Automated detection and code migration for upgrading Apache Airflow 2.x DAGs to Airflow 3.x.
Automate repetitive workflows and reduce manual effort
Example: Generate reports, summarize documents, draft communications
Save 3-5 hours per week on routine tasks
Learn new skills, understand complex topics, get expert guidance
Example: Explain concepts, provide examples, suggest learning resources
Accelerate learning and skill development by 2x
Enhance output quality through reviews, suggestions, and refinements
Example: Review drafts, suggest improvements, catch errors
Improve work quality by 30-40% with less effort
Time estimate: 15-45 minutes depending on use case complexity
Prerequisites
Submit your Claude Code skill and start earning
epx add astronomer/agents --skill migrating-airflow-2-to-3Compatible with
Supported agents
Provides Ruff-based auto-fix rules (AIR30/AIR301/AIR302/AIR31/AIR311/AIR312) to detect and resolve breaking changes in imports, operators, hooks, and context variables
Covers critical architecture shifts: workers no longer access metadata DB directly; use the Airflow Python client or REST API instead of ORM session queries
Includes manual migration checklist for issues Ruff cannot auto-fix: c
AI-first code editor with Composer
Before installing skills in Cursor, ensure your development environment meets these requirements:
node --versionmigrating-airflow-2-to-3Execute the skills CLI command in your project's root directory to begin installation:
epx add astronomer/agents --skill migrating-airflow-2-to-3Fetches migrating-airflow-2-to-3 from astronomer/agents and configures it for Cursor.
The CLI shows a list of agents. Use arrow keys and space to select Cursor:
Confirm successful installation by checking the skill directory location:
.cursor/skills/migrating-airflow-2-to-3
Restart Cursor to activate migrating-airflow-2-to-3. Access via /migrating-airflow-2-to-3in your agent's command palette.
Learn more:View source on GitHubSkills CLI docsAbout CursorWhat are agent skills?
Steps
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💡 Pro Tips
✓ Use when
Use when skill capabilities match your task, clear ROI on time saved, and you can validate outputs. Best for repetitive tasks, learning, and quality improvement.
✗ Avoid when
Avoid when task requires deep expertise you can't validate, involves sensitive decisions, or when learning process is more valuable than speed of completion.
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migrating-airflow-2-to-3 reduced setup friction for our internal harness; good balance of opinion and flexibility.
migrating-airflow-2-to-3 is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
Keeps context tight: migrating-airflow-2-to-3 is the kind of skill you can hand to a new teammate without a long onboarding doc.
Registry listing for migrating-airflow-2-to-3 matched our evaluation — installs cleanly and behaves as described in the markdown.
Keeps context tight: migrating-airflow-2-to-3 is the kind of skill you can hand to a new teammate without a long onboarding doc.
migrating-airflow-2-to-3 is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
migrating-airflow-2-to-3 reduced setup friction for our internal harness; good balance of opinion and flexibility.
Registry listing for migrating-airflow-2-to-3 matched our evaluation — installs cleanly and behaves as described in the markdown.
Registry listing for migrating-airflow-2-to-3 matched our evaluation — installs cleanly and behaves as described in the markdown.
migrating-airflow-2-to-3 reduced setup friction for our internal harness; good balance of opinion and flexibility.
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