请问是不是一个skill只能在一个ReActAgent里？

[czhcc]

看代码是一个skill注册在一个SkillBox里，然后这个SkillBox注册在ReActAgent里

[chensk0601]

不是，他可以在多个Agent下使用。

[lfz757077613]

是的，这里有并发问题，所以不能并发用，toolkit也要每次新建一个。我也觉得agentscope的这种设计不好，agent/toolkit/skillbox/memory每次发起请求都要新建

[fang-tech]

是的，这里有并发问题，所以不能并发用，toolbox也要每次新建一个。我也觉得agentscope的这种设计不好，agent/toolkit/skillbox/memory每次发起请求都要新建

This design itself is intended to ensure that the agent is stateless. Thus, each user request loads the state from the outside, which is a beneficial design for containerization scenarios.

[fang-tech]

看代码是一个skill注册在一个SkillBox里，然后这个SkillBox注册在ReActAgent里

The skill class is reusable. It is a final class that is thread-safe and can be registered simultaneously in multiple ReactAgents. However, it is recommended that a skillBox be placed within only one ReactAgent.

[lfz757077613]

看代码是一个skill注册在一个SkillBox里，然后这个SkillBox注册在ReActAgent里

The skill class is reusable. It is a final class that is thread-safe and can be registered simultaneously in multiple ReactAgents. However, it is recommended that a skillBox be placed within only one ReactAgent.

这不是明显有并发问题吗，一个skillbox怎么能复用在多个ReActAgent里呢？skillbox是线程安全的不代表可以在多个ReActAgent里复用，这里的toolkit是每个ReActAgent深copy出来的独立的新对象

比如一个线程要执行这个apply了，另一个线程新建的ReActAgent正好执行bindToolkit把skillbox的toolkit给换了，这个apply就会因为skill-build-in-tools group没创建而报错

[fang-tech]

At present, it is indeed necessary for you to create a new skillBox for each reactagent.

[fang-tech]

I will simplify the setup here by using the same automatic copying method as the toolkit.