In VS code jupyter manim magic command stops autocomplete and hint

Question

I want to use jupyter in VS Code to write manim code. However, if I put the cell magic command %%manim -v WARNING --disable_caching Scene_Name at the top of the cell, the autocomplete and parameter hint will be lost in the cell.

I wonder how to include the magic and retain the autocomplete + hint?

Snapshot: without %%manim, autocomplete and hints work properly

Snapshot: with %%manim, no hint pops out, autocomplete stops