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idea-generation Skill

AI Agent SkillPythonOpen source

Systematic stock screening and investment idea sourcing. Combines quantitative screens, thematic research, and pattern recognition to surface new long and short ideas. Use when looking for new ideas, running screens, or conducting thematic sweeps. Triggers on "idea generation", "stock screen", "find ideas", "what looks Published by anthropics in financial-services.

Decision snapshot

Is this a fit?

Best for

Research, Includes SKILL.md, Reusable instructions

Works with

Compatibility not yet detected.

Access

Permission behavior not yet detected.

Setup

Copy skill directory

Project health

1 month ago · Apache-2.0 license

Considerations

No specific cautions were detected. Review the source and requested permissions before installing.

What is idea-generation Skill?

Systematic stock screening and investment idea sourcing. Combines quantitative screens, thematic research, and pattern recognition to surface new long and short ideas. Use when looking for new ideas, running screens, or conducting thematic sweeps. Triggers on "idea generation", "stock screen", "find ideas", "what looks Published by anthropics in financial-services. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.

Trust signal
95/100
Maintenance signal
90/100
Adoption signal
100/100

Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement. See how SkillIndex evaluates profiles.

Key capabilities

  • Includes SKILL.md support
  • Reusable instructions support
  • Research
  • Research use cases

Declared skill metadata

  • Source file: plugins/vertical-plugins/equity-research/skills/idea-generation/SKILL.md

These fields retain source and confidence evidence from the indexed SKILL.md.

Compatibility and setup

Copy skill directory
  • Install or run with Copy skill directory

When to use idea-generation Skill

  • Use it for research.

Built with

PythonCopy skill directory

Editorial notes

Source

  • Creator: anthropics
  • Repository: anthropics/financial-services
  • Skill file: plugins/vertical-plugins/equity-research/skills/idea-generation/SKILL.md

What it does

Systematic stock screening and investment idea sourcing. Combines quantitative screens, thematic research, and pattern recognition to surface new long and short ideas. Use when looking for new ideas, running screens, or conducting thematic sweeps. Triggers on "idea generation", "stock screen", "find ideas", "what looks

Skill instructions

Idea Generation Workflow Step 1: Define Search Criteria Ask the user for parameters: - Direction: Long ideas, short ideas, or both - Market cap: Large, mid, small, micro - Sector: Specific sector or cross-sector - Style: Value, growth, quality, special situation, event-driven - Geography: US, international, global - Theme: Any specific thematic angle (AI, reshoring, aging demographics, etc.) Step 2: Quantitative Screens Run screens based on the style: Value Screen - P/E below sector median - EV/EBITDA below historical average - Free cash flow yield 5% - Price/book below 1.5x - Insider buying in last 90 days - Dividend yield above market average Growth Screen - Revenue growth 15% YoY - Earnings growth 20% YoY - Revenue acceleration (growth rate increasing) - Expanding margins - High return on invested capital (15%) - Strong net retention (110% for SaaS) Quality Screen - Consistent revenue growth (5+ years) - Stable or expanding margins - ROE 15% - Low debt/equity - High free cash flow c

Verified compatibility and discovery

Frequently asked questions

What is idea-generation?

idea-generation is a open-source AI agent skill with Copy skill directory. Systematic stock screening and investment idea sourcing. Combines quantitative screens, thematic research, and pattern recognition to surface new long and short ideas.

Who is idea-generation best for?

idea-generation is best for reusing agent instructions, scripts, and references, research workflows.

How do I install idea-generation?

Install or run idea-generation using Copy skill directory. Check idea-generation for the latest setup command.

Is idea-generation actively maintained?

idea-generation may need a closer maintenance check before production use.

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Stars
34,310
Forks
5,108
Last commit
1 month ago
Last verified
Aug 20, 2026
Metadata fetched
Aug 20, 2026
Repository age
7 months
License
Apache-2.0

Project health auto-fetched from the source repository.

Maintain this resource?

Review this source-backed profile, send a correction with evidence, or link to it from your documentation. Claims verify your relationship to the project; profile facts still require source evidence and editorial review.

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