{"repo":"renee-jia/trading-bot","free":true,"listed":false,"github":"https://github.com/renee-jia/trading-bot","clone":"git clone https://github.com/renee-jia/trading-bot.git","description":"Multi-agent macro trading bot: multi-factor stock scoring, momentum portfolio construction, backtesting vs SPY/Nasdaq, and live Alpaca execution.","language":"Python","stars":93,"topics":["algorithmic-trading","llm","multi-agent","quantitative-finance","stock-market","trading-bot","trading-strategy"],"license":null,"category":"trading","readme_excerpt":"🤖 Multi-Agent Quantitative Trading System A macro buy-and-hold engine that orchestrates a team of specialized analysis agents — technical, trend, macro, sentiment, and quantitative alpha — into a single 0–100 conviction score, then sizes and executes a live portfolio through Alpaca. --- 📈 Live Paper-Trading Performance Real money-weighted Alpaca paper account, auto-generated from the broker API. Account opened 2026-03-13 . Past performance ≠ future results. Snapshot 🤖 Strategy (paper) S&P 500 (SPY) Nasdaq-100 (QQQ) Equity --- ---: ---: ---: ---: 2026-07-09 (latest) +39.8% +13.5% +21.4% $139,829 2026-06-04 +53.6% +13.5% +24.8% $159,560 Starting capital $100,000 → peak equity $165,578 (2026-06), current equity $139,829 , max drawdown −20.7% , 35 open positions concentrated in semis/AI (top holdings: CRDO, DELL, MU, AMD). The pullback from the June peak reflects the July semiconductor selloff — a high-beta strategy amplifies both directions. 📊 Full breakdown + equity curve → docs/PAPER TRADING.md (refresh anytime with python scripts/fetch paper performance.py ) --- 🧪 Backtest — Strategy vs S&P 500 & Nasdaq-100 Per-calendar-year, point-in-time backtest with T+1 execution and 5 bps/side transaction costs (the same weighting code the live bot trades): Year 🤖 Strategy S&P 500 Nasdaq-100 ------ ------------: --------: -----------: 2023 +92.4% +26.7% +55.9% 2024 +60.1% +25.6% +27.7% 2025 +24.2% +18.0% +21.0% 2026 (YTD) +26.6% +10.7% +21.5% ⚠️ Honesty note: the universe is today'","default_branch":null,"files":null,"tree":[],"storefront":"/r/renee-jia","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/renee-jia/trading-bot/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}