Comment by OzanEnginsal

You've actually hit on the exact reason I built this. I share your skepticism completely – the vast majority of trading "signals" are just noise, most traders can't outperform buy-and-hold, and the space is full of unverified claims.

My goal with Hikaro isn't to add to that noise, but to provide a statistical filter against it. The whole point of the tool is to move beyond subjective analysis and ask a more rigorous question: "Could this signal's historical performance be explained by random luck?"

It's a tough problem, for sure, but I believe that applying more statistical discipline to the process is a valuable first step. I really appreciate you sharing your perspective.