Frontend · Backend

Alibaba's QoderWork Brings Computer-Use Agents to Windows, With Discounted Nighttime Tokens

By 万少 · Jul 1, 2026

Read original on juejin.cn ↗ Google Translate ↗ Alt translation

Desktop automation via Computer Use is the next frontier for coding agents, and QoderWork is the first Chinese product to ship it on Windows. Combined with portable skills and off-peak pricing, it lowers the cost of running unattended agent workflows overnight.

Summary

QoderWork bundles chat, skills, connectors, and expert suites into a single visual workspace that can manage multiple local projects. Its standout feature is a beta Computer Use connector that simulates mouse clicks and screen interactions on Windows — something no other domestic tool offered as of mid-2026. Skills are portable across AI tools, so workflows built in Claude Code or other platforms import directly.

Nighttime pricing (22:00–08:00) slashes token costs on Qwen's top models. Qwen3.7-Plus, a multimodal model, becomes the cheapest option during that window and is the author's go-to for overnight coding sessions. Expert Suites package skills, connectors, and task prompts into ready-made vertical agents for legal, marketing, procurement, and consulting work.

Takeaways

— QoderWork is the only Chinese AI tool with a Computer Use connector on Windows as of June 2026, even in beta.

— The Computer Use connector can click the screen and simulate mouse operations to automate desktop tasks.

— Skills are portable file bundles; skills from Claude Code and other AI tools import directly into QoderWork.

— Nighttime token pricing (22:00–08:00) discounts Qwen3.7-Plus, a multimodal model, to the lowest cost tier.

— Expert Suites combine skills, connectors, and prompts into vertical agents for legal, marketing, procurement, and consulting.

— Connectors bridge QoderWork to external services like DingTalk and Feishu for cross-software automation.

— Qoder Desktop and QoderCli target programmers, while QoderWork covers both coding and general office tasks.

Conclusions

Computer Use on Windows is still rare across the entire AI-tool landscape, giving QoderWork a temporary monopoly on a capability that turns chat agents into actual robotic process automation.

Portable skills break vendor lock-in: a workflow refined in Claude Code can run in QoderWork without re-prompting, which makes the skill format itself more valuable than any single platform.

Nighttime discounting is a pricing lever that reshapes when developers run heavy agent workloads; the cost difference is enough to shift batch jobs to off-peak hours by default.

Expert Suites are essentially packaged domain consultants, and their availability signals that Alibaba is targeting enterprise procurement departments, not just individual developers.

Concepts & terms

Computer Use

An AI capability that lets a model control a computer's GUI directly — clicking buttons, moving the mouse, typing, and interacting with applications as a human would, rather than only through APIs or chat.

Skills (in AI tools)

Reusable, portable bundles of files and task descriptions that tell an AI agent how to perform a specific workflow. They can be created once and imported across different AI platforms.

Connectors

Integration bridges within QoderWork that link the agent to external software and services (e.g., DingTalk, Feishu, or the local computer itself) so it can read, write, and trigger actions across tools.

Expert Suite

A pre-packaged collection of skills, connectors, and prompts tailored to a specific professional domain — such as legal, marketing, or procurement — designed to work out of the box without manual setup.

Qwen3.7-Plus

A multimodal large language model from Alibaba's Qwen family. It handles text and images, and during nighttime hours on QoderWork it becomes the cheapest available top-tier model.

Source: juejin.cn ↗ Google Translate ↗ Backup ↗