88Z AI, 17 April — Zhipu AI's AutoClaw has officially launched a self-evolution mechanism and a Skill Store, enabling personalized agent growth by solidifying user preferences. It also introduces the GLM Office Skills suite based on GLM-5.1, supporting intelligent generation and format conversion for office scenarios.
At a glance
- AutoClaw launches a self-evolution mechanism that solidifies user preferences into permanent memory after approval, enhancing agent understanding.
- Introduces the GLM Office Skills suite based on GLM-5.1, supporting one-click generation of office materials and format conversion.

The update
Zhipu AI's AutoClaw platform has officially launched its self-evolution mechanism and Skill Store. The self-evolution feature automatically identifies user corrections, personal preferences, and lessons from failures. After an approval process, this information is solidified into permanent memory. This mechanism aims to help agents understand user needs more deeply over time, delivering a personalized experience that improves with use. At the same time, the platform introduced the GLM Office Skills suite. Built on the GLM-5.1 model, this toolset supports specific office scenarios such as PowerPoint and Word. It offers features like intelligent design, content self-checking, and file format conversion, allowing users to quickly generate accompanying office materials with a single click to significantly boost productivity.
Sources & editorial note
This article is an AI-assisted synthesis by 88Z AI based on the public sources below. Product claims and availability are attributed to their publishers. It does not represent independent testing or first-hand reporting.
- 智谱Source published
Source dates above refer to the original announcements; the date under the headline is this article’s publication on 88Z AI.