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📈 Stock Analysis Skill#
Intelligent Stock Analysis System for OpenClaw
🆕 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 GetSTOCK_LISTStock codes to analyze (comma-separated)✅ YesYour stock list
Optional but Recommended:
VariableDescriptionRequiredHow to GetFree TierTAVILY_API_KEYTavily Search API key (news sentiment)⚠️ Optionalhttps://tavily.com/100 searches/dayALPHA_VANTAGE_API_KEYAlpha Vantage API key (US stocks fallback)⚠️ Optionalhttps://www.alphavantage.co/500 requests/dayTUSHARE_TOKENTushare Pro token (A-share backup)⚠️ Optionalhttps://tushare.pro/Requires credits
Optional Configuration:
VariableDescriptionDefaultBIAS_THRESHOLDDeviation threshold (%)5.0NEWS_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#
MarketPrimaryFallbackStatusA-sharesAkShareefinance ✅✅ Real-timeHK stocksYahoo Finance-⚠️ Rate limitUS 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#
bash
cd ~/.openclaw/workspace/skills/stock_analysis_skill
# Install dependencies
pip3 install -r requirements.txt
Configuration#
Step 1: Copy environment template
bash
cp .env.example .env
Step 2: Edit .env file
bash
nano .env
Step 3: Add your API keys
bash
# 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#
python
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#
text
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#
python
# Analyze your portfolio daily
stocks = ['600519', 'hk00700', 'AAPL', 'TSLA']
result = analyze_stocks(stocks)
2. Market Overview#
python
# Analyze market indices
indices = ['SPX', 'DJI', 'IXIC']
result = analyze_stocks(indices)
3. Sector Analysis#
python
# Analyze tech sector
tech_stocks = ['AAPL', 'MSFT', 'GOOGL', 'NVDA']
result = analyze_stocks(tech_stocks)
⚙️ Configuration#
Environment Variables#
bash
# 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#
text
📊 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#
- GitHub Issues: https://github.com/leohuang8688/stock_analysis_skill/issues
- Documentation: See README.md
📄 License#
MIT License - See LICENSE file for details.
👨💻 Author#
PocketAI for Leo - OpenClaw Community
- GitHub: @leohuang8688
- Contact: claw@pocketai.sg
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#
bash
cd ~/.openclaw/workspace/skills/stock_analysis_skill
# 安装依赖
pip3 install -r requirements.txt
配置#
bash
# 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#
python
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#
text
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#
python
# 每天分析你的投资组合
stocks = ['600519', 'hk00700', 'AAPL', 'TSLA']
result = analyze_stocks(stocks)
2. 市场概览#
python
# 分析市场指数
indices = ['SPX', 'DJI', 'IXIC']
result = analyze_stocks(indices)
3. 行业分析#
python
# 分析科技行业
tech_stocks = ['AAPL', 'MSFT', 'GOOGL', 'NVDA']
result = analyze_stocks(tech_stocks)
⚙️ 配置#
环境变量#
bash
# 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#
text
📊 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#
- GitHub Issues: https://github.com/leohuang8688/stock_analysis_skill/issues
- 文档: 详见 README.md
📄 许可证#
MIT License - 详见 LICENSE 文件。
👨💻 作者#
PocketAI for Leo - OpenClaw Community
- GitHub: @leohuang8688
- 联系方式： claw@pocketai.sg
Happy Investing! 📈
最后更新： 2026-03-19
版本： 1.0.0
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