idea-generation

idea-generation is a skill for Claude Code from anthropics/financial-services. It costs 81 tokens per session (901 once invoked), scanned A, original, Apache-2.0.

A process for finding investment ideas by screening stocks and studying themes. It can look for companies matching styles such as value, growth, quality, long ideas, or short ideas.

In plain words
What is it for?
Use it to run stock screens, find long or short candidates, search by sector or geography, investigate investment themes, and build an initial list of companies for further research.
Why use it?
It narrows a large stock universe using defined business, financial, market, and thematic conditions instead of relying only on ad-hoc searching.

Skill for Claude Code ✓ vendor

Written for Claude Code: shipped in a Claude Code plugin.

Part of the market-researcher plugin — 5 skills, 1 agent shipped together

Good fit Use it to run stock screens, find long or short candidates, search by sector or geography, investigate investment themes, and build an initial list of companies for further research.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/anthropics/financial-services/idea-generation
About the project

Claude for Financial Services is a collection of agents, skills, commands, plugins, and data connectors for investment banking, equity research, private equity, and wealth-management workflows. Financial professionals use it to draft models, memos, research notes, and reconciliations for review by qualified people. The catalogue contains components from these workflows, including agents, skills, plugins, commands, and instructions.

anthropics/financial-services · 34,727 stars · on GitHub

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add anthropics/financial-services --skill idea-generation
Clone the repo
git clone --depth 1 https://github.com/anthropics/financial-services

Made for: Claude Code.

Or install market-researcher, the plugin that ships this one along with the rest of its 5 skills, 1 agent.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for idea-generation

README.md
[![agentmods](https://agentmods.dev/badge/skills/anthropics/financial-services/idea-generation.svg)](https://agentmods.dev/skills/anthropics/financial-services/idea-generation)
Your own site
<a href="https://agentmods.dev/skills/anthropics/financial-services/idea-generation"><img src="https://agentmods.dev/badge/skills/anthropics/financial-services/idea-generation.svg" alt="Measured on agentmods" height="20"></a>
Per session 81 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 901 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 12 Jun 2026
  • Snyk warn 12 Jun 2026
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00081 $0.00901
Opus 5 $0.00041 $0.00451
Sonnet 5 $0.00016 $0.00180
Haiku 4.5 $0.00008 $0.00090

Measured 8d ago against content hash e5f49f0f513f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

idea-generation scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

3 near-identical copies found in the catalogue:

plugins/agent-plugins/market-researcher/skills/idea-generation/SKILL.md · 115 lines

How it starts

The opening of the file, as written. The whole thing — 115 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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 conversion
  • Insider ownership >5%

Short Screen

  • Declining revenue or decelerating growth
  • Margin compression
  • Rising receivables / inventory vs. sales
  • Insider selling
  • Valuation premium to peers without justification
  • High short interest with deteriorating fundamentals
  • Accounting red flags (auditor changes, restatements)

Special Situation Screen

  • Recent IPOs / SPACs with lockup expirations
  • Spin-offs in last 12 months
  • Companies emerging from restructuring
  • Activist involvement
  • Management changes at underperforming companies

Step 3: Thematic Sweep

For thematic ideas, research the theme and identify beneficiaries:

  1. Define the thesis (e.g., "AI infrastructure spending accelerates through 2026")
  2. Map the value chain — who benefits directly vs. indirectly?
  3. Identify pure-play vs. diversified exposure
  4. Assess which names are already "priced in" vs. under-appreciated
  5. Look for second-order beneficiaries that the market hasn't connected to the theme

Read the full file on GitHub · 115 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 115 lines · 81 tokens per session scan A e5f49f0f513f

Subscribe to this mod's changes

idea-generation is a skill published in the GitHub repository anthropics/financial-services (34,727 stars, last pushed 13d ago), licensed Apache-2.0. It adds 81 tokens to every session and 901 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

Other skills, from other repositories