Ross ROSS = Recommend OSS · open-source software intelligence for agents

Lumiwealth/lumibot

AI agents that actually place the trade. 12 brokers, real backtests, stocks options futures forex crypto and prediction markets. observed · 2026-10-21

github.com/Lumiwealth/lumibot · homepage · Python · GPL-3.0 (copyleft) observed · 2026-10-21

Health v2 · maintenance only

96/100

  • Activity 100
  • Release rhythm 88
  • Longevity 100
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

  • gap_med: 1
  • age_days: 2231
  • days_rel: 1
  • days_push: 0
  • n_releases_24m: 118

Full methodology

Adoption not part of the score

2142 stars · 414 forks observed · 2026-10-21

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Lumibot is a Python framework for building, backtesting, and deploying algorithmic trading strategies and AI-agent trading teams across stocks, options, crypto, futures, and forex. It provides a unified strategy API with lifecycle methods, order/account management, historical data access, and broker integrations like Alpaca and Interactive Brokers for paper and live trading.

Use cases

  • backtest a python trading strategy on historical data
  • build an ai trading agent that places orders with an llm
  • run a trading bot on alpaca or interactive brokers
  • trade options spreads and iron condors automatically
  • backtest multi-agent trading teams with simulated orders
  • connect a strategy to real brokers for live trading
  • analyze sec filings and fred macro data in a strategy
  • reuse the same strategy code for backtest and live deployment

When to choose

  • you want a python framework that unifies backtesting and live broker execution
  • you need to build deterministic or llm-driven trading strategies across multiple asset classes
  • you want multi-agent AI trading teams with memory, tools, and observability
  • you prefer a high-level strategy API with lifecycle hooks over raw broker SDKs

When to avoid

  • you need a general-purpose backtesting library for non-financial data
  • you require a visual no-code trading platform
  • you need ultra-low-latency HFT execution
  • you want a GPL-free license for proprietary closed-source distribution

Facets

framework · maturity active

agent-framework machine-learning sdk developer-tools fintech artificial-intelligence large-language-models python cross-platform cli algorithmic-trading backtesting trading-bot quantitative-finance stocks options crypto futures forex brokers alpaca interactive-brokers llm-agents multi-agent technical-analysis sec-filings fred cryptocurrency ai-agents automation

6 sources

Member repositories

RepositoryRoleHealth v2
Lumiwealth/lumibotmain96

For agents

markdown · JSON · MCP: product_card(name="Lumiwealth/lumibot")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem