expanso

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

3,891 stars

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/openclaw/skills/main/skills/aronchick/expanso-edge/SKILL.md"

Manual Installation

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

How expanso Compares

Feature / AgentexpansoStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/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.

Related Guides

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

Related Skills

---

3891
from openclaw/skills

name: article-factory-wechat

Content & Documentation

humanizer

3891
from openclaw/skills

Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.

Content & Documentation

find-skills

3891
from openclaw/skills

Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.

General Utilities

tavily-search

3891
from openclaw/skills

Use Tavily API for real-time web search and content extraction. Use when: user needs real-time web search results, research, or current information from the web. Requires Tavily API key.

Data & Research

baidu-search

3891
from openclaw/skills

Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.

Data & Research

agent-autonomy-kit

3891
from openclaw/skills

Stop waiting for prompts. Keep working.

Workflow & Productivity

Meeting Prep

3891
from openclaw/skills

Never walk into a meeting unprepared again. Your agent researches all attendees before calendar events—pulling LinkedIn profiles, recent company news, mutual connections, and conversation starters. Generates a briefing doc with talking points, icebreakers, and context so you show up informed and confident. Triggered automatically before meetings or on-demand. Configure research depth, advance timing, and output format. Walking into meetings blind is amateur hour—missed connections, generic small talk, zero leverage. Use when setting up meeting intelligence, researching specific attendees, generating pre-meeting briefs, or automating your prep workflow.

Workflow & Productivity

self-improvement

3891
from openclaw/skills

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.

Agent Intelligence & Learning

botlearn-healthcheck

3891
from openclaw/skills

botlearn-healthcheck — BotLearn autonomous health inspector for OpenClaw instances across 5 domains (hardware, config, security, skills, autonomy); triggers on system check, health report, diagnostics, or scheduled heartbeat inspection.

DevOps & Infrastructure

linkedin-cli

3891
from openclaw/skills

A bird-like LinkedIn CLI for searching profiles, checking messages, and summarizing your feed using session cookies.

Content & Documentation

notebooklm

3891
from openclaw/skills

Google NotebookLM 非官方 Python API 的 OpenClaw Skill。支持内容生成(播客、视频、幻灯片、测验、思维导图等)、文档管理和研究自动化。当用户需要使用 NotebookLM 生成音频概述、视频、学习材料或管理知识库时触发。

Data & Research

小红书长图文发布 Skill

3891
from openclaw/skills

## 概述

Content & Documentation