[lfx-mentorship-2025-March-May] Implement multi-cluster management in the Karmada dashboard

[warjiang]

CNCF LFX mentorship
https://github.com/cncf/mentoring/tree/main/programs/lfx-mentorship/2025/01-Mar-May

Mentor: @warjiang @XiShanYongYe-Chang

What would you like to be added:
The Karmada dashboard has already implemented the management of resources in the control plane. Apart from that, we hope to implement the management of resources in the member cluster: once users add Kubernetes resources and the corresponding policy resources on the control plane, they can switch to the corresponding member cluster seamlessly, check the status of Kubernetes resources in the specific member cluster. Kubernetes dashboard is one of the most popular single-cluster management tools, which uses client-go sdk to communicate with the apiserver to manage resources in the cluster. A great deal of client-go related logic can be extended to muli-cluster easily, due to the karmada-aggregated-apiserver component and the compatibility design between Kubernetes resource and Karmada resoruces. So we hope to combine the Kubernetes dashboard with the karmada-aggregated-apiserver component to implement multi-cluster management in the Karmada dashboard.

Why is this needed: