From c6517ee1374da6d0eb9a2ec38c4eb177f5a2f4b4 Mon Sep 17 00:00:00 2001
From: Mikei386 <44135113+Mikei386@users.noreply.github.com>
Date: Sun, 30 Aug 2026 08:45:52 +0200
Subject: [PATCH] Simplify Athena runtime and document current architecture

---
 .env.example                                  |   6 +-
 ATHENA.md                                     | 143 ++--
 README.md                                     | 133 ++-
 compose.yaml                                  | 208 +----
 config/github-mcp.env.example                 |   9 -
 config/install.env.example                    |  13 +-
 config/mcp-extensions/himalaya.json           |  47 --
 config/mcp-registry.json                      | 186 -----
 config/mcphub-client.env.example              |   4 -
 config/mua-mcp.env.example                    |   4 -
 config/navidrome-mcp.env.example              |   8 -
 config/unraid-templates/my-ARR-MCP.xml        |  23 -
 .../my-Hermes-Agent-Official.xml              |  50 --
 config/unraid-templates/my-MCPHub.xml         |  38 -
 dev/test_hass_mcp_yaml_guard.py               |  91 --
 dev/test_mcp_registry.py                      | 106 ---
 dev/test_mcphub_deploy_extension.py           |  91 --
 dev/test_mcphub_git_installer.py              | 131 ---
 dev/test_mcphub_settings.py                   |  94 ---
 dev/test_openwebui_filters.py                 | 616 --------------
 dev/test_radarr_patch.py                      |  84 --
 dev/test_sonarr_release_grab.py               | 195 -----
 dev/test_web_search_mcp.py                    | 148 ----
 docs/ARCHITECTURE.md                          |  35 +
 docs/MCP_SERVERS.md                           |  39 +-
 docs/RECOVERY.md                              |  99 +--
 docs/athena-architecture-map.png              | Bin 0 -> 1577839 bytes
 install.sh                                    |  40 +-
 manage.sh                                     |  18 +-
 .../{flux-worker => image-worker}/Dockerfile  |  10 +-
 .../image_worker.py}                          |  33 +-
 .../profile-controller/profile_controller.py  |   4 +-
 .../docker/wireguard-gateway/entrypoint.sh    |  21 +-
 platform/llama-dashboard/Dockerfile           |  14 +
 platform/llama-dashboard/app.py               | 775 ++++++++++++++++++
 platform/mcp/Dockerfile.arr                   |  12 -
 platform/mcp/Dockerfile.github                |  25 -
 platform/mcp/Dockerfile.homeassistant-relay   |   8 -
 platform/mcp/Dockerfile.navidrome             |   8 -
 platform/mcp/Dockerfile.unraid-ssh            |  15 -
 platform/mcp/Dockerfile.web                   |  18 -
 platform/mcp/compose.github-maintenance.yaml  |  12 -
 platform/mcp/compose.yaml                     | 196 +----
 platform/mcp/github-mcp-mode.sh               |  49 --
 platform/mcp/ha-relay-entrypoint.sh           |  23 -
 platform/mcp/homeassistant.conf.template      |  30 -
 platform/mcp/install-hass-mcp-yaml-guard.sh   |  27 -
 platform/mcp/install-tools.sh                 |  10 +-
 platform/mcp/patches/hass_mcp/yaml_config.py  | 707 ----------------
 platform/mcp/patches/mcp_radarr.py            | 187 -----
 platform/mcp/patches/mcp_sonarr.py            | 676 ---------------
 platform/mcp/sync-clients.py                  | 177 ----
 platform/mcp/verify-navidrome.sh              |  96 ---
 platform/models/manifest.example.yaml         |   8 +-
 router/ai_profile_router.py                   | 172 +++-
 smoke-test.sh                                 |  16 +-
 56 files changed, 1275 insertions(+), 4713 deletions(-)
 delete mode 100644 config/github-mcp.env.example
 delete mode 100644 config/mcp-extensions/himalaya.json
 delete mode 100644 config/mcp-registry.json
 delete mode 100644 config/mcphub-client.env.example
 delete mode 100644 config/mua-mcp.env.example
 delete mode 100644 config/navidrome-mcp.env.example
 delete mode 100644 config/unraid-templates/my-ARR-MCP.xml
 delete mode 100644 config/unraid-templates/my-Hermes-Agent-Official.xml
 delete mode 100644 config/unraid-templates/my-MCPHub.xml
 delete mode 100644 dev/test_hass_mcp_yaml_guard.py
 delete mode 100644 dev/test_mcp_registry.py
 delete mode 100644 dev/test_mcphub_deploy_extension.py
 delete mode 100644 dev/test_mcphub_git_installer.py
 delete mode 100644 dev/test_mcphub_settings.py
 delete mode 100644 dev/test_openwebui_filters.py
 delete mode 100644 dev/test_radarr_patch.py
 delete mode 100755 dev/test_sonarr_release_grab.py
 delete mode 100644 dev/test_web_search_mcp.py
 create mode 100644 docs/ARCHITECTURE.md
 create mode 100644 docs/athena-architecture-map.png
 rename platform/docker/{flux-worker => image-worker}/Dockerfile (70%)
 rename platform/docker/{flux-worker/flux_worker.py => image-worker/image_worker.py} (79%)
 create mode 100644 platform/llama-dashboard/Dockerfile
 create mode 100644 platform/llama-dashboard/app.py
 delete mode 100644 platform/mcp/Dockerfile.arr
 delete mode 100644 platform/mcp/Dockerfile.github
 delete mode 100644 platform/mcp/Dockerfile.homeassistant-relay
 delete mode 100644 platform/mcp/Dockerfile.navidrome
 delete mode 100644 platform/mcp/Dockerfile.unraid-ssh
 delete mode 100644 platform/mcp/Dockerfile.web
 delete mode 100644 platform/mcp/compose.github-maintenance.yaml
 delete mode 100755 platform/mcp/github-mcp-mode.sh
 delete mode 100644 platform/mcp/ha-relay-entrypoint.sh
 delete mode 100644 platform/mcp/homeassistant.conf.template
 delete mode 100755 platform/mcp/install-hass-mcp-yaml-guard.sh
 delete mode 100644 platform/mcp/patches/hass_mcp/yaml_config.py
 delete mode 100644 platform/mcp/patches/mcp_radarr.py
 delete mode 100644 platform/mcp/patches/mcp_sonarr.py
 delete mode 100755 platform/mcp/sync-clients.py
 delete mode 100755 platform/mcp/verify-navidrome.sh

