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veeramanikandanr48

Us Market Bubble Detector

by Veera · GitHub ↗ · v0.1.0
cross-platform ✓ Security Clean
1873
Downloads
3
Stars
8
Active Installs
1
Versions
Install in OpenClaw
/install us-market-bubble-detector
Description
Evaluates market bubble risk through quantitative data-driven analysis using the revised Minsky/Kindleberger framework v2.1. Prioritizes objective metrics (Put/Call, VIX, margin debt, breadth, IPO data) over subjective impressions. Features strict qualitative adjustment criteria with confirmation bias prevention. Supports practical investment decisions with mandatory data collection and mechanical scoring. Use when user asks about bubble risk, valuation concerns, or profit-taking timing.
Usage Guidance
This skill is internally coherent for detecting market-bubble conditions: it asks for public market indicators, uses mechanical scoring, and doesn't request credentials. Before installing or enabling it for autonomous use, do the following: 1) Inspect the bundled script scripts/bubble_scorer.py (or ask the publisher for its contents) to confirm it does not call unknown external endpoints or exfiltrate collected data. 2) Confirm you are comfortable with the agent performing web searches and hitting public APIs (no secrets required) — collected market data may be logged depending on your agent's telemetry settings. 3) If you plan to act on trading recommendations, treat outputs as advisory only and verify calculations independently. If bubble_scorer.py or any other shipped file contains network calls to private/personal servers, requires credentials, or obfuscated code, reconsider or mark the skill suspicious; that would change the assessment to suspicious or worse.
Capability Analysis
Type: OpenClaw Skill Name: us-market-bubble-detector Version: 0.1.0 The OpenClaw AgentSkills skill bundle 'us-market-bubble-detector' is a well-documented and rigorously defined financial analysis tool. The `SKILL.md` and `references/*.md` files contain strict instructions for the AI agent, emphasizing mandatory quantitative data collection and mechanical scoring from legitimate public financial sources (e.g., CBOE, FINRA, Google Trends). The `scripts/bubble_scorer.py` is a local Python utility for score calculation, lacking any network or sensitive file system access. There is no evidence of data exfiltration, malicious execution, persistence, obfuscation, or prompt injection aimed at subverting the agent for unauthorized actions; all instructions are aligned with the stated purpose of objective market bubble detection.
Capability Assessment
Purpose & Capability
Name, description, and SKILL.md all describe a data-driven bubble detector. The indicators (Put/Call, VIX, margin debt, breadth, IPOs, price acceleration) match the stated purpose; requested data sources (CBOE, FINRA, Google Trends, Renaissance, Yahoo Finance, TradingView, etc.) are appropriate and expected.
Instruction Scope
Runtime instructions are explicit and narrowly scoped: they require collecting numerical values from public sources, perform a mechanical Phase 2 score, and only allow limited qualitative adjustments with strict evidence rules. The SKILL.md directs web_search and cites pytrends/yfinance examples — normal for this use-case. It does not instruct reading local secrets or unrelated system files. Note: the skill will perform web lookups and may rely on third-party APIs or scraping, which is expected but means the agent will access external web endpoints.
Install Mechanism
No install spec (instruction-only) and no remote download steps — lowest-risk install model. There is a bundled script (scripts/bubble_scorer.py) but no install instructions; shipping code without an install step is common for optional helpers but means the code must be inspected before execution.
Credentials
The skill declares no required environment variables, no credentials, and no config paths. The APIs referenced in docs (Google Trends, yfinance, pytrends) typically work without private credentials or with non-sensitive tokens; nothing in SKILL.md asks for unrelated secrets.
Persistence & Privilege
Skill flags are default (always:false, agent invocation allowed). It does not request permanent presence, nor does it claim to modify other skills or system-wide settings. Autonomous invocation is allowed but that is platform-default and not by itself concerning here.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install us-market-bubble-detector
  3. After installation, invoke the skill by name or use /us-market-bubble-detector
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
US Market Bubble Detector v0.1.0 (Skill Launch, Framework v2.1) - Introduces strict, multi-phase evaluation of US equity market bubble risk utilizing a revised Minsky/Kindleberger framework. - Enforces mandatory quantitative data collection (put/call, VIX, margin debt, market breadth, IPOs) with explicit numerical thresholds. - Implements a two-phase process: mechanical data scoring followed by strictly limited qualitative adjustment (+3 points max, with confirmation bias checklist). - Adds nuanced risk granularity, including a new "Elevated Risk" phase. - Designed to guide profit-taking, entry/exit timing, and risk management decisions based on objective, reproducible analysis.
Metadata
Slug us-market-bubble-detector
Version 0.1.0
License
All-time Installs 8
Active Installs 8
Total Versions 1
Frequently Asked Questions

What is Us Market Bubble Detector?

Evaluates market bubble risk through quantitative data-driven analysis using the revised Minsky/Kindleberger framework v2.1. Prioritizes objective metrics (Put/Call, VIX, margin debt, breadth, IPO data) over subjective impressions. Features strict qualitative adjustment criteria with confirmation bias prevention. Supports practical investment decisions with mandatory data collection and mechanical scoring. Use when user asks about bubble risk, valuation concerns, or profit-taking timing. It is an AI Agent Skill for Claude Code / OpenClaw, with 1873 downloads so far.

How do I install Us Market Bubble Detector?

Run "/install us-market-bubble-detector" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Us Market Bubble Detector free?

Yes, Us Market Bubble Detector is completely free (open-source). You can download, install and use it at no cost.

Which platforms does Us Market Bubble Detector support?

Us Market Bubble Detector is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Us Market Bubble Detector?

It is built and maintained by Veera (@veeramanikandanr48); the current version is v0.1.0.

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