This automated trading system is specifically engineered to trade West Texas Intermediate (WTI) Crude Oil (USOIL) futures and CFDs. Moving away from lagging, fixed-point crossover indicators, the algorithm utilizes a continuous trend-following execution model paired with statistical market regime detection. It is designed to capture sustained macro expansions and intraday momentum characteristic of energy markets, while dynamically mitigating risk during chop and volatile inventory releases.
Asymmetrical Risk Profiling: The strategy is built to handle diverse statistical distributions. It can sustain profitability even in environments with a lower average Win/Loss ratio (e.g., $0.40 - 0.50$) by maintaining a high win rate ($70\% - 75\%+$), or vice versa, by cutting losses immediately during false breakouts and letting winning trends run.