A cost-effective translation skill powered by the Google Cloud engine, enabling AI agents to translate and detect 195 languages with zero-config setup.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install google-cloud-translate-pro
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install google-cloud-translate-pro using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Google Cloud Translate Pro?
Google Cloud Translate Pro is a professional-grade translation utility designed for developers and AI agents within the Openclaw Skills ecosystem. It provides a drop-in replacement for the Google Translate API at a fraction of the cost, utilizing the same high-quality engine used by Google Translate. This skill is optimized for high-volume text processing, offering features like automatic language detection and bulk translation capabilities.
By integrating this skill, developers can empower their AI agents to communicate globally, process multilingual datasets, and identify source languages with high confidence. It simplifies the complexities of global communication for Openclaw Skills by providing a unified, high-performance interface for all 195 Google-supported languages.
Google Cloud Translate Pro Use Cases
- Building multilingual communication interfaces for autonomous AI agents.
- Translating large batches of documentation or user-generated content in a single request.
- Identifying the language of unknown text strings to route tasks to specific agents.
- Localizing agent responses dynamically based on user preferences or regional requirements.
- Creating cost-effective alternatives to native Google Cloud Translation API implementations.
How Google Cloud Translate Pro Works
- The user registers for an API key via a simple curl command to initialize their translation credits.
- The developer sets the API key as an environment variable, allowing the Openclaw Skills scripts to authenticate requests.
- When a translation is requested, the skill sends the text to a high-performance endpoint that interfaces with the Google Cloud Translation engine.
- For language detection, the service analyzes the linguistic patterns of the input and returns the identified ISO code with a confidence score.
- The skill processes the response and returns a structured JSON object containing the translated text, which can then be used by the agent for further processing.
Google Cloud Translate Pro Setup
To start using this translation feature within Openclaw Skills, first generate your API key:
curl -X POST https://api.socketsio.com/auth/signup \
-H "Content-Type: application/json" \
-d '{"email":"[email protected]","password":"yourpassword"}'
Set your environment variable to authenticate your requests:
export SOCKETSIO_API_KEY=tr-your-key-here
Integration into your workflows is handled via the included Python script:
python3 scripts/translate.py "Hello world" --target zh
Google Cloud Translate Pro Data Schema & Taxonomy
The skill utilizes a structured JSON format for all inputs and outputs to ensure compatibility across Openclaw Skills workflows.
| Property | Type | Description |
|---|---|---|
q |
String/Array | The source text(s) to be translated or detected. |
target |
String | The ISO-639-1 code of the target language (e.g., 'es', 'fr', 'ja'). |
translatedText |
String | The resulting output from the translation engine. |
detectedSourceLanguage |
String | The identified language of the source text. |
confidence |
Float | The engine's certainty score for language detection. |
Google Cloud Translate Pro Advanced Features
- Drop-in API compatibility with Google Translate v2, requiring only a base URL change for existing apps.
- Support for bulk translation of up to 128 distinct strings in a single network call.
- Zero-config integration for AI coding agents via standardized scripts.
- Access to 195 languages including rare and low-resource dialects often missing in smaller models.
- Significant cost reduction for high-throughput Openclaw Skills compared to native cloud provider pricing.
SKILL.md
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