Use this skill whenever the user asks to run a Monte Carlo simulation, model risk or uncertainty with random sampling, estimate P5/P50/P95 outcomes, or produce a probability distribution for project timelines, portfolio returns, downtime, costs, or similar uncertain variables.
Install
npx skills add microsoft/cat-agent-skills --skill monte-carlo-analysisnpx skills add microsoft/cat-agent-skills --skill monte-carlo-analysis -a claude-code -gnpx skills add microsoft/cat-agent-skills --skill monte-carlo-analysis -a codex -ggemini skills install https://github.com/microsoft/cat-agent-skills.git --path submissions/monte-carlo-analysisgh skill install microsoft/cat-agent-skills monte-carlo-analysisgit clone --depth 1 https://github.com/microsoft/cat-agent-skills /tmp/microsoft__cat-agent-skills
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/microsoft__cat-agent-skills/submissions/monte-carlo-analysis ~/.claude/skills/monte-carlo-analysis # Claude Code
cp -R /tmp/microsoft__cat-agent-skills/submissions/monte-carlo-analysis ~/.agents/skills/monte-carlo-analysis # Codex, Cursor, Gemini CLI, Copilot, OpenCode