Custom agent reverts to default; cannot set a custom agent as persistent default

### Summary

Two related issues with **custom agents** in the GitHub Copilot app, surfaced during a customer evaluation (designer-focused UI prototyping workflow, macOS):

1. **Custom agent reverts to "default agent."** After selecting a custom agent for a session, the app reverts the selection back to the default agent (observed across sessions / on relaunch).
2. **No way to set a custom agent as the persistent default.** There is no supported setting to pin a custom agent so that new sessions start with it instead of the default agent. Users must re-select the custom agent every time.

### Impact

For non-technical users (e.g. designers) this "re-select the agent every session" toil is a real adoption blocker — one of the customer's explicit requirements is *reduced manual per-session option-selecting*. Today the Sessions settings expose a default **model**, custom instructions, and auto-approve, but not a default **agent**.

### Environment

- GitHub Copilot app (agent-native desktop), macOS (Apple Silicon)
- Custom agents configured per the custom-agents configuration docs

### Expected

- A selected custom agent persists across sessions/relaunch.
- A supported way to set a custom agent as the persistent default for new sessions (parallel to the existing default-model setting).

### Notes

Filed on behalf of an account team evaluating the app against a customer's requirements. Happy to connect the reporting customer for repro details if useful.

先从 issue 中描述的 Sessions 设置和 custom-agents 配置开始，然后追踪所选 agent 如何在不同 Sessions 和应用重启之间保存。创建一个 Session，重启应用，并检查最终的选择结果，以验证所选自定义 agent 的持久化，以及用于选择默认 agent 的设置。

由索引模型根据 Issue 内容生成。