# Prefect agent skills for Claude Code, Cursor and RevampKey

> Ready-made Prefect playbooks for AI agents: check Prefect deployment and work pool health, prefect docs and release briefing, diagnose a failed Prefect flow run. Free SKILL.md files for Claude Code, Cursor and Codex, or one click in RevampKey.

## Skills

- [Use Prefect with AI, safely and read-only](https://revampkey.com/marketplace/prefect/skills/essentials.md): Connects an AI assistant to your Prefect workspaces so it can read flows, runs, deployments and logs. It confirms which workspace and account it is reading, keeps results small, and never changes anything in Prefect.
- [Check Prefect deployment and work pool health](https://revampkey.com/marketplace/prefect/skills/deployment-and-work-pool-health-check.md): Sweeps your Prefect deployments, work pools and automations to find what is stuck, paused or unscheduled, and reports on infrastructure rather than a single run. It asks before changing anything.
- [Prefect docs and release briefing](https://revampkey.com/marketplace/prefect/skills/docs-and-release-briefing.md): Answers Prefect how-to and configuration questions from the current documentation, and reports what changed between your version and the one you're upgrading to. It does not change anything in your workspace.
- [Diagnose a failed Prefect flow run](https://revampkey.com/marketplace/prefect/skills/failed-flow-run-diagnosis.md): Traces one failed flow run to its first failing task and exception, separating the root error from downstream cascade failures. It reads run state and logs in the Prefect workspace you choose and makes no changes.

## Install

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

```bash
for s in essentials deployment-and-work-pool-health-check docs-and-release-briefing failed-flow-run-diagnosis; do
  curl -fsSL --create-dirs -o .agents/skills/prefect-$s/SKILL.md https://revampkey.com/marketplace/prefect/skills/$s/SKILL.md
done
```

### What is a Prefect agent skill?

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

### Do the Prefect skills change anything on their own?

4 of the 4 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 Prefect.

### 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 Prefect; elsewhere you copy the folders into your project or skills directory.

### Do I need the Prefect MCP server too?

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

MCP setup guide: https://revampkey.com/marketplace/prefect.md