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airflow-to-zenml-migration

Category: Content  ·  Sub-category: translation  ·  Last updated:
tool:dockertype:review
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 skill whenever the user mentions Airflow migration, converting Airflow DAGs, porting workflows from Airflow, replacing Airflow with ZenML, or asks how an Airflow concept maps to ZenML — even if they don't explicitly say "migrate". Also use when they paste Airflow code and ask to make it work with ZenML, or when they describe a workflow using Airflow terminology (DAG, operator, XCom, sensor, task group) in a ZenML context. If the user just asks a quick conceptual question ("what's the ZenML equivalent of XCom?"), answer it directly from the concept map — no need to run the full migration workflow.

From the source SKILL.md

This skill translates Apache Airflow DAGs into idiomatic ZenML pipelines. It handles the full migration workflow: analyzing Airflow code, classifying each pattern, translating what maps cleanly, flagging what needs redesign, and producing a working ZenML project.

What this skill does

airflow-to-zenml-migration is a community-contributed Claude Code skill in the translation sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/airflow-migration/ and loads when your prompt matches the skill's trigger.

When to invoke it: use when they paste Airflow code and ask to make it work with ZenML, or when they describe a workflow using Airflow terminology (DAG, operator, XCom, sensor, task group) in a ZenML context. If the user just asks a quick conceptual question ("what's the ZenML equivalent of XCom?"), answer it directly from the concept map — no need to run the full migration workflow.

Who uses this skill

The airflow-to-zenml-migration Claude Code skill is built for content creators, marketers, copywriters, SEO professionals, and editorial teams. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 118,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/airflow-migration
curl -L https://claudskills.com/skills/airflow-migration/SKILL.md \
  -o ~/.claude/skills/airflow-migration/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/airflow-migration/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/airflow-migration/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\airflow-migration\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Frequently asked questions

How do I install the airflow-to-zenml-migration Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/airflow-migration/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the airflow-to-zenml-migration skill do?
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 skill whenever the user mentions Airflow migration, converting Airflow DAGs, porting workflows from Airflow, replacing Airflow with ZenML, or asks how an Airflow concept maps to ZenML — even if they don't explicitly say "migrate". Also use when they paste Airflow code and ask to make it work with ZenML, or when they describe a workflow using Airflow terminology (DAG, operator, XCom, sensor, task group) in a ZenML context. If the user just asks a quick conceptual question ("what's the ZenML equivalent of XCom?"), answer it directly from the concept map — no need to run the full migration workflow.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the airflow-to-zenml-migration skill?
Use airflow-to-zenml-migration when your Claude Code task falls under the Content category — specifically in the translation area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use airflow-to-zenml-migration" or describe the task and let Claude pick). Browse related skills at /category/content/.
What is a Claude Code skill and how does the airflow-to-zenml-migration skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. airflow-to-zenml-migration is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Content category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
zenml-io. (2026). airflow-to-zenml-migration [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/airflow-migration/
BibTeX
@misc{airflow-migration-2026,
  author    = {zenml-io},
  title     = {airflow-to-zenml-migration [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/airflow-migration/}
}

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