managed-airflow-migrations

Provides guidance for migrating Apache Airflow DAGs in Managed Service for Apache Airflow (MSAA; formerly Cloud Composer). Covers migration to Airflow 2.11.1 (MSAA Gen 2 and 3) and Airflow 3 (MSAA Gen 3), including environment inspection, GCS download/upload and scanning patterns for breaking changes. Use when migrating the DAG code to newer Airflow version. Don't use when checking DAG run failures unrelated to code migration.

v1.0.0New

#google-cloud-skills

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Run this command in your terminal. No account required — it auto-detects your AI tool and installs the skill file.

npx @skills-hub-ai/cli install google-cloud-skills-managed-airflow-migrations

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~/.claude/skills/<skill>/SKILL.md

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npx @skills-hub-ai/cli install google-cloud-skills-managed-airflow-migrations --target claude-code

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Frequently asked questions about managed-airflow-migrations

What does the managed-airflow-migrations skill do?

How do I install the managed-airflow-migrations skill?

Run `npx @skills-hub-ai/cli install google-cloud-skills-managed-airflow-migrations` from your terminal. The CLI writes the SKILL.md to the correct location for your AI tool (e.g. ~/.claude/skills/google-cloud-skills-managed-airflow-migrations/ for Claude Code or ~/.cursor/skills/ for Cursor with --target cursor) and adds it to your project's .skills.json lockfile.

Which AI tools does managed-airflow-migrations work with?

managed-airflow-migrations runs in Claude Code. It follows the open Agent Skills standard (SKILL.md), so the same skill works in every supported tool without modification.

Is the managed-airflow-migrations skill free?

Yes. Every skill on skills-hub.ai is free and open-source. There are no premium tiers, paywalls, or usage limits. You only pay for whatever AI assistant you're already using.

How do I use managed-airflow-migrations after installing it?

In Claude Code, type `/google-cloud-skills-managed-airflow-migrations` (or whatever slash command the skill registers) and the AI follows the skill's instructions immediately. You can also reference it by name in natural language, your AI loads the skill into context when relevant.

Can I share the managed-airflow-migrations skill with my team?

Yes. Commit your project's .skills.json lockfile and teammates run `npx @skills-hub-ai/cli install` (no args) to install every skill at the exact version you pinned. Organization-scoped installs work via skills-hub.ai organizations.