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LLMQuant Skills

LLMQuant Skills

Reusable finance Agent Skills — grounded in LLMQuant Data

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GitHub stars License: MIT Native LLMQuant Data MCP Open LLMQuant Agent Playground Last commit

npx skills add LLMQuant/skills      # Claude Code · Codex · Cursor · Antigravity · OpenClaw · Hermes · …

Tip

18 category skills — equities, options, macro, crypto, credit, portfolio, risk, and more — that route an agent to the right finance workflow and keep every claim grounded in LLMQuant Data.

Contents

Overview

LLMQuant Skills — finance Agent Skills grounded in LLMQuant Data

This repository is a skill catalog. The install/import unit is a category folder under skills/llmquant-* — each one a router SKILL.md that indexes workflows/*.md, tells the agent which workflow to load, and enforces the LLMQuant Data evidence contract. It is not an isolated SKILL.md and not a single workflow file.

Repository layout
skills/
├── llmquant-data/
│   ├── SKILL.md
│   ├── workflows/
│   ├── scripts/
│   └── assets/
├── llmquant-etfs/
│   ├── SKILL.md
│   └── workflows/
└── ...

.claude-plugin/     # Claude Code plugin + marketplace manifests
.codex-plugin/      # Codex plugin manifest
.cursor-plugin/     # Cursor plugin manifest
assets/
README.md
README.zh-CN.md

Category Skills

Skill Scope Key workflows
llmquant-data LLMQuant Data primitives and source-grounded research. 10-K risk review, 13F holders, U.S. macro snapshot, macro brief
llmquant-equities Equity research, comparison, valuation, catalysts, and sell discipline. Five-lens analysis, equity compare, research memo, merger arb, take-profit lab
llmquant-etfs ETF holdings, overlap, concentration, and exposure analysis. ETF overlap report
llmquant-options Options, volatility, Greeks, unusual activity, and option backtests. IV rank, strategy builder, Greeks dashboard, P&L simulator, volatility surface
llmquant-equity-derivatives Single-stock derivative and hybrid security research. Single-stock derivative playbook, convertible and warrant lens
llmquant-commodities Commodity spot, futures curve, inventory, and macro linkage work. Commodity market lens, futures curve monitor
llmquant-crypto Crypto regime, token research, perpetual funding, basis, and leverage monitoring. Crypto market regime, token research, perp funding monitor
llmquant-prediction-markets Event odds, prediction-market contracts, probability gaps, and cross-venue arb review. Event probability brief, arb watch, probability vs options pricing
llmquant-macro Macro dashboards, central-bank previews, liquidity, growth, inflation, and portfolio impact. Global macro dashboard, Fed policy preview, macro-to-portfolio impact
llmquant-credit Issuer credit, spread regimes, high-yield stress, refinancing, and default risk. Issuer credit risk review, credit spread regime, high-yield stress monitor
llmquant-rates-fx Rates, yield curves, central-bank divergence, FX carry, and currency risk. Yield curve trade lens, central-bank divergence, FX carry dashboard
llmquant-events Earnings, M&A, regulatory, legal, policy, and catalyst event monitoring. Earnings event brief, M&A event tracker, regulatory risk monitor
llmquant-portfolio Company profiles, thesis tracking, watchlists, alerts, and themes. Company profile, thesis tracker, theme research, watchlist monitor, alert manager
llmquant-portfolio-lab Portfolio exposure maps, what-if simulations, and virtual portfolio states. Portfolio exposure map, portfolio what-if simulator
llmquant-risk Risk regime, hedging, panic scoring, and research quality checks. Fear score, VIX status, hedge advisor, research health check
llmquant-strategies Hedge-fund and PM strategy playbooks. Equity long/short, long-biased, event-driven, macro, quant, multi-strategy
llmquant-market-intelligence Reusable market utilities and signal views. Macro view, market sentiment, event probability signals
llmquant-investor-lenses Investor-style reasoning overlays using LLMQuant Data evidence. Buffett, Graham, Munger, Lynch, Fisher, Burry, Ackman, Damodaran, and more

Install

Recommended: npx skills add

One command, and it works across Claude Code, Codex, Cursor, Antigravity, Gemini, and other agents.

Tip

Already inside an agent? Just run npx skills add LLMQuant/skills — it auto-detects the host and installs to the right place.

# Pick skills interactively for the current agent
npx skills add LLMQuant/skills

# Install all category skills globally
npx skills add LLMQuant/skills -g --all

# Install specific skills
npx skills add LLMQuant/skills -g --skill llmquant-options llmquant-equities

# Target a specific agent
npx skills add LLMQuant/skills -a codex

Manage installed skills with npx skills list, npx skills update, and npx skills remove. Then ask the agent What skills are available?, or invoke one directly, e.g. /llmquant-options.

Selecting LLMQuant skills with npx skills add

Native plugin install

The whole repository is also packaged as a single plugin that bundles every category skill, for agents with a native plugin system.

Claude Code — add this repo as a plugin marketplace, then install the bundle:

/plugin marketplace add LLMQuant/skills
/plugin install llmquant-skills@llmquant

Codex — the repo ships .codex-plugin/plugin.json, so it is plugin-ready. To install today, use the CLI above (npx skills add LLMQuant/skills -a codex), or install a single category skill via the skill installer:

$skill-installer install https://github.com/LLMQuant/skills/tree/main/skills/llmquant-options

Cursor · Antigravity · other agents — use the recommended CLI with the matching agent, e.g. npx skills add LLMQuant/skills -a cursor or -a antigravity.

LLMQuant Data

These skills are the workflow layer for LLMQuant Data — one MCP server that feeds prices, filings, 13F, macro, ETF holdings, crypto, and more to your agents. Configure once, and every agent in your stack gets the data.

LLMQuant Data, everywhere your agent runs — Claude Code, Cursor, Codex, Gemini, and more

Set it up the AI-native way — paste this to your agent:

Install the LLMQuant data-mcp server in this environment by following https://github.com/LLMQuant/data-mcp

Or add it by hand:

claude mcp add llmquant-data -e LLMQUANT_API_KEY=your_api_key -- npx -y @llmquant/data-mcp

Note

Grab an API key and the full multi-agent setup at docs.llmquantdata.com and LLMQuant/data-mcp.

Skills describe the data they need in natural language and let the agent route to whatever LLMQuant Data exposes, so coverage can grow without editing any skill. Without llmquant-data connected, skills still run as reusable workflows — the agent asks for user-provided data and clearly labels anything missing. The full evidence contract is in CONTRIBUTING.md.

▶ Watch the playground demo
LLMQuant Agent Playground demo — Data MCP and Skills in action

Contributing

Add or update workflows inside the relevant category (skills/llmquant-<category>/SKILL.md + workflows/ + scripts/ + assets/):

  • Category folders must be named llmquant-*, and SKILL.md is the router that indexes every workflow.
  • Workflow files hold the repeatable procedure, output format, data contract, and guardrails.
  • Describe data needs as natural-language capabilities, not exact MCP tool names.
  • Update this README when a category or major workflow is added, removed, or renamed.

See CONTRIBUTING.md for the full contract and quality bar.

License

MIT — see LICENSE. Listing a project here does not change the license of any linked code or artifact.


LLMQuant

LLMQuant
Open-source community for AI, LLMs, and quantitative finance.

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