When Skills Remain But Access Fails: Factorized Skill Memory for Continual Skill Internalization.

arXiv:2610.15492v1 Announce Type: new Abstract: Skill internalization aims to convert externally specified procedural skills into persistent model capabilities, allowing language-model agents to execute them without retrieving or reinjecting skill descriptions