Explain and audit machine-learning predictions with SHAP. Use for selecting SHAP explainers and maskers, computing and validating feature attributions, handling multi-output explanations, and producing local or global SHAP visualizations.
安装
npx skills add K-Dense-AI/scientific-agent-skills --skill shapnpx skills add K-Dense-AI/scientific-agent-skills --skill shap -a claude-code -gnpx skills add K-Dense-AI/scientific-agent-skills --skill shap -a codex -ggemini skills install https://github.com/K-Dense-AI/scientific-agent-skills.git --path skills/shapgh skill install K-Dense-AI/scientific-agent-skills shapgit 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/shap ~/.claude/skills/shap # Claude Code
cp -R /tmp/K-Dense-AI__scientific-agent-skills/skills/shap ~/.agents/skills/shap # Codex, Cursor, Gemini CLI, Copilot, OpenCode