idea-generation

Triage public equity idea candidates into research priorities with routing recommendations.

8|12|Updated Sep 19, 2025
One-click install
npx skills add https://github.com/xpert-ai/xpert-plugins --skill idea-generation-xpert-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: idea-generation
Source: https://github.com/xpert-ai/xpert-plugins/tree/main/community/roles/financial-markets/skills/idea-generation
Command: npx skills add https://github.com/xpert-ai/xpert-plugins --skill idea-generation-xpert-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill eliminates the unstructured, time-consuming manual work of triaging raw public equity idea candidates, filtering out false positives, and routing high-priority names to the correct downstream research workflows, giving PMs a consistent, repeatable idea funnel.

Core Features & Use Cases

  • PM-Grade Triage: Classify idea candidates into actionable research priorities, watchlist items, or rejected false positives using structured PM judgment heuristics and archetype-based screening.
  • Thematic & Archetype Screening: Screen ideas by long/short/pair/catalyst/watchlist archetypes, and map thematic candidates to specific industry beneficiary pathways for more accurate analysis.
  • Downstream Routing: Automatically route high-priority candidates to the right next workflow, from equity model updates and earnings previews to pitch development and thesis tracking.
  • Use Case: Imagine you have 60 raw public equity candidates from a sector screen. Use this Skill to quickly filter out false positives, rank the remaining names by research priority, and route the top candidates to your team's model and earnings workflows.

Quick Start

Use the idea-generation skill to triage the list of public equity candidates in the attached 'sector_screen_output.csv' file and produce a prioritized research queue with routing recommendations for each candidate.

Frequently Asked Questions about idea-generation

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

FAQPage Schema
How do I screen and triage raw public equity investment ideas?

To screen and triage public equity ideas, you can apply structured PM judgment heuristics and archetype-based screening to classify candidates into actionable research priorities, watchlist items, or rejected false positives. This creates a consistent, repeatable idea funnel.

What is the best way to route equity research candidates to downstream workflows?

The best way to route equity research candidates is to use deterministic scoring of structured inputs to map high-priority names into specialized analysis workflows, such as equity model updates, earnings previews, pitch development, and thesis tracking.

How do I filter false positives from a large sector screen output?

You filter false positives from sector screen outputs by applying structured screening logic that requires source-backed exposure proof and expectations risk labeling, ensuring only valid candidates remain for archetype-based classification.

Can I use archetype-based screening for thematic public equity ideas?

Yes, you can use archetype-based screening for thematic public equity ideas by mapping long, short, pair, catalyst, and watchlist archetypes to specific industry beneficiary pathways for more accurate analysis and research prioritization.

Does PM triage require structured candidate inputs for deterministic scoring?

Yes, PM triage requires structured candidate inputs for deterministic scoring because the screening logic evaluates source-backed exposure proof and expectations risk labeling to consistently rank and route investment candidates.

What is PM triage for public equity research workflows?

PM triage for public equity research workflows is the process of classifying raw idea candidates into research priorities using judgment heuristics, eliminating unstructured manual work and building a repeatable candidate funnel for downstream analysis.