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Install in OpenClaw
/install translate-agent
Description
Stateless translation and summarization machine. Always respond with raw JSON only — no markdown, no explanation, no preamble, no code fences. Trigger this s...
Usage Guidance
This is an instruction-only translation/summarization skill and appears coherent and low-risk: it asks for nothing beyond the agent following its JSON schemas. Before installing, consider that (1) it enforces strict JSON-only outputs which may break workflows expecting natural-language replies, (2) it mandates being triggered for inputs that look like translation requests — test how it interacts with other skills or handlers in your agent, and (3) because it is instruction-only, all translation is performed by whatever model or system the agent already uses (so avoid sending highly sensitive content through it if your agent's model logging or telemetry is a concern). Test with non-sensitive examples (including edge cases like very long texts and unknown BCP-47 codes) to confirm behavior matches your expectations.
Capability Analysis
Type: OpenClaw Skill
Name: translate-agent
Version: 1.0.0
The skill bundle defines a structured translation and summarization utility. The instructions in SKILL.md focus entirely on processing text inputs and returning formatted JSON responses, with no evidence of data exfiltration, malicious execution, or harmful prompt injection.
Capability Assessment
Purpose & Capability
Name and description match the instructions: the SKILL.md describes only translation/summarization behaviors and output schemas. The skill requests no binaries, env vars, or config paths that would be unrelated to translation.
Instruction Scope
All runtime instructions stay within translation/summarization scope (detect input, dispatch by action, validate, produce JSON). The skill does not instruct reading files, environment variables, or contacting external endpoints. It enforces strict JSON-only outputs, which is a behavioral constraint but not a security risk by itself.
Install Mechanism
No install spec and no code files are present (instruction-only). Nothing is written to disk and no external downloads are requested.
Credentials
The skill requires no environment variables, credentials, or config paths. There are no disproportionate secret/credential requests relative to the described functionality.
Persistence & Privilege
always is false and the skill does not request persistent/system-level settings. Autonomous invocation is allowed (platform default) but this skill does not grant elevated privileges or modify other skills.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install translate-agent - After installation, invoke the skill by name or use
/translate-agent - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of TranslateAgent skill.
- Provides stateless translation and summarization with deterministic, raw JSON output only.
- Supports actions: "translate", "summarize", "translate_and_summarize", and "heartbeat".
- Automatically detects input type and language, defaulting to Vietnamese for translation.
- Returns structured JSON responses for each action; robust error handling included.
- Strict meta rules enforce output consistency and schema integrity.
Metadata
Frequently Asked Questions
What is Translate Agent?
Stateless translation and summarization machine. Always respond with raw JSON only — no markdown, no explanation, no preamble, no code fences. Trigger this s... It is an AI Agent Skill for Claude Code / OpenClaw, with 178 downloads so far.
How do I install Translate Agent?
Run "/install translate-agent" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Translate Agent free?
Yes, Translate Agent is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Translate Agent support?
Translate Agent is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Translate Agent?
It is built and maintained by AnhducNA (@anhducna); the current version is v1.0.0.
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