airflow skillA
airflow is agent-read markdown (skill) from fmind/dot: Develop and test Apache Airflow DAGs with the Astronomer astro CLI..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# Apache Airflow with Astronomer CLI Use `astro` for local Apache Airflow development, DAG authoring, task testing, and debugging. [python-stack](../python-stack/SKILL.md) owns Python package conventions and [docker](../docker/SKILL.md) manages container runtimes. Local runs need an existing Docker-compatible engine and 20 GiB disk headroom; workstation tools disable anonymous telemetry (`ASTRO_TELEMETRY_DISABLED=1`). Inspect the project's Airflow version before choosing service flags (`--api-server` for Airflow 3; `--webserver` for Airflow 2). ## Workflow 1. **Inspect project layout**: confirm existing `dags/`, `Dockerfile`, `requirements.txt`, and `airflow_settings.yaml`. ```bash ls -la dags/ ``` 1. **Start local environment**: spin up local scheduler, webserver, triggerer, and PostgreSQL database. ```bash astro dev start ``` 1. **Validate DAG syntax and integrity**: parse DAG files to catch import and configuration errors without waiting for the scheduler. ```bash astro dev parse ``` 1. **Test tasks and runs**: execute unit tests or run individual tasks directly inside the local environment. ```bash astro dev pytest …
Read the whole file at its exact version.
How to install
mdr add fmind/dot/airflow@git:20260918.abd4a74mdr add fmind/dot/airflow@sha256:73a247bd58f9ff12Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_o4kibqolpxvlqap2)
1 badge views in 30 days
Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260918.abd4a74 latest | 2026-09-18 | abd4a74 | 2,962 B | A | view · diff |
| git:20260916.bf6037d | 2026-09-16 | bf6037d | 3,049 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2962 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
fmind/dot · 9 stars · license MIT · pushed 2026-09-24 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_o4kibqolpxvlqap2 GET https://markdownregistry.com/api/v1/resolve?ref=fmind/dot/airflow GET https://markdownregistry.com/api/v1/blob/73a247bd58f9ff12a563b65a7f46257beee8ae05b4b5d4ef3ee11dac661c9bb3
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