zenml

Guided implementation of ZenML MLOps best practices including metadata logging, experiment tracking, alerts, schedules and triggers, secrets, streaming events, and Model Control Plane setup

1 skill · 2 agents

Migrate Apache Airflow DAGs and workflows to idiomatic ZenML pipelines with concept mapping, code translation, and unsupported pattern flagging

1 skill

Migrate Argo Workflows to idiomatic ZenML pipelines with concept mapping, code translation, Kubernetes-native pattern flagging, and redesign guidance

1 skill

Migrate Azure Machine Learning SDK v2 pipelines to idiomatic ZenML pipelines with concept mapping, Azure-aware compute translation, code patterns, and unsupported pattern flagging

1 skill

Migrate Dagster assets, ops, jobs, and asset-graph workflows to idiomatic ZenML pipelines with concept mapping, asset-boundary planning, code translation, and unsupported pattern flagging

1 skill

Migrate Databricks Workflows (Lakeflow Jobs) to idiomatic ZenML pipelines with concept mapping, notebook refactoring, code translation, and unsupported pattern flagging

1 skill

Migrate Flyte workflows, tasks, and LaunchPlans to idiomatic ZenML pipelines with concept mapping, code translation, and unsupported pattern flagging

1 skill

Migrate Kedro pipelines and projects to idiomatic ZenML pipelines with concept mapping, Data Catalog to artifact translation, code translation, and unsupported pattern flagging

1 skill

Migrate Metaflow flows to idiomatic ZenML pipelines with FlowSpec mapping, artifact translation, and unsupported pattern flagging

1 skill

Author ZenML pipelines with steps, artifacts, caching, Docker and resource settings, orchestrator settings, materializers, metadata, secrets, deployments, streaming events, YAML configuration, and visualizations

1 skill

Migrate Prefect flows and workflows to idiomatic ZenML pipelines with concept mapping, dynamic-execution analysis, code translation, and unsupported pattern flagging

1 skill

Migrate Amazon SageMaker Pipelines and workflow code to idiomatic ZenML pipelines with concept mapping, code translation, and unsupported pattern flagging

1 skill

Scope and decompose ML workflow ideas into realistic ZenML architectures, including pipelines, deployments, resources, and streaming boundaries

1 skill

Migrate Vertex AI Pipelines (KFP v2 / PipelineJob workflows) to idiomatic ZenML pipelines with concept mapping, artifact-contract translation, GCPC rewrite guidance, and unsupported pattern flagging

1 skill