Anthropic hackathon winner open-sources complete Claude Code setup

The winner of Anthropic's hackathon has open-sourced their complete Claude Code setup, including agent skills, plugins, and practical tips. Concurrently, new research introduces methods to evolve agent skills while achieving 40 to 70 percent lower token costs compared to frontier methods, alongside NVIDIA's work on compiling public agent skills into reinforcement learning environments.