A powerful integration that enables AI agents to automate translation management and multilingual content localization through Smartling.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install smartling
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 smartling 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 Smartling Integration for AI Agents?
Smartling is a comprehensive translation management system designed to help global businesses localize content across diverse platforms and languages. By leveraging this integration within Openclaw Skills, developers and teams can automate the heavy lifting of translation workflows, from string management to file synchronization. The skill is built on the Membrane framework, which simplifies the developer experience by handling complex authentication flows and credential refreshing in the background.
Using this skill with Openclaw Skills allows your AI agent to interact directly with the Smartling API using natural language intents or structured commands. This ensures that localization projects stay up-to-date without manual intervention, making it an essential tool for any organization operating at a global scale that requires scalable, automated translation logic.
Smartling Integration for AI Agents Use Cases
- Automating the upload of new content files to Smartling for immediate translation.
- Programmatically tracking the progress of localization projects across multiple target languages.
- Fetching and updating specific translation strings within a project repository.
- Integrating localization workflows into CI/CD pipelines to ensure multilingual support for every release.
- Managing user permissions and account-level translation settings through an AI interface.
How Smartling Integration for AI Agents Works
- Initialize the environment by installing the Membrane CLI and logging in with your preferred agent type.
- Create a secure connection to the Smartling platform using a domain-based connection ensure command.
- Poll the connection status until the state is READY, handling any required client actions such as OAuth authentication in the browser.
- Discover available Smartling actions by describing your intent in natural language via the CLI.
- Execute specific actions to manage projects, files, or strings, or use the proxy request feature for custom API interactions.
- Receive structured JSON data back from the Smartling API to be processed by your Openclaw Skills workflow.
Smartling Integration for AI Agents Setup
To get started with this skill, ensure you have the Membrane CLI installed and then authenticate your agent.
# Install the CLI
npm install -g @membranehq/cli@latest
# Login and specify your agent type
membrane login --tenant --clientName=openclaw
# Create a connection to Smartling
membrane connection ensure "https://smartling.com" --json
Follow the provided URL to complete authentication. Once the connection state is READY, you can begin querying actions.
Smartling Integration for AI Agents Data Schema & Taxonomy
The Smartling skill organizes data according to the standard Smartling hierarchy, optimized for Openclaw Skills usage:
| Level | Description |
|---|---|
| Account | Top-level entity managing billing and high-level users. |
| Project | A specific localization container for a website, app, or document set. |
| File | The physical content assets (JSON, XML, etc.) uploaded for translation. |
| String | The individual text units within files that require localization. |
| User | Individual contributors or administrators with specific access scopes. |
Smartling Integration for AI Agents Advanced Features
- Direct API Proxying: Send raw requests to any Smartling endpoint with automatic header injection and credential management.
- Intent-Based Discovery: Use natural language to find the exact action needed for your specific localization task.
- Automated Auth Lifecycle: Openclaw Skills manages all token refreshes server-side, eliminating the need to handle sensitive API keys locally.
- Headless Support: Full support for non-interactive environments through manual authorization code completion.
SKILL.md
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