技能 数据科学 投资组合风险指标计算

投资组合风险指标计算

v20260509
risk-metrics-calculation
本技能提供一套全面的投资组合风险测量工具包,能够计算价值风险(VaR)、条件风险值(CVaR)、夏普比率、索提诺比率和回撤分析等核心指标。适用于金融领域的风险量化、风控体系构建、制定风险限额和监管报告。
获取技能
287 次下载
概览

Risk Metrics Calculation

Comprehensive risk measurement toolkit for portfolio management, including Value at Risk, Expected Shortfall, and drawdown analysis.

Use this skill when

  • Measuring portfolio risk
  • Implementing risk limits
  • Building risk dashboards
  • Calculating risk-adjusted returns
  • Setting position sizes
  • Regulatory reporting

Do not use this skill when

  • The task is unrelated to risk metrics calculation
  • You need a different domain or tool outside this scope

Instructions

  • Clarify goals, constraints, and required inputs.
  • Apply relevant best practices and validate outcomes.
  • Provide actionable steps and verification.
  • If detailed examples are required, open resources/implementation-playbook.md.

Resources

  • resources/implementation-playbook.md for detailed patterns and examples.

Limitations

  • Use this skill only when the task clearly matches the scope described above.
  • Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
  • Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.
信息
Category 数据科学
Name risk-metrics-calculation
版本 v20260509
大小 6.22KB
更新时间 2026-05-10
语言