Dagster+ agent skills for Claude Code, Cursor and RevampKey

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

Download RevampKey, free I have it: connect Dagster+

Connect Dagster+ once and all 4 skills install themselves and stay up to date. Mac, Windows and Linux.

All 4 Dagster+ 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 Dagster+ tools

Use the Dagster+ MCP connector safely

Confirms the organization, deployment and region before reading, picks the right tool family, and asks for explicit approval before any launch, create, update or delete.

Use it when

Connecting Dagster+ to an AI session for the first time
Asking which deployment or region an AI session is reading
Deciding whether a question needs a read or a launch

Tools it uses

get_deployment_info
get_run
get_run_logs
get_run_alert_notifications
get_asset
get_assets
get_asset_location
get_assets_locations
get_asset_metrics
get_asset_selection_metrics
get_job_metrics
get_deployment_metrics
list_asset_checks
list_alert_policies
get_alert_policy
get_alert_policies_for_job
get_alert_policy_notifications
get_alert_policies_as_document
create_issue
add_link_to_issue
launch_job_run
launch_asset_run
create_or_update_alert_policy
delete_alert_policy

Example

Check the staging deployment for any failed runs today, but don't launch anything.

I'm reading the staging deployment in the US region. One run failed today: run 4f2a in the orders_daily job. I haven't launched anything. Want me to pull the logs for it?

Use in RevampKeyRead the full skill →

Asks before writing12 Dagster+ tools

Review Dagster+ alert policies with AI

Audits your Dagster+ alert policies for jobs with no coverage, policies that never fire or fire constantly, and notification history. It proposes changes and waits for your approval before creating, updating or deleting any policy.

Use it when

A critical job failed and nobody was notified
Alerts are so noisy the team has started ignoring them
Checking whether a new job is covered before a release

Tools it uses

get_deployment_info
list_alert_policies
get_alert_policy
get_alert_policies_as_document
get_assets
get_asset
get_alert_policies_for_job
get_alert_policy_notifications
get_job_metrics
get_run_alert_notifications
create_or_update_alert_policy
delete_alert_policy

Example

Review our Dagster+ alert policies. Which important jobs have no policy, and which policies are noisy or unused?

I found 3 jobs with no alert policy. The most important is orders_daily, which feeds the finance dashboard. One policy, slack-data-failures, sent 38 notifications this month, mostly from a retry loop in ingest_events, so I suggest fixing that job rather than muting the alert. I have proposed three changes and will apply none until you approve each one.

Use in RevampKeyRead the full skill →

Asks before writing10 Dagster+ tools

Audit asset freshness in Dagster+ with AI

Sweeps your Dagster+ deployment for stale, failing or unverified assets and ranks them by downstream impact. It only reads data and asks before launching anything.

Use it when

Before a Monday review, to see which tables are behind
After a deploy, to check nothing silently stopped materialising
When a dashboard looks wrong and you need to find which upstream asset is stale

Tools it uses

get_deployment_info
get_assets
get_asset
get_asset_location
get_assets_locations
list_asset_checks
get_asset_metrics
get_asset_selection_metrics
launch_asset_run
launch_job_run

Example

Which assets in production are stale, and which of them feed the most downstream assets?

Production has 412 assets in scope. 14 are stale, 3 are failing, 22 have no checks, and 373 are healthy. The top item is orders_daily, 9 hours behind a 1-hour cadence, feeding 11 downstream assets owned by the revenue code location.

Use in RevampKeyRead the full skill →

Asks before writing7 Dagster+ tools

Triage a failed Dagster+ pipeline run with AI

Finds the failing run, reads its logs from the failure point backwards, separates the root cause from downstream fallout, and recommends what to re-run. It asks before launching anything.

Use it when

A nightly job failed and you need to know why before the morning standup
A run failed with a long traceback and you want the originating step, not the last error
You want to know whether a failure was alerted and whether a re-run is safe

Tools it uses

get_run
list_alert_policies
get_deployment_info
get_run_logs
get_run_alert_notifications
launch_job_run
launch_asset_run

Example

Why did run 7f3a2c fail last night? Tell me the root cause and whether I can just re-run it.

Run 7f3a2c in the orders_ingest job failed at 02:14 in the load_orders step with a timeout connecting to the warehouse. The three downstream steps were skipped, not failed. The cause looks transient: the same timeout pattern is not present in the previous six nights. The run was alerted to the on-call channel at 02:15. I suggest re-running the job now. Shall I launch it?

