# ZenML AI Agent Skills

ZenML publishes official AI agent skills for its tools, services, and developer workflows. Building production MLOps tooling.

Browse 24 official AI agent skills across 3 ZenML repositories, with install commands and source links.

Official page: https://skillscout.sh/official/zenml-io/
Markdown page: https://skillscout.sh/official/zenml-io/zenml-io_skills_skillscout.md
Vendor website: https://zenml.io/

## Prompt for your agent

Fetch this Markdown manifest as plain text: https://skillscout.sh/official/zenml-io/zenml-io_skills_skillscout.md. If your browser cannot display the Markdown directly, use curl or another text fetcher. Recommend the relevant ZenML skills package or packages for my goal, explain which individual skills matter, and wait for my approval. After I approve, install with the npx command. If no project is open, install it as an agent skill I can use later.

## Skills packages

### zenml-io/kitaru-skills

Includes 6 official skills: kitaru-importer-builder, kitaru-investigation, kitaru-replay-experiment, kitaru-adapter-builder, kitaru-guided-tour, kitaru-hosted-onboarding-tour.

Install:

```bash
npx skills add zenml-io/kitaru-skills -y
```

Source: https://github.com/zenml-io/kitaru-skills

### zenml-io/skills

Includes 14 official skills: scoping, airflow-migration, pipeline-authoring, quick-wins, databricks-migration, argo-migration.

Install:

```bash
npx skills add zenml-io/skills -y
```

Source: https://github.com/zenml-io/skills

### zenml-io/kitaru

Includes 4 official skills: default-agent, default-agent, default-agent, default-agent.

Install:

```bash
npx skills add zenml-io/kitaru -y
```

Source: https://github.com/zenml-io/kitaru

## Individual skills

### kitaru-importer-builder

Official ZenML skill from zenml-io/kitaru-skills.

Install:

```bash
npx skills add zenml-io/kitaru-skills@kitaru-importer-builder -y
```

Package: zenml-io/kitaru-skills
Source: https://github.com/zenml-io/kitaru-skills/tree/HEAD/skills/kitaru-importer-builder

### kitaru-investigation

Official ZenML skill from zenml-io/kitaru-skills.

Install:

```bash
npx skills add zenml-io/kitaru-skills@kitaru-investigation -y
```

Package: zenml-io/kitaru-skills
Source: https://github.com/zenml-io/kitaru-skills/tree/HEAD/skills/kitaru-investigation

### kitaru-replay-experiment

Official ZenML skill from zenml-io/kitaru-skills.

Install:

```bash
npx skills add zenml-io/kitaru-skills@kitaru-replay-experiment -y
```

Package: zenml-io/kitaru-skills
Source: https://github.com/zenml-io/kitaru-skills/tree/HEAD/skills/kitaru-replay-experiment

### kitaru-adapter-builder

Official ZenML skill from zenml-io/kitaru-skills.

Install:

```bash
npx skills add zenml-io/kitaru-skills@kitaru-adapter-builder -y
```

Package: zenml-io/kitaru-skills
Source: https://github.com/zenml-io/kitaru-skills/tree/HEAD/skills/kitaru-adapter-builder

### kitaru-guided-tour

Official ZenML skill from zenml-io/kitaru-skills.

Install:

```bash
npx skills add zenml-io/kitaru-skills@kitaru-guided-tour -y
```

Package: zenml-io/kitaru-skills
Source: https://github.com/zenml-io/kitaru-skills/tree/HEAD/skills/kitaru-guided-tour

### kitaru-hosted-onboarding-tour

Official ZenML skill from zenml-io/kitaru-skills.

Install:

```bash
npx skills add zenml-io/kitaru-skills@kitaru-hosted-onboarding-tour -y
```

Package: zenml-io/kitaru-skills
Source: https://github.com/zenml-io/kitaru-skills/tree/HEAD/skills/kitaru-hosted-onboarding-tour

### scoping

Official ZenML skill from zenml-io/skills.

Install:

```bash
npx skills add zenml-io/skills@scoping -y
```

Package: zenml-io/skills
Source: https://github.com/zenml-io/skills/tree/HEAD/skills/zenml-scoping/skills/scoping

### airflow-migration

Official ZenML skill from zenml-io/skills.

Install:

```bash
npx skills add zenml-io/skills@airflow-migration -y
```

Package: zenml-io/skills
Source: https://github.com/zenml-io/skills/tree/HEAD/skills/zenml-airflow-migration/skills/airflow-migration

### pipeline-authoring

Official ZenML skill from zenml-io/skills.

Install:

```bash
npx skills add zenml-io/skills@pipeline-authoring -y
```

Package: zenml-io/skills
Source: https://github.com/zenml-io/skills/tree/HEAD/skills/zenml-pipeline-authoring/skills/pipeline-authoring

### quick-wins

Official ZenML skill from zenml-io/skills.

Install:

```bash
npx skills add zenml-io/skills@quick-wins -y
```

Package: zenml-io/skills
Source: https://github.com/zenml-io/skills/tree/HEAD/skills/zenml-quick-wins/skills/quick-wins

### databricks-migration

Official ZenML skill from zenml-io/skills.

Install:

```bash
npx skills add zenml-io/skills@databricks-migration -y
```

Package: zenml-io/skills
Source: https://github.com/zenml-io/skills/tree/HEAD/skills/zenml-databricks-migration/skills/databricks-migration

### argo-migration

Official ZenML skill from zenml-io/skills.

