expanso

Data processing pipelines for OpenClaw. Deploy skills from the Expanso marketplace to transform, analyze, and process data locally.

7 stars

byDemerzels-lab

View on GitHub Installation ↓

Best use case

expanso is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Data processing pipelines for OpenClaw. Deploy skills from the Expanso marketplace to transform, analyze, and process data locally.

Teams using expanso should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

You only need a quick one-off answer and do not need a reusable workflow.
You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/expanso-edge/SKILL.md --create-dirs "https://raw.githubusercontent.com/Demerzels-lab/elsamultiskillagent/main/public/skills/aronchick/expanso-edge/SKILL.md"

Manual Installation

Download SKILL.md from GitHub
Place it in .claude/skills/expanso-edge/SKILL.md inside your project
Restart your AI agent — it will auto-discover the skill

How expanso Compares

Feature / Agent	expanso	Standard Approach
Platform Support	Not specified	Limited / Varies
Context Awareness	High	Baseline
Installation Complexity	Unknown	N/A

Frequently Asked Questions

What does this skill do?

Data processing pipelines for OpenClaw. Deploy skills from the Expanso marketplace to transform, analyze, and process data locally.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# 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