# Dremio Cloud agent skills for Claude Code, Cursor and RevampKey

> Ready-made Dremio Cloud playbooks for AI agents: triage failed Dremio Cloud jobs with AI, investigate a data question in Dremio Cloud. Free SKILL.md files for Claude Code, Cursor and Codex, or one click in RevampKey.

## Skills

- [Use Dremio Cloud with an AI agent, safely](https://revampkey.com/marketplace/dremio-cloud/skills/essentials.md): 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.
- [Triage failed Dremio Cloud jobs with AI](https://revampkey.com/marketplace/dremio-cloud/skills/dremio-job-failure-triage.md): 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.
- [Investigate a data question in Dremio Cloud](https://revampkey.com/marketplace/dremio-cloud/skills/dremio-query-investigation.md): 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.

## Install

- RevampKey: connect Dremio Cloud at https://revampkey.com/marketplace/dremio-cloud; the skills come with it.
- Any Agent Skills tool, into the current project:

```bash
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
```

### 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.

MCP setup guide: https://revampkey.com/marketplace/dremio-cloud.md