OpenClaw 集成三层持久化记忆系统,使 AI 代理能够保留上下文并随时间推移提升性能。

代码维护📅 2026/03/29
#API#CI/CD#开发者#全自动#GitHub#低风险#代码仓库#代码维护#报告#生产中
展示 OpenClaw 三层记忆架构连接上下文树、工作区和日常日志以实现连续代理学习的示意图
There's a free OpenClaw update that gives your AI agent a real brain. 92% memory accuracy. Even on cheap models.

30,000 people downloaded the first version in one week.

Now it's built directly into the core. Here's what that actually means:

Before this: every session ends, everything resets.

Project context — gone.

Decisions you made — gone.

Changes to direction from 2 weeks ago — gone.

You're explaining your business from scratch every single time.

That's not automation. That's a faster way to do the same manual work.

After this: three memory layers working together.

→ Context tree — the big picture. Your goals, your structure, your project.

→ Workspace memory — what's relevant to the current task right now.

→ Daily memory — a log of what happened, what changed, what was decided.

Set it up once. It builds from there.

The more sessions it runs, the more useful it gets.

One agent tracking member questions.

One agent creating content.

One agent monitoring what's trending.

All three getting smarter every single day.

That's what compounding AI looks like.