Three-in-One Trading System Upgrade: From 'Analytical Framework' to 'Signal-Driven Trading System' Woke up today and hit the ground running with a major iteration and upgrade to my original three-in-one trading system. First, I had a deep conversation with the three AI agents of the three-in-one trading system, asking them to conduct a thorough review of this Bitcoin bear market, from the peak at 126.8K to 57.8K. I also reflected deeply on recent misjudgments and trading errors around the 58K range, conducting two rounds of reviews. Then, I improved the data analysis of market participant behavior, added rules for analyzing and assessing trending and ranging markets, and refined the entry rules for both long and short positions. Finally, the birth of version 3.6.7 of the three-in-one trading system was complete. This upgrade marks the leap of the three-in-one trading system from the original 'analytical framework' to a 'signal-driven trading system.' However, further validation is needed to see if this upgraded system can improve the win rate and help me achieve consistent profitability. I’ll be writing a dedicated article soon on how to use Hermes + DeepSeek to build a truly personalized trading system for everyone. Stay tuned!