改动汇总

Models analyzed after app startup did not appear in the Tab 6 model selector.

Two independent changes in one commit:

The condition number κ has extreme dynamic range across layers:

Three UX issues reported on Tab 5 Interactive view:

Add `core/plotter.py` and `ui/tab_plot.py` to generate Nature/PRL-standard

fix copy 2 times error

feat: add global debug switch and unified debug logging system

debug for gemma-4-31b-it

debug gemma-4-31b-it 2 code ,2 result issue

add debug info for gemma-4-31b-it

debug for gemma-4-31b-it layer 0, KV head 0

def build_tab_analyze():

feat: restructure into modular architecture with auto-inference engine