sjyangkevin commented on code in PR #62059:
URL: https://github.com/apache/airflow/pull/62059#discussion_r2819391905
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.github/skills/airflow-translations/SKILL.md:
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+---
+name: airflow-translations
+description: >
+ Translate, review, and maintain Apache Airflow i18n locale strings in JSON
+ translation files. Use when working with internationalization, localization,
+ or translation tasks in airflow-core/src/airflow/ui/public/i18n/locales/.
+ Covers Airflow terminology conventions and translation guidelines.
+license: Apache-2.0
+---
+
+# Airflow Translations
+
+## Locale-Specific Guidelines
+
+Before translating, you **must** read the locale-specific guideline file for
+the target language. Locale files are located at `locales/<locale-name>.md`
+relative to this skill directory.
+
+Match the translation task to the correct locale file using the table below:
+
+| Locale Code | Language | Guideline File |
+| ----------- | ----------------------- | ------------------------------- |
+| `ar` | Arabic | [locales/ar.md](locales/ar.md) |
+| `ca` | Catalan | [locales/ca.md](locales/ca.md) |
+| `de` | German | [locales/de.md](locales/de.md) |
+| `el` | Greek | [locales/el.md](locales/el.md) |
+| `es` | Spanish | [locales/es.md](locales/es.md) |
+| `fr` | French | [locales/fr.md](locales/fr.md) |
+| `he` | Hebrew | [locales/he.md](locales/he.md) |
+| `hi` | Hindi | [locales/hi.md](locales/hi.md) |
+| `hu` | Hungarian | [locales/hu.md](locales/hu.md) |
+| `it` | Italian | [locales/it.md](locales/it.md) |
+| `ja` | Japanese | [locales/ja.md](locales/ja.md) |
+| `ko` | Korean | [locales/ko.md](locales/ko.md) |
+| `nl` | Dutch | [locales/nl.md](locales/nl.md) |
+| `pl` | Polish | [locales/pl.md](locales/pl.md) |
+| `pt` | Portuguese | [locales/pt.md](locales/pt.md) |
+| `th` | Thai | [locales/th.md](locales/th.md) |
+| `tr` | Turkish | [locales/tr.md](locales/tr.md) |
+| `zh-CN` | Simplified Chinese | [locales/zh-CN.md](locales/zh-CN.md)
|
+| `zh-TW` | Traditional Chinese | [locales/zh-TW.md](locales/zh-TW.md)
|
+
+If the target locale file does not yet exist, follow only the global rules in
this document.
+
+## Translation File Structure
+
+All translation files are JSON files located at:
+
+```
+airflow-core/src/airflow/ui/public/i18n/locales/<locale-name>/
+```
+
+Each locale directory contains namespace JSON files that mirror the English
+locale (`en/`). The English locale is the **default locale** and the primary
+source for all translations. The current namespace files are:
+
+<!-- START namespace-files, please keep comment here to allow auto update -->
+`admin.json`, `assets.json`, `browse.json`, `common.json`, `components.json`,
`dag.json`, `dags.json`, `dashboard.json`, `hitl.json`, `tasks.json`
+<!-- END namespace-files, please keep comment here to allow auto update -->
+
+## Translation Principles
+
+1. **Concise and clear** — Translations are used in UI elements (buttons,
+ labels, tooltips). Keep them short and suitable for constrained UI space.
+2. **Consistent** — Always use the same translated term for the same English
+ term. Refer to the glossary in your locale file.
+3. **Accurate** — Maintain the original meaning and intent.
+4. **Neutral tone** — Language should be polite and neutral.
+5. **Local conventions** — Respect date formats, number formatting, and
+ formal/informal tone as appropriate for the locale.
+
+## Do-Not-Translate Terms
+
+The following terms **must** remain in English across all locales:
+
+| Term | Reason
|
+| ------------------------ |
------------------------------------------------------------- |
+| `Airflow` | Product name
|
+| `Dag` / `Dags` | Airflow convention; always use `Dag`, never `DAG`
|
+| `XCom` / `XComs` | Airflow cross-communication mechanism name
|
Review Comment:
Thanks for catching it. I wonder if it is a good idea to enhance the
instruction to take the rules defined in language-specific instruction with
higher precedence. Basically, if there is rules or translation guide overlaps,
the agent should follow the one in language-specific one.
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