Apache Airflow is a platform for defining, scheduling, and monitoring workflows as code, with a scheduler assigning dependent tasks to workers. Teams use it to orchestrate automated data and software pipelines and inspect their progress through a user interface. Its catalogue skills and instructions help agents work with Airflow.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/apache/airflow/airflow-translationsnpx skills add apache/airflow --skill airflow-translationsgit clone --depth 1 https://github.com/apache/airflowWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/apache/airflow/airflow-translations)<a href="https://agentmods.dev/skills/apache/airflow/airflow-translations"><img src="https://agentmods.dev/badge/skills/apache/airflow/airflow-translations.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00060 | $0.02205 |
| Opus 5 | $0.00030 | $0.01103 |
| Sonnet 5 | $0.00012 | $0.00441 |
| Haiku 4.5 | $0.00006 | $0.00220 |
Grade A, and why
airflow-translations scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 251 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Airflow Translations
Determining the Task
Translation work falls into one of two categories depending on whether the
target locale already exists. Check if a directory for the locale exists under
airflow-core/src/airflow/ui/public/i18n/locales/<locale>/. If it does, skip
ahead to Updating an Existing Translation. If not, start with Adding a Translation below.
Adding a Translation
When adding a translation, some configuration files need to be updated before translation work can begin.
Setting up the locale
First, create the locale directory:
mkdir -p airflow-core/src/airflow/ui/public/i18n/locales/<locale>/
Then update the following configuration files, keeping the existing alphabetical ordering in each file:
airflow-core/src/airflow/ui/src/i18n/config.ts: add the locale to the
supportedLanguages array:
{ code: "<locale>", name: "<native name>" },
dev/breeze/src/airflow_breeze/commands/ui_commands.py: add the plural
suffixes for the language to the PLURAL_SUFFIXES dict. Check the i18next
plural rules for the language at https://jsfiddle.net/6bpxsgd4 to determine
which suffixes are needed:
"<locale>": ["<suffixes>"],
.github/boring-cyborg.yml: under labelPRBasedOnFilePath, add:
translation:<locale>:
- airflow-core/src/airflow/ui/public/i18n/locales/<locale>/*
Scaffolding the translation files
Once the configuration is in place, run the breeze command to copy every
English namespace file into the new locale directory. This populates each key
with a TODO: translate: stub:
breeze ui check-translation-completeness --language <locale> --add-missing
The generated files will look like this:
{
"allRuns": "TODO: translate: All Runs",
"blockingDeps": {
"dependency": "TODO: translate: Dependency",
"reason": "TODO: translate: Reason"
}
}
What ships with it
19 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- locales/ar.md 6.4 KB
- locales/ca.md 8.8 KB
- locales/de.md 15 KB
- locales/el.md 12 KB
- locales/es.md 12 KB
- locales/fr.md 7.8 KB
- locales/he.md 9.7 KB
- locales/hi.md 2.2 KB
- locales/hu.md 8.8 KB
- locales/it.md 354 B
- locales/ja.md 2.8 KB
- locales/ko.md 4.2 KB
- locales/nl.md 6.3 KB
- locales/pl.md 4.7 KB
- locales/pt.md 2.7 KB
- locales/th.md 11 KB
- locales/tr.md 11 KB
- locales/zh-CN.md 3.4 KB
- locales/zh-TW.md 3.9 KB
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 6d ago First seen · 251 lines · 60 tokens per session scan A b2685faf4375
airflow-translations is a skill published in the GitHub repository apache/airflow (46,748 stars, last pushed today), licensed Apache-2.0. It adds 60 tokens to every session and 2,205 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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