Dremio Cloud agent skills for Claude Code, Cursor and RevampKey

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

Download RevampKey, free I have it: connect Dremio Cloud

Connect Dremio Cloud once and all 3 skills install themselves and stay up to date. Mac, Windows and Linux.

All 3 Dremio Cloud skills

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

Start hereRead-only7 Dremio Cloud tools

Use Dremio Cloud with an AI agent, safely

Covers how an AI agent connects to Dremio Cloud, confirms the project and region first, picks the right tool for each question, keeps results bounded, and asks before any change.

Use it when

Connecting Dremio Cloud to an AI chat client for the first time
Unsure which Dremio tool fits a question
Wanting to know what the agent can change in the project

Tools it uses

SemanticSearch
GetSchemaOfTable
GetTableOrViewLineage
RunSqlQuery
GetFailedJobDetails
BuildUsageReport
GetRelevantMetrics

Example

Which Dremio project am I connected to, and can you find the orders tables?

You are connected to the project named in your endpoint, on the US control plane. I searched for tables matching "orders" and found 3 candidates. I did not change anything. Tell me which one to inspect, and I will pull its schema before querying it.

Use in RevampKeyRead the full skill →

Read-only6 Dremio Cloud tools

Triage failed Dremio Cloud jobs with AI

Groups failed Dremio Cloud jobs by cause, separates one-off errors from structural problems, and traces them to affected tables and their lineage. It recommends fixes and asks before rerunning any job.

Use it when

A scheduled pipeline failed overnight and you need to know why
Dozens of jobs failed and you want them grouped by real cause
You are deciding whether a failure is a one-off or a pattern before rerunning

Tools it uses

GetFailedJobDetails
GetTableOrViewLineage
GetSchemaOfTable
GetRelevantMetrics
BuildUsageReport
SemanticSearch

Example

Why did 38 jobs fail on the sales pipeline since yesterday? Group them by cause and tell me what to fix before I rerun anything.

Of the 38 failed jobs, 31 share one cause: a column named region_code was renamed upstream in the orders view, so every query that still reads it fails. The other 7 are timeouts on one unfiltered scan that started after the last data load. Both groups are structural, so a rerun would fail again. The renamed column is the fix to make first. I have not rerun anything; tell me which jobs to retry once the view is corrected.

Use in RevampKeyRead the full skill →

Read-only5 Dremio Cloud tools

Investigate a data question in Dremio Cloud

Finds the right dataset for a business question, checks its schema and lineage, runs a bounded read-only query and reports the answer with its caveats. It asks before any expensive scan.

Use it when

A business question needs a number from your lakehouse
You want to know which dataset holds a given metric
You need to trace where a reported figure comes from

Tools it uses

SemanticSearch
GetRelevantMetrics
GetSchemaOfTable
GetTableOrViewLineage
RunSqlQuery

Example

How many active subscribers did we have at the end of last quarter, and which table should I trust for that?

The best source is the modelled subscriptions view, which has one row per customer and is refreshed nightly. Filtering to status active on 31 March gives 4,218 subscribers, and 37 of them are internal test accounts, so the reportable figure is 4,181. The count checks out against the distinct customer count, and I did not change anything in Dremio.

Use in RevampKeyRead the full skill →

Get all 3 without copying a file

RevampKey adds the skills when you connect Dremio Cloud, updates them for you and removes them when you disconnect.

Download RevampKey

How Dremio Cloud skills work

Connect Dremio Cloud
The Dremio Cloud MCP server gives the agent its tools.
Ask in plain words
“Why did 38 jobs fail on the sales pipeline since yesterday? Group them by cause and tell me what to fix before I rerun anything.” 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 Dremio Cloud skills

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

About 1 minute · nothing to copy

Download RevampKey for Mac, Windows or Linux and sign in.
Open Connectors and connect Dremio Cloud. All 3 skills come with it and stay up to date; they go away when you remove the connector.
Ask in plain language, for example “Why did 38 jobs fail on the sales pipeline since yesterday? Group them by cause and tell me what to fix before I rerun anything.”
Download RevampKeyConnect Dremio Cloud · 1 click
Get RevampKey to connect Dremio Cloud
RevampKey is a free desktop app for Mac, Windows and Linux. Install it, sign in, and Dremio Cloud is one click away with its skills already attached.
Download RevampKey
Not now? Use the skills in your current tool
for s in essentials dremio-job-failure-triage dremio-query-investigation; do curl -fsSL --create-dirs -o .claude/skills/dremio-cloud-$s/SKILL.md https://revampkey.com/marketplace/dremio-cloud/skills/$s/SKILL.md done
Other tools

Into this project’s .claude/skills folder

Connect the Dremio Cloud MCP server in Claude Code.

