OpenClaw is easier to reason about if you stop thinking of it as one assistant and start thinking of it as an operating layer for agent skills. The core framework is small; the leverage — and the risk — comes from the AgentSkills you load into it and the messaging channels (Discord, WhatsApp, Telegram, and others) you let it act through. By April 2026 it had passed 347,000 GitHub stars, the most-starred repository in GitHub history, and shipped v2026415 with native Claude Opus 4.7 integration.
The project's center of gravity shifted in early 2026. Founder Steinberger joined OpenAI in February, and a non-profit foundation took over stewardship of the codebase. The ecosystem name now stretches across a fork tree (Hermes-Agent and others), and most of the day-to-day capability lives in ClawHub — the public skill registry where more than 13,700 skills were listed by February 2026, under a 90/10 revenue split for paid skills.
That surface area is the whole point, and also the whole problem. The common misconception is that installing a ClawHub skill is like installing a vetted app-store app. ClawHavoc — the early-2026 supply-chain campaign that distributed typosquatted malicious skills and, by reported estimates, compromised on the order of 300,000 users — showed it is not: a skill runs with your agent's access to the accounts you connected. ClawHub partnered with VirusTotal afterward, but the trust decision still lands on the operator. If you run OpenClaw, the part worth getting right is not the install — it is the skill loadout, and how you keep it current as new uploads land every day.
/Glossary
- AgentSkill
- A packaged capability OpenClaw loads to gain a new action (100+ available). Skills run with the agent’s connected access, which is what makes their provenance a security question.
- ClawHub
- The public registry/marketplace where AgentSkills are published and installed. Convenient, but not a vetted app store — listing is not the same as auditing.
- Skill curation
- The operator discipline of deciding which skills to trust, install, and keep updated. After ClawHavoc this is the security-relevant part of running OpenClaw.
- ClawHavoc
- The early-2026 supply-chain campaign that distributed typosquatted malicious skills through ClawHub — the canonical example of skill-registry risk.
- Fork tree
- The family of OpenClaw-derived frameworks (e.g. Hermes-Agent) that share the ecosystem’s patterns and, often, its name.