astro-airflow SKILL.md skillA
astro-airflow from vanducng/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vanducng/skills/astro-airflow@v1.2.0Pins v1.2.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vanducng/skills
- Path
skills/astro-airflow/SKILL.md- Versions recorded
- 6
- Latest version
- v1.2.0, committed Sep 16, 2026
- First version recorded
- Jun 28, 2026
- Size
- 11,591 bytes
- Repository stars
- 8
- License
- MIT
Inspect and debug Airflow on Astronomer (Astro) deployments - DAG runs, task logs, container logs, env vars, and deployment state. Use when the user mentions Astro/Astronomer, asks about DAG runs or task logs on staging/prod, says 'check the deployment', references `astro deployment`, an Astro deployment ID, or a *.astronomer.run URL. Prefers the `af` CLI for DAG-level data and `astro` CLI for platform ops; curl is the fallback. Local astro dev -> vd:managing-astro-local-env. YAML DAG…
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
# astro-airflow Read-only debugging surface for Airflow on Astro. Pair three tools: | Need | Tool | |---|---| | DAG runs, task logs, import errors, health, connections, variables, pools | `af` (Airflow REST wrapper) | | Container logs, deployment inspect, env vars, hibernate/wake | `astro deployment ...` | | Local `astro dev start` / parse / scheduler restart | `vd:managing-astro-local-env` | | Create or edit YAML DAGs | `vd:dag-factory` | | User says "use Otto", long audit, Airflow 2→3 upgrade | `vd:delegating-to-otto` | | Deep RCA after logs are in hand | `vd:debug` then `vd:fix` | | `af` not installed or no remote instance configured | curl against `/api/v2/` (Airflow 3) or `/api/v1/` (Airflow 2) | ## Prerequisites - `astro` CLI ≥ 1.42, logged in (`astro login`; verify with `astro context list`) - `curl` + `jq` - `af` optional but preferred: `uv tool install astro-airflow-mcp` (one-shot: `uvx --from astro-airflow-mcp af`) - A Deployment / Workspace / Organization API token in gopass for curl fallback. Mint via Astro UI → Deployment → Access → API Tokens. Least-privilege: `deployment.get` + `deployment.airflow.*.get`. …
Read the whole file at its exact version.
How to install
mdr add vanducng/skills/astro-airflow@sha256:2181920b970ee951The line at the top of this page pins the label v1.2.0, 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_rvlmbmfiwpko5dms)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Jun 28, 2026 and Sep 16, 2026, about one every 16 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.2.0 latest | 2026-09-16 | e61526e | 11,591 B | A | view · diff |
| v1.2.0 | 2026-09-11 | 9e58ef3 | 10,769 B | A | view · diff |
| v1.2.0 | 2026-08-23 | 4b424dc | 13,195 B | A | view · diff |
| v1.0.0 | 2026-07-24 | 51405ee | 15,673 B | A | view · diff |
| v1.0.0 | 2026-07-10 | 6f1e7cf | 15,713 B | A | view · diff |
| v1.0.0 | 2026-06-28 | 4634313 | 15,743 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 (11591 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
vanducng/skills · 8 stars · license MIT · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rvlmbmfiwpko5dms GET https://markdownregistry.com/api/v1/resolve?ref=vanducng/skills/astro-airflow GET https://markdownregistry.com/api/v1/blob/2181920b970ee951d969bcfeedd0eb0523b78241850bb35d4c9079be7d9ab1f7
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.