volatility-regime-monitor

Analyze volatility regimes to determine risk-on versus risk-off posture for asset pools.

20|Updated Feb 14, 2026
One-click install
npx skills add https://github.com/yuping322/finskills --skill volatility-regime-monitor
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: volatility-regime-monitor
Source: https://github.com/yuping322/finskills/tree/main/China-market/volatility-regime-monitor
Command: npx skills add https://github.com/yuping322/finskills --skill volatility-regime-monitor

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

评估波动率状态(实现波动/隐含波动、波动的波动、回撤)并给出风险开关判断与监控触发条件。当用户询问波动率状态、风险状态、或需要波动监控与预警时使用。

Core Features & Use Cases

  • 实现波动率状态判定:计算已实现波动、隐含波动、波动的波动以及回撤等核心指标。
  • 风险开关与监控触发:基于分位数的状态映射输出风险阈值与监控触发条件,支持风控与仓位管理。
  • 应用场景与产出:适用于日频/区间数据的标的池分析,提供可复用的结构化结论、监控清单与下一步建议。
  • 输出模板与数据结构:生成可直接用于监控系统的摘要和详细报告模板,便于后续自动化落地。

Quick Start

在 Kiro 中输入标的、时间窗口和输出偏好等参数,让系统输出波动率状态及监控要点。

Frequently Asked Questions about volatility-regime-monitor

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I determine risk-on vs risk-off posture using volatility metrics?

Risk-on vs risk-off posture is determined by analyzing realized volatility, implied volatility, volatility of volatility, and drawdown metrics. The Skill maps these indicators to quantile-based state thresholds, generating a posture assessment and actionable risk-control triggers for your asset pool.

What is volatility regime monitoring and when do I need it?

Volatility regime monitoring assesses market risk states by tracking realized volatility, implied volatility, and drawdowns to guide risk controls. You need it when managing portfolios over daily or period-based windows to trigger adjustments for changing market conditions.

How do I set up volatility monitoring triggers for an asset pool?

Set up monitoring triggers by inputting your target assets, time window, and output preferences. The Skill calculates quantile-based thresholds from volatility and drawdown metrics, then outputs a structured monitoring checklist with defined risk-control trigger conditions.

Can I apply volatility regime analysis to daily equity and index data?

Yes, volatility regime analysis applies to daily or period-based windows across equities, indices, and portfolios. It processes your specified asset pool to evaluate volatility metrics and generate risk-on vs risk-off posture guidance for portfolio management.

What is the best way to monitor volatility of volatility for risk management?

The best way is to track vol-of-vol alongside realized volatility, implied volatility, and drawdown as part of a quantile-based state mapping framework. This approach provides structured risk thresholds and monitoring triggers for systematic risk-control actions.

What data do I need to calculate volatility regimes and drawdown thresholds?

You need time-series data for your asset pool covering daily or period-based windows. The Skill requires inputs for realized volatility, implied volatility, volatility of volatility, and drawdown calculations to map quantile states and output risk-control triggers.