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The AgenticSTS project replaces AI agents' growing chat logs with five separate memory layers. Tested on Slay the Spire 2, the prompt stays at around 5,000 tokens instead of ballooning past 500,000. The agent wins 6 out of 10 games, while competing agents don't win any.
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