Add anki-progress service — family Anki study-progress dashboard

Read-only dashboard + ntfy notifications for an anki-sync-server
instance, following this repo's standard Docker-service template
(multi-instance, port scanning, DRY_RUN, update/fresh/cancel).

Dashboard shows reviews today/this week, accuracy, and current streak
per account. A background loop detects when a study session starts
(first review after a configurable inactivity gap, default 30 min) and
sends one ntfy notification a configurable delay later (default 10 min,
per request) if the session is still going — not on every review, and
not twice for the same session.

Reads every account's collection.anki2 with SQLite's read-only mode
(file:...?mode=ro) — never opens for write, so it can't corrupt or lock
out the live sync server or a syncing client. Verified this concurrently
against a real writer with no lock conflict, plus the streak/session/
notify-state logic against synthetic review timelines covering gapped
streaks, multi-session boundaries, and the no-duplicate-notification
requirement, before ever writing the installer around it.

Requires an anki-sync-server instance (hard dependency, checked at
install time, chains only that one direction per this repo's
"Chaining into another service" convention) and auto-detects a local
ntfy install to reach it directly over caddy_net instead of requiring
a public URL. Follows security-dashboard.sh's Authelia pattern: local
Authelia used automatically, remote Authelia offered otherwise, since
this exposes every family member's personal study activity.

Updates the Services table in README.md per the three-step rule.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_014DyceEVVeQ33EeS6C1PDv5

