[Go to site: main page, start]
Skip to main content
For AI agents: a documentation index is available at https://docs.parallel.ai/llms.txt. The full text of all docs is at https://docs.parallel.ai/llms-full.txt. You may also fetch any page as Markdown by appending .md to its URL or sending Accept: text/markdown.
ClawHub is the public skill registry for OpenClaw, an open-source AI agent that runs locally on your machine. Parallel publishes four official skills on ClawHub that give OpenClaw access to web search, content extraction, deep research, and data enrichment via the Parallel CLI.

​
What are OpenClaw skills?

Skills are installable packages that extend what OpenClaw can do. Each one teaches the agent a new capability — searching the web, reading a URL, running a research report — without you writing any integration code. You install a skill once with the clawhub CLI, and OpenClaw invokes it on its own when a request calls for it. Because OpenClaw runs locally, skills are how it reaches services beyond your machine. The four Parallel skills below cover the web-data side: live search, content extraction, deep research, and bulk enrichment.

​
Installing skills safely

ClawHub is an open registry, so treat skills the way you would any dependency:
  • Check the source before installing. A skill runs with the same permissions as your agent.
  • Bind the gateway to loopback (as shown in Installation) so it isn’t reachable from your network.
  • Prefer skills you can inspect. Each Parallel skill wraps documented Parallel CLI commands, so you can run the same calls yourself to see exactly what it does.
ClawHub does not currently support verified or “official” publisher accounts. The Parallel skills are published under @NormallyGaussian.

​
Available Skills

​
Prerequisites

1

Install the Parallel CLI

Install the Parallel CLI via pipx:
See the CLI docs for uv, Homebrew, npm, and other installation methods.
2

Authenticate

See the CLI docs for other authentication methods.

​
Installation

First, install OpenClaw and ClawHub if you haven’t already:
Then install the Parallel skills:

​
Usage

Once installed, the skills are automatically available to OpenClaw. The agent will invoke them based on your messages:
  • Search — “Search the web for the latest AI funding news”
  • Extract — “Read this URL and summarize it: <paste-url-here>”
  • Deep Research — “Do a thorough investigation of the EV battery market”
  • Enrichment — “Find the CEO and annual revenue for each company in this list”
All skills use the Parallel CLI under the hood and support --json output for structured results.

​
Learn More