,TSLA

# Recommended: Tavily API (news sentiment)
# Get free key: https://tavily.com/
TAVILY_API_KEY=your_tavily_key_here

# Recommended: Alpha Vantage (US stocks fallback)
# Get free key: https://www.alphavantage.co/support/#api-key
ALPHA_VANTAGE_API_KEY=your_alpha_vantage_key_here

# Optional: Tushare Pro token (A-share backup)
# Get token: https://tushare.pro/
TUSHARE_TOKEN=your_tushare_token_here

# Optional: Analysis settings
BIAS_THRESHOLD=5.0
NEWS_MAX_AGE_DAYS=3

Basic Usage

from src.analyzer import analyze_stocks

# Analyze single stock
result = analyze_stocks(['600519'])
print(result)

# Analyze multiple stocks
result = analyze_stocks(['600519', 'hk00700', 'AAPL', 'TSLA'])
print(result)

📊 Analysis Features

Multi-Market Support

  • A-shares: Shanghai and Shenzhen stocks (600519, 000001, etc.)
  • H-shares: Hong Kong stocks (hk00700, hk09988, etc.)
  • US stocks: NASDAQ, NYSE stocks (AAPL, TSLA, etc.)
  • US indices: SPX, DJI, IXIC

Technical Indicators

  • Moving Averages: MA5, MA10, MA20, MA60
  • Trend Detection: Bullish, Bearish, Neutral
  • Momentum: RSI, MACD
  • Support/Resistance: Key price levels

Decision Dashboard

Each analysis includes:

  • Recommendation: BUY / SELL / HOLD
  • Action: 🟢 Buy / 🟡 Hold / 🔴 Sell
  • Score: 0-100 confidence score
  • Current Price: Real-time price
  • Target Price: Profit-taking level
  • Stop Loss: Risk management level
  • Confidence: High / Medium / Low
  • Reasoning: Clear explanation

📁 Project Structure

stock_analysis_skill/
├── src/
│   └── analyzer.py         # Main analysis engine
├── .env.example            # Environment variables template
├── requirements.txt        # Python dependencies
├── SKILL.md                # This file
└── README.md               # Documentation

🎯 Use Cases

1. Daily Portfolio Review

# Analyze your portfolio daily
stocks = ['600519', 'hk00700', 'AAPL', 'TSLA']
result = analyze_stocks(stocks)

2. Market Overview

# Analyze market indices
indices = ['SPX', 'DJI', 'IXIC']
result = analyze_stocks(indices)

3. Sector Analysis

# Analyze tech sector
tech_stocks = ['AAPL', 'MSFT', 'GOOGL', 'NVDA']
result = analyze_stocks(tech_stocks)

⚙️ Configuration

Environment Variables

# Stock list (comma-separated)
STOCK_LIST=600519,hk00700,AAPL,TSLA

# News search API (optional)
TAVILY_API_KEY=your_tavily_key

# Analysis settings
BIAS_THRESHOLD=5.0  # Deviation threshold (%)
NEWS_MAX_AGE_DAYS=3  # News age limit (days)

📝 Output Format

Example Report

📊 股票智能分析报告

分析时间：2026-03-19 18:00
分析股票数：3
==================================================

🟢 买入 600519
当前价格：1850.50
涨跌幅：+2.35%
建议：BUY
目标价：2035.55
止损价：1757.98
置信度：high
理由：技术趋势：bullish, 涨跌幅：2.35%, 舆情：positive (0.75)
新闻：5 条相关新闻，正面情绪主导
--------------------------------------------------

🟡 观望 hk00700
当前价格：420.60
涨跌幅：-0.85%
建议：HOLD
目标价：378.54
止损价：441.63
置信度：medium
理由：技术趋势：neutral, 涨跌幅：-0.85%, 舆情：neutral (0.50)
新闻：3 条相关新闻，情绪中性
--------------------------------------------------

🔴 卖出 AAPL
当前价格：175.30
涨跌幅：-1.25%
建议：SELL
目标价：157.77
止损价：184.07
置信度：high
理由：技术趋势：bearish, 涨跌幅：-1.25%, 舆情：negative (0.30)
新闻：7 条相关新闻，负面情绪主导
--------------------------------------------------

⚠️ 免责声明：本报告仅供参考，不构成投资建议。

⚠️ Limitations

Data Sources

  • A-shares: AkShare (free, may have delays)
  • H-shares: Yahoo Finance (free, 15-min delay)
  • US stocks: Yahoo Finance (free, real-time for most)

Analysis Accuracy

  • Technical analysis is rule-based
  • News sentiment requires API configuration
  • AI recommendations use scoring system

💰 Pricing

Free Data Sources

  • AkShare: Free A-share data
  • Yahoo Finance: Free US/HK data
  • Basic Analysis: Free

Optional Paid APIs

  • Tavily: News search (free tier: 100 searches/day)

📞 Support

📄 License

MIT License - See LICENSE file for details.

