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OpenClaw adds native Windows nodes and governed agent skill learning

OpenClaw, an open-source self-hosted AI assistant, released version 2026.6.1 with native Windows support and a Skill Workshop for governed agent learning. The assistant can now run as a native Windows host. It also integrates MiniMax M3, a multimodal model (AI processing text, images, and video together) for chat, generation, and search.
Version
2026.6.1
New Platforms
Windows (native node)
New Model
MiniMax M3
Orchestration Tool
Workboard
Learning Tool
Skill Workshop

The update adds Workboard for multi-agent orchestration (the coordination layer managing multiple AI agents), mirroring the parallel subagent workflows in OpenAI Codex. The Skill Workshop addresses the "black box" problem of agentic learning by turning repeated fixes into reviewable proposals rather than silent, autonomous rewrites.

Users can now deploy OpenClaw nodes directly on Windows. The Skill Workshop enables a workflow where agents propose new skills for human review before production. Version 2026.6.1 is available via GitHub and npm, with updated support for messaging platforms like Telegram and Slack.

View the full update on github.com
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OpenClaw 2026.6.1 is live 🦞 🪟 native Windows node host 🛠️ Skill Workshop for self-learning agents 📋 Workboard orchestration 🧠 MiniMax M3 support Windows joins the cluster. No penguin costume required. https://t.co/xgCOdENFgQ

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Still wondering? A few quick answers below.

The Skill Workshop is a governed learning environment where OpenClaw agents turn repeated fixes into reviewable skill proposals. Instead of agents silently rewriting their own logic, users can review, edit, or reject these proposals through a dedicated Control UI before they are applied to production workflows.

Yes. With the release of version 2026.6.1, OpenClaw now supports native Windows node hosts. This allows the assistant to run directly on Windows hardware while coordinating with other nodes in a cluster, removing the previous requirement for Linux-based environments or specialized configurations.

Workboard is an orchestration tool within OpenClaw designed for multi-agent coordination. It provides primitives for planning and tracking tasks across multiple specialized agents, allowing users to monitor agent activity, view task comments, and manage complex, multi-step runs from a centralized dashboard.

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