A natural language translation layer that helps Chinese-speaking users find and install technical AI agent skills using plain language.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install skill-chinese-localization
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 skill-chinese-localization 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 OpenClaw Chinese Simplified Interpreter?
The Chinese Simplified Interpreter is a specialized utility designed to lower the barrier to entry for the Openclaw ecosystem. It acts as a dimensionality reduction layer, translating highly technical skill names and English documentation from ClawHub into easy-to-understand Chinese descriptions. This ensures that users who are not proficient in English or technical terminology can still fully leverage the power of Openclaw Skills.
By focusing on intent rather than technical syntax, this skill allows users from diverse professional backgrounds—including administration, finance, and marketing—to discover AI capabilities that solve their specific problems without needing to understand the underlying code or infrastructure.
OpenClaw Chinese Simplified Interpreter Use Cases
- Users who prefer searching for tools in Chinese rather than English technical terms.
- Administrative, financial, or marketing staff looking for automation tools without technical training.
- Streamlining the discovery and installation process of Openclaw Skills through intent-based matching.
- Quick onboarding for domestic teams into the ClawHub ecosystem.
How OpenClaw Chinese Simplified Interpreter Works
- The user inputs a request in plain-language Chinese (e.g., 'I need a tool to crawl websites').
- The interpreter analyzes the natural language intent and matches it against the technical metadata in the Openclaw Skills repository.
- The skill returns a simplified Chinese explanation of the best-matching technical tool.
- Upon user confirmation, the interpreter triggers the automatic installation of the corresponding skill from ClawHub.
OpenClaw Chinese Simplified Interpreter Setup
To install the interpreter and start finding Openclaw Skills in Chinese, run the following command in your terminal:
openclaw install chinese-interpreter
Once installed, you can simply ask for tools using natural language.
OpenClaw Chinese Simplified Interpreter Data Schema & Taxonomy
The skill maintains a mapping between technical repositories and human-readable descriptions.
| Attribute | Description |
|---|---|
| Skill Mapping | Cross-references ClawHub technical IDs with Chinese aliases. |
| Intent Engine | Processes natural language to identify core user needs. |
| Update Cycle | Weekly sync with ClawHub to index new Openclaw Skills. |
| Scope | Covers 50+ high-frequency security and productivity skills. |
OpenClaw Chinese Simplified Interpreter Advanced Features
- Multi-role support covering specific workflows for HR, Sales, and Ops.
- Automatic weekly updates that pull and translate the latest trending Openclaw Skills from the global repository.
- Intent-based confirmation prompts to prevent accidental installation of redundant tools.
- Support for complex natural language queries involving multi-step requirements.
SKILL.md
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