research-framework

LatentMAS Tool

A training-free framework for multi-agent collaboration that passes last-layer hidden states and cached internal state between agents instead of text messages, reporting 70.8 to 83.7 percent fewer output tokens and roughly four times faster end-to-end inference. Already has an extension ecosystem including science, retrieval and hybrid variants.