airflow SKILL.md skillA
airflow from fmind/dot is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add fmind/dot/airflow@git:20261031.ad68ebdPins git:20261031.ad68ebd in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- fmind/dot
- Path
skills/airflow/SKILL.md- Versions recorded
- 9
- Latest version
- git:20261031.ad68ebd, committed Oct 31, 2026
- First version recorded
- Sep 16, 2026
- Size
- 4,056 bytes
- Repository stars
- 13
- License
- MIT
Develop and test Airflow DAGs with the Astronomer astro CLI.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file 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. Docker mode (the default) needs an existing Docker-compatible engine; run `dot doctor --headroom` before the first image pull or build. `--standalone` runs Airflow on the host without Docker. Workstation tools disable anonymous telemetry (`ASTRO_TELEMETRY_DISABLED=1`). Inspect the project's Airflow version before choosing component flags for `astro dev logs` and `astro dev bash` (`--api-server` and `--dag-processor` for Airflow 3; `--webserver` for Airflow 2). `astro dev bash` opens an interactive shell, so agents run Airflow commands through `astro dev run` instead. ## Workflow 1. **Start local environment**: `--no-browser` keeps the UI from opening. ```bash astro dev start --no-browser ``` 1. **Validate DAG syntax and integrity**: parse DAG files to catch import and configuration errors without waiting for the scheduler. ```bash astro dev parse ``` …
Read the whole file at its exact version.
How to install
mdr add fmind/dot/airflow@sha256:3303e483f635e964The line at the top of this page pins the label git:20261031.ad68ebd, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_o4kibqolpxvlqap2)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 9 versions of this file, between Sep 16, 2026 and Oct 31, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261031.ad68ebd latest | 2026-10-31 | ad68ebd | 4,056 B | A | view · diff |
| git:20261025.37344b2 | 2026-10-25 | 37344b2 | 3,781 B | A | view · diff |
| git:20261007.fbd724a | 2026-10-07 | fbd724a | 3,737 B | A | view · diff |
| git:20261005.e9af7a2 | 2026-10-05 | e9af7a2 | 3,985 B | A | view · diff |
| git:20261004.f03a551 | 2026-10-04 | f03a551 | 3,929 B | A | view · diff |
| git:20261002.4d31436 | 2026-10-02 | 4d31436 | 3,503 B | A | view · diff |
| git:20260926.626254b | 2026-09-26 | 626254b | 3,120 B | A | view · diff |
| git:20260918.abd4a74 | 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 (4056 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 · 13 stars · license MIT · pushed 2026-11-08 · 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/3303e483f635e9644355012c045f24256a1bd35e79a3f35f35ca7704d3ea9d4a
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.