us-market-bubble-detector

Score US equity market bubble risk using eight quantitative indicators.

2.6k|600|Updated Oct 19, 2025
One-click install
npx skills add https://github.com/tradermonty/claude-trading-skills --skill us-market-bubble-detector
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: us-market-bubble-detector
Source: https://github.com/tradermonty/claude-trading-skills/tree/main/skills/us-market-bubble-detector
Command: npx skills add https://github.com/tradermonty/claude-trading-skills --skill us-market-bubble-detector

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps investors and traders quantify US market bubble risk using a structured, data-driven scoring framework. It replaces reliance on narratives with measured indicators and a transparent two-phase evaluation process.

Core Features & Use Cases

  • Phase 1: Mandatory data collection for Put/Call, VIX, margin debt, breadth, and IPO activity
  • Phase 2: Mechanical scoring across eight indicators with explicit thresholds
  • Phase 3: Qualitative adjustment capped at +3 points with a confirmation-bias prevention checklist
  • Use cases: portfolio risk management, timing profit-taking, hedging, and scenario analysis

Quick Start

  • Run the Bubble-O-Meter to assess a ticker, for example: python bubble_scorer.py --ticker SPY --period 1y
  • Review the final score, phase, and recommended actions, and apply risk controls accordingly

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 quantify US market bubble risk using quantitative indicators?▼

You can quantify US market bubble risk by scoring eight quantitative indicators including Put/Call ratio, VIX, margin debt, breadth, and IPO activity. The Bubble-O-Meter applies a two-phase process of mechanical scoring and qualitative adjustment to deliver a final risk score.

What market breadth and VIX data do I need to assess equity bubble risk?▼

Assessing equity bubble risk requires mandatory data collection for Put/Call ratios, VIX levels, margin debt, market breadth, and IPO activity. These inputs feed into a mechanical scoring framework with explicit thresholds to generate a final bubble risk score.

Can I use margin debt and IPO activity to time profit-taking in the US stock market?▼

Yes, you can use margin debt and IPO activity alongside VIX and breadth to time profit-taking. The Bubble-O-Meter evaluates these indicators to provide actionable guidance for portfolio risk management, hedging, and timing decisions.

What is the best way to prevent confirmation bias when analyzing market bubble indicators?▼

The best way to prevent confirmation bias when analyzing market bubble indicators is to cap qualitative adjustments and apply a dedicated confirmation-bias prevention checklist. This ensures the final bubble risk score remains grounded in measured data thresholds.

Does the Bubble-O-Meter require external data feeds or paid dependencies to run?▼

No external dependencies are required to run the Bubble-O-Meter. The Skill operates standalone with internal scripts and references to collect and score the eight quantitative indicators needed for US market bubble risk evaluation.