us-market-bubble-detector

Score US market bubble risk using quantitative data and mechanical rules.

23|2|Updated Feb 10, 2026
One-click install
npx skills add https://github.com/luisschmitzheadline/VC-Skills.md --skill us-market-bubble-detector-luisschmitzheadline
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: us-market-bubble-detector
Source: https://github.com/luisschmitzheadline/VC-Skills.md/tree/main/knowledge_skills/investment_analysis/tradermonty-bubble-detector
Command: npx skills add https://github.com/luisschmitzheadline/VC-Skills.md --skill us-market-bubble-detector-luisschmitzheadline

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Market bubbles are difficult to detect with impressions or noise; this Skill provides a structured, data-driven approach to evaluate bubble risk using a formal framework.

Core Features & Use Cases

  • Quantitative data collection from authoritative sources (Put/Call, VIX, margin debt, breadth, IPOs) and a deterministic scoring system.
  • Two-phase evaluation: Phase 1 mandatory data collection, Phase 2 mechanical scoring, Phase 3 qualitative adjustment with strict evidence requirements.
  • Provides actionable guidance for inquiries about bubble risk, valuation concerns, or profit-taking timing, including an Elevated Risk phase in v2.1.

Quick Start

Collect Phase 1 data from the required sources, run Phase 2 scoring mechanically, and apply Phase 3 adjustments only when you have measurable evidence.

Frequently Asked Questions about us-market-bubble-detector

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

FAQPage Schema
How do I detect a market bubble using quantitative data?

Market bubble detection requires gathering quantitative data from authoritative sources including Put/Call ratios, VIX, margin debt, and market breadth, then applying a deterministic mechanical scoring framework to assess risk.

What is the best way to assess bubble risk and valuation concerns in US markets?

Assessing bubble risk in US markets involves a structured two-phase evaluation: mandatory quantitative data collection followed by mechanical scoring, with qualitative adjustments applied only when supported by measurable evidence.

How do I use the Put/Call ratio and VIX for investment risk-management?

The Put/Call ratio and VIX serve as mandatory quantitative inputs during Phase 1 data collection, feeding into a deterministic scoring system that evaluates market bubble risk and informs profit-taking timing decisions.

When do I need a structured framework for market-analysis instead of impressions?

A structured framework for market-analysis is necessary when impressions and market noise are insufficient, requiring quantified data collection and a strict evaluation order to accurately assess inflationary bubble risk.

Can I apply subjective adjustments to the mechanical bubble risk score?

Subjective adjustments to the mechanical bubble risk score are permitted only during Phase 3 evaluation, and they must remain capped with strict evidence requirements based on measurable data.

Does this bubble detection approach work outside of US markets?

This bubble detection approach applies specifically to US markets, utilizing a structured framework tailored for scenarios involving bubble risk, valuation concerns, and profit-taking timing within that market context.