agentsclimarketplace
Sign in

Airflow dag patterns

Skill aiskillstore/marketplace/skills/sickn33/airflow-dag-patterns

Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.From its SKILL.md

Install
npx -y skills add aiskillstore/marketplace --skill airflow-dag-patterns

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

  • no licenseNo license file was found in the repository. Code published without one is not open source by default, so using it at work is a question for whoever answers licensing questions where you are.

SKILL.md

1.8 KB, 303 tokens by cl100k_base, as published. Nobody here has run it

Apache Airflow DAG Patterns

Production-ready patterns for Apache Airflow including DAG design, operators, sensors, testing, and deployment strategies.

Use this skill when

  • Creating data pipeline orchestration with Airflow
  • Designing DAG structures and dependencies
  • Implementing custom operators and sensors
  • Testing Airflow DAGs locally
  • Setting up Airflow in production
  • Debugging failed DAG runs

Do not use this skill when

  • You only need a simple cron job or shell script
  • Airflow is not part of the tooling stack
  • The task is unrelated to workflow orchestration

Instructions

  1. Identify data sources, schedules, and dependencies.
  2. Design idempotent tasks with clear ownership and retries.
  3. Implement DAGs with observability and alerting hooks.
  4. Validate in staging and document operational runbooks.

Refer to resources/implementation-playbook.md for detailed patterns, checklists, and templates.

Safety

  • Avoid changing production DAG schedules without approval.
  • Test backfills and retries carefully to prevent data duplication.

Resources

  • resources/implementation-playbook.md for detailed patterns, checklists, and templates.

Limitations

  • Use this skill only when the task clearly matches the scope described above.
  • Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
  • Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

What ships with it: 2 files

30.4 KB alongside SKILL.md

resources/

Keep looking

Skills are one crate of 325,949. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.