Scales reinforcement learning with PufferLib — high-throughput parallel training (PuffeRL), vectorized environments, and native multi-agent systems achieving 2-10x speedups over standard implementations.
Install
npx skills add AlterLab-IEU/AlterLab-Academic-Skills --skill alterlab-pufferlibnpx skills add AlterLab-IEU/AlterLab-Academic-Skills --skill alterlab-pufferlib -a claude-code -gnpx skills add AlterLab-IEU/AlterLab-Academic-Skills --skill alterlab-pufferlib -a codex -ggemini skills install https://github.com/AlterLab-IEU/AlterLab-Academic-Skills.git --path skills/data-science/alterlab-pufferlibgh skill install AlterLab-IEU/AlterLab-Academic-Skills alterlab-pufferlibgit clone --depth 1 https://github.com/AlterLab-IEU/AlterLab-Academic-Skills /tmp/AlterLab-IEU__AlterLab-Academic-Skills
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/AlterLab-IEU__AlterLab-Academic-Skills/skills/data-science/alterlab-pufferlib ~/.claude/skills/alterlab-pufferlib # Claude Code
cp -R /tmp/AlterLab-IEU__AlterLab-Academic-Skills/skills/data-science/alterlab-pufferlib ~/.agents/skills/alterlab-pufferlib # Codex, Cursor, Gemini CLI, Copilot, OpenCode