金融

actuarial-risk-modeling

Guides agents in framing, selecting, validating, diagnosing, and communicating actuarial and financial risk models, including GLMs, frequency-severity, survival, time series, reserving, calibration, tail risk, and governance.

★ 88 GitHub Stars
94 质量评分
16 文件

关于此 Skill

Use when analyzing, selecting, validating, or communicating models for insurance, actuarial, financial-risk, or other consequential uncertain outcomes. Covers regression, generalized linear models, frequency-severity, panel and longitudinal data, survival, time series, credibility, reserving, tail risk, calibration, and model governance. Do not use for generic software forecasting, ordinary SaaS financial models, or credentialed actuarial, investment, legal, or regulatory advice without the relevant specialist review.

使用场景

  • Insurance pricing and claims analysis
  • Reserving and solvency assessment
  • Financial returns, volatility, and portfolio risk modeling
  • Model validation, calibration, and backtesting
  • Risk model reporting and governance

功能

  • Decision and data-contract framing workflow
  • Model-family selection guidance for actuarial and risk outcomes
  • Read-only CSV/JSONL preflight profiling script
  • Temporal split and leakage audit script
  • Templates for validation, reporting, and model governance

要求

  • Python 3

支持的 Agent

未指定

Skill 文件

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