Monte Carlo agent skills for Claude Code, Cursor and RevampKey

5 ready-made playbooks that teach an AI agent how to do real Monte Carlo work: which tools to call, what to check first, and when to stop and ask you.

Download RevampKey, free I have it: connect Monte Carlo

Connect Monte Carlo once and all 5 skills install themselves and stay up to date. Mac, Windows and Linux.

All 5 Monte Carlo skills

Each skill is one job. You ask in plain words and the agent loads the skill that matches, then follows its steps.

Start hereAsks before writing24 Monte Carlo tools

Use Monte Carlo with AI, safely

Sets up your AI assistant to work in the right Monte Carlo account, pick the correct tool for each question, keep large results manageable, and ask before changing any alert, owner, comment or monitor.

Use it when

You have just connected Monte Carlo and want to check it works in the right account.
Your assistant is unsure whether a Monte Carlo task is read-only or will change something.
A broad question returns too much data and you need it scoped and counted.

Tools it uses

getUser
testConnection
getCurrentTime
getAlerts
getMonitors
getTable
search
getAssetLineage
getDownstreamBiReports
getQueriesForTable
getQueryData
getUseCases
getUseCaseTables
getUseCaseTableSummary
getAudiences
getDomains
updateAlert
setAlertOwner
createOrUpdateAlertComment
createValidationMonitorMac
createMetricMonitorMac
createComparisonMonitorMac
createCustomSqlMonitorMac
createCustomDashboardWidget

Example

Check my Monte Carlo connection, confirm which account I'm in, and tell me what I can change.

You're connected to the Acme Production workspace with Editor access, as of 14:05 UTC. I can read alerts, tables and lineage. Before I change any alert, owner, comment or monitor, I'll show you the exact change and wait for your yes.

Use in RevampKeyRead the full skill →

Asks before writing8 Monte Carlo tools

Triage your Monte Carlo alert queue with AI

Pulls your open Monte Carlo alerts, ranks them by impact, groups related ones and proposes owners. It asks before changing any owner, comment or alert status.

Use it when

Your Monte Carlo alert queue is long and you need to know what to tackle first
Alerts are arriving with no owner and you want the gaps named
A single upstream problem is firing many alerts and you want them handled as one

Tools it uses

getAlerts
getTable
getAssetLineage
getDownstreamBiReports
getUser
setAlertOwner
createOrUpdateAlertComment
updateAlert

Example

Triage my open Monte Carlo alerts and tell me what to tackle first, and which ones have no owner.

You have 38 open alerts across 14 tables: 4 P1, 9 P2, 25 P3. The four P1 alerts all trace to the orders_daily table, which feeds the revenue dashboard, so they look like one upstream load rather than four problems. Three of the P1 alerts have no owner. I have drafted an owner suggestion and a comment for each group and will make no changes until you approve them.

Use in RevampKeyRead the full skill →

Asks before writing19 Monte Carlo tools

Report on data use case health in Monte Carlo

Writes a readiness note for one data use case or audience, covering its key tables, active alerts, monitoring gaps and dependent BI reports. It reads only and asks before changing anything.

Use it when

A stakeholder wants to know if a dashboard set or data product can be trusted this week
A team lead asks for a status note on the data behind one business use case
Before a launch, you need to confirm the tables behind a metric are monitored

Tools it uses

getUseCases
getUseCaseTableSummary
getUseCaseTables
getAudiences
getCurrentTime
getDownstreamBiReports
getTable
getAlerts
updateAlert
setAlertOwner
createOrUpdateAlertComment
getMonitors
getAssetLineage
getQueriesForTable
createValidationMonitorMac
createMetricMonitorMac
createComparisonMonitorMac
createCustomSqlMonitorMac
createCustomDashboardWidget

Example

How healthy is the revenue reporting use case in Monte Carlo? Give me a readiness note I can send to the finance lead.

Revenue reporting is at risk. Its headline table orders_daily feeds 3 dashboards and has an active freshness alert with no owner, and the upstream table raw_orders shows the same alert. The monitoring grid shows orders_daily covered by a row count monitor only, so a wrong revenue value would not be caught. I have not changed any alerts or monitors; I can hand the unowned alert to triage or add a value monitor if you approve.

