Update ThothII presentation tour, annotated screenshots and speaker notes

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# ThothII — Project State
Last updated: 2026-09-06.
Last updated: 2026-09-24 (slide 11 PNG numbering aligned with popups).
This file is the short operational snapshot. Stable commands and the architecture mental model
live in `AGENTS.md`; current design and runtime contracts live under `docs/architecture/`,
@@ -12,6 +12,45 @@ Authentik, internal catalog/embedding services, and the PSD workspace repository
`docs/operations/server-upgrade-gitea-workspace-v2.md`. Treat its operator gates and rollback
requirements as mandatory; do not replace the running server stack in place.
## Presentation publishing
Presentation PNG source (user instruction, 2026-09-23): all PNGs to import come from
`/Users/mp/Desktop/ScreenshotPresentation/ThothIIScreens/`. This is the verified on-disk
path the user refers to as `desktop/screenshot/presentation/thothIIscreens`.
Copy supplied files unchanged into `presentation/deck/screenshots/thothii/`, preserving
their embedded annotations. The 12 slide 11 PNGs are numbered `01` through `12` in
popup order, in both the source folder and the deck. The first popup uses
`01-StartingPoint.png`; popup 2 uses `02-Disambiguation01.png`. Refresh the image
cache version when replacing a PNG. During the current editing session, refresh both
operational browser windows after every modification, as explicitly requested.
Popup 3 uses `03-DisambiguationFinal.png`, popup 4 uses `04-SchemaLinking01.png`,
and popup 5 uses `05-CloseSchemaLinking.png`. Popups 6–12 are CTE planning, CTE 1,
Final SQL, Datamart, Saving memory, Final step, and Back to start.
The HTML references PNGs by relative URL: they are external static assets, not
compiled or embedded. Keep `presentation/deck/screenshots/thothii/` with the deck;
the Desktop source folder is not a runtime dependency.
On 2026-09-23, the complete source folder was backed up to
`/Users/mp/Desktop/ThothIIScreens-backup-20260923-FkCqV3/` and verified by SHA-256.
The four unused PNGs (original prefixes 02, 05, 09, and 10) were removed from the
source folder and, on 2026-09-24, from the deck after verifying backup equality.
The backup retains all 16 original PNGs under their original names. Renumbering
preserved each file's bytes; the existing Starting point images in the source and
deck differ and were each retained unchanged.
On 2026-09-24, annotated PNGs 08–12 were updated directly in the deck and verified
visually; these deck copies are newer than the Desktop source copies. Preserve
them when importing images. Their image cache version is `v=5`. Presenter notes
for popups 09–12 are also updated in `presentation/deck/index.html`. The two Snagit
comment boxes in PNG 12 share the same horizontal centre (1676.5 px in the
3830 px source image); their text is centred within each box.
The user confirmed the public AritmoLab presentation and presenter console working on
2026-09-20. Updates use the `feat/ai-etl-presentation` branch on Gitea: commit and push
locally, then the user runs `git pull --ff-only origin feat/ai-etl-presentation` in
`/var/www/aritmolab/presentation` on the remote server. No SSH tunnel is available;
the user can operate an authenticated remote terminal in VS Code. Nginx routes are
already configured, so ordinary slide updates need no Nginx reload. Exact URLs,
paths, checks and cache behavior: [Presentation publishing](docs/operations/presentation-publishing.md).
## Current product shape
ThothII is a human-in-the-loop datamart builder with three independently built layers: