From Memory to Guide: Spatio-Temporal Composer for Procedural Coding Memory

Excerpt

arXiv:2610.04868v1 Announce Type: new Abstract: Memory-augmented agents typically integrate procedural knowledge by injecting retrieved skills directly into text prompts. This approach dangerously equates readable text with reliable execution. To bridge this gap, we introduce From Memory to Guide, a novel paradigm that transitions procedural memory from passive text delivery to active, inference-time policy adaptation. We instantiate this paradigm through the Spatio-Temporal Composer, an active