A GitHub repo claims an LLM agent using a Crystalline memory layer solved 1,351 of 1,507 CyberGym tasks after a compliance rerun removed fix-binary access. The useful part is the audit surface, not just the score, because the repo also says the memory layer is proprietary, single-author, and not independently replicated.