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theme-detector

Detect and rank trending market themes across sectors using financial data.

2|Updated Apr 6, 2026
Search Tags:#market analysis#investment analysis#sector analysis#theme detection#market themes
One-click install
npx skills add https://github.com/k1064190/stock-expectation --skill theme-detector-k1064190
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: theme-detector
Source: https://github.com/k1064190/stock-expectation/tree/main/.claude/skills/theme-detector
Command: npx skills add https://github.com/k1064190/stock-expectation --skill theme-detector-k1064190

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, numpy, pandas, yaml, finvizfinance, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill helps users identify and analyze trending market themes, providing insights into current market narratives and potential investment opportunities.

Core Features & Use Cases

  • Theme Detection: Identifies and ranks trending market themes across sectors.
  • Market Analysis: Analyzes cross-sector momentum, volume, and breadth signals to determine the strength of themes.
  • Lifecycle Assessment: Assesses the lifecycle maturity of themes (Emerging/Accelerating/Trending/Mature/Exhausting).
  • Narrative Confirmation: Uses WebSearch to confirm top themes based on recent news and sentiment.
  • Industry Rankings: Provides industry-level analysis and ranking.
  • Use Case: A user interested in understanding the current market trends might use this Skill to identify hot sectors and emerging themes, providing potential investment opportunities.

Quick Start

Use the theme-detector skill to get the current trending market themes.

Frequently Asked Questions about theme-detector

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

FAQPage Schema
How do I identify trending market themes for investment analysis?▼

You can identify trending market themes by analyzing cross-sector momentum, volume, and breadth signals. This approach detects financial data patterns and uses narrative confirmation to rank current market trends and assess their lifecycle maturity.

What is market theme detection and how does it work?▼

Market theme detection is the process of identifying and ranking trending market themes across sectors. It works by combining financial data analysis with narrative confirmation to determine theme strength and lifecycle maturity.

Can I use finvizfinance data for sector analysis and theme lifecycle assessment?▼

Yes, using finvizfinance data allows for comprehensive sector analysis and theme lifecycle assessment. The process evaluates cross-sector momentum and breadth signals to categorize themes as Emerging, Accelerating, Trending, Mature, or Exhausting.

Does market theme detection require WebSearch capabilities to confirm trends?▼

Market theme detection requires WebSearch capabilities to perform narrative confirmation. This validates the top trending market themes identified through financial data analysis by checking recent news and market sentiment.

What's the best way to analyze market narratives and emerging sector themes?▼

The best way to analyze market narratives is to combine cross-sector financial data analysis with WebSearch narrative confirmation. This dual approach identifies hot sectors, ranks emerging themes, and validates market sentiment for investment opportunities.

When should I not rely solely on financial data for market theme detection?▼

You should not rely solely on financial data for market theme detection when narrative confirmation is needed. Combining momentum and breadth signals with WebSearch sentiment analysis prevents missing critical lifecycle context or emerging news-driven trends.

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