Overview
AutoClaw is a self-evolving agent product launched by Zhipu AI in 2026, powered by the GLM-5 large model. It is positioned similarly to OpenClaw / Hermes Agent but deeply integrated with the Zhipu ecosystem.
The core highlights are the "self-evolving mechanism + Skill Store": the agent automatically identifies user corrections and preferences during use, continuously optimizing its behavior; the Skill Store allows users to install community-shared skill packages with one click, extending the agent's capabilities without programming.
Key Features
- Self-Evolving Mechanism: Automatically identifies user corrections and continuously optimizes behavior
- Skill Store: Community-shared skill packages, one-click installation to extend capabilities
- GLM-5 Powered: Zhipu's latest flagship model with strong multimodal understanding
- Multi-Platform Support: Integration with mainstream platforms like WeChat, DingTalk, and Feishu
- Enterprise-Grade Deployment: Supports private deployment and data isolation
Use Cases
- Enterprise automated office work
- Custom customer service agent
- Personal AI assistant
- Zhipu ecosystem users migrating from OpenClaw
- Scenarios requiring Skill Store extensions
Pros
- Self-evolving, gets better with use
- Rich Skill Store ecosystem
- GLM-5 excels in Chinese understanding
- Deep integration with Zhipu ecosystem
- Supports enterprise private deployment
Pricing
Free trial for personal version, enterprise version priced on demand. API calls are billed according to GLM-5 pricing.
Summary
AutoClaw is the flagship agent product in the Zhipu ecosystem. If you are already using GLM-5 or the Zhipu ecosystem, AutoClaw is the smoothest agent choice. The Skill Store is its unique advantage.