[Bugs] Swithing to the app from CLI doesn't continue session

**Mood:** 😔
**Category:** Bugs

Swithing to the app from CLI doesn't actually carry over the "context" of the CLI (working dir, session), it just opens the plain app.

---
| Field | Value |
| --- | --- |
| App version | 1.0.3 |
| OS | Windows 10.0.26637 |
| Theme | GitHub |
| Path | / |
| Tenure | Day 4 (Week 1) |

首先跟踪从 CLI 到桌面应用的交接过程，重点关注工作目录和会话上下文的传递方式。在 Windows 10 上使用应用版本 1.0.3 重现该行为，然后验证切换到应用时会同时保留工作目录和活动会话，而不是打开一个普通的应用窗口。

由索引模型根据 Issue 内容生成。