Microsoft Open-Sources SkillOpt, Framework for Self-Optimizing AI Agent Instructions

Microsoft Research has open-sourced SkillOpt, a framework that enables AI agents to automatically improve their own instruction files without retraining the underlying language model. The system treats natural-language skill documents as trainable parameters, applying an optimization loop inspired by deep learning to iteratively refine agent behavior across frozen models.