The 15 most downloaded OpenClaw skills on ClawHub, opened one by one

ClawHub, the public catalogue of skills for OpenClaw, shows a download count for every skill. OneClickClaw read that count on October 2, 2026, took the 15 highest and opened the record of each. A skill is a folder of plain-text instructions an AI agent reads when a task calls for it. Per ClawHub's own documentation, a download is counted once per person or connection per day, so each figure counts daily downloads over time.

The 15, in download order

1. self-improving agent

What it is: self-improving agent, published by ClawHub user pskoett, has the agent keep notes on its own mistakes and the user's corrections, review them before major tasks and move the lessons into long-term memory.

Why it is popular: It holds 482,184 downloads, the most on ClawHub, plus 3,993 bookmarks and 39 published versions, both the most of the 15. Its text says this edition is built for OpenClaw only.

2. Skill Vetter

What it is: Skill Vetter, published by ClawHub user spclaudehome, is a checklist the agent runs before installing any skill: where it came from, what each file does and warning signs such as data sent to an unknown server.

Why it is popular: Second with 275,377 downloads and 1,301 bookmarks, on ClawHub since January 2026.

3. Self-Improving + Proactive Agent

What it is: Self-Improving + Proactive Agent, published by Iván as ClawHub user ivangdavila, has the agent review its own work after a task and keep the user's corrections in a memory folder.

Why it is popular: Third with 210,535 downloads and 1,288 bookmarks, on ClawHub since February 2026.

4. Github

What it is: Github is published by Peter Steinberger, whom openclaw.ai names as the creator of OpenClaw. It lets the agent read bug reports and proposed changes on GitHub, the site where software projects keep their code.

Why it is popular: It holds 199,758 downloads. A skill of the same name sits in OpenClaw's public code.

5. ontology

What it is: ontology, published by ClawHub user oswalpalash, is an organised memory: people, projects, tasks, events and documents stored as linked records, so the agent can answer what it knows about a person or a project.

Why it is popular: It holds 199,401 downloads and 659 bookmarks, on ClawHub since January 2026.

6. Gog

What it is: Gog, published by Peter Steinberger, connects the agent to Google Workspace, Google's office tools: Gmail, Calendar, Drive, Contacts, Sheets and Docs, after a one-time sign-in.

Why it is popular: It holds 195,671 downloads and 950 bookmarks. Its 36 comments are the second most of the 15. A skill of the same name sits in OpenClaw's public code.

7. SkillScan

What it is: SkillScan, published by ClawHub user tokauthai, checks a skill for danger signs: per its own text it runs whenever a skill is installed and blocks the ones it rates high or critical risk.

Why it is popular: It holds 182,183 downloads and is the youngest of the 15, on ClawHub since April 2026.

8. Proactive Agent

What it is: Proactive Agent, published by ClawHub user halthelobster, makes the agent look ahead: check in on what matters and suggest next steps without being asked, with a record of decisions that survives a trimmed conversation.

Why it is popular: It holds 176,483 downloads and 831 bookmarks.

9. Weather

What it is: Weather, published by Peter Steinberger, gives current conditions and forecasts for a named place from two free weather services, with no account key required per its description.

Why it is popular: It holds 170,706 downloads. A skill of the same name sits in OpenClaw's public code.

10. Multi Search Engine

What it is: Multi Search Engine, published by ClawHub user gpyangyoujun, searches the web through 16 search engines, Google, DuckDuckGo and Brave among them, with no account keys required per its description.

Why it is popular: It holds 162,113 downloads and 763 bookmarks, on ClawHub since February 2026.

11. Agent Browser

What it is: Agent Browser, published by ClawHub user MaTriXy, lets the agent drive a web browser that runs without a visible window: open a page, click, fill in a form. It builds on an open browser tool from Vercel Labs.

Why it is popular: It holds 157,071 downloads and 460 bookmarks.

12. AdMapix

What it is: AdMapix, published by ClawHub user fly0pants, pulls advertising and app market data from the AdMapix service: app rankings, download and revenue figures. It needs an AdMapix account key.

Why it is popular: It holds 133,664 downloads, on ClawHub since March 2026 with 25 published versions, the second most of the 15.

13. Humanizer

What it is: Humanizer, published by ClawHub user biostartechnology, edits a text to remove the tell-tale signs of machine writing, based on Wikipedia's "Signs of AI writing" guide per its own text.

Why it is popular: It holds 131,558 downloads and 713 bookmarks.

14. Nano Pdf

What it is: Nano Pdf, published by Peter Steinberger, changes a page of a PDF file from a plain-language instruction, such as a new title or a fixed typo, through a separate tool of the same name.

Why it is popular: It holds 122,165 downloads. A skill of the same name sits in OpenClaw's public code.

15. Obsidian

What it is: Obsidian, published by Peter Steinberger, works with Obsidian, a note-taking app that keeps notes as plain-text files in a folder: the agent can search, create and move notes.

Why it is popular: It holds 110,690 downloads and 459 bookmarks. A skill of the same name sits in OpenClaw's public code.

What the numbers show

The 15 hold 2,909,559 downloads together, per ClawHub's public record on October 2, 2026. Number 1 has about 4.4 times the downloads of number 15.

Five of them, numbers 4, 6, 9, 14 and 15, come from Peter Steinberger, the creator of OpenClaw, with 798,990 downloads between them. Each has a skill of the same name in OpenClaw's public code, checked the same day.

Four, numbers 1, 3, 5 and 8, concern the agent's own memory and learning. Two, numbers 2 and 7, check other skills before use. Eleven have been on ClawHub since January 2026, two since February, one since March and one since April.

Before installing one

The OpenClaw documentation, read on October 2, 2026, calls ClawHub the public skills registry. A skill installs with one command naming its publisher and the skill, while each skill page shows its latest security scan state before install. It also says to treat third-party skills as untrusted code and read them before enabling them. Several need something extra, stated in their entries: a Google sign-in for number 6, an account key for number 12 and a separate tool for numbers 11 and 14.

A skill works only while the agent runs

The agent reads a skill when a task needs it, so a skill helps only while the agent runs. OneClickClaw hosts OpenClaw and Hermes Agent on a private server that stays on. The Starter plan is EUR 14.99 per month, with a seven-day free trial, at oneclickclaw.io/openclaw.