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SKILL verified Apache-2.0 Self-run

财经分析工具包

skill-wanxingai-lightagent-gupiaozhushou · by wanxingai

专业的财经分析工具包，提供股票分析、市场趋势预测、投资建议等功能，帮助Agent进行财经决策和市场研究。

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Install

$ agentstack add skill-wanxingai-lightagent-gupiaozhushou

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ✓ Network access No
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ✓ Environment & secrets No
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

✓ Security review passed
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Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

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About

财经分析工具包

专业的财经分析工具包，为AI Agent提供全面的财经分析能力。包含股票数据分析、市场趋势预测、投资组合优化等功能。

📊 功能模块

1. 股票数据分析

  • 实时股票价格获取
  • 历史数据查询与分析
  • 技术指标计算（MA, RSI, MACD等）
  • 基本面数据获取

2. 市场趋势分析

  • 大盘指数监控
  • 行业板块分析
  • 市场情绪指标
  • 宏观经济数据集成

3. 投资建议引擎

  • 风险评估模型
  • 投资组合优化
  • 资产配置建议
  • 止损止盈策略

4. 财经新闻聚合

  • 实时财经新闻
  • 热点事件分析
  • 舆情监控
  • 影响评估

🚀 快速开始

安装依赖

pip install yfinance pandas numpy matplotlib

基本使用示例

from finance_toolkit import StockAnalyzer

# 创建分析器
analyzer = StockAnalyzer()

# 获取股票数据
data = analyzer.get_stock_data("AAPL", period="1mo")

# 技术分析
analysis = analyzer.technical_analysis(data)
print(analysis)

📁 文件结构

finance-toolkit/
├── SKILL.md              # 技能说明文档
├── README.md             # 用户文档
├── finance_toolkit.py    # 核心Python模块
├── stock_analyzer.py     # 股票分析模块
├── market_trends.py      # 市场趋势模块
├── investment_advisor.py # 投资建议模块
├── news_aggregator.py    # 新闻聚合模块
└── examples/             # 使用示例

🔧 工具函数

股票分析工具

  • get_stock_price(symbol) - 获取实时股价
  • get_historical_data(symbol, period) - 获取历史数据
  • calculate_technical_indicators(data) - 计算技术指标
  • analyze_fundamentals(symbol) - 分析基本面

市场分析工具

  • get_market_indices() - 获取大盘指数
  • analyze_sector_performance() - 分析行业表现
  • get_market_sentiment() - 获取市场情绪
  • predict_market_trend() - 预测市场趋势

投资建议工具

  • assess_risk_profile() - 评估风险偏好
  • optimize_portfolio(assets) - 优化投资组合
  • generate_investment_advice() - 生成投资建议
  • set_stop_loss_targets() - 设置止损止盈

📈 数据源

  • Yahoo Finance (yfinance)
  • 公开市场数据API
  • 财经新闻API
  • 宏观经济数据库

⚠️ 免责声明

本工具包提供的分析结果仅供参考，不构成投资建议。投资有风险，决策需谨慎。

🔗 相关资源

📝 更新日志

  • v1.0.0 (2026-02-20): 初始版本发布，包含基础股票分析和市场趋势功能

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.

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