Comments for https://ctrader.com/products/4117

The system demonstrates a stable execution framework and avoids many dangerous patterns commonly found in crypto trading robots, especially martingale escalation and recovery clustering. The risk management layer is implemented carefully and behaves consistently during runtime.
However, the actual signal engine currently appears much simpler than the product description suggests. Most advanced filters behave primarily as trade suppressors, and once activity increases the edge deteriorates quickly. The project would benefit from stronger underlying directional logic, better scalability under realistic execution conditions, and more transparent validation of the claimed fractal/statistical modelling framework.