Designer-RSI: Evolving Procedural Memory from User Traffic for Agentic Graphic Design

Hongyang Du, Lan Yan, Christian Flores +1

Professional graphic design is a long-horizon agentic task in which structured, editable artifacts emerge from many interdependent actions, yet outcomes admit no reliable programma…