diff --git a/.env.example b/.env.example
index d9ffd75..12993a9 100644
--- a/.env.example
+++ b/.env.example
@@ -1,10 +1,10 @@
 # Generated as /etc/mike-ai/stack.env by install.sh. Never commit real values.
 AI_BIND_ADDRESS=10.77.0.2
-MODEL_DIR=/srv/mike-ai/models
+MODEL_DIR=/data/models
 ROUTER_API_KEY=GENERATED_BY_INSTALLER
 CONTROLLER_TOKEN=GENERATED_BY_INSTALLER
-WEBUI_SECRET_KEY=GENERATED_BY_INSTALLER
-OPENWEBUI_IMAGE=mike-ai/openwebui:main-01f4282-tool-final-v3
+Z_IMAGE_MODEL_DIR=/data/models/Z-Image-Turbo
+IMAGE_GPU_DEVICES=1
 PIPER_TTS_VERSION=1.6.0
 PIPER_VOICE=de_DE-thorsten-high
 XTTS_IMAGE=ghcr.io/coqui-ai/xtts-streaming-server:latest-cuda121@sha256:f7fb3b1f9d4bc88af94da1b5959d8002f1e0b003c97557164034eb8a29f01b90
diff --git a/ATHENA.md b/ATHENA.md
index 3d980be..9a17f6e 100644
--- a/ATHENA.md
+++ b/ATHENA.md
@@ -1,110 +1,79 @@
 # Athena – Betriebsanleitung
 
 Diese Datei ist der kurze, verbindliche Einstieg für Menschen und Agenten.
-Für normale Arbeiten reicht sie aus. Detaildokumente unter `docs/` werden nur
-gelesen, wenn diese Datei ausdrücklich darauf verweist oder eine konkrete
-Fehlersuche sie benötigt.
 
-## Aufbau
+## Rolle
 
-- Host: Debian, ohne lokalen Notfallzugriff oder KVM.
-- Arbeitsbaum und laufender Stack: `/opt/mike-ai/stack`.
-- Persistente Daten, Modelle und Backups: `/data`.
-- Lokale Konfiguration und Secrets: `/etc/mike-ai` (niemals in Git).
-- Benutzerzugriff auf KI-Dienste: über WireGuard, nicht über das Uni-LAN.
-- OpenAI-kompatible Modell-API: Profile Router auf Port 8081.
-- Oberfläche und Agent: Hermes auf Unraid unter
-  `/mnt/nvme-storage/appdata/Hermes-Agent`. Athena stellt dafür nur die
-  OpenAI-kompatible Router-API bereit. OpenWebUI ist abgeschaltetes Rückfallnetz.
-- Inferenz: genau ein aktives llama.cpp-Textprofil; der Router wechselt bei
-  Bedarf zwischen Fast, Medium, Large, Ultra und Uncensored.
+Athena ist eine Inferenzmaschine, kein allgemeiner Anwendungsserver.
 
-## Verzeichnisse
+Sie betreibt:
+
+- llama.cpp mit genau einem aktiven Qwen-Profil,
+- den OpenAI-kompatiblen Profile Router,
+- Z-Image-Turbo für Bilder,
+- XTTS und Piper für Sprache,
+- das Athena-Dashboard,
+- WireGuard-Gateway und Datenbackup,
+- den hostgebundenen Athena-Operator.
+
+Hermes, Benutzeroberfläche und portable Fach-MCPs laufen auf Unraid. Auf Athena
+werden keine zweiten Instanzen dieser Dienste angelegt.
+
+## Pfade
 
 | Pfad | Zweck |
 |---|---|
-| `/opt/mike-ai/stack` | Einziger Git-Checkout und einzige Quelle für Deployments |
-| `/data/models` | GGUF-Modelle, Projektoren und weitere große Modelldateien |
-| `/data` | Persistente Anwendungsdaten und Docker-Backups |
-| `/etc/mike-ai` | Lokale Env-Dateien, API-Schlüssel und SSH-Schlüssel |
-| `/tmp` | Einmalige Hilfsprogramme und temporäre Arbeitsdateien |
+| `/opt/mike-ai/stack` | kanonischer Checkout und Compose-Stack |
+| `/data/models` | Modellgewichte |
+| `/data/llama-dashboard` | historische Dashboard-Messwerte |
+| `/data/docker-backups` | automatische Athena-Backups |
+| `/etc/mike-ai` | lokale Konfiguration und Secrets, niemals Git |
 
-Die früheren Checkouts `/data/mike-ai-operator/repository` und
-`/root/AI-Profile-Router` sind keine Arbeitsquellen. Sie dürfen nach der
-Migration höchstens als gekennzeichnetes Archiv existieren.
+## Standardbefehle
 
-## Container-Prinzip
+```bash
+cd /opt/mike-ai/stack
+./manage.sh validate
+./manage.sh deploy SERVICE
+./manage.sh deploy core
+sudo ./smoke-test.sh
+```
 
-Athena betreibt nur Inferenz, Router, Sprache/Bild, Backup und den
-hostgebundenen Athena-Operator. Portable Fach-MCPs laufen als getrennte
-Unterprozesse im **einen MCPHub-Container auf Unraid**. Sie bleiben unter
-`/mcp/NAME` einzeln sichtbar und abschaltbar, brauchen aber nicht je einen
-Docker-Container. `config/mcp-registry.json` ist die einzige Serverliste.
+`deploy SERVICE` verwendet `--no-deps` und fasst keine anderen Container an.
+`deploy core` aktualisiert den vollständigen Athena-Kern. Das aktuell aktive
+Qwen-Profil wird vom Profile Controller verwaltet.
 
-## Standardablauf für Änderungen
+## Modelle
 
-1. `athena_operator_inspect` einmal für den betroffenen Bereich aufrufen.
-2. Mit `athena_operator_search_source` die konkrete Datei finden.
-3. Mit `athena_operator_read_source` nur den benötigten Ausschnitt lesen.
-4. Änderung über `athena_operator_change` ausführen.
-5. Syntax, Compose, Dienstzustand und eine kleine Funktionsprobe prüfen.
-6. Geänderte Dateien committen und pushen.
-7. Ein manuelles Datenbackup nur nach speicherrelevanten Änderungen auslösen.
+- Fast: kurze, interaktive Aufgaben
+- Medium/Large/Ultra: steigende Kontextgrößen desselben lokalen Qwen-Modells
+- Uncensored: separates lokales Profil
+- Z-Image-Turbo: Bildgenerierung; Qwen wird dafür kurz entladen und danach
+  automatisch wiederhergestellt
+- XTTS: RTX 3060; Piper bleibt CPU-Fallback
 
-Nicht bei jedem Zwischenschritt die gesamte Plattform neu untersuchen. Keine
-vollständigen Compose-, Installations- oder Dokumentationsdateien in den Chat
-laden, wenn ein kleiner Ausschnitt genügt. Derselbe fehlgeschlagene Pfad oder
-Werkzeugaufruf wird höchstens einmal wiederholt.
+Die verbindlichen Werte stehen in `config/profile-matrix.json` und
+`docs/STANDARD_PROFILE_MATRIX.md`.
 