Run this in your project folder to add all 3 skills:

for s in essentials dremio-job-failure-triage dremio-query-investigation; do
  curl -fsSL --create-dirs -o .claude/skills/dremio-cloud-$s/SKILL.md https://revampkey.com/marketplace/dremio-cloud/skills/$s/SKILL.md
done

Ask in plain language, for example “Why did 38 jobs fail on the sales pipeline since yesterday? Group them by cause and tell me what to fix before I rerun anything.”

Into the shared .agents/skills folder

Connect the Dremio Cloud MCP server in Cursor.

Run this in your project folder to add all 3 skills:

for s in essentials dremio-job-failure-triage dremio-query-investigation; do
  curl -fsSL --create-dirs -o .agents/skills/dremio-cloud-$s/SKILL.md https://revampkey.com/marketplace/dremio-cloud/skills/$s/SKILL.md
done

Ask in plain language, for example “Why did 38 jobs fail on the sales pipeline since yesterday? Group them by cause and tell me what to fix before I rerun anything.”

Into the shared .agents/skills folder

Connect the Dremio Cloud MCP server in Codex.

Run this in your project folder to add all 3 skills:

for s in essentials dremio-job-failure-triage dremio-query-investigation; do
  curl -fsSL --create-dirs -o .agents/skills/dremio-cloud-$s/SKILL.md https://revampkey.com/marketplace/dremio-cloud/skills/$s/SKILL.md
done

Ask in plain language, for example “Why did 38 jobs fail on the sales pipeline since yesterday? Group them by cause and tell me what to fix before I rerun anything.”

Into the shared .agents/skills folder

Connect the Dremio Cloud MCP server in VS Code.

Run this in your project folder to add all 3 skills:

for s in essentials dremio-job-failure-triage dremio-query-investigation; do
  curl -fsSL --create-dirs -o .agents/skills/dremio-cloud-$s/SKILL.md https://revampkey.com/marketplace/dremio-cloud/skills/$s/SKILL.md
done

Ask in plain language, for example “Why did 38 jobs fail on the sales pipeline since yesterday? Group them by cause and tell me what to fix before I rerun anything.”

RevampKey or copy the files?

In RevampKey

One click when you connect Dremio Cloud
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 Dremio Cloud MCP server yourself
Works in Claude Code, Cursor, Codex and VS Code

See the command

Dremio Cloud skills FAQ

What is a Dremio Cloud agent skill?

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

Do the Dremio Cloud skills change anything on their own?

3 of the 3 only read. The others tell the agent to show you the change and wait for a yes before it creates, edits or deletes anything in Dremio Cloud.

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 Dremio Cloud; elsewhere you copy the folders into your project or skills directory.

Do I need the Dremio Cloud MCP server too?

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

Dremio Cloud MCP server setup · This page as Markdown

Put Dremio Cloud’s best workflows in your agent

Download RevampKey, connect Dremio Cloud and ask your first question in about a minute.

Download RevampKey Connect Dremio Cloud · 1 click

All 3 Dremio Cloud skills

Use Dremio Cloud with an AI agent, safely

Use it when

Tools it uses

Triage failed Dremio Cloud jobs with AI

Use it when

Tools it uses

Investigate a data question in Dremio Cloud

Use it when

Tools it uses

Get all 3 without copying a file

How Dremio Cloud skills work

How to install Dremio Cloud skills

RevampKey or copy the files?

In RevampKey

Copy into your project

Dremio Cloud skills FAQ

Put Dremio Cloud’s best workflows in your agent

Skills for related tools