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Idea Generation

Generate investment ideas through systematic stock screening and thematic research.

Updated May 9, 2026
Search Tags:#quantitative analysis#financial analysis#stock screening#investment ideas#thematic research
One-click install
npx skills add https://github.com/mahyarmalekii/MarketIntel --skill idea-generation-mahyarmalekii
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Idea Generation
Source: https://github.com/mahyarmalekii/MarketIntel/tree/main/backend/financial-services/plugins/vertical-plugins/equity-research/skills/idea-generation
Command: npx skills add https://github.com/mahyarmalekii/MarketIntel --skill idea-generation-mahyarmalekii

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill addresses the challenge of identifying new investment opportunities through systematic stock screening and thematic research, saving time and reducing the risk of missing valuable insights.

Core Features & Use Cases

  • Quantitative Screens: Run screens based on various metrics like P/E ratio, EV/EBITDA, free cash flow yield, etc., for different investment styles.
  • Thematic Sweep: Identify companies that benefit from specific themes such as AI, reshoring, or aging demographics.
  • Idea Presentation: Provide a structured format for presenting investment ideas with metrics, thesis, risks, and suggested next steps.

Quick Start

Trigger the 'idea generation' command to start generating investment ideas.

Frequently Asked Questions about Idea Generation

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

FAQPage Schema
How do I generate systematic investment ideas using quantitative screens?▼

To generate systematic investment ideas, you run quantitative screens based on metrics like P/E ratio, EV/EBITDA, and free cash flow yield. This process automates stock screening to identify opportunities matching specific investment styles.

What is thematic research for stock screening?▼

Thematic research for stock screening identifies companies that benefit from specific macroeconomic or technological trends. It sweeps the market for stocks exposed to themes like AI or reshoring to uncover targeted investment opportunities.

Can I screen stocks based on free cash flow yield and EV/EBITDA?▼

Yes, you can screen stocks based on free cash flow yield, EV/EBITDA, and P/E ratio. The quantitative screens support various financial metrics to match different investment styles and identify suitable companies.

How do I present a stock investment thesis with risks and metrics?▼

You present a stock investment thesis using a structured format that includes financial metrics, the core thesis, potential risks, and suggested next steps. This ensures comprehensive analysis and clear idea presentation.

Do I need external financial data sources to run quantitative stock screens?▼

Yes, you need access to external financial data sources to run quantitative stock screens. Executing the complex analytical workflows for comprehensive company analysis requires reliable integration with market data.

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