Is the Monte Carlo Incident Response skill free?

Yes. The skill itself is free from monte-carlo-data/mc-agent-toolkit. SkillProof publishes the install command and an independent test verdict at no cost.

What is the Monte Carlo Incident Response SkillProof Score?

8.4/10 — installs cleanly 4/5, triggers reliably 5/5, output vs. baseline 7/10, docs & honesty 5/5.

How do I install Monte Carlo Incident Response?

Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.

Can I use Monte Carlo Incident Response with Cursor, Copilot, Gemini CLI, Codex or other AI tools?

The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.

Monte Carlo Incident Response

Sequences Monte Carlo's triage, root-cause, and fix skills for data incidents.

by monte-carlo-data · monte-carlo-data/mc-agent-toolkit

Works with setup

Install — copy the command Download source ↗

Test report

Verdict: Works with setup
Score: 8.4/10
Tested: Jul 13, 2026
Environment: Claude Code 2.x (agent harness)
Upstream re-checked: Aug 10, 2026 · 6096127

Confirmed all four sibling skills it chains to actually exist in the repo, but the file is inert alone — it needs the whole mc-agent-toolkit clone plus a live, credentialed Monte Carlo MCP connection before it can pull a single alert.

Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works

Installs cleanly 4/5
Triggers reliably 5/5
Output vs. baseline 7/10
Docs & honesty 5/5

What Monte Carlo Incident Response does

A prompt-driven orchestrator that routes a data incident (stale table, firing alert, broken pipeline) through triage, root-cause analysis, remediation, and optional monitoring setup by loading four sibling Monte Carlo skills in sequence. It picks the right entry point based on what the user already knows and hands off with scripted transition lines rather than re-investigating from scratch.

How to install Monte Carlo Incident Response

git clone https://github.com/monte-carlo-data/mc-agent-toolkit
cd mc-agent-toolkit
mkdir -p ~/.claude/skills
cp -r skills/incident-response ~/.claude/skills/monte-carlo-incident-response

Skills live in ~/.claude/skills/ (global) or .claude/skills/ (per-project). Restart Claude Code after installing.

Commands — how to trigger Monte Carlo Incident Response

/monte-carlo-incident-response Sequences Monte Carlo's triage, root-cause, and fix skills for data incidents.

It also activates on plain-language prompts like these:

This table went stale overnight, help me triage the data incident
An alert is firing on our pipeline, walk me through root cause analysis
Our data pipeline broke, figure out the fix and set up monitoring after

Frequently asked questions

Is the Monte Carlo Incident Response skill free?: Yes. The skill itself is free from monte-carlo-data/mc-agent-toolkit. SkillProof publishes the install command and an independent test verdict at no cost.
Does Monte Carlo Incident Response work with Claude Code?: We tested it with Claude Code 2.x (agent harness) on Jul 13, 2026. Verdict: Works with setup. Confirmed all four sibling skills it chains to actually exist in the repo, but the file is inert alone — it needs the whole mc-agent-toolkit clone plus a live, credentialed Monte Carlo MCP connection before it can pull a single alert.
What is the Monte Carlo Incident Response SkillProof Score?: 8.4/10 — installs cleanly 4/5, triggers reliably 5/5, output vs. baseline 7/10, docs & honesty 5/5.
How do I install Monte Carlo Incident Response?: Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
Can I use Monte Carlo Incident Response with Cursor, Copilot, Gemini CLI, Codex or other AI tools?: The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.