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 · 675 · 0 current installs · 0 all-time installs
⭐ 0
安装量（当前） 0
🛡 VirusTotal ：可疑 · OpenClaw ：可疑
Package：aronchick/expanso-pii-detect
安全扫描（ClawHub）
- VirusTotal ：可疑
- OpenClaw ：可疑
OpenClaw 评估
The skill is coherently a PII-detection pipeline, but there are internal inconsistencies (undeclared credential use and a claimed 'local-only' mode that the pipelines do not implement) and it will send user text to a remote LLM if an OpenAI key is provided — you should review before using on sensitive data.
目的
Name and files match a PII-detection purpose. Using an LLM (OpenAI) for detection is plausible. However the registry metadata claims no required env vars/credentials while README and pipeline files expect an OPENAI_API_KEY (even if marked 'optional') — that's an inconsistent declaration.
说明范围
The pipelines place the entire input text into the LLM prompt (openai_chat_completion), which will transmit user-provided text to OpenAI when an API key is supplied. The README and skill.yaml claim a local 'regex' backend is available, but the provided pipeline definitions always call openai_chat_completion and do not implement a clear regex-only fallback — meaning 'local-only' behavior is not actually enforced by the included pipelines.
安装机制
Instruction-only skill that requires expanso-edge to be installed; no downloads or third-party install URLs are embedded in the skill bundle. This is low install risk.
证书
The skill uses OPENAI_API_KEY (sensitive) in pipeline files but the registry shows 'Required env vars: none' and 'Primary credential: none' — a mismatch. The only notable sensitive credential is the OpenAI key; no unrelated credentials are requested.
持久
The skill is user-invocable only, not always-enabled, and has no install script or self-persistence. It does not request system-wide config or other skills' credentials.
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 pii-detect」。简介：Detect personally identifiable information (PII) in text using Expanso Edge 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-pii-detect/SKILL.md
（来源：yingzhi8.cn 技能库）SKILL.md
# pii-detect
Detect personally identifiable information (PII) in text
## 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/pii-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 |