Optimize for Phase 2: 5 tasks, severity scoring, iterative refinement, 32 tests

feat: integrate advanced Plotly data visualizations and HTML consoles

feat: Upgrade UI to Production Analytics Dashboard

feat: Custom Gradio code review dashboard at root

fix: import create_app to enable built-in Gradio UI

hf configurations

v1 code review env

environment and dependecies

scaffold code-review