Comments for https://ctrader.com/products/663

The strategy demonstrates a clean and transparent implementation of a classical trend-following framework using EMA alignment, MACD momentum confirmation, and ADX trend-strength filtering. During testing, the execution engine remained stable, signals matched the documented logic, and the system avoided excessive overtrading. The ADX filter successfully reduced participation during flat-market conditions, which is a positive architectural choice. However, the combined confirmation structure introduces significant entry delay. In many cases, trades were triggered only after a substantial portion of the trend had already developed, reducing overall reward-to-risk efficiency. Optimization also failed to improve the strategy and produced weaker results under more aggressive parameter sets, suggesting limited statistical robustness. Adding adaptive exits, ATR-based volatility scaling, trailing logic, or earlier momentum detection mechanisms could significantly improve long-term performance and responsiveness.

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