Fluent argument validation for fluent software development.

A framework for discovering, compiling, and validating reusable skills for scientific agents.

SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.