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.