OpenAgentSkill guide

Best finance and quant skills for AI agents

Find skills for financial research, market data, quant backtesting, portfolio analysis, SEC filings, trading research, and investor workflows.

When to use this guide

Start from the job, then shortlist the tools.

Analyze public companies

Use quality and freshness signals to decide whether a skill belongs in this workflow.

Backtest quant strategies

Use quality and freshness signals to decide whether a skill belongs in this workflow.

Track portfolios and risk

Use quality and freshness signals to decide whether a skill belongs in this workflow.

Summarize filings and market data

Use quality and freshness signals to decide whether a skill belongs in this workflow.

Shortlist

Top skills to evaluate

Compare top 4
#1LumibotExcellent · 1001.7K stars

Backtestable AI trading agents and Python algorithmic trading strategies for stocks, options, crypto, futures, forex, SEC filings, FRED macro data, and real brokers.

Best fit: High-confidence pick with strong adoption and healthy maintenance signals.

#2StockSharpExcellent · 10010K stars

Algorithmic trading and quantitative trading open source platform to develop trading robots (stock markets, forex, crypto, bitcoins, and options).

Best fit: High-confidence pick with strong adoption and healthy maintenance signals.

#3VectorbtExcellent · 1007.9K stars

The backtesting engine that gives you an unfair advantage. Run thousands of trading ideas before others finish one.

Best fit: High-confidence pick with strong adoption and healthy maintenance signals.

#4TickerExcellent · 1006.1K stars

Track stocks, crypto, and derivatives prices and positions in real time from your terminal

Best fit: High-confidence pick with strong adoption and healthy maintenance signals.

#5PyPortfolioOptExcellent · 1005.8K stars

Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

Best fit: High-confidence pick with strong adoption and healthy maintenance signals.

#6OpenBBExcellent · 10069K stars

Financial data platform for analysts, quants and AI agents.

Best fit: High-confidence pick with strong adoption and healthy maintenance signals.

#7TaExcellent · 1005.1K stars

Technical Analysis Library using Pandas and Numpy

Best fit: High-confidence pick with strong adoption and healthy maintenance signals.

#8HummingbotExcellent · 10019K stars

Open source software that helps you create and deploy high-frequency crypto trading bots

Best fit: High-confidence pick with strong adoption and healthy maintenance signals.

#9StockExcellent · 10013K stars

stock股票.获取股票数据,计算股票指标,筹码分布,识别股票形态,综合选股,选股策略,股票验证回测,股票自动交易,支持PC及移动设备。

Best fit: High-confidence pick with strong adoption and healthy maintenance signals.

#10FinanceDatabaseExcellent · 1007.9K stars

This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.

Best fit: High-confidence pick with strong adoption and healthy maintenance signals.