ryckli/cryptoagentpro.beta

CryptoAgentPro.beta is a cryptocurrency trading system built around an AI agent, based on the architecture of a project called TradingAgents-CN. The system combines six built in trading strategies plus support for custom ones, an AI model called DeepSeek that checks market trends every fifteen minutes, a backtesting engine that can replay history at speeds up to one hundred times normal, and two safe trading modes so nobody accidentally risks real money by mistake. The two trading modes are paper trading, which simulates trades locally and is the default safe option, and testnet trading, which sends orders to an exchange's sandbox environment where no real funds are at risk. Both modes can be switched with one click from the web frontend. Before any order goes through, a risk control gate checks it against limits such as a maximum loss of three percent of capital on a single trade and a maximum daily loss of fifteen percent, automatically halting trading if that threshold is hit. The AI component analyzes the coins a user is monitoring every fifteen minutes, produces a report, and suggests whether to switch trading strategies. By default a human must approve any suggested switch before it happens, though full automatic mode can be turned on. Users can also build their own custom strategies from indicators like EMA, RSI, MACD, and BOLL directly in the web interface, and adjust API keys, risk settings, and monitored coins there as well. Under the hood, the project is split into a core trading engine written in Python, a FastAPI backend that exposes the trading and analysis features as an API, and a Vue.js frontend styled with Tailwind CSS. It needs Python 3.11 or newer and Node.js 18 or newer to run, with MongoDB and Redis as optional add ons since it can fall back to a simpler SQLite database. A Docker setup is included for running the whole system together as a set of services.