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

Review the linked gist alongside the v1.1.8 report for autopilot and Auto LLM on Windows 11; no source file, test, or entry point is identified. First reproduce the behavior and determine what the gist shows; done means the expected work runs after starting or prompting it once, with the observed behavior documented.

Do mô hình lập chỉ mục viết ra từ nội dung của issue.