README.md

@@ -186,7 +186,7 @@ a ready-to-copy Caddy config snippet to `~/docker/caddy-snippets/`.
 |-------|---------|
 | `base` | `net-tools`, `ncdu`, `git`, `curl`, `wget`, `htop`, `tree`, `zip`/`unzip`, `ca-certificates`, `gnupg`, `jq`, `rsync`; `glow` (terminal markdown reader, Charm apt repo); Docker CE + Compose plugin; `openssh-server` with GitHub/Launchpad SSH key import, optional password-auth lockdown, and SSH Host aliases; optional NetBird overlay network |
 | `homelab` | `caddy`, `crowdsec`, `authelia`, `homeassistant`, `asterisk` (own dedicated coturn for TURN/STUN — see `mattermost` below for the other coturn-owning service), `pstn-trunk`, `sms-inbound`, `security-dashboard`, `sunshine`, `vpn-data-mount` (mount existing SMB shares from a NetBird-connected home box — SSH trust bootstrap, then read-only discovery of shares already configured there; never writes to the home box's Samba config; repeatable, pick from any number of a home box's shares in one pass; optional per-share [gocryptfs decrypt layer](#client-side-encryption-for-vpn-data-mount) so the VPS only ever handles ciphertext) |
-| `utilities` | `actualbudget`, `ai-gpu`, `ai-stack`, `anki-sync-server` (self-hosted sync backend for the Anki flashcard app — spaced-repetition scheduling stays in the Anki client, this just syncs collections across devices without AnkiWeb; supports multiple independent accounts per instance), `archivebox`, `beszel` (lightweight server + Docker monitoring — CPU/RAM/disk/network, auto-discovers running containers via the Docker socket; complements Gatus rather than replacing it — Gatus is a black-box HTTP check, Beszel is white-box host/process monitoring), `beszel-agent` (agent-only Beszel install for a remote/homelab box reporting to a hub elsewhere — connects outbound over HTTPS, no VPN/port-forwarding/FQDN needed on that box), `changedetection`, `ddclient`, `filebrowser`, `fmd`, `garage` (self-hosted S3-compatible object storage, single node — MinIO CE's actively-maintained replacement), `garage-webui` (browser-based bucket/object browser for an existing `garage` install — folders/files view, the same kind of thing Backblaze's own web console gives you), `gatus`, `gitea` (self-hosted Git server — raw local clones plus optional two-way GitHub mirror sync, standalone from the `ai-stack` bundle's own Gitea container), `homebox`, `iopaint`, `joplin`, `koha`, `magicmirror`, `mail-archiver`, `mattermost`, `mealie`, `meshcentral`, `n8n`, `nextcloud`, `ntfy`, `onlyoffice`, `paintplus`, `pihole` (standalone DNS ad/tracker blocking — not wired into any VPN's DNS push), `portainer`, `pressbooks` (self-hosted book platform — WordPress Multisite, drag-and-drop chapter editing, PDF export via PrinceXML/DocRaptor, Authelia-gated), `rustdesk`, `samba` (SMB/CIFS file sharing — shares, dedicated Samba users/passwords, LAN-scoped firewall by default; also offered as an optional nudge from `base`), `stirling-pdf`, `syncthing`, `traccar`, `unifi`, `uptimekuma`, `vaultwarden`, `watchyourlan`, `watchtower`, `wg-easy`, `wordpress` (multi-site, dedicated MariaDB per site — blogs, business sites, e-commerce via WooCommerce) |
+| `utilities` | `actualbudget`, `ai-gpu`, `ai-stack`, `anki-progress` (read-only family study-progress dashboard for an `anki-sync-server` instance — reviews/accuracy/streak per account, plus an ntfy notification once a study session has been going for a configurable number of minutes; reads collection files with SQLite's read-only mode so it can't interfere with the live sync server), `anki-sync-server` (self-hosted sync backend for the Anki flashcard app — spaced-repetition scheduling stays in the Anki client, this just syncs collections across devices without AnkiWeb; supports multiple independent accounts per instance), `archivebox`, `beszel` (lightweight server + Docker monitoring — CPU/RAM/disk/network, auto-discovers running containers via the Docker socket; complements Gatus rather than replacing it — Gatus is a black-box HTTP check, Beszel is white-box host/process monitoring), `beszel-agent` (agent-only Beszel install for a remote/homelab box reporting to a hub elsewhere — connects outbound over HTTPS, no VPN/port-forwarding/FQDN needed on that box), `changedetection`, `ddclient`, `filebrowser`, `fmd`, `garage` (self-hosted S3-compatible object storage, single node — MinIO CE's actively-maintained replacement), `garage-webui` (browser-based bucket/object browser for an existing `garage` install — folders/files view, the same kind of thing Backblaze's own web console gives you), `gatus`, `gitea` (self-hosted Git server — raw local clones plus optional two-way GitHub mirror sync, standalone from the `ai-stack` bundle's own Gitea container), `homebox`, `iopaint`, `joplin`, `koha`, `magicmirror`, `mail-archiver`, `mattermost`, `mealie`, `meshcentral`, `n8n`, `nextcloud`, `ntfy`, `onlyoffice`, `paintplus`, `pihole` (standalone DNS ad/tracker blocking — not wired into any VPN's DNS push), `portainer`, `pressbooks` (self-hosted book platform — WordPress Multisite, drag-and-drop chapter editing, PDF export via PrinceXML/DocRaptor, Authelia-gated), `rustdesk`, `samba` (SMB/CIFS file sharing — shares, dedicated Samba users/passwords, LAN-scoped firewall by default; also offered as an optional nudge from `base`), `stirling-pdf`, `syncthing`, `traccar`, `unifi`, `uptimekuma`, `vaultwarden`, `watchyourlan`, `watchtower`, `wg-easy`, `wordpress` (multi-site, dedicated MariaDB per site — blogs, business sites, e-commerce via WooCommerce) |
 | `media` | `arm`, `audiobookshelf`, `calibre-web`, `emby`, `immich`, `jellyfin`, `lyrion` |
 | `cameras` | `frigate`, `frigate-audio`, `frigate-notify`, `sky-cam` |
 | `gaming` | `drum-rhythm-game`, `js99er`, `kyber-launcher`, `kyber-server`, `minecraft`, `wolf`, `wolf-pair` |