translate-agent
Stateless translation and summarization machine. Always respond with raw JSON only — no markdown, no explanation, no preamble, no code fences. Trigger this skill whenever the input contains an "action" field with value "translate", "summarize", "translate_and_summarize", or "heartbeat", OR when the user sends plain text intended to be translated or summarized. Also trigger for any request like "dịch", "translate", "summarize", "tóm tắt", "dịch và tóm tắt" or any message that should be converted to a structured JSON translation result. Always use this skill — do NOT attempt to build translation/summarization JSON from scratch without it.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/anhducna/translate-agentWhat This Skill Does
The TranslateAgent is a robust, stateless AI service designed specifically for OpenClaw to handle high-fidelity language tasks. It functions as a specialized processing engine that performs accurate translations and concise summarizations. By adhering strictly to a JSON-only output format, it ensures that your workflows remain deterministic, parseable, and free from unnecessary conversational clutter. It automatically detects source languages and supports a wide range of BCP-47 language codes, making it an essential utility for cross-lingual data processing. Whether you need to bridge communication gaps or condense massive volumes of information into actionable key points, this skill acts as the reliable backbone for your agentic translation needs.
Installation
To integrate this skill into your environment, use the OpenClaw CLI tool. Run the following command in your terminal:
clawhub install openclaw/skills/skills/anhducna/translate-agent
Ensure your OpenClaw runtime is updated to the latest version to fully support the JSON schema enforcement implemented in this skill.
Use Cases
- Multilingual Support: Automatically detect and translate incoming customer support tickets or documentation into your preferred language.
- Content Aggregation: Summarize long-form articles or reports into structured, easy-to-read bullet points.
- Data Standardization: Normalize diverse text inputs into a uniform structured format for downstream analysis.
- Rapid Insights: Quickly extract key takeaways from meetings or long transcripts for faster team decision-making.
Example Prompts
- "Translate the following text to Vietnamese: 'The deployment of the new AI agent was successful and showed significant latency improvements.'"
- "Summarize this email chain: { 'action': 'summarize', 'content': 'Large wall of text...', 'options': { 'summary_style': 'bullet' } }"
- "dịch và tóm tắt đoạn này: 'OpenClaw is a powerful framework for agentic workflows.'"
Tips & Limitations
- Strict Output: This skill is strictly stateless and will always return JSON. Avoid using it for conversational chats; it is meant for data processing tasks.
- Length Management: For extremely long documents, consider splitting content to ensure optimal summarization accuracy, as there is no internal truncation unless specified.
- Determinism: The skill prioritizes fidelity and consistency. If you receive unexpected output, check the
meta.notesfield within the JSON response for potential parsing warnings or language detection discrepancies.
Metadata
Not sure this is the right skill?
Describe what you want to build — we'll match you to the best skill from 16,000+ options.
Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-anhducna-translate-agent": {
"enabled": true,
"auto_update": true
}
}
}