-## Neuer MCP
+## Werkzeuge
 
-Portable MCPs werden nach dem Skill `mcphub-deployer` in das reproduzierbare
-MCPHub-Image eingebaut. Dazu gehören gepinnte Quelle, genau ein Registry-Eintrag,
-Secret-Datei nur im Appdata, Build, Handshake und eine read-only-Probe. Danach
-wird ausschließlich MCPHub über Unraid DockerMan neu erstellt. Router, Qwen,
-WireGuard und andere Container werden nicht neu gestartet.
-
-Nur ein Werkzeug, das Athenas Host selbst verwalten muss, gehört in den
-Athena-Operator. Es wird kein zweiter allgemeiner Terminal- oder Doku-MCP gebaut.
-
-## Temporär oder dauerhaft
-
-- „Nutze Programm X“: wenn es fehlt, nur temporär unter `/tmp` oder in einem
-  kurzlebigen Container verwenden und anschließend entfernen.
-- „Installiere Programm X dauerhaft“: versioniert in den Stack aufnehmen.
-- Bestehende Dienste auf Unraid oder im Heimnetz werden weiterverwendet; auf
-  Athena wird nicht ohne Grund eine zweite Instanz aufgebaut.
+Portable Werkzeuge gehören auf Unraid in eigene, per DockerMan verwaltete
+Container. Der einzige MCP auf Athena ist der Athena-Operator, weil nur er den
+Athena-Host verwalten muss. Neue Fach-MCPs werden nicht in diesen Stack
+eingebaut.
 
 ## Sicherheitsgrenze
 
-Athena darf ohne ausdrücklichen, aktuellen Auftrag niemals heruntergefahren
-oder neu gestartet werden. Ebenfalls tabu sind Änderungen an SSH, LAN,
-WireGuard, Firewall, Bootloader, Kernel, Partitionen und Mounts. Diese Grenze
-schützt die Erreichbarkeit des entfernten Hosts.
-
-Innerhalb des vertrauenswürdigen WireGuard-Netzes dürfen die vorgesehenen
-Container normal miteinander, mit dem Heimnetz und mit dem Internet
-kommunizieren. Keine zusätzlichen Netzwerkbarrieren ohne konkreten Bedarf.
-
-Secrets dürfen lokal von Athena und dem lokalen Modell verwendet werden. Sie
-werden aber weder in Git noch in normalen Werkzeugausgaben oder Chatantworten
-veröffentlicht.
+Ohne ausdrücklichen aktuellen Auftrag niemals Shutdown, Reboot, Kernel,
+Bootloader, Partitionen, Mounts, SSH, LAN, WireGuard oder Firewall ändern.
+Secrets dürfen lokal verwendet, aber nie in Git, Logs oder Chatantworten
+veröffentlicht werden.
 
 ## Fertig bedeutet
 
-Eine Änderung ist erst fertig, wenn:
-
-- der versionierte Arbeitsbaum die Änderung enthält,
-- der betroffene Dienst den neuen Stand verwendet,
-- ein fokussierter Test erfolgreich war,
-- Git-Status und Commit bekannt sind,
-- das automatische Backup läuft und bei Datenänderungen ein Archiv geprüft wurde.
-
-Bei Unsicherheit wird der konkrete offene Punkt genannt. Es werden keine
-Ergebnisse, Werkzeugaufrufe oder erfolgreichen Deployments erfunden.
-
-## Referenzen
-
-- Installation und Überblick: `README.md`
-- Wiederherstellung: `docs/RECOVERY.md`
-- Modellprofile: `docs/STANDARD_PROFILE_MATRIX.md`
+- Änderung ist im kanonischen Git-Checkout,
+- Compose und Syntax sind gültig,
+- betroffener Dienst ist gesund,
+- eine kleine Funktionsprobe war erfolgreich,
+- Commit und Push sind erfolgt,
+- das automatische Backup bleibt gesund.
diff --git a/README.md b/README.md
index 5ec9454..c28ea50 100644
--- a/README.md
+++ b/README.md
@@ -1,109 +1,98 @@
 # Athena AI
 
-Ein reproduzierbarer Docker-Stack für Athenas lokale Inferenz. Athena stellt
-Router, llama.cpp-Profile, Sprache und Bildgenerierung bereit. Der offizielle
-Hermes Agent und MCPHub laufen auf Unraid und werden dort mit Appdata gesichert.
+Athena ist die lokale Inferenzmaschine. Der reproduzierbare Docker-Stack stellt
+Qwen über eine kleine OpenAI-kompatible Router-API bereit und übernimmt lokale
+Bild- und Sprachausgabe. **Hermes und die Fach-MCPs laufen auf Unraid.**
 
