ui/

Legacy Python-side UI layer. Two shells:

  • Marimo sandbox — run.py is the single marimo.App. memdiver ui launches it via python -m marimo run run.py. This is where the 5 Marimo-only visualization views live (heatmap, variance map, phase lifecycle, cross-library comparison, differential diff).

  • NiceGUI shell — legacy_app.py at repo root + ui/nicegui/*. memdiver app launches it. Pre-React entry point; retained for headless workflows where React/Vite is overkill.

ui/mode.py defines the VERIFICATION_VIEWS and RESEARCH_VIEWS lists consumed by both shells.

When to prefer Marimo

  • Prototyping new analysis math (reactive cells, inline plotly).

  • Ad-hoc dump inspection where writing TypeScript + React would be overkill.

  • Reproducing paper figures from raw dumps.

When to prefer the React SPA

  • Routine investigation workflows with the wizard + dockable workspace.

  • Anything driving the Phase-25 pipeline (oracle upload, brute-force, n-sweep).

  • Collaboration — session-sharing, bookmarks, screenshot-ready visuals.