lsdefine/GenericAgent Trending at 10.4K Stars: Self-Evolving Agent Grows Skill Tree From 3.3K-Line Seed With 6x Less Token Usage

GitHub·medium signal

GenericAgent is a minimal autonomous agent framework that achieves full system control (browser, terminal, filesystem, keyboard/mouse, screen vision, mobile) through 9 atomic tools and a ~100-line agent loop. Its key innovation is contextual information density maximization — the agent automatically crystallizes successful execution paths into reusable skills, achieving 6x less token consumption than competing systems. An arXiv technical report was published April 21, 2026, and the entire repo was bootstrapped autonomously by the agent itself.