update README. include all 6 UI tabs

refactor(ui): translate tab_inspect.py to English

fix: prevent dirty DB entries from mistyped model IDs; add cascading model delete

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:

fix(plot): correct export return value count (5→6)

```

Three UX issues reported on Tab 5 Interactive view:

add matplotlib and plotly to requirements

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

Bug 原因 修复

feat(db+ui): add modality dimension & migrate legacy data

| 文件 | 改动 |

add README for project.

改动点（相对旧版）：

add function to wright analyze result into sqlite.

add 2 UI tabs.

feat：write 5 laws's data into sqlite.

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

adjust 推荐模型的md，空2格使md换行

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

def build_tab_analyze():

feat: restructure into modular architecture with auto-inference engine

update model name：meta-llama/Meta-Llama-3-8B

change to tab ui

直接打印 safetensors 的原始 key 结构

正确逻辑：

问题很清晰，有三个独立问题：

关键事实：

改动清单

更新推荐模型。

核心变化：整层 SVD → 逐头 SVD。

Add Wang's Five Laws spectral analyzer

initial commit