技能详情（站内镜像，无评论）
作者：Expanso @aronchick
许可证：MIT-0
MIT-0 ·免费使用、修改和重新分发。无需归因。
版本：v1.0.0
统计：⭐ 0 · 659 · 1 current installs · 1 all-time installs
⭐ 0
安装量（当前） 1
🛡 VirusTotal ：可疑 · OpenClaw ：良性
Package：aronchick/expanso-language-detect
安全扫描（ClawHub）
- VirusTotal ：可疑
- OpenClaw ：良性
OpenClaw 评估
This is an instruction-only Expanso pipeline for language detection that generally matches its stated purpose, but there are a few packaging/information inconsistencies you should be aware of before installing.
目的
The skill's files (pipeline-cli.yaml, pipeline-mcp.yaml, skill.yaml, README) all implement language detection via OpenAI and Expanso; that is coherent with the skill name. However, the registry metadata reported no required binaries or env vars while the SKILL.md and pipelines explicitly require the expanso-edge binary and reference OPENAI_API_KEY. This mismatch is a packaging/documentation inconsistency.
说明范围
Runtime instructions are limited to running Expanso pipelines (CLI or MCP) and deploying to Expanso Cloud. The MCP pipeline runs an HTTP server (0.0.0.0:${PORT:-8080}) exposing POST /detect, which is expected for a service pipeline but important to note because it binds to all interfaces. The pipelines only send provided text to OpenAI for completion and expect a JSON response — they do not attempt to read unrelated files, system state, or oth…
安装机制
There is no install spec and no code files (instruction-only), so nothing is downloaded or written to disk beyond the user's invocation of expanso-edge. This is the lowest-risk install pattern.
证书
The pipelines require OPENAI_API_KEY (used directly in openai_chat_completion). The top-level registry metadata lists no required env vars and skill.yaml marks OPENAI_API_KEY as optional (required: false). That mismatch could confuse users — in practice you need an OpenAI key to run the pipelines. No other unrelated secrets are requested.
持久
The skill does not request always:true, does not modify other skills or system settings, and is user-invocable. It can run an HTTP server when started (expected for MCP), but otherwise requests no persistent privileges.
综合结论
What to check before installing: - You must have expanso-edge installed and on PATH; the SKILL.md requires this even though the registry metadata omitted it. Install via the expanso/ClawHub instructions in the README if you plan to run pipelines locally. - The pipelines use OpenAI (gpt-4o-mini) and require OPENAI_API_KEY; set a key before running. skill.yaml marks the key optional but the pipeline will not work without it — treat this as a pac…
安装（复制给龙虾 AI）
将下方整段复制到龙虾中文库对话中，由龙虾按 SKILL.md 完成安装。
请把本段交给龙虾中文库（龙虾 AI）执行：为本机安装 OpenClaw 技能「Expanso language-detect」。简介：Detect the language of input text using AI with Expanso Edge via CLI or MCP pip…。
请 fetch 以下地址读取 SKILL.md 并按文档完成安装：https://raw.githubusercontent.com/openclaw/skills/refs/heads/main/skills/aronchick/expanso-language-detect/SKILL.md
（来源：yingzhi8.cn 技能库）SKILL.md
# language-detect
Detect the language of text using AI
## Requirements
- Expanso Edge installed (`expanso-edge` binary in PATH)
- Install via: `clawhub install expanso-edge`
## Usage
### CLI Pipeline
```bash
# Run standalone
echo '<input>' | expanso-edge run pipeline-cli.yaml
```
### MCP Pipeline
```bash
# Start as MCP server
expanso-edge run pipeline-mcp.yaml
```
### Deploy to Expanso Cloud
```bash
expanso-cli job deploy https://skills.expanso.io/language-detect/pipeline-cli.yaml
```
## Files
| File | Purpose |
|------|---------|
| `skill.yaml` | Skill metadata (inputs, outputs, credentials) |
| `pipeline-cli.yaml` | Standalone CLI pipeline |
| `pipeline-mcp.yaml` | MCP server pipeline |