Use in RevampKeyRead the full skill →

Get all 4 without copying a file

RevampKey adds the skills when you connect Dagster+, updates them for you and removes them when you disconnect.

Download RevampKey

How Dagster+ skills work

Connect Dagster+
The Dagster+ MCP server gives the agent its tools.
Ask in plain words
“Review our Dagster+ alert policies. Which important jobs have no policy, and which policies are noisy or unused?” 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 Dagster+ skills

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

About 1 minute · nothing to copy

Download RevampKey for Mac, Windows or Linux and sign in.
Open Connectors and connect Dagster+. All 4 skills come with it and stay up to date; they go away when you remove the connector.
Ask in plain language, for example “Review our Dagster+ alert policies. Which important jobs have no policy, and which policies are noisy or unused?”
Download RevampKeyConnect Dagster+ · 1 click
Get RevampKey to connect Dagster+
RevampKey is a free desktop app for Mac, Windows and Linux. Install it, sign in, and Dagster+ is one click away with its skills already attached.
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Not now? Use the skills in your current tool
for s in essentials alert-policy-review asset-freshness-audit pipeline-failure-triage; do curl -fsSL --create-dirs -o .claude/skills/dagster-mcp-$s/SKILL.md https://revampkey.com/marketplace/dagster-mcp/skills/$s/SKILL.md done
Other tools

Into this project’s .claude/skills folder

Connect the Dagster+ MCP server in Claude Code.

Run this in your project folder to add all 4 skills:

for s in essentials alert-policy-review asset-freshness-audit pipeline-failure-triage; do
  curl -fsSL --create-dirs -o .claude/skills/dagster-mcp-$s/SKILL.md https://revampkey.com/marketplace/dagster-mcp/skills/$s/SKILL.md
done

Ask in plain language, for example “Review our Dagster+ alert policies. Which important jobs have no policy, and which policies are noisy or unused?”

Into the shared .agents/skills folder

Connect the Dagster+ MCP server in Cursor.

Run this in your project folder to add all 4 skills:

for s in essentials alert-policy-review asset-freshness-audit pipeline-failure-triage; do
  curl -fsSL --create-dirs -o .agents/skills/dagster-mcp-$s/SKILL.md https://revampkey.com/marketplace/dagster-mcp/skills/$s/SKILL.md
done

Ask in plain language, for example “Review our Dagster+ alert policies. Which important jobs have no policy, and which policies are noisy or unused?”

Into the shared .agents/skills folder

Connect the Dagster+ MCP server in Codex.

Run this in your project folder to add all 4 skills:

for s in essentials alert-policy-review asset-freshness-audit pipeline-failure-triage; do
  curl -fsSL --create-dirs -o .agents/skills/dagster-mcp-$s/SKILL.md https://revampkey.com/marketplace/dagster-mcp/skills/$s/SKILL.md
done

Ask in plain language, for example “Review our Dagster+ alert policies. Which important jobs have no policy, and which policies are noisy or unused?”

Into the shared .agents/skills folder

Connect the Dagster+ MCP server in VS Code.

Run this in your project folder to add all 4 skills:

for s in essentials alert-policy-review asset-freshness-audit pipeline-failure-triage; do
  curl -fsSL --create-dirs -o .agents/skills/dagster-mcp-$s/SKILL.md https://revampkey.com/marketplace/dagster-mcp/skills/$s/SKILL.md
done

Ask in plain language, for example “Review our Dagster+ alert policies. Which important jobs have no policy, and which policies are noisy or unused?”

RevampKey or copy the files?

In RevampKey

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

See the command

Dagster+ skills FAQ

What is a Dagster+ agent skill?

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

Do the Dagster+ 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 Dagster+.

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 Dagster+; elsewhere you copy the folders into your project or skills directory.

Do I need the Dagster+ MCP server too?

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

Dagster+ MCP server setup · This page as Markdown

Put Dagster+’s best workflows in your agent

Download RevampKey, connect Dagster+ and ask your first question in about a minute.

Download RevampKey Connect Dagster+ · 1 click

All 4 Dagster+ skills

Use the Dagster+ MCP connector safely

Use it when

Tools it uses

Review Dagster+ alert policies with AI

Use it when

Tools it uses

Audit asset freshness in Dagster+ with AI

Use it when

Tools it uses

Triage a failed Dagster+ pipeline run with AI

Use it when

Tools it uses

Get all 4 without copying a file

How Dagster+ skills work

How to install Dagster+ skills

RevampKey or copy the files?

In RevampKey

Copy into your project

Dagster+ skills FAQ

Put Dagster+’s best workflows in your agent

Skills for related tools