GHA dos not do what i expect it to do in autopilot mode and auto LLM?

### Short summary

GHA dos not do what i expect it to do, its in aautopilot and Auto lmm select, but its not doing the work ?

### Affected version or release

v1.1.8

### Installation context

on my local PC windows 11 insider

### What happened?

sorry for blaming the Agents ;) but its only AI right
https://gist.github.com/japperJ/71f896e8cccb508ee01759716ec53af5

### Steps to reproduce

look at the https://gist.github.com/japperJ/71f896e8cccb508ee01759716ec53af5

### Expected behavior

normally its just run and implement and at least if i kicking it one time

### Additional context

https://gist.github.com/japperJ/71f896e8cccb508ee01759716ec53af5

审阅链接的 gist 以及关于 Windows 11 上 autopilot 和 Auto LLM 的 v1.1.8 报告；未指出任何源文件、测试或入口点。首先复现该行为并确定 gist 展示了什么；完成的标准是：预期工作在启动它或向它发出一次提示后能够运行，并记录观察到的行为。

由索引模型根据 Issue 内容生成。