Best OpenClaw Skills (2026)
The best OpenClaw skills, chosen from what developers and reviewers who run the agent say they keep installed, then checked against each skill's source and its ClawHub security audit.
Gog
One skill covers Gmail, Calendar, Drive, Docs, Sheets and Contacts through the gog command-line tool, and it turns up on nearly every list, from Travis Media to KDnuggets' Abid Ali Awan. It ships with OpenClaw, so you only add the CLI and a Google OAuth client. The catch is how much it can do: Faberlens testers found it teaches the agent to bulk-delete mail without teaching it when to stop, so require confirmation before it sends or deletes.
- Install
- Bundled; add the CLI: brew install openclaw/tap/gogcli
- Maintainer
- OpenClaw (published by Peter Steinberger, steipete)
- Popularity
- 196,584 ClawHub downloads; 953 stars
- License
- MIT (OpenClaw repository)
- Needs
- gog CLI and a Google OAuth client (client_secret.json)
- ClawHub audit
- Pass (ClawHub copy, September 10, 2026)
GitHub
Wraps the gh command-line tool so the agent can triage issues, review pull requests and read CI logs from chat. Rost Glukhov, who installed 18 skills to compare them, calls it the kind the ecosystem needs more of: boring, direct and tied to a tool developers already know. It is bundled with OpenClaw. It acts through your signed-in gh session, so look at any command that changes a repository before you let it run.
self-improving agent
The most downloaded skill on ClawHub. It writes failures and your corrections to a .learnings folder and reads them back before similar work; Monica's agent stopped reaching for a deprecated Python library after one correction. Since it took off, OpenClaw has added self-learning of its own, switched on by default, so see whether that is enough before adding this. The optional hook scans each finished session's transcript for errors.
- Install
- openclaw skills install @pskoett/self-improving-agent
- Maintainer
- pskoett
- Popularity
- 484,149 ClawHub downloads; 3,997 stars
- License
- MIT-0
- Needs
- Nothing extra; the session-end error hook is optional
- ClawHub audit
- Pass (October 4, 2026)
Summarize
Give it a URL, a PDF, a podcast or a YouTube link and it returns the gist, working from captions or a transcript when one exists. Travis Media uses it for research and for deciding whether a video is worth watching. It is bundled with OpenClaw and its maintainer has not published it on ClawHub, so the registry entries called Summarize come from other people. The CLI needs a model API key of its own.
wacli
Lets the agent message other people on WhatsApp and sync or search your chat history. It is not for talking to your own agent on WhatsApp; OpenClaw's WhatsApp channel already does that. Dubibubi notes that many people only let it send messages to themselves. The skill now ships inside OpenClaw's WhatsApp plugin, so clawhub install wacli from older guides no longer finds it. It speaks the WhatsApp Web protocol and is not affiliated with Meta.
- Install
- In the WhatsApp plugin; brew install openclaw/tap/wacli
- Maintainer
- OpenClaw
- Popularity
- 2,797 GitHub stars
- License
- MIT
- Needs
- wacli CLI linked to your WhatsApp account
Obsidian
Reads, searches and writes notes in an Obsidian vault, which several long-term users treat as the agent's memory. Tom Pounders keeps it in a setup that allows no community skills at all. WenHao Yu's warning applies: a skill only teaches the method, and nothing gets written unless the write tool is enabled. The bundled version drives Obsidian's official CLI, while the ClawHub copy dates from January and installs a third-party one.
Agent Browser
A command-line browser made for agents. It reads a page as an accessibility snapshot and clicks elements by reference, so it can fill forms and scrape pages without a visible window. Rost Glukhov rates it powerful and adds that saved logins and cookies need care. Install Vercel Labs' own skill, because the name is crowded: Composio's guide points to a ClawHub copy that is gone, and the most downloaded copy is frozen at version 0.1.0.
- Install
- npx skills add vercel-labs/agent-browser
- Maintainer
- Vercel Labs
- Popularity
- 43,835 GitHub stars
- License
- Apache-2.0
- Needs
- agent-browser CLI: npm install -g agent-browser
- ClawHub audit
- Review for MaTriXy's ClawHub copy (September 10, 2026)
ontology
Keeps what the agent learns as a typed graph of people, projects, tasks and documents instead of a growing pile of notes. Three reviewers single it out, and Rost Glukhov calls structure the stronger long-term direction for agent memory. Its publisher, Palash Oswal, is easy to identify. ClawHub's audit marks it for review, not as malicious: it can write and delete shared memory records with fewer safeguards than its documentation claims.
