MUSE: Multi-Level Memory with Selective Runtime Injection for Scientific Coding Agents.

arXiv:2610.38332v1 Announce Type: cross Abstract: Historical experience can guide scientific coding at multiple levels, but task-level retrieval may miss implementation lessons that become relevant during execution. We introduce MUSE, a memory management frame