ClawHub — the public skill registry for OpenClaw agents — has grown to over 13,700 community-built skills since the platform launched in late 2025. With so many options, knowing which skills are actually worth installing can feel overwhelming. We combed through the VoltAgent awesome-openclaw-skills list (5,366 vetted picks) and the official download rankings to bring you the most impactful skills in the ecosystem right now.
The Download Leaders
Capability Evolver tops the charts with over 35,000 downloads. It lets an agent autonomously improve its own toolset over time — essentially a self-upgrading loop that identifies gaps in capability and pulls in new skills to fill them. Close behind is Self-Improving Agent (nearly 16,000 downloads, 132 community stars), which focuses on learning from past interactions to optimize future responses. Together, these two represent the most exciting direction in the OpenClaw ecosystem: agents that do not just execute tasks but get better at executing them.
Essential Developer Skills
GitHub (10,600+ downloads) remains a staple for any developer running OpenClaw. It wraps the gh CLI to handle issues, pull requests, CI runs, and advanced API queries — essentially turning your agent into a capable engineering co-pilot. Paired with agent-team-orchestration, which gives agents defined roles, task lifecycles, and handoff protocols, you can build surprisingly sophisticated multi-agent workflows entirely from the command line.
For DevOps workflows, agentic-devops bundles Docker management, process supervision, and log analysis into a single skill. And agentkeys adds a secure credential proxy so your agent can handle secrets without exposing them in plaintext.
Productivity and Automation Standouts
Gog (14,300+ downloads) is the productivity powerhouse of the moment — it connects your agent to the full Google Workspace suite: Gmail, Calendar, Drive, Sheets, and Docs in one install. Wacli, described by its maintainer as a “Swiss-army knife for CLI-based automation,” comes in at 16,400+ downloads and is a go-to for users who want a single skill to extend their agent across dozens of system-level tasks. And for anyone doing research or content work, Summarize (nearly 11,000 downloads) reliably condenses long documents, articles, and conversation threads into clean, structured outputs.
Browser Automation: Agent Browser
Agent Browser (11,800+ downloads, 43 stars) is the most popular web skill on ClawHub. Built on a Rust-based headless engine, it lets your agent navigate sites, fill forms, and extract data without requiring a full browser install on the host machine. It is a critical building block for anyone assembling web-scraping or research-automation pipelines.
A Quick Word on Safety
The ClawHavoc incident in late January 2026 — where 341 malicious skills were discovered distributing Atomic Stealer malware — served as a wake-up call for the community. ClawHub has since partnered with VirusTotal for automatic scanning, but the community-developed 100/3 rule remains a sensible guideline: prefer skills with at least 100 downloads and at least 3 months of registry history before installing. The VoltAgent curated list has already filtered out over 7,000 suspicious or low-quality entries, making it a safer starting point than browsing the raw registry.
How to Install Any of These
All skills covered here can be installed in seconds via the ClawHub CLI:
npx clawhub@latest install skill-nameOr drop a GitHub repo URL directly into your OpenClaw chat window. The ecosystem is moving fast — the registry grew by thousands of skills in the first quarter of 2026 alone — so expect this list to look quite different again by summer.
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