Apache Airflow agent skills for Claude Code, Codex and other agents.

Provides guidance for migrating Apache Airflow DAGs in Managed Service for Apache Airflow (MSAA; formerly Cloud Composer).

google/skills

Provides guidance for authoring Apache Airflow DAGs in Managed Service for Apache Airflow (MSAA; formerly Cloud Composer).

google/skills

Provides guidance for troubleshooting Apache Airflow DAGs (failed DAG runs and task instances) in Managed Service for Apache Airflow (MSAA; formerly Cloud Composer).

google/skills

Run the PAIDF Orchestration Event Video Generation DAG on Kubernetes - image-to-video anomaly generation, auto-labeling, and anomaly dataset generation.

NVIDIA/skills

Run the PAIDF Orchestration Image Attribute Augmentation DAG on Kubernetes - person-crop clothing augmentation, attribute search, and augmented dataset generation.

NVIDIA/skills

Tests Amazon MWAA workflow execution end-to-end: trigger a run and monitor it to completion for Provisioned (Python DAG, via Airflow REST API) and Serverless (YAML workflow, via StartWorkflowRun).

aws/agent-toolkit-for-aws

Upgrades an MWAA environment to a newer Airflow version — within 2.x, within 3.x, or across the 2.x-to-3.x boundary.

aws/agent-toolkit-for-aws

A skill your agent uses when a user describes a custom PAIDF Orchestration pipeline — a specific ordered combination of stages such as augmentation only, auto-labeling only, detection+captioning…

NVIDIA/skills

Authors and deploys MWAA workflow artifacts: Python Airflow DAGs for provisioned environments or YAML workflow files for Serverless.

aws/agent-toolkit-for-aws

Audit, prepare, and deploy PAIDF Orchestration on a Kubernetes GPU cluster - single-GPU H100/L40S hosts, managed Kubernetes, kubeadm, and similar.

NVIDIA/skills

Designs ML pipeline infrastructure: experiment tracking with MLflow or Weights & Biases, Kubeflow and Airflow orchestration, Feast feature stores and model validation gates.

Jeffallan/claude-skills

Before committing, work out which Whirl examples need a CI run to verify changes still work, then run them after confirming with the user.

godatadriven/whirl

A skill your agent uses when writing, editing, reviewing, or running Helm chart tests for the Astronomer airflow-chart repository.

astronomer/airflow-chart

Queries, manages, and troubleshoots Apache Airflow using the af CLI.

astronomer/agents

Guide for migrating Dagster projects to Apache Airflow 3 on Astro.

astronomer/agents

Create a new Whirl environment in the envs/ directory. An agent skill from godatadriven/whirl.

godatadriven/whirl

Workflow and best practices for writing Apache Airflow DAGs.

astronomer/agents

A skill your agent uses when writing, editing, reviewing, or running functional (end-to-end) tests for the Astronomer airflow-chart repository.

astronomer/airflow-chart

Create a new Whirl example project in the examples/ directory.

godatadriven/whirl

Deploys Airflow DAGs and projects. An agent skill from astronomer/agents.

astronomer/agents

World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, real-time streaming, and data infrastructure.

benchflow-ai/skillsbench

Guides an agent through designing an MLOps pipeline that covers data preparation, training, validation and deployment, with DAG orchestration and reference guides.

wshobson/agents

Expert Django Celery guidance for asynchronous task processing.

vintasoftware/django-ai-plugins

Bump the Airflow or Python version across all project files.

godatadriven/whirl

A skill your agent uses for Helm chart work - creating charts, modifying existing charts, values design, testing.

astronomer/airflow-chart

Patterns for writing production-ready Apache Airflow DAGs: task dependencies, custom operators and sensors, local testing, and rules for what to avoid.

wshobson/agents

A skill your agent uses for Helm chart work - creating charts, modifying existing charts, values design, testing.

astronomer/astronomer

Data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure.

alirezarezvani/claude-skills

Build scalable data pipelines, modern data warehouses, and real-time streaming architectures.

davila7/claude-code-templates

Builds human-in-the-loop (HITL) Airflow workflows - approval gates, form input, and human-driven branching.

astronomer/agents

World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure.

davila7/claude-code-templates

Data pipelines, feature stores, and embedding generation for AI/ML systems.

ancoleman/ai-design-components

Annotate Airflow tasks with data lineage using inlets and outlets.

astronomer/agents

Data pipeline expert for ETL, Apache Spark, Airflow, dbt, and data quality

RightNow-AI/openfang

Writes Airflow task logic in Go using the Airflow Go SDK. An agent skill from astronomer/agents.

astronomer/agents

Strategic guidance for operationalizing machine learning models from experimentation to production.

ancoleman/ai-design-components

Writes Airflow task logic in Java, Kotlin, or any JVM language using the Airflow Java SDK.

astronomer/agents

Transform raw data into analytical assets using ETL/ELT patterns, SQL (dbt), Python (pandas/polars/PySpark), and orchestration (Airflow).

ancoleman/ai-design-components

Orchestrate AI/ML pipelines for data ingestion, model training, batch inference, and RAG indexing using Prefect, Airflow, or Dagster.

sickn33/agentic-awesome-skills

The language-neutral foundation for Airflow language SDKs — implement task logic in a non-Python language while the DAG stays in Python.

astronomer/agents

Quick data freshness check. An agent skill from astronomer/agents.

astronomer/agents

Configures Airflow to run language SDK tasks (Java, Go, and future native SDKs) — register a coordinator, map a queue to it, ensure the runtime/artifact on workers, and tune coordinator options.

astronomer/agents

Create custom OpenLineage extractors for Airflow operators. An agent skill from astronomer/agents.

astronomer/agents

Authors Apache Airflow DAGs declaratively from dag-factory YAML configs.

astronomer/agents

Comprehensive DAG failure diagnosis and root-cause analysis with structured investigation and prevention recommendations.

astronomer/agents

Builds, packs, and deploys compiled Airflow Go SDK bundles so the ExecutableCoordinator can run them.

astronomer/agents

Builds and deploys compiled Airflow Java SDK bundles so workers can run them.

astronomer/agents

Manage local Airflow environment with Astro CLI (Docker and standalone modes).

astronomer/agents