-## Aufbau
+## Aktueller Aufbau
 
-- `compose.yaml` ist der einzige Einstieg für die KI-Dienste auf Athena.
-- Genau ein llama.cpp-Profil ist aktiv. Der Router schaltet zwischen Fast,
-  Medium, Large, Ultra und Uncensored.
-- Hermes verdichtet ältere Assistenten- und Werkzeug-Turns fortlaufend per
-  Micro-Compaction (alle fünf abgeschlossenen Turns). Das jeweils gewählte
-  27B-Hauptprofil erstellt die Zusammenfassung; ein separates, weniger
-  zuverlässiges Kompressionsmodell wird nicht betrieben.
-- Der **Athena Operator** bleibt als einziger hostgebundener administrativer
-  MCP direkt auf Athena. MCPHub veröffentlicht seinen vorhandenen
-  WireGuard-HTTP-Endpunkt zentral unter `/mcp/athena-operator`; es gibt keinen
-  zweiten Operator und keine administrative SSH-Implementierung im Hub.
-- Home Assistant, ARR, Unraid, Navidrome und GitHub laufen gemeinsam im
-  MCPHub-Container auf Unraid, bleiben aber als getrennte MCP-Server unter
-  `/mcp/NAME` sichtbar, abschaltbar und unabhängig für Clients freigebbar.
-- Hermes verwendet für allgemeine Recherche den eingebauten schlüssellosen
-  Keenable-Provider für Suche und Seitenabruf; der frühere Athena-Webadapter
-  wird nicht mehr gestartet.
-- MCPHubs eigene persistente Einstellungen unter `MCPHub/mcp_settings.json`
-  sind der produktive Zustand. Oberfläche und offizielle API ändern genau
-  diese Datei; Container-Updates überschreiben sie nicht.
-  `config/mcp-registry.json` ist nur der Neuinstallations-Seed.
-- Hermes verbindet sich einmal mit MCPHubs gefiltertem `/mcp/hermes`-Endpunkt. Neue
-  aktivierte Server erscheinen dadurch nach **MCP neu laden**, ohne dass pro
-  MCP eine weitere Hermes-Konfiguration geschrieben werden muss.
-- Modelle und Athena-Backups liegen auf `/data`. Hermes liegt vollständig unter
-  `/mnt/nvme-storage/appdata/Hermes-Agent`; MCPHub-Zustand, Client-Schlüssel und
-  MCP-Zugänge liegen unter `/mnt/nvme-storage/appdata/MCPHub`.
-- Hermes verwendet unverändert `nousresearch/hermes-agent:latest`. Seine
-  Profile erreichen Athenas Router über `http://192.168.1.212:8081/v1`.
-  Die frühere Athena-Instanz bleibt vorerst gestoppt als Rückfall erhalten.
-- KI-Oberflächen und APIs sind nur über WireGuard erreichbar.
+### Athena
+
+- genau ein aktives llama.cpp-Profil: Fast, Medium, Large, Ultra oder Uncensored
+- Profile Router auf Port 8081
+- Z-Image-Turbo als exklusiver Bild-Worker auf der RTX 5080
+- XTTS auf der RTX 3060 mit Piper als CPU-Fallback
+- Live-Dashboard mit 21 Tagen Detailhistorie auf Port 8099
+- WireGuard-Gateway, Datenbackup und Athena-Operator
+- keine produktive Hermes-, OpenWebUI- oder portable Fach-MCP-Instanz
+
+### Unraid
+
+- offizieller Hermes-Agent mit persistentem Appdata
+- je ein eigener Container für ARR, Deemix, Navidrome, STRATO und
+  Nginx Proxy Manager
+- MUA/Unraid-MCP als Unraid-Plugin
+- Media-Tools als nachrüstbare Werkzeugkiste
+- Sicherung durch das vorhandene Unraid-Appdata-Backup
+
+Hermes nutzt Athenas Router unter `http://192.168.1.212:8081/v1`. Ein MCPHub
+ist nicht mehr Bestandteil der produktiven Architektur.
 
 ## Installation – ein Befehl
 
-Nach dem Ausfüllen von `config/install.env`:
-
 ```bash
-sudo ./install.sh --config config/install.env
+cp config/install.env.example /root/mike-ai-install.env
+# Werte in /root/mike-ai-install.env eintragen und chmod 600 setzen
+sudo ./install.sh --config /root/mike-ai-install.env
 ```
 
-Das Skript installiert Docker und NVIDIA-Unterstützung, lädt die konfigurierten
-Modelle und startet ausschließlich Athenas Inferenz-Kern plus Operator.
+Das Installationsskript baut llama.cpp und die lokalen Images, lädt die
+versionierten Modellartefakte und startet ausschließlich den Athena-Kern.
 
-## Bedienung
+## Betrieb
 
 ```bash
-# Gesamten Stack anzeigen
-docker compose --env-file /etc/mike-ai/stack.env ps
+# Konfiguration prüfen
+./manage.sh validate
 
-# Erst anzeigen, dann eine gezielte Komponente ohne Nebenwirkungen ausrollen
-./manage.sh --dry-run deploy router
+# Gesamten Athena-Kern gezielt aktualisieren
+./manage.sh deploy core
+
+# Nur einen Dienst ausrollen
 ./manage.sh deploy router
 
-# Sofortiges Datenbackup zusätzlich zum Fünf-Stunden-Zeitplan
-docker exec mike-ai-backup backup
+# Eindeutige Altcontainer entfernen
+./manage.sh purge-legacy
 
-# Kurzer read-only Ende-zu-Ende-Test nach jedem Release
+# Read-only Ende-zu-Ende-Test
 sudo ./smoke-test.sh
 ```
 
-Router-API: `http://<WireGuard-IP>:8081/v1`
+## Endpunkte
 
-Hermes-Dashboard: `http://<Unraid-IP>:9119`
+- Router: `http://192.168.1.212:8081/v1`
+- Athena-Dashboard: `http://192.168.1.212:8099`
+- Hermes-Dashboard auf Unraid: `http://192.168.1.2:9119`
 
-Hermes-API: `http://<Unraid-IP>:8642`
+Die Adressen sind nur über die vorgesehenen privaten Netze erreichbar.
 
-## Ausgegliederte Fach-MCPs
+## Ausgegliederte MCPs
 
+- [ARR-MCP](https://git.casaderoll.de/michael/arr-mcp)
 - [Deemix-MCP](https://git.casaderoll.de/michael/Deemix-MCP)
 - [Strato-MCP](https://git.casaderoll.de/michael/Strato-MCP)
 
-## Wiederherstellung – ein Befehl
+Weitere produktive Container verwenden ihre jeweiligen Upstream-Images und
+Unraid-DockerMan-Templates. Details stehen in
+[docs/MCP_SERVERS.md](docs/MCP_SERVERS.md).
 
-Nach einer frischen Installation und eingehängtem `/data`:
+## Wiederherstellung
+
+Nach einer frischen Debian-Installation und erneut eingehängtem `/data`:
 
 ```bash
+sudo ./install.sh --config /root/mike-ai-install.env
 sudo ./restore.sh /data/docker-backups/athena-latest.tar.gz
+sudo ./smoke-test.sh
 ```
 
-Details, Prüfschritte und der exakte Sicherungsumfang stehen in
-[`docs/RECOVERY.md`](docs/RECOVERY.md).
+Der genaue Sicherungsumfang steht in [docs/RECOVERY.md](docs/RECOVERY.md).
 