- Install
- openclaw skills install @oswalpalash/ontology
- Maintainer
- Palash Oswal (oswalpalash)
- Popularity
- 199,865 ClawHub downloads; 660 stars
- License
- MIT-0
- Needs
- No API key; stores its graph in your workspace
- ClawHub audit
- Review (September 10, 2026)
Humanizer
Rewrites text to remove the tells listed in Wikipedia's Signs of AI writing guide. Travis Media runs it as a last pass on blog posts, and Christopher Kvamme installed it first for a content pipeline. Take it from Siqi Chen's repository: the ClawHub copy with 132,134 downloads was republished by an account with an empty GitHub profile and has stayed at version 1.0.0. The README says AI detectors still flag most of its output.
- Install
- npx skills add blader/humanizer --global --agent '*'
- Maintainer
- Siqi Chen (blader)
- Popularity
- 55,879 GitHub stars
- License
- MIT
- Needs
- Nothing; instructions only, no code
- ClawHub audit
- Review for the ClawHub republish (September 10, 2026)
Notion
Creates and updates Notion pages and databases. It is bundled, and worth turning on if your work already lives in Notion; Dan Cleary connected it early and later moved his agent's output to a dashboard he built, because he never liked Notion on his phone. Share the integration only with the pages the agent should touch. Rost Glukhov liked the workflow and distrusted the packaging in May; the ClawHub copy's audit passes today.
Weather
Current conditions and forecasts from wttr.in, with no API key. It is the simplest skill here and a good first check that skills work at all on your install. Travis Media has it in a scheduled job that runs at 8 AM and tells him whether to take a jacket. It is bundled with OpenClaw. The place you ask about goes to a public weather service, which is the one thing the audit asks you to be comfortable with.
- Install
- Bundled; nothing to install
- Maintainer
- OpenClaw (published by Peter Steinberger, steipete)
- Popularity
- 171,380 ClawHub downloads; 429 stars
- License
- MIT (OpenClaw repository)
- Needs
- No API key; uses wttr.in
- ClawHub audit
- Pass (ClawHub copy, September 10, 2026)
OpenAI Whisper
Transcribes audio on your own machine with the Whisper command-line tool, so recordings stay local and no API key is needed. Rost Glukhov calls it limited, local and refreshingly straightforward. Do not confuse it with openai-whisper-api, a separate bundled skill that sends audio to OpenAI and does need a key; Composio's guide says this one needs a key, and it does not. Models download to your disk on the first run.
- Install
- Bundled; add the CLI: brew install openai-whisper
- Maintainer
- OpenClaw (published by Peter Steinberger, steipete)
- Popularity
- 89,200 ClawHub downloads; 341 stars
- License
- MIT (OpenClaw repository)
- Needs
- whisper CLI; models download on first run; no API key
- ClawHub audit
- Pass (ClawHub copy, September 10, 2026)
How to choose
For email and calendar, start with Gog. For code, GitHub. For long articles, videos and podcasts, Summarize. For notes, Obsidian or Notion. To stop the agent repeating a mistake, self-improving agent. For cleaner prose, Humanizer.
Safety first. ClawHub, the registry, lets anyone with a GitHub account publish, and a skill acts with whatever access your agent has. Security firms have counted more than a thousand malicious skills there since January 2026, and in June Unit 42 and Trail of Bits each showed skills getting past its scanners. OpenClaw's own June data labelled 25,504 of 67,453 skill versions suspicious and 206 malicious. Every skill page now has a security audit with an outcome such as Pass or Review. Read it, and the SKILL.md, before you install.
Older guides are out of date in three ways. Most of the skills they tell you to install now ship with OpenClaw and switch on when their command-line tool is present. Web search, self-learning and memory search are built in, and Tavily has a first-party plugin, so the Tavily and QMD skills are no longer needed. And names are copied: at least five publishers use the slug gog, so install with the owner, as in @steipete/gog.
Skill Vetter and Capability Evolver are on most lists and left out here. Skill Vetter's publisher links to a GitHub profile that no longer exists. ClawHub's audit marks Capability Evolver for review because it can run jobs handed to it by a remote server.
Skills are ordered by how many independent reviewers and users recommend them, then by downloads or stars. All are free.
Numbers checked October 11, 2026.
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