👨‍💻 Author

PocketAI for Leo - OpenClaw Community

Happy Investing! 📈

Last Updated: 2026-03-19
Version: 1.0.0

📈 股票分析技能

OpenClaw 智能股票分析系统

🔐 环境变量配置

变量说明必需
STOCK_LIST要分析的股票代码（逗号分隔）✅ 是
TAVILY_API_KEYTavily Search API 密钥（新闻搜索）⚠️ 可选
BIAS_THRESHOLD乖离率阈值 (%)⚠️ 可选
NEWS_MAX_AGE_DAYS新闻时效上限 (天)⚠️ 可选

✨ 功能特性

  • 🌏 多市场支持 - A 股、港股、美股
  • 📊 实时行情 - 实时市场数据
  • 📈 技术分析 - 均线、RSI、MACD、趋势分析
  • 📰 新闻舆情 - 实时新闻和情绪分析
  • 🤖 AI 决策仪表盘 - 智能买入/卖出/持有建议
  • 📱 多渠道推送 - 使用 OpenClaw 内置消息功能
  • ⏰ 定时分析 - 自动化每日分析
  • 🎯 精确点位 - 精确的买入、目标、止损价格

🚀 快速开始

安装

cd ~/.openclaw/workspace/skills/stock_analysis_skill

# 安装依赖
pip3 install -r requirements.txt

配置

# 复制示例 .env 文件
cp .env.example .env

# 编辑 .env 并添加 API 密钥
nano .env

基本使用

from src.analyzer import analyze_stocks

# 分析单只股票
result = analyze_stocks(['600519'])
print(result)

# 分析多只股票
result = analyze_stocks(['600519', 'hk00700', 'AAPL', 'TSLA'])
print(result)

📊 分析功能

多市场支持

  • A 股 - 上海和深圳股票（600519, 000001 等）
  • 港股 - 香港股票（hk00700, hk09988 等）
  • 美股 - NASDAQ、NYSE 股票（AAPL, TSLA 等）
  • 美股指数 - SPX, DJI, IXIC

技术指标

  • 移动平均线 - MA5、MA10、MA20、MA60
  • 趋势检测 - 牛市、熊市、中性
  • 动量 - RSI、MACD
  • 支撑/阻力 - 关键价格位

决策仪表盘

每次分析包含：

  • 建议 - 买入 / 卖出 / 持有
  • 操作 - 🟢 买入 / 🟡 持有 / 🔴 卖出
  • 评分 - 0-100 置信度评分
  • 当前价格 - 实时价格
  • 目标价 - 获利了结位
  • 止损价 - 风险管理位
  • 置信度 - 高 / 中 / 低
  • 理由 - 清晰解释

📁 项目结构

stock_analysis_skill/
├── src/
│   └── analyzer.py         # 主分析引擎
├── .env.example            # 环境变量模板
├── requirements.txt        # Python 依赖
├── SKILL.md                # 本文件
└── README.md               # 使用文档

🎯 使用案例

1. 每日投资组合审查

# 每天分析你的投资组合
stocks = ['600519', 'hk00700', 'AAPL', 'TSLA']
result = analyze_stocks(stocks)

2. 市场概览

# 分析市场指数
indices = ['SPX', 'DJI', 'IXIC']
result = analyze_stocks(indices)

3. 行业分析

# 分析科技行业
tech_stocks = ['AAPL', 'MSFT', 'GOOGL', 'NVDA']
result = analyze_stocks(tech_stocks)

⚙️ 配置

环境变量

# 股票列表（逗号分隔）
STOCK_LIST=600519,hk00700,AAPL,TSLA

# 新闻搜索 API（可选）
TAVILY_API_KEY=your_tavily_key

# 分析设置
BIAS_THRESHOLD=5.0  # 乖离率阈值 (%)
NEWS_MAX_AGE_DAYS=3  # 新闻时效上限 (天)

📝 输出格式

示例报告

📊 股票智能分析报告

分析时间：2026-03-19 18:00
分析股票数：3
==================================================

🟢 买入 600519
当前价格：1850.50
涨跌幅：+2.35%
建议：BUY
目标价：2035.55
止损价：1757.98
置信度：high
理由：技术趋势：bullish, 涨跌幅：2.35%
--------------------------------------------------

🟡 观望 hk00700
当前价格：420.60
涨跌幅：-0.85%
建议：HOLD
目标价：378.54
止损价：441.63
置信度：medium
理由：技术趋势：neutral, 涨跌幅：-0.85%
--------------------------------------------------

⚠️ 免责声明：本报告仅供参考，不构成投资建议。

⚠️ 限制说明

数据来源

  • A 股 - AkShare（免费，可能有延迟）
  • 港股 - Yahoo Finance（免费，15 分钟延迟）
  • 美股 - Yahoo Finance（免费，大部分实时）

分析准确性

  • 技术分析基于规则
  • 新闻舆情需要 API 配置
  • AI 建议使用评分系统

💰 定价

免费数据源

  • AkShare - 免费 A 股数据
  • Yahoo Finance - 免费美/港数据
  • 基础分析 - 免费

可选付费 API

  • Tavily - 新闻搜索（免费层：100 次/天）

📞 支持

📄 许可证

MIT License - 详见 LICENSE 文件。

👨‍💻 作者

PocketAI for Leo - OpenClaw Community

Happy Investing! 📈

最后更新： 2026-03-19
版本： 1.0.0