Use in RevampKeyRead the full skill →

Asks before writing9 Monte Carlo tools

Trace a Monte Carlo data incident to its root cause

Takes one Monte Carlo alert and traces it upstream through lineage and recent queries to a likely source, then maps what it has reached downstream. Asks before changing any alert or owner.

Use it when

A freshness or volume alert fired and you need to know what caused it
A dashboard number looks wrong and you want to find which upstream table broke
You need to know which reports are affected by a broken table before fixing it

Tools it uses

getAlerts
getTable
getQueriesForTable
getQueryData
getAssetLineage
getDownstreamBiReports
updateAlert
setAlertOwner
createOrUpdateAlertComment

Example

The row count alert on orders fired this morning. What caused it, and what reports does it affect?

The volume alert on orders fired at 02:10 after a rebuild query replaced the table from a partial extract. The upstream raw_orders table shows a matching failed load at 01:55. Three downstream reports read orders, including the weekly revenue dashboard. I have not changed the alert owner; do you want me to assign it to the data platform team?

Use in RevampKeyRead the full skill →

Asks before writing16 Monte Carlo tools

Audit Monte Carlo monitor coverage with AI

Finds the tables that feed important reports but have no monitors, ranks the gaps by what a silent failure would cost, and proposes the monitor to add. It asks before creating any monitor.

Use it when

A new warehouse or use case needs to be checked for gaps before launch
A stakeholder asks whether a critical table is actually being watched
A quarterly review of monitoring against the tables that matter most

Tools it uses

getUseCases
getUseCaseTables
getAudiences
search
getTable
getMonitors
getAlerts
getDownstreamBiReports
getAssetLineage
getQueriesForTable
getQueryData
createValidationMonitorMac
createMetricMonitorMac
createComparisonMonitorMac
createCustomSqlMonitorMac
createCustomDashboardWidget

Example

Audit monitoring coverage for the revenue reporting use case and tell me which critical tables have no monitors.

Revenue reporting covers 24 tables: 17 have monitors and 7 do not. Three of the 7 feed the weekly board dashboard, so I ranked them first. For orders_daily I propose a metric monitor on daily row count and a validation monitor that order_total is never negative. Nothing is created yet; tell me which proposals to add.

Use in RevampKeyRead the full skill →

Get all 5 without copying a file

RevampKey adds the skills when you connect Monte Carlo, updates them for you and removes them when you disconnect.

Download RevampKey

How Monte Carlo skills work

Connect Monte Carlo
The Monte Carlo MCP server gives the agent its tools.
Ask in plain words
“Triage my open Monte Carlo alerts and tell me what to tackle first, and which ones have no owner.” Each SKILL.md says when it applies, so only the one that fits is loaded.
Approve any change
The agent calls the tools in order, checks its work, and shows you any change before it makes it.

How to install Monte Carlo skills

In RevampKey the skills install themselves when you connect Monte Carlo. In other tools each skill is one folder with a SKILL.md file, and you also need the Monte Carlo MCP server connected there.

About 1 minute · nothing to copy

Download RevampKey for Mac, Windows or Linux and sign in.
Open Connectors and connect Monte Carlo. All 5 skills come with it and stay up to date; they go away when you remove the connector.
Ask in plain language, for example “Triage my open Monte Carlo alerts and tell me what to tackle first, and which ones have no owner.”
Download RevampKeyConnect Monte Carlo · 1 click
Get RevampKey to connect Monte Carlo
RevampKey is a free desktop app for Mac, Windows and Linux. Install it, sign in, and Monte Carlo is one click away with its skills already attached.
Download RevampKey
Not now? Use the skills in your current tool
for s in essentials alert-triage data-use-case-health incident-root-cause monitor-coverage-audit; do curl -fsSL --create-dirs -o .claude/skills/monte-carlo-$s/SKILL.md https://revampkey.com/marketplace/monte-carlo/skills/$s/SKILL.md done
Other tools

Into this project’s .claude/skills folder

Connect the Monte Carlo MCP server in Claude Code.

