attranslate

attranslate: Translation-sync for Agents

attranslate is a CLI-tool for syncing translation files (JSON/YAML/XML) designed to assist Coding Agents in translating efficiently with minimal token-usage. Existing translations remain unchanged; only new strings are synchronized.

As of v3, attranslate is a complete offline-tool; it does not call into any translation-APIs anymore, instead it acts as an efficiency-helper for agents that do the main work.

Preserve Manual Translations

attranslate recognizes that agentic translations are not always perfect. Therefore, whenever you are unhappy with the produced text, attranslate allows you to simply overwrite text in your target-files. attranslate will never overwrite any manual corrections in subsequent runs.

How It Works: Agentic Invocation

To help agents in a token-efficient way, attranslate uses a trick of making itself "double-invoked" by agents. In the first invocation, attranslate will print a list of missing sources and instructions for the agent. Example:

$ attranslate --srcFile=en.json --srcLng=English --format=json --targetFile=es.json --targetLng=Spanish --service=agent
Invoke 'agent' from 'English' to 'Spanish' with 2 inputs...
MISSING TRANSLATIONS:

- key: hello
  source: Hello

- key: bye
  source: Goodbye

INSTRUCTIONS FOR AGENTS:
Translate the missing sources listed above, matching the order.
Replace <translation1>, <translation2>, ... with your actual translated strings and pipe them into attranslate as follows:
echo -e "<translation1>\n<translation2>\n..." | attranslate --srcFile=en.json --srcLng=English --format=json --targetFile=es.json --targetLng=Spanish --service=agent

The agent then naturally follows those instructions to finish the job in a second invocation of attranslate:

$ echo -e "Hola\nAdiós" | attranslate --srcFile=en.json --srcLng=English --format=json --targetFile=es.json --targetLng=Spanish --service=agent
Invoke 'agent' from 'English' to 'Spanish' with 2 inputs...
Add 2 new translations
Write target '/path/to/es.json'

Note: the first (no-pipe) run exits with a non-zero code by design, which can be used in CI/CD to detect missing translations.

Installation

Install globally:

npm install --global attranslate

Or in a Node.js project:

npm install --save-dev attranslate

Prompt Examples

It is recommended to add instructions for invoking attranslate to your agentic instructions (e.g. an agent-skill). For example:

Invoke `attranslate` after adding a new translation to the English en.json:

attranslate --srcFile=translations/en.json --targetFile=translations/es.json --targetLng=Spanish --srcLng=English --format=json --service=agent
attranslate --srcFile=translations/en.json --targetFile=translations/de.json --targetLng=German --srcLng=English --format=json --service=agent

Usage Options

Run attranslate --help to see a list of available options:

Usage: attranslate [options]

Options:
  --srcFile <sourceFile>             The source file to be translated
  --srcLng <sourceLanguage>          The source language
  --targetFile <targetFile>          The target file for the translations
  --targetLng <targetLanguage>       The target language
  --format <format>                  One of "flat-json", "nested-json", "json", "yaml", "po", "xml", "ios-strings", "arb", "csv"
  --service <translationService>     "agent"
  -v, --version                      output the version number
  -h, --help                         display help for command