idea-generation

Combine quantitative stock screening with thematic analysis to generate investment idea shortlists.

1.6k|270|Updated Jan 18, 2026
One-click install
npx skills add https://github.com/ginlix-ai/LangAlpha --skill idea-generation-ginlix-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: idea-generation
Source: https://github.com/ginlix-ai/LangAlpha/tree/main/skills/idea-generation
Command: npx skills add https://github.com/ginlix-ai/LangAlpha --skill idea-generation-ginlix-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Stock-picking is time-consuming and error-prone; this Skill provides a structured workflow that blends quantitative stock screening with thematic research to surface actionable investment ideas.

Core Features & Use Cases

  • Quantitative screening: apply criteria across market cap, sector, price, growth, and valuation to generate candidate lists.
  • Thematic analysis: map investment themes to beneficiaries and identify potential winners.
  • Idea shortlist: compile a concise list with a one-line thesis and key metrics for each idea.
  • Use case: run weekly sweeps for portfolio optimization or ideation.

Quick Start

Provide a shortlist of stock ideas by applying user-defined screens and themes.

Frequently Asked Questions about idea-generation

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

FAQPage Schema
How do I generate investment ideas using quantitative stock screening and thematic analysis?

To generate investment ideas, you apply customizable quantitative stock screening criteria across market cap, sector, price, growth, and valuation, then map those results to thematic beneficiaries to produce a actionable shortlist.

What is the best way to combine thematic sweeps with stock screens for portfolio optimization?

The best way to combine thematic sweeps with stock screens is to run a structured workflow that maps investment themes to beneficiaries and applies quantitative criteria, outputting a concise shortlist with key metrics for portfolio optimization.

Can I customize stock screening criteria across different sectors and geographies?

Yes, you can customize stock screening criteria across sectors and geographies by specifying parameters for market cap, sector, price, growth, and valuation to identify targeted investment ideas during thematic sweeps.

What metrics are included in the shortlist when running stock screens for investment research?

The shortlist includes a one-line investment thesis and key metrics for each idea, documenting the screening approach and quantitative criteria applied during the thematic analysis and stock screening process.

Does quantitative stock screening work for weekly investment idea generation sessions?

Yes, quantitative stock screening works for weekly idea generation sessions by running regular sweeps across sectors and geographies to surface a shortlist of actionable investment ideas with documented key metrics.

Why should I use thematic analysis instead of standalone quantitative stock screening?

You should use thematic analysis alongside quantitative stock screening because blending the two maps investment themes to potential beneficiaries, reducing error-prone stock picking and surfacing a more actionable investment shortlist.