zenml-io

zenml-io/mcp-zenml

Instructions file

Instructions for zenml-io/mcp-zenml, covering claude.md, commands, testing and development, code quality and development workflow.

zenml-io/mcp-zenml

MCP server Claude CodeCodexCursor +2

MCP server "mcp-zenml" as configured in zenml-io/mcp-zenml. Runs in Docker (docker.io/zenmldocker/mcp-zenml:1.5.1). Needs 2 environment variables to run.

zenml-io/skills

Plugin Claude Code

Plugin marketplace listing 14 plugins: zenml-quick-wins, zenml-scoping, zenml-pipeline-authoring, zenml-airflow-migration, zenml-argo-migration.

zenml-io/skills

Instructions file CodexOpenCode

Instructions for zenml-io/skills, covering repository guidelines, project structure & module organization, build, test, and development commands, coding style & naming conventions and testing guidelines.

zenml-io/skills

Instructions file

Instructions for zenml-io/skills, covering claude.md, repository purpose, current plugins, architecture and key files.

zenml-io/skills

Skill Claude CodeCodex

Migrate Apache Airflow DAGs, operators, and workflows to idiomatic ZenML pipelines. Handles concept mapping (DAG→pipeline, operator→step, XCom→artifact), code translation, scheduling, retry config, Docker settings, and flags unsupported patterns (trigger rules, sensors, dynamic task mapping) for human review. Use this…

zenml-io/skills

Skill Claude CodeCodex

Migrate Argo Workflows, WorkflowTemplates, ClusterWorkflowTemplates, and CronWorkflows to idiomatic ZenML pipelines. Handles concept mapping, YAML-to-Python translation, scheduling, retries, Kubernetes-native pattern analysis, and flags unsupported patterns such as status-based depends logic, shared volumes…

zenml-io/skills

Skill Claude CodeCodex

Migrate Azure Machine Learning SDK v2 pipelines, components, environments, and schedules to idiomatic ZenML pipelines. Handles concept mapping (@pipeline -> @pipeline, @commandcomponent -> @step, Environment(...) -> DockerSettings(...), AzureML compute -> AzureMLOrchestratorSettings), code translation, Azure-aware…

zenml-io/skills

Skill Claude CodeCodex

Migrate Dagster assets, ops, graphs, jobs, and software-defined asset workflows to idiomatic ZenML pipelines. Handles concept mapping (asset->step output, job->pipeline, IOManager->artifact store/materializer + explicit IO steps), asset-boundary planning, code translation, scheduling, retry config, resources/config…

zenml-io/skills

Skill Claude CodeCodex

Migrate Databricks Workflows (Lakeflow Jobs) to idiomatic ZenML pipelines. Handles concept mapping (Job->pipeline, Task->step, task values->artifact), notebook refactoring, code translation for all Databricks task types (notebooktask, pythonwheeltask, sqltask, dbttask, conditiontask, foreachtask, runjobtask…

zenml-io/skills

Skill Claude CodeCodex

Migrate Flyte workflows, tasks, LaunchPlans, and Flytekit code to idiomatic ZenML pipelines. Handles concept mapping (@task->@step, @workflow->@pipeline, maptask()->dynamic .map(), conditional()->dynamic branching, LaunchPlan->schedule/config split), code translation, special-type migration (FlyteFile, FlyteDirectory…

zenml-io/skills

Skill Claude CodeCodex

Migrate Kedro pipelines and projects to idiomatic ZenML pipelines. Handles concept mapping (node->step, Pipeline->pipeline, Data Catalog->explicit boundary steps plus artifacts, params:->typed parameters), catalog analysis, code translation, hooks/runners/deployment mapping, and flags unsupported patterns…

zenml-io/skills

Skill Claude CodeCodex

Migrate Metaflow flows and Outerbounds-flavored Metaflow projects to idiomatic ZenML pipelines. Handles concept mapping (FlowSpec->pipeline, @step->@step, self. artifacts->explicit returns and inputs), code translation for Parameters, IncludeFile, Config, self.next transitions, branch/join, foreach, scheduling…

zenml-io/skills

Skill Claude CodeCodex

Author ZenML pipelines: @step/@pipeline decorators, type hints, multi-output steps, dynamic vs static pipelines, artifact data flow, ExternalArtifact, YAML configuration, DockerSettings and ResourceSettings for remote execution, custom materializers, metadata logging, secrets management, pipeline deployments, live…

zenml-io/skills

Skill Claude CodeCodex

Migrate Prefect flows, tasks, and deployment patterns to idiomatic ZenML pipelines. Handles concept mapping (@flow→@pipeline, @task→@step, result persistence→artifacts), dynamic-execution analysis, code translation, scheduling, retries, Blocks/secrets decomposition, and flags unsupported patterns (allowfailure()…

zenml-io/skills

Agent

Analyzes Python codebase for ZenML patterns and feature usage. Use proactively in Phase 1 of the quick-wins workflow to scan for quick win opportunities. Returns a structured summary of current ZenML feature adoption and improvement opportunities.

zenml-io/skills

Agent

Investigates ZenML stack configuration and component setup by running CLI commands. Use proactively in Phase 1 of the quick-wins workflow to gather stack information. Returns a structured summary of stacks, components, and recent pipeline activity.

zenml-io/skills

Skill Claude CodeCodex

Implements ZenML quick wins to enhance MLOps workflows. Investigates codebase and stack configuration, recommends high-priority improvements, and implements metadata logging, experiment tracking, alerts, scheduling, secrets management, tags, git hooks, HTML reports, Model Control Plane setup, live streaming events…

zenml-io/skills

Skill Claude CodeCodex

Migrate Amazon SageMaker Pipelines and workflow code to idiomatic ZenML pipelines. Handles concept mapping (Pipeline->@pipeline, ProcessingStep/TrainingStep->@step, PropertyFile/JsonGet->artifacts), code translation, SagemakerOrchestratorSettings mapping, scheduling, model-registration strategy, and flags unsupported…

zenml-io/skills

Skill Claude CodeCodex

Scope and decompose ML workflow ideas into realistic ZenML pipeline architectures. Runs an in-depth interview to help users break down ambitious or over-engineered plans into well-composed multi-pipeline setups, identify what belongs in a pipeline vs. what doesn't, define cross-pipeline data flow via the Model Control…

zenml-io/skills

Skill Claude CodeCodex

Migrate Vertex AI Pipelines (Kubeflow Pipelines v2 / PipelineJob workflows) to idiomatic ZenML pipelines. Handles concept mapping (@dsl.pipeline -> @pipeline, @dsl.component -> @step, PipelineJob.createschedule(...) -> Schedule(...)), artifact-contract translation (Input[Dataset], InputPath, .uri, .path), Google Cloud…

zenml-io/kitaru-skills

Plugin Claude Code

Plugin marketplace listing 1 plugin: kitaru.

zenml-io/kitaru-skills

Plugin Claude Code

Experience Kitaru, build integrations, investigate sessions, select evaluators, and run bounded replay experiments.

zenml-io/kitaru-skills

Skill Claude CodeCodex

Use when cutting a release of the kitaru-skills repository — pushing develop to main, bumping the kitaru plugin version, tagging a version, or publishing a GitHub Release for the Claude Code marketplace.