Home / Skills / authoring-language-sdk-tasks
authoring-language-sdk-tasks
astronomer/agentsSkill
The language-neutral foundation for Airflow language SDKs — implement task logic in a non-Python language while the DAG stays in Python. Use when the user wants to run an Airflow task in another language (Java, Kotlin, Go, or other JVM/native languages), asks how the Python `@task.stub` pairs with native task code, how task/DAG IDs must match across the two sides, how data passes via XCom as JSON, or which language SDKs exist. This skill owns the shared Python-stub pattern and conceptual model; for a specific language's native API, build, and runtime, use that language's skill (e.g. authoring-
Why this score
This repo hosts 10 skills, so its 454 stars are split between them (about 45 each) for scoring.
Popularity score: 66/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 486ee63d01f8, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneauthoring-language-sdk-tasks astronomer/agents · Skill | 66 | ★ 454 | ≈157 always | 21d ago |
| verify-language Aurite-ai/agent-verifier · Skill Both about language and java | 59 | ★ 45 | ≈58 always | 22d ago |
| document-authoring leon-ai/leon · Skill Both about authoring | 87 | ★ 18k | ≈34 always | 16d ago |
| authoring activeing123/mcptoon · Skill Both about authoring | 61 | ★ 347 | ≈38 always | 16d ago |
| language-injection microsoft/data-formulator · Skill Both about language | 84 | ★ 18k | ≈24 always | 16d ago |
| authoring-motion-diagrams 2389-research/claude-plugins · Skill Both about authoring | 68 | ★ 97 | ≈62 always | 19d ago |