Expanso

expanso

Data Analysisv1.0.2
By ExpansoUpdated 2026-05-173 versions · latest released 2026-02-03expanso-edge@clawhub_aronchick/expanso-edge
Data CleaningReport GenerationData Insights#Data Processing#Deploy

According to AlphaMoat, as of 2026-09, expanso has 3,317 downloads and 0 stars — ranked #3,408 of 5,078 AI skills overall, and #255 of 399 in Data Analysis.

Installs
105
Downloads
3.3K
Stars
-
Overall Rank
#3,408
Top 68% overall · Top 64% in Data Analysis
PlatformInstallsDownloadsStarsComments
ClawHub ↗1053.3K--
SkillHub ↗1053.3K-—

Platforms count differently and update at different times.

What this skill does

It describes Expanso Cloud coordinating deployments to Edge nodes and lists creating a cloud organization, installing the runtime tools, configuring a bootstrap URL and token, and deploying a pipeline. Processing runs on the local Edge, but deployment depends on a cloud control plane and credentials; this does not establish that all data or metadata stays on the device. Review the remote installer, prefer verified pinned packages, and protect the bootstrap token.

Profile published 2026-10-29

What you can do with it

  • Understand how local Edge execution and cloud orchestration work together.
  • Deploy a documented text, image, audio, or data-transformation pipeline.
  • Review environment variables and token setup needed to connect an Edge node.

When to use it

  • When you want to run a data-processing pipeline on a local Edge node.
  • Before deployment, when confirming cloud-account, Edge-credential, and data-flow boundaries.

Example prompts

Generated from the skill’s documentation as examples; not results of actual runs.

Outline the steps for deploying a data pipeline to a local Expanso Edge.
Using the guide, distinguish what runs locally from what requires cloud orchestration and list data-flow questions to confirm.

Monthly Trend

Downloads3.3K
1.9K2.7K3.4K2026-03 · Downloads 2.0K2026-05 · Downloads 2.6K2026-06 · Downloads 2.8K2026-07 · Downloads 3.1K2026-08 · Downloads 3.2K2026-09 · Downloads 3.3K26-0326-09
Stars-
0112026-03 · Stars -2026-05 · Stars -2026-06 · Stars -2026-07 · Stars -2026-08 · Stars -2026-09 · Stars -26-0326-09

The counting method changed in 2026-09: skills with the same name are now counted separately by author, and the full catalog is covered. Dashed lines show months before the change; they are not compared with later months, and no growth is computed across the change.

MonthDownloadsMoMStars
2026-093.3K—-
2026-083.2K+4.6%-
2026-073.1K+9.8%-
2026-062.8K+5.8%-
2026-052.6K—-
2026-032.0K—-

SKILL.md (original)

The author’s original file, shown as plain text without edits or review by AlphaMoat. Links are not clickable; check commands before running them. Fetched 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:
Show all (123 lines)
      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

Popular in Data Analysis

Data month: 2026-09 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.