Agent Trading Predictor

This is a financial trading agent that claims to predict and execute trades faster than market data can physically travel by using "sublinear algorithms" to achieve computational advantages over light-speed transmission. It includes tools for calculating latency between exchanges, portfolio optimization, and high-frequency trading strategies. The premise here is fundamentally misleading: no algorithm can process information that hasn't arrived yet, and sublinear complexity doesn't create temporal advantages over physics. If you strip away the impossible claims, what remains are standard portfolio optimization and risk calculation tools wrapped in HFT terminology. The neural network training and sandbox execution components could be useful for backtesting strategies, but the core "temporal advantage trading" concept is technically incoherent. Approach this as a collection of financial modeling utilities, not a system that breaks causality.

Install to Claude Code

npx -y skills add ruvnet/claude-flow --skill agent-trading-predictor --agent claude-code