When researching new strategies for Agent and configuring pure algorithmic state machines, I suddenly realized that this mechanism could also be applied to the previous ASR strategies, so I hurriedly started modifying the code, and then I was moved to tears...

The old strategy that hadn't been successfully optimized positively for an entire year suddenly came back to life!
As for what exactly was changed, it was using a state machine to record market volatility in real-time, then fine-tuning the volatility to the parameters of the original strategy, all in less than 20 lines of code, but it made the original ASR channel different in every detail...
The overall return of the Bitcoin 5-year strategy increased by over 75%, while the maximum drawdown decreased by 14%!!!
Previously, when studying pure algorithmic quantification, I looked down on state machines; only when it actually produced positive optimization effects did I realize how awesome it is...
Probably a new version will be released soon!
It's really too difficult...