Repository
astronomer/agents agent skills
- skills
- 34
- GitHub stars
- 450
GitHub description: “AI agent tooling for data engineering workflows.”
- Stars
- 450 (69 forks)
- Licence
- Apache-2.0
- Last push
- Oct 2026
- Created
- Jan 2026
- Homepage
- astronomer.io
- agents
- ai
- airflow
- data-engineering
- mcp
- skills
- claude
- cursor
- apache-airflow
- agentic-workflow
- ai-agents
- dag
- data-pipelines
- dbt
- llm
- orchestrator
Install all skills
npx skills add astronomer/agentsAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in astronomer/agents, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Queries the data warehouse with SQL and answers business questions about data. | astronomer/ | 450 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2 | 2.Airflow Queries, manages, and troubleshoots Apache Airflow using the af CLI. | astronomer/ | 450 | 1 repo | ~3.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 3 | Guide for migrating Dagster projects to Apache Airflow 3 on Astro. | astronomer/ | 450 | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 4 | Workflow and best practices for writing Apache Airflow DAGs. | astronomer/ | 450 | 1 repo | ~1.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 5 | Deploys Airflow DAGs and projects. An agent skill from astronomer/agents. | astronomer/ | 450 | 1 repo | ~2.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 6 | Trace downstream data lineage and impact analysis. An agent skill from astronomer/agents. | astronomer/ | 450 | 1 repo | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 7 | Trace upstream data lineage. An agent skill from astronomer/agents. | astronomer/ | 450 | 1 repo | ~1.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 8 | Builds human-in-the-loop (HITL) Airflow workflows - approval gates, form input, and human-driven branching. | astronomer/ | 450 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 9 | Annotate Airflow tasks with data lineage using inlets and outlets. | astronomer/ | 450 | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 10 | Writes Airflow task logic in Go using the Airflow Go SDK. An agent skill from astronomer/agents. | astronomer/ | 450 | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 11 | Writes Airflow task logic in Java, Kotlin, or any JVM language using the Airflow Java SDK. | astronomer/ | 450 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 12 | The language-neutral foundation for Airflow language SDKs — implement task logic in a non-Python language while the DAG stays in Python. | astronomer/ | 450 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 13 | Quick data freshness check. An agent skill from astronomer/agents. | astronomer/ | 450 | — | ~801 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 14 | 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/ | 450 | — | ~2.3k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 15 | Create custom OpenLineage extractors for Airflow operators. An agent skill from astronomer/agents. | astronomer/ | 450 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 16 | 16.Dag Factory Authors Apache Airflow DAGs declaratively from dag-factory YAML configs. | astronomer/ | 450 | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 17 | Comprehensive DAG failure diagnosis and root-cause analysis with structured investigation and prevention recommendations. | astronomer/ | 450 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 18 | Builds, packs, and deploys compiled Airflow Go SDK bundles so the ExecutableCoordinator can run them. | astronomer/ | 450 | — | ~1.8k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 19 | Builds and deploys compiled Airflow Java SDK bundles so workers can run them. | astronomer/ | 450 | — | ~2.8k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 20 | Manage local Airflow environment with Astro CLI (Docker and standalone modes). | astronomer/ | 450 | — | ~2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 21 | Migrates Airflow projects from airflow-ai-sdk to apache-airflow-providers-common-ai 0.4.0+. | astronomer/ | 450 | — | ~4.7k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 22 | Guide for migrating Apache Airflow 2.x projects to Airflow 3.x. | astronomer/ | 450 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 23 | Deep-dive data profiling for a specific table. An agent skill from astronomer/agents. | astronomer/ | 450 | — | ~964 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 24 | Initialize and configure Astro/Airflow projects. An agent skill from astronomer/agents. | astronomer/ | 450 | — | ~802 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 25 | 25.Testing Dags Complex DAG testing workflows with debugging and fixing cycles. | astronomer/ | 450 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 26 | Troubleshoot Astronomer production deployments with Astro CLI. | astronomer/ | 450 | — | ~2.1k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 27 | Initialize warehouse schema discovery. An agent skill from astronomer/agents. | astronomer/ | 450 | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 28 | Airflow adapter pattern for v2/v3 API compatibility. An agent skill from astronomer/agents. | astronomer/ | 450 | — | ~228 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 29 | Builds Airflow 3.1+ plugins that embed FastAPI apps, custom UI pages, React components, middleware, macros, and operator links directly into the Airflow UI. | astronomer/ | 450 | — | ~6k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 30 | Persists task and asset state across retries and DAG runs using Airflow 3.3's AIP-103 key/value stores (taskstatestore, assetstatestore) and the crash-safe ResumableJobMixin. | astronomer/ | 450 | — | ~6.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 31 | 31.Blueprint Define reusable Airflow task group templates with Pydantic validation and compose DAGs from YAML. | astronomer/ | 450 | — | ~8.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 32 | Turns a dbt Core project into an Airflow DAG/TaskGroup using Astronomer Cosmos. | astronomer/ | 450 | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 33 | Drives Astronomer's Otto agent (astro otto) as a delegated sub-agent for Airflow, dbt, and data-engineering work. | astronomer/ | 450 | — | ~3.9k | Automated safety check: Warn | Apache-2.0 | yesterday |
| 34 | Manage Astronomer production deployments with Astro CLI. An agent skill from astronomer/agents. | astronomer/ | 450 | — | ~1.6k | Automated safety check: Warn | Apache-2.0 | yesterday |
Questions, answered from the data.
What is the best skill in astronomer/agents?
Analyzing Data from astronomer/agents ranks first of the 34 skills in astronomer/agents listed here, with the highest score: its repository has 450 GitHub stars, its SKILL.md loads about 1.3k tokens and it passes the automated safety check with no findings. Next come Airflow and Migrating Dagster To Airflow.
Are the skills in astronomer/agents official?
None yet. All 34 skills in astronomer/agents listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from astronomer/agents?
Run npx skills add astronomer/agents in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.