· 13 min read
SkillOpt: Training Agent Skills Like Neural Network Weights - Without Touching the Model
SkillOpt applies deep-learning-style optimization - bounded edit budgets, validation gating, rejected-edit memory - to natural-language skill documents, improving frozen LLMs by up to +39 points across 52/52 evaluated cells without changing a single model weight.