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I Built the Perfect Chess Training Tool... And Immediately Ghosted It

Have you looked at any of these?

I know they are not obvious to find on Lichess, but they contain a lot of useful information that could give you a direction.

Anyway, your idea intuitively seems good, especially if you have chosen a repertoire to play consistently. I would try to find a pattern of motifs, too, but that does involve feature extraction, statistics and maybe even neural networks, so not trivial. Something like scouring your games for mistakes, then try to automatically assign them to the puzzle themes. This would let you know what you need to train more.

That being said, I think the best path to improvement is to find a community of people you enjoy being around and that like playing chess. The monkey brain will do the rest.

Have you looked at any of these? - https://lichess.org/training/of-player - https://lichess.org/insights/me - https://lichess.org/tutor/ - https://lichess.org/training/dashboard/90/dashboard I know they are not obvious to find on Lichess, but they contain a lot of useful information that could give you a direction. Anyway, your idea intuitively seems good, especially if you have chosen a repertoire to play consistently. I would try to find a pattern of motifs, too, but that does involve feature extraction, statistics and maybe even neural networks, so not trivial. Something like scouring your games for mistakes, then try to automatically assign them to the puzzle themes. This would let you know what you need to train more. That being said, I think the best path to improvement is to find a community of people you enjoy being around and that like playing chess. The monkey brain will do the rest.

This is AI slop, website and blog.

This is AI slop, website and blog.