Builds and checks Bayesian models with PyMC, including hierarchical models, NUTS MCMC, variational inference, mutable-data predictions, posterior predictive checks, diagnostics, and PSIS-LOO model comparison. Use for probabilistic modeling and uncertainty inference in PyMC.
安装
npx skills add K-Dense-AI/scientific-agent-skills --skill pymcnpx skills add K-Dense-AI/scientific-agent-skills --skill pymc -a claude-code -gnpx skills add K-Dense-AI/scientific-agent-skills --skill pymc -a codex -ggemini skills install https://github.com/K-Dense-AI/scientific-agent-skills.git --path skills/pymcgh skill install K-Dense-AI/scientific-agent-skills pymcgit clone --depth 1 https://github.com/K-Dense-AI/scientific-agent-skills /tmp/K-Dense-AI__scientific-agent-skills
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/K-Dense-AI__scientific-agent-skills/skills/pymc ~/.claude/skills/pymc # Claude Code
cp -R /tmp/K-Dense-AI__scientific-agent-skills/skills/pymc ~/.agents/skills/pymc # Codex, Cursor, Gemini CLI, Copilot, OpenCode