---
title: "KNOWLEDGE ATLAS AI releases AutoClaw update, introducing self-evolution mechanism and skill shop"
type: "News"
locale: "en"
url: "https://longbridge.com/en/news/283113826.md"
description: "KNOWLEDGE ATLAS's AutoClaw officially launched its self-evolution mechanism and skill store on April 17, aiming to lower the usage threshold for AI entities and automatically complete complex tasks. The core of the update is the self-evolution capability, which can recognize users' long-term intentions and convert them into permanent memory. In addition, the GLM Office Skills suite has been introduced, optimizing scenarios such as PPT, documents, and spreadsheets, and incorporating skills co-created with industry experts. AutoClaw supports Windows and macOS systems, allowing users to easily access IM platforms like Feishu"
datetime: "2026-04-17T08:40:38.000Z"
locales:
  - [zh-CN](https://longbridge.com/zh-CN/news/283113826.md)
  - [en](https://longbridge.com/en/news/283113826.md)
  - [zh-HK](https://longbridge.com/zh-HK/news/283113826.md)
---

# KNOWLEDGE ATLAS AI releases AutoClaw update, introducing self-evolution mechanism and skill shop

PingWest reported on April 17th that AutoClaw, a subsidiary of KNOWLEDGE ATLAS AI, has officially launched its self-evolution mechanism and Skill Store today, aiming to lower the usage threshold of AI entities through technological innovation, allowing complex tasks to be automatically accomplished in conversations.

The core of this update lies in the "self-evolution" capability, where AutoClaw can recognize users' long-term intentions and corrective feedback during conversations. After user approval, effective experiences are transformed into permanent memory, achieving "the more you use it, the better it understands you." At the same time, the official has launched the GLM Office Skills set, specifically optimized for scenarios such as PPT, documents, and spreadsheets, and has introduced industry skills co-created by experts like Hua Shu and digital life expert Kazik, covering character mental simulation and in-depth research analysis.

AutoClaw supports Windows and macOS systems, allowing users to connect to IM entrances like Feishu with one click, enabling the intelligent entity avatar to run locally and handle complex tasks without cumbersome configurations.

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