Name: expanso
Author: Expanso

据 AlphaMoat 统计,截至 2026-09,expanso 累计下载 3,317 次、获 0 个星标,在全部 5,078 个 AI 技能中排名第 3,408 位,在「数据分析」分类(399 个)中排名第 255 位。

累计安装

105

累计下载

3,317

星标

全站排名

#3,408

全站前 68% · 「数据分析」前 64%

平台	累计安装	累计下载	星标	评论
ClawHub ↗	105	3,317	-	-
SkillHub ↗	105	3,301	-	—

各平台的计数口径不同,统计时间不一致。

这个技能是做什么的

文档说明由 Expanso Cloud 协调部署到 Edge 节点，并列出创建云端组织、安装运行组件、配置 bootstrap URL/token 和发布管线等步骤。数据处理在本地 Edge 执行，但部署依赖云端控制面与凭据；不可据此断言所有数据或元数据都不会离开设备。审查远程安装脚本，优先使用已验证固定版本的包，并保护 bootstrap 令牌。

资料发布于 2026-10-29

可以用来做什么

了解本地 Edge 与云端协调的工作方式。
部署文档列出的文本、图像、音频或数据转换管线。
检查连接 Edge 所需的环境变量和令牌配置。

什么时候用

希望在本地 Edge 上运行数据处理管线时。
准备部署前，需确认云端账户、Edge 凭据和数据处理边界时。

示例提示词

以下是根据技能文档生成的示例,不代表实际运行结果。

概述将一个数据管线部署到本地 Expanso Edge 所需的步骤。

根据文档说明哪些部分在本地运行、哪些需要云端协调，并列出待确认的数据边界。

月度数据趋势

累计下载3,317

星标-

2026-09 起统计方法调整:同名技能按作者分别统计,并覆盖全部技能。图中虚线为调整前的月份,与之后的数据不直接比较,也不计算跨越调整的增长。

月份	累计下载	环比	星标
2026-09	3,317	—	-
2026-08	3,202	+4.6%	-
2026-07	3,062	+9.8%	-
2026-06	2,789	+5.8%	-
2026-05	2,635	—	-
2026-03	2,036	—	-

SKILL.md 原文

以下是作者发布的原始文件,按纯文本显示,本站未做修改或审核;其中的链接不可点击,命令请核实后再运行。抓取于 2026-10-23。

4.2 KB · ClawHub v1.0.2

---
name: expanso
description: Data processing pipelines for OpenClaw. Deploy skills from the Expanso marketplace to transform, analyze, and process data locally.
homepage: https://skills.expanso.io
emoji: "⚡"
metadata:
  clawdis:
    always: false
    primaryEnv: EXPANSO_EDGE_BOOTSTRAP_TOKEN
    requires:

展开全部(共 123 行)

      bins:
        - curl
      env:
        - EXPANSO_EDGE_BOOTSTRAP_URL
        - EXPANSO_EDGE_BOOTSTRAP_TOKEN
    install:
      - curl -fsSL https://get.expanso.io/edge/install.sh | bash
      - curl -fsSL https://get.expanso.io/cli/install.sh | sh
    config:
      requiredEnv:
        - name: EXPANSO_EDGE_BOOTSTRAP_URL
          description: Bootstrap URL from Expanso Cloud (e.g., https://start.cloud.expanso.io)
        - name: EXPANSO_EDGE_BOOTSTRAP_TOKEN
          description: Bootstrap token from Expanso Cloud Settings → Edge Nodes
---

# Expanso Skills for OpenClaw

Deploy data processing pipelines to your local Expanso Edge. Skills run locally, keeping credentials secure and enabling offline operation.

## What is Expanso?

- **Expanso Edge** — Local runtime that executes pipelines on your machine
- **Expanso Cloud** — Orchestrates and deploys pipelines to your Edge nodes
- **Expanso Skills** — Pre-built pipelines for common data tasks

## Setup

### 1. Create an Expanso Cloud account

1. Go to [cloud.expanso.io](https://cloud.expanso.io) and sign up
2. Create a new organization (or use an existing one)
3. Note your **Cloud Endpoint URL** (e.g., `https://abc123.us1.cloud.expanso.io`)

### 2. Install the tools

```bash
# Install Expanso Edge (local runtime)
curl -fsSL https://get.expanso.io/edge/install.sh | bash

# Install Expanso CLI (deploy to cloud)
curl -fsSL https://get.expanso.io/cli/install.sh | sh
```

### 3. Get a Bootstrap Token

1. In Expanso Cloud, go to **Settings → Edge Nodes**
2. Click **"Add Edge Node"**
3. Copy the **Bootstrap URL** and **Bootstrap Token**

### 4. Connect your Edge to the Cloud

```bash
# Set the bootstrap URL and token from Expanso Cloud
export EXPANSO_EDGE_BOOTSTRAP_URL="https://start.cloud.expanso.io"
export EXPANSO_EDGE_BOOTSTRAP_TOKEN="your-token-from-cloud"

# Start Edge (it will register automatically)
expanso-edge
```

This connects your local Edge node to your Expanso Cloud organization. Your Edge will now receive pipeline deployments from the cloud.

### 5. Deploy a skill

```bash
# Browse skills at https://skills.expanso.io
# Then deploy one:
expanso-cli job deploy https://skills.expanso.io/text-summarize/pipeline-cli.yaml
```

The pipeline will be deployed through Expanso Cloud to your local Edge node.

## Available Skills

Browse 172+ skills at **[skills.expanso.io](https://skills.expanso.io)**:

| Category | Examples |
|----------|----------|
| **AI** | text-summarize, image-describe, audio-transcribe |
| **Security** | pii-redact, secrets-scan, hash-digest |
| **Transforms** | json-pretty, csv-to-json, array-filter |
| **Utilities** | uuid-generate, email-validate, mime-type |

## Example: PII Redaction

Ask OpenClaw to redact sensitive data:

> "Redact the PII from this customer feedback"

OpenClaw will use the `pii-redact` skill running on your local Expanso Edge to process the data — your API keys and data never leave your machine.

## How It Works

```
┌─────────────┐     ┌───────────────┐     ┌──────────────┐
│  OpenClaw   │────▶│ Expanso Edge  │────▶│ Your Data    │
│  (asks)     │     │ (processes)   │     │ (stays local)│
└─────────────┘     └───────────────┘     └──────────────┘
                           │
                    ┌──────┴──────┐
                    │Expanso Cloud│
                    │(orchestrates)│
                    └─────────────┘
```

## Resources

- [Skills Marketplace](https://skills.expanso.io) — Browse and deploy skills
- [Expanso Cloud](https://cloud.expanso.io) — Manage your Edge nodes
- [Documentation](https://docs.expanso.io) — Full guides and API reference
- [GitHub](https://github.com/expanso-io/expanso-skills) — Skill source code