-## Dokumentation
+## Verbindliche Dokumentation
 
-- [`ATHENA.md`](ATHENA.md) – kurze Maschinen- und Operatoranleitung
-- [`docs/STANDARD_PROFILE_MATRIX.md`](docs/STANDARD_PROFILE_MATRIX.md) – Profile und Messwerte
-- [`docs/MCP_SERVERS.md`](docs/MCP_SERVERS.md) – automatisch erzeugte MCP-Liste
-- [`docs/RECOVERY.md`](docs/RECOVERY.md) – Backup und Neuaufbau
-
-Die MCPHub-Installation, Endpunkte und der schrittweise Rückbau der alten
-Athena-MCPs stehen in [`platform/mcphub/README.md`](platform/mcphub/README.md).
-Der eigenständig betreibbare Sonarr-/Radarr-Container einschließlich
-Debian-Slim-Installer und Unraid-Template liegt unter
-[`services/arr-mcp/`](services/arr-mcp/README.md). Er ist für die schrittweise
-Ablösung des bisherigen MCPHub-Prozesses vorbereitet, wird durch Athenas
-Standardinstallation aber nicht automatisch gestartet.
-Für Installation oder Wiederherstellung des Hermes-Gateways auf Unraid liegt unter
-[`config/unraid-templates/my-Hermes-Agent-Official.xml`](config/unraid-templates/my-Hermes-Agent-Official.xml)
-ein DockerMan-Template, das unverändert das offizielle Nous-Image verwendet.
+- [ATHENA.md](ATHENA.md) – kurze Betriebsanleitung
+- [docs/STANDARD_PROFILE_MATRIX.md](docs/STANDARD_PROFILE_MATRIX.md) – Profile
+- [docs/MCP_SERVERS.md](docs/MCP_SERVERS.md) – produktive Werkzeuge
+- [docs/RECOVERY.md](docs/RECOVERY.md) – Backup und Neuaufbau
 
 Git enthält keine Secrets, Chatdaten oder Modellgewichte.
diff --git a/compose.yaml b/compose.yaml
index e49d1ea..ab49ff6 100644
--- a/compose.yaml
+++ b/compose.yaml
@@ -477,7 +477,6 @@ services:
     labels:
       com.mike-ai.llama-profile: experimental
     environment:
-      SEARXNG_URL: http://searxng:8080
       NVIDIA_VISIBLE_DEVICES: ${EXPERIMENTAL_GPU_DEVICES:-0}
       NVIDIA_DRIVER_CAPABILITIES: compute,utility
     command:
@@ -532,7 +531,7 @@ services:
     environment:
       CONTROLLER_TOKEN: "${CONTROLLER_TOKEN:?CONTROLLER_TOKEN is required}"
       ALLOWED_PROFILES: fast,medium,large,ultra,uncensored,experimental
-      IMAGE_WORKER: flux
+      IMAGE_WORKER: image
     networks: [control]
     security_opt: ["no-new-privileges:true"]
     healthcheck:
@@ -572,8 +571,9 @@ services:
       # consume the complete context before yielding visible output.
       MAX_GENERATION_TOKENS: "8192"
       IMAGE_DIR: /data/images
-      IMAGE_WORKER_URL: http://flux-worker:8086
+      IMAGE_WORKER_URL: http://image-worker:8086
       IMAGE_WORKER_TOKEN: "${CONTROLLER_TOKEN:?CONTROLLER_TOKEN is required}"
+      IMAGE_MODEL_NAME: Z-Image-Turbo
       CHAT_IMAGE_ALLOW_REMOTE_URLS: "false"
       ENABLE_IMAGE_GENERATION: "true"
       ENABLE_TTS: "true"
@@ -610,31 +610,31 @@ services:
       tts-gateway:
         condition: service_healthy
 
-  flux-worker:
+  image-worker:
     build:
-      context: platform/docker/flux-worker
+      context: platform/docker/image-worker
       args:
         DIFFUSERS_VERSION: ${DIFFUSERS_VERSION:-0.40.0}
         TRANSFORMERS_VERSION: ${TRANSFORMERS_VERSION:-5.15.1}
         ACCELERATE_VERSION: ${ACCELERATE_VERSION:-1.14.0}
         HF_HUB_VERSION: ${HF_HUB_VERSION:-1.28.0}
-    image: mike-ai/flux-worker:local
-    container_name: mike-ai-flux-worker
+    image: mike-ai/image-worker:local
+    container_name: mike-ai-image-worker
     restart: "no"
     profiles: [image]
     labels:
-      com.mike-ai.image-worker: flux
+      com.mike-ai.image-worker: image
     gpus: all
     read_only: true
     tmpfs: ["/tmp:size=1g,mode=1777"]
     volumes:
-      - "${FLUX_MODEL_DIR:-/data/models/FLUX.2-klein-4B}:/models/FLUX.2-klein-4B:ro"
+      - "${Z_IMAGE_MODEL_DIR:-/data/models/Z-Image-Turbo}:/models/Z-Image-Turbo:ro"
       - router-images:/data/images
     environment:
       NVIDIA_VISIBLE_DEVICES: ${IMAGE_GPU_DEVICES:-1}
       NVIDIA_DRIVER_CAPABILITIES: compute,utility
       WORKER_TOKEN: "${CONTROLLER_TOKEN:?CONTROLLER_TOKEN is required}"
-      FLUX_MODEL_DIR: /models/FLUX.2-klein-4B
+      Z_IMAGE_MODEL_DIR: /models/Z-Image-Turbo
       IMAGE_DIR: /data/images
     networks: [inference]
     security_opt: ["no-new-privileges:true"]
@@ -750,168 +750,47 @@ services:
       retries: 12
       start_period: 10s
 