Run this in your project folder to add all 5 skills:

for s in essentials alert-triage data-use-case-health incident-root-cause monitor-coverage-audit; do
  curl -fsSL --create-dirs -o .claude/skills/monte-carlo-$s/SKILL.md https://revampkey.com/marketplace/monte-carlo/skills/$s/SKILL.md
done

Ask in plain language, for example “Triage my open Monte Carlo alerts and tell me what to tackle first, and which ones have no owner.”

Into the shared .agents/skills folder

Connect the Monte Carlo MCP server in Cursor.

Run this in your project folder to add all 5 skills:

for s in essentials alert-triage data-use-case-health incident-root-cause monitor-coverage-audit; do
  curl -fsSL --create-dirs -o .agents/skills/monte-carlo-$s/SKILL.md https://revampkey.com/marketplace/monte-carlo/skills/$s/SKILL.md
done

Ask in plain language, for example “Triage my open Monte Carlo alerts and tell me what to tackle first, and which ones have no owner.”

Into the shared .agents/skills folder

Connect the Monte Carlo MCP server in Codex.

Run this in your project folder to add all 5 skills:

for s in essentials alert-triage data-use-case-health incident-root-cause monitor-coverage-audit; do
  curl -fsSL --create-dirs -o .agents/skills/monte-carlo-$s/SKILL.md https://revampkey.com/marketplace/monte-carlo/skills/$s/SKILL.md
done

Ask in plain language, for example “Triage my open Monte Carlo alerts and tell me what to tackle first, and which ones have no owner.”

Into the shared .agents/skills folder

Connect the Monte Carlo MCP server in VS Code.

Run this in your project folder to add all 5 skills:

for s in essentials alert-triage data-use-case-health incident-root-cause monitor-coverage-audit; do
  curl -fsSL --create-dirs -o .agents/skills/monte-carlo-$s/SKILL.md https://revampkey.com/marketplace/monte-carlo/skills/$s/SKILL.md
done

Ask in plain language, for example “Triage my open Monte Carlo alerts and tell me what to tackle first, and which ones have no owner.”

RevampKey or copy the files?

In RevampKey

One click when you connect Monte Carlo
Updated for you when a skill improves
Removed when you disconnect
The MCP server is set up for you
800+ other connectors, same way

Download free

Copy into your project

One command per project
Run it again to get updates
You connect the Monte Carlo MCP server yourself
Works in Claude Code, Cursor, Codex and VS Code

See the command

Monte Carlo skills FAQ

What is a Monte Carlo agent skill?

A SKILL.md file: a short playbook an AI agent loads when your request matches it. Each Monte Carlo skill describes one job, which Monte Carlo tools to use in which order, what to check first and when to stop and ask you.

Do the Monte Carlo skills change anything on their own?

The others tell the agent to show you the change and wait for a yes before it creates, edits or deletes anything in Monte Carlo.

Which tools can use these skills?

Any agent that reads the open Agent Skills format: Claude Code, Cursor, Codex, VS Code with Copilot and RevampKey. In RevampKey they are attached when you connect Monte Carlo; elsewhere you copy the folders into your project or skills directory.

Do I need the Monte Carlo MCP server too?

Yes. The skills tell the agent how to do the work; the Monte Carlo MCP server gives it the tools to do it. The Monte Carlo MCP setup guide covers every client.

Monte Carlo MCP server setup · This page as Markdown

Put Monte Carlo’s best workflows in your agent

Download RevampKey, connect Monte Carlo and ask your first question in about a minute.

Download RevampKey Connect Monte Carlo · 1 click

All 5 Monte Carlo skills

Use Monte Carlo with AI, safely

Use it when

Tools it uses

Triage your Monte Carlo alert queue with AI

Use it when

Tools it uses

Report on data use case health in Monte Carlo

Use it when

Tools it uses

Trace a Monte Carlo data incident to its root cause

Use it when

Tools it uses

Audit Monte Carlo monitor coverage with AI

Use it when

Tools it uses

Get all 5 without copying a file

How Monte Carlo skills work

How to install Monte Carlo skills

RevampKey or copy the files?

In RevampKey

Copy into your project

Monte Carlo skills FAQ

Put Monte Carlo’s best workflows in your agent

Skills for related tools