Install:

```bash
npx skills add zenml-io/skills@argo-migration -y
```

Package: zenml-io/skills
Source: https://github.com/zenml-io/skills/tree/HEAD/skills/zenml-argo-migration/skills/argo-migration

### azureml-migration

Official ZenML skill from zenml-io/skills.

Install:

```bash
npx skills add zenml-io/skills@azureml-migration -y
```

Package: zenml-io/skills
Source: https://github.com/zenml-io/skills/tree/HEAD/skills/zenml-azureml-migration/skills/azureml-migration

### dagster-migration

Official ZenML skill from zenml-io/skills.

Install:

```bash
npx skills add zenml-io/skills@dagster-migration -y
```

Package: zenml-io/skills
Source: https://github.com/zenml-io/skills/tree/HEAD/skills/zenml-dagster-migration/skills/dagster-migration

### flyte-migration

Official ZenML skill from zenml-io/skills.

Install:

```bash
npx skills add zenml-io/skills@flyte-migration -y
```

Package: zenml-io/skills
Source: https://github.com/zenml-io/skills/tree/HEAD/skills/zenml-flyte-migration/skills/flyte-migration

### kedro-migration

Official ZenML skill from zenml-io/skills.

Install:

```bash
npx skills add zenml-io/skills@kedro-migration -y
```

Package: zenml-io/skills
Source: https://github.com/zenml-io/skills/tree/HEAD/skills/zenml-kedro-migration/skills/kedro-migration

### metaflow-migration

Official ZenML skill from zenml-io/skills.

Install:

```bash
npx skills add zenml-io/skills@metaflow-migration -y
```

Package: zenml-io/skills
Source: https://github.com/zenml-io/skills/tree/HEAD/skills/zenml-metaflow-migration/skills/metaflow-migration

### prefect-migration

Official ZenML skill from zenml-io/skills.

Install:

```bash
npx skills add zenml-io/skills@prefect-migration -y
```

Package: zenml-io/skills
Source: https://github.com/zenml-io/skills/tree/HEAD/skills/zenml-prefect-migration/skills/prefect-migration

### sagemaker-migration

Official ZenML skill from zenml-io/skills.

Install:

```bash
npx skills add zenml-io/skills@sagemaker-migration -y
```

Package: zenml-io/skills
Source: https://github.com/zenml-io/skills/tree/HEAD/skills/zenml-sagemaker-migration/skills/sagemaker-migration

### vertexai-migration

Official ZenML skill from zenml-io/skills.

Install:

```bash
npx skills add zenml-io/skills@vertexai-migration -y
```

Package: zenml-io/skills
Source: https://github.com/zenml-io/skills/tree/HEAD/skills/zenml-vertexai-migration/skills/vertexai-migration

### default-agent

Official ZenML skill from zenml-io/kitaru.

Install:

```bash
npx skills add zenml-io/kitaru@default-agent -y
```

Package: zenml-io/kitaru
Source: https://github.com/zenml-io/kitaru/tree/HEAD/examples/end_to_end/agent_harness_platform/skills/basic/default-agent

### default-agent

Official ZenML skill from zenml-io/kitaru.

Install:

```bash
npx skills add zenml-io/kitaru@default-agent -y
```

Package: zenml-io/kitaru
Source: https://github.com/zenml-io/kitaru/tree/HEAD/examples/end_to_end/agent_harness_platform/skills/with-hitl/default-agent

### default-agent

Official ZenML skill from zenml-io/kitaru.

Install:

```bash
npx skills add zenml-io/kitaru@default-agent -y
```

Package: zenml-io/kitaru
Source: https://github.com/zenml-io/kitaru/tree/HEAD/examples/end_to_end/agent_harness_platform/skills/with-services/default-agent

### default-agent

Official ZenML skill from zenml-io/kitaru.

Install:

```bash
npx skills add zenml-io/kitaru@default-agent -y
```

Package: zenml-io/kitaru
Source: https://github.com/zenml-io/kitaru/tree/HEAD/examples/end_to_end/agent_harness_platform/skills/with-wiki/default-agent

## zenml-io/kitaru-skills package overview

Includes 6 official skills: kitaru-importer-builder, kitaru-investigation, kitaru-replay-experiment, kitaru-adapter-builder, kitaru-guided-tour, kitaru-hosted-onboarding-tour.

### Top skills in this package

- kitaru-importer-builder: Official ZenML skill from zenml-io/kitaru-skills.
- kitaru-investigation: Official ZenML skill from zenml-io/kitaru-skills.
- kitaru-replay-experiment: Official ZenML skill from zenml-io/kitaru-skills.
- kitaru-adapter-builder: Official ZenML skill from zenml-io/kitaru-skills.
- kitaru-guided-tour: Official ZenML skill from zenml-io/kitaru-skills.
- kitaru-hosted-onboarding-tour: Official ZenML skill from zenml-io/kitaru-skills.

### Install

Install the full package:

```bash
npx skills add zenml-io/kitaru-skills -y
```

Install a specific skill:

```bash
npx skills add zenml-io/kitaru-skills@kitaru-importer-builder -y
```

Use the package when you want your agent to choose the relevant skill from this official repository.

Source: https://github.com/zenml-io/kitaru-skills#readme