-  open-webui:
-    build:
-      context: .
-      dockerfile: platform/openwebui/Dockerfile
-    image: ${OPENWEBUI_IMAGE:-mike-ai/openwebui:main-01f4282-agent-loop-v9}
-    container_name: mike-ai-open-webui
+  llama-dashboard:
+    build: ./platform/llama-dashboard
+    image: mike-ai/llama-dashboard:local
+    container_name: mike-ai-llama-dashboard
     restart: unless-stopped
-    labels:
-      # SQLite is quiesced briefly while the scheduled data backup is created.
-      docker-volume-backup.stop-during-backup: "true"
-    volumes:
-      - open-webui-data:/app/backend/data
-      # Upstream-supported static customization hooks. Keeping these files in
-      # the repository makes the global dark theme reproducible and update-safe.
-      - ./platform/openwebui/theme/custom.css:/app/build/static/custom.css:ro
-      - ./platform/openwebui/theme/loader.js:/app/build/static/loader.js:ro
-      - ./platform/openwebui/theme/midnight-aurora.svg:/app/build/static/midnight-aurora.svg:ro
-      - ./platform/openwebui/theme/tool-status:/app/build/static/tool-status:ro
-    environment:
-      WEBUI_SECRET_KEY: "${WEBUI_SECRET_KEY:?WEBUI_SECRET_KEY is required}"
-      DEFAULT_MODELS: mikeai-medium
-      OLLAMA_BASE_URL: ""
-      OPENAI_API_BASE_URLS: http://router:8081/v1
-      OPENAI_API_KEYS: "${ROUTER_API_KEY:?ROUTER_API_KEY is required}"
-      # Open WebUI uses the router's OpenAI-compatible image endpoint. The
-      # router performs the exclusive RTX-5080 hot swap and restores the
-      # previously active Qwen profile after every image.
-      ENABLE_IMAGE_GENERATION: "true"
-      IMAGE_GENERATION_ENGINE: openai
-      # OpenWebUI v0.9.x exposes a fixed OpenAI image-model dropdown. The
-      # router accepts this compatibility alias and still executes local
-      # FLUX.2 Klein; no request is sent to OpenAI.
-      IMAGE_GENERATION_MODEL: gpt-image-1
-      # The local router can return embedded image data. Force that mode so
-      # OpenWebUI does not reject the router's private Docker/LAN URL through
-      # its correct SSRF protection.
-      IMAGE_URL_RESPONSE_MODELS_REGEX_PATTERN: "^$"
-      IMAGES_OPENAI_API_BASE_URL: http://router:8081/v1
-      IMAGES_OPENAI_API_KEY: "${ROUTER_API_KEY:?ROUTER_API_KEY is required}"
-      IMAGE_SIZE: 1024x1024
-      IMAGE_STEPS: "4"
-      AUDIO_TTS_ENGINE: openai
-      AUDIO_TTS_OPENAI_API_BASE_URL: http://router:8081/v1
-      AUDIO_TTS_OPENAI_API_KEY: "${ROUTER_API_KEY:?ROUTER_API_KEY is required}"
-      AUDIO_TTS_MODEL: piper
-      AUDIO_TTS_VOICE: alloy
-      ENABLE_SIGNUP: ${OPENWEBUI_ENABLE_SIGNUP:-false}
-      ENABLE_FOLLOW_UP_GENERATION: ${OPENWEBUI_ENABLE_FOLLOW_UP_GENERATION:-false}
-      # The derived image reserves the last round for a tool-free synthesis.
-      # Forty executions permit real multi-domain agent work. Exact-repeat,
-      # per-tool and total-execution limits in the derived image stop loops.
-      # Leave continuation headroom after the execution middleware budget:
-      # one additional model turn is required to synthesize the visible answer.
-      CHAT_RESPONSE_MAX_TOOL_CALL_ITERATIONS: "48"
-      USER_AGENT: "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/126.0.0.0 Safari/537.36"
-      DO_NOT_TRACK: "true"
-      SCARF_NO_ANALYTICS: "true"
-    dns: ["${AI_DNS:-1.1.1.1}"]
-    networks: [frontend, tools]
-    depends_on:
-      wireguard-gateway:
-        condition: service_healthy
-      router:
-        condition: service_healthy
-    security_opt: ["no-new-privileges:true"]
-
-  hermes:
-    build:
-      context: .
-      dockerfile: platform/hermes/Dockerfile
-    image: ${HERMES_IMAGE:-mike-ai/hermes-agent:0.20.5-mcpfix1}
-    container_name: mike-ai-hermes
-    restart: unless-stopped
-    command: [/usr/local/bin/start-hermes-managed]
-    env_file:
-      - /data/hermes/.env
-    volumes:
-      - /data/hermes:/opt/data
-      - /data/hermes/workspace:/workspace
-      - ./platform/hermes/start-hermes-managed.sh:/usr/local/bin/start-hermes-managed:ro
-      - ./platform/hermes/patch-api-mcp-refresh.py:/usr/local/lib/mike-ai/patch-api-mcp-refresh.py:ro
-    environment:
-      HERMES_HOME: /opt/data
-    dns: ["${AI_DNS:-1.1.1.1}"]
-    networks: [frontend, tools, tools-egress]
-    depends_on:
-      wireguard-gateway:
-        condition: service_healthy
-      router:
-        condition: service_healthy
-    security_opt: ["no-new-privileges:true"]
-    healthcheck:
-      test: [CMD, curl, -fsS, "http://127.0.0.1:8642/health"]
-      interval: 15s
-      timeout: 5s
-      retries: 20
-      start_period: 45s
-
-  # Optional, fully removable community chat surface. Chat execution goes
-  # through the existing Hermes gateway. Upstream's container entrypoint
-  # requires a writable Hermes home for its ownership/init checks; UI-only
-  # state still remains on a separate bind mount for easy removal.
-  hermes-webui:
-    image: ${HERMES_WEBUI_IMAGE:-mike-ai/hermes-webui:0.52.113-hermes-source-v1}
-    container_name: mike-ai-hermes-webui
-    restart: unless-stopped
-    profiles: [hermes-webui]
-    env_file:
-      - /data/hermes-webui/.env
-    volumes:
-      - /data/hermes:/home/hermeswebui/.hermes
-      - /data/hermes-webui/state:/state
-      - /data/hermes-webui/hermes-agent:/home/hermeswebui/.hermes/hermes-agent:ro
-      - /data/hermes/workspace:/workspace
-    environment:
-      HERMES_HOME: /home/hermeswebui/.hermes
-      HERMES_WEBUI_STATE_DIR: /state
-      HERMES_WEBUI_HOST: 0.0.0.0
-      HERMES_WEBUI_PORT: "8787"
-      HERMES_WEBUI_CHAT_BACKEND: gateway
-      HERMES_WEBUI_GATEWAY_BASE_URL: http://hermes:8642
-      HERMES_API_URL: http://hermes:8642
-      HERMES_WEBUI_AGENT_DIR: /home/hermeswebui/.hermes/hermes-agent
-      HERMES_WEBUI_GATEWAY_USE_RUNS_API: "true"
-      HERMES_SKIP_CHMOD: "1"
-      WANTED_UID: "10000"
-      WANTED_GID: "10000"
-    networks: [frontend]
-    depends_on:
-      hermes:
-        condition: service_healthy
-    security_opt: ["no-new-privileges:true"]
-    healthcheck:
-      test: [CMD, python, -c, "import urllib.request; urllib.request.urlopen('http://127.0.0.1:8787/health', timeout=3)"]
-      interval: 15s
-      timeout: 5s
-      retries: 20
-      start_period: 45s
-
-  # Persistent VPN listener for the optional WebUI. Sharing the existing
-  # WireGuard network namespace avoids recreating the remote-access gateway
-  # merely to add one listener.
-  hermes-webui-vpn-proxy:
-    image: mike-ai/wireguard-gateway:local
-    container_name: mike-ai-hermes-webui-vpn-proxy
-    restart: unless-stopped
-    profiles: [hermes-webui]
     network_mode: "service:wireguard-gateway"
-    entrypoint: [socat]
-    command:
-      - TCP-LISTEN:8787,bind=192.168.1.212,reuseaddr,fork
-      - TCP:hermes-webui:8787
+    gpus: all
     read_only: true
     tmpfs:
-      - /tmp:size=4m,mode=1777
-    cap_drop: [ALL]
-    security_opt: ["no-new-privileges:true"]
+      - /tmp:size=16m,mode=1777
+    volumes:
+      - /proc:/host/proc:ro
+      - /data:/host/data:ro
+      - /data/models:/host/models:ro
+      - /data/llama-dashboard:/var/lib/llama-dashboard
+    environment:
+      DASHBOARD_HOST: 0.0.0.0
+      DASHBOARD_PORT: "8099"
+      ROUTER_URL: http://router:8081
+      ROUTER_API_KEY: "${ROUTER_API_KEY:?ROUTER_API_KEY is required}"
+      HOST_PROC: /host/proc
+      HOST_DATA: /host/data
+      HOST_MODELS: /host/models
+      DASHBOARD_HISTORY_DB: /var/lib/llama-dashboard/history.sqlite3
+      DASHBOARD_HISTORY_INTERVAL: "15"
+      DASHBOARD_DETAIL_RETENTION_DAYS: "21"
+      NVIDIA_VISIBLE_DEVICES: all
+      NVIDIA_DRIVER_CAPABILITIES: compute,utility
     depends_on:
       wireguard-gateway:
         condition: service_healthy
-      hermes-webui:
+      router:
         condition: service_healthy
+    security_opt: ["no-new-privileges:true"]
+    cap_drop: [ALL]
+    healthcheck:
+      test: [CMD, python, -c, "import urllib.request; urllib.request.urlopen('http://127.0.0.1:8099/health', timeout=2)"]
+      interval: 10s
+      timeout: 3s
+      retries: 12
+      start_period: 10s
 
   backup:
     image: ${BACKUP_IMAGE:-offen/docker-volume-backup@sha256:19102d8e59eb1d598cf8c647c2b21100abaadc5a1c808ac643fa612e323c3013}
@@ -954,7 +833,6 @@ networks:
     name: mike-ai-tools-egress
 
 volumes:
-  open-webui-data:
   piper-data:
   router-state:
   router-images:
diff --git a/config/github-mcp.env.example b/config/github-mcp.env.example
deleted file mode 100644
index fb1fe5b..0000000
--- a/config/github-mcp.env.example
+++ /dev/null
@@ -1,9 +0,0 @@
-# Create a dedicated fine-grained GitHub token. Grant repository contents and
-# metadata read-only; do not grant write permissions. Keep the real file only
-# at /etc/mike-ai/github-mcp.env with mode 0600.
-GITHUB_PERSONAL_ACCESS_TOKEN=
-
-# Four deliberately bounded repository-reading tools. Do not replace this
-# with the broad default toolsets unless the resulting schemas were reviewed.
-GITHUB_TOOLS=search_repositories,get_repository_tree,get_file_contents,search_code
-GITHUB_READ_ONLY=1
diff --git a/config/install.env.example b/config/install.env.example
index 71ae05b..6ad7d4d 100644
--- a/config/install.env.example
+++ b/config/install.env.example
@@ -3,7 +3,7 @@
 
 AI_HOSTNAME=ki-host
 ADMIN_USER=mike
-MODEL_DIR=/srv/mike-ai/models
+MODEL_DIR=/data/models
 
 # Installing a new NVIDIA driver can require one reboot. In that case this
 # installer exits with code 20 (NVIDIA) or 21 (stable NIC rename); rerun the
@@ -15,8 +15,8 @@ NVIDIA_DRIVER_BRANCH=
 NVIDIA_MIN_DRIVER_MAJOR=570
 TEXT_GPU_DEVICES=0
 SECONDARY_GPU_DEVICES=1
-IMAGE_GPU_DEVICES=0
-FLUX_MODEL_DIR=/data/models/FLUX.2-klein-4B
+IMAGE_GPU_DEVICES=1
+Z_IMAGE_MODEL_DIR=/data/models/Z-Image-Turbo
 
 # Headless remote reachability. Firmware power-loss recovery is configured
 # separately once at the physical machine.
@@ -88,13 +88,6 @@ UNCENSORED_MTP_MAX=2
 EXPERIMENTAL_CONTEXT=76800
 LLAMA_THREADS=6
 LLAMA_THREADS_BATCH=6
-OPENWEBUI_IMAGE=mike-ai/openwebui:main-01f4282-tool-final-v3
-OPENWEBUI_ENABLE_SIGNUP=false
-OPENWEBUI_ENABLE_FOLLOW_UP_GENERATION=false
-# Removable community Hermes chat surface. Set false to keep only the official
-# Hermes Dashboard/API and native clients.
-INSTALL_HERMES_WEBUI=true
-HERMES_WEBUI_IMAGE=mike-ai/hermes-webui:0.52.113-hermes-source-v1
 PIPER_TTS_VERSION=1.6.0
 PIPER_VOICE=de_DE-thorsten-high
 XTTS_IMAGE=ghcr.io/coqui-ai/xtts-streaming-server:latest-cuda121@sha256:f7fb3b1f9d4bc88af94da1b5959d8002f1e0b003c97557164034eb8a29f01b90
diff --git a/config/mcp-extensions/himalaya.json b/config/mcp-extensions/himalaya.json
deleted file mode 100644
index e0ffb24..0000000
--- a/config/mcp-extensions/himalaya.json
+++ /dev/null
@@ -1,47 +0,0 @@
-{
-  "server": {
-    "id": "himalaya",
-    "hermes_id": "himalaya",
-    "name": "Himalaya Mail",
-    "description": "Apple-unabhängiger Mailzugriff über die Himalaya CLI. Lesen, suchen und Anhänge verwalten; schreibende Mailaktionen nur auf ausdrücklichen Auftrag.",
-    "url": "http://192.168.1.2:8787/mcp/himalaya",
-    "clients": ["hermes"],
-    "timeout": 300,
-    "deployment": {
-      "version": "himalaya-mcp 2.1.2 / himalaya-cli 2.1.0",
-      "source": "https://github.com/Data-Wise/himalaya-mcp",
-      "required_env": ["HIMALAYA_CONFIG"],
-      "required_files": ["himalaya-config.toml"]
-    },
-    "hub": {
-      "type": "stdio",
-      "secret_file": "himalaya.env",
-      "command": "/usr/local/bin/run-with-env",
-      "args": [
-        "/run/secrets/mcphub/himalaya.env",
-        "--",
-        "node",
-        "/app/data/extensions/himalaya/index.js"
-      ],
-      "env": {
-        "HIMALAYA_BINARY": "/app/data/extensions/himalaya/himalaya",
-        "MCP_TRANSPORT": "stdio"
-      },
-      "enabled": false
-    }
-  },
-  "artifacts": [
-    {
-      "source": "/app/data/work/himalaya/himalaya",
-      "path": "himalaya",
-      "sha256": "7bc31ca0ea596218d97f1b2637e14c6653b1ebf9741711ac0f8a675384d67472",
-      "mode": "0755"
-    },
-    {
-      "source": "/app/data/work/himalaya/index.js",
-      "path": "index.js",
-      "sha256": "c8a94a46b33e3e683d38bdfbd5d84f4441e4668780facb5f3e90fc22e68ab683",
-      "mode": "0644"
-    }
-  ]
-}
diff --git a/config/mcp-registry.json b/config/mcp-registry.json
deleted file mode 100644
index 4fb7b0f..0000000
--- a/config/mcp-registry.json
+++ /dev/null
@@ -1,186 +0,0 @@
-{
-  "version": 1,
-  "servers": [
-    {
-      "id": "mcphub-all",
-      "hermes_id": "mcphub",
-      "name": "MCPHub",
-      "description": "Zentraler Zugang zu allen auf Unraid aktivierten MCP-Servern. Neue Server erscheinen nach einem MCP-Reload ohne Änderung der Hermes-Konfiguration.",
-      "url": "http://192.168.1.2:8787/mcp/hermes",
-      "clients": ["hermes"],
-      "env_file": "/etc/mike-ai/mcphub-client.env",
-      "key_env": "MCPHUB_BEARER_TOKEN",
-      "auth_type": "bearer",
-      "timeout": 900
-    },
-    {
-      "id": "mcphub-admin-local",
-      "name": "MCPHub Administration",
-      "description": "Installiert und verwaltet HTTP-, npm- und Python-MCPs direkt über die offizielle MCPHub-API. Kein Unraid-Terminal erforderlich.",
-      "url": "http://192.168.1.2:8787/mcp/mcphub-admin",
-      "clients": [],
-      "timeout": 300,
-      "hub": {
-        "type": "stdio",
-        "command": "python3",
-        "args": ["/opt/casaderoll/mcps/mcphub_admin_mcp.py"],
-        "env": {
-          "MCPHUB_API_URL": "http://127.0.0.1:3000/api",
-          "MCPHUB_API_TOKEN_FILE": "/app/data/client-token",
-          "MCPHUB_CLIENT_GROUP": "hermes"
-        },
-        "enabled": true
-      }
-    },
-    {
-      "id": "athena-operator-local",
-      "hermes_id": "athena-operator",
-      "name": "Athena Operator",
-      "description": "Zentrale administrative Schnittstelle für Athena. Beginne mit athena_operator_inspect(subject=guide). Verwaltet Docker, Modelle, MCPs, Git und Backups; Stromversorgung und Remote-Erreichbarkeit bleiben blockiert.",
-      "url": "http://192.168.1.2:8787/mcp/athena-operator",
-      "clients": ["openwebui"],
-      "env_file": "/etc/mike-ai/mcphub-client.env",
-      "key_env": "MCPHUB_BEARER_TOKEN",
-      "auth_type": "bearer",
-      "timeout": 900,
-      "hub": {
-        "type": "streamable-http",
-        "url": "http://192.168.1.212:8202/mcp",
-        "owner": "admin",
-        "enabled": true
-      }
-    },
-    {
-      "id": "github-local",
-      "hermes_id": "github",
-      "name": "GitHub (offiziell, read-only)",
-      "description": "Repository-Suche, echte Datei-Inhalte und gezielte Code-Suche. Keine rekursiven Komplettbäume oder Schreibzugriffe.",
-      "url": "http://192.168.1.2:8787/mcp/github",
-      "clients": ["openwebui"],
-      "env_file": "/etc/mike-ai/mcphub-client.env",
-      "key_env": "MCPHUB_BEARER_TOKEN",
-      "auth_type": "bearer",
-      "timeout": 300,
-      "functions": "github-search_repositories,github-get_file_contents,github-search_code",
-      "hub": {
-        "type": "stdio",
-        "command": "/usr/local/bin/run-with-env",
-        "args": ["/run/secrets/mcphub/github.env", "--", "/usr/local/bin/github-mcp-server", "stdio", "--read-only", "--tools", "search_repositories,get_file_contents,search_code"],
-        "enabled": true
-      }
-    },
-    {
-      "id": "homeassistant-local",
-      "hermes_id": "homeassistant-admin",
-      "name": "Home Assistant",
-      "description": "Entitäten, Zustände, Historie, Automationen, Dashboards, Diagnose und freigegebene YAML-Dateien. Änderungen nur auf ausdrücklichen Auftrag.",
-      "url": "http://192.168.1.2:8787/mcp/homeassistant",
-      "clients": ["openwebui"],
-      "env_file": "/etc/mike-ai/mcphub-client.env",
-      "key_env": "MCPHUB_BEARER_TOKEN",
-      "auth_type": "bearer",
-      "timeout": 300,
-      "hub": {
-        "type": "streamable-http",
-        "secret_file": "homeassistant.env",
-        "url": "${HASS_URL}/api/hass_mcp",
-        "headers": {"Authorization": "Bearer ${HASS_TOKEN}"},
-        "owner": "admin",
-        "enabled": true
-      }
-    },
-    {
-      "id": "arr-local",
-      "hermes_id": "arr",
-      "name": "Sonarr und Radarr",
-      "description": "Serien, Filme, Queue, Indexer-Suche und kompakte Medieninventare. Für Codec-Fragen radarr_movie_codec_inventory verwenden; keine rohen API-Requests oder Dateisystem-Scans.",
-      "url": "http://192.168.1.2:8787/mcp/arr",
-      "clients": ["openwebui"],
-      "env_file": "/etc/mike-ai/mcphub-client.env",
-      "key_env": "MCPHUB_BEARER_TOKEN",
-      "auth_type": "bearer",
-      "timeout": 600,
-      "hub": {
-        "type": "stdio",
-        "command": "/usr/local/bin/run-with-env",
-        "args": ["/run/secrets/mcphub/arr.env", "--", "arr-mcp", "--transport", "stdio", "--auth-type", "none"],
-        "enabled": true
-      }
-    },
-    {
-      "id": "navidrome-local",
-      "hermes_id": "navidrome",
-      "name": "Navidrome",
-      "description": "Persönliche Musikbibliothek: Titel, Alben, Künstler, Playlists, Favoriten und Hörverlauf.",
-      "url": "http://192.168.1.2:8787/mcp/navidrome",
-      "clients": ["openwebui"],
-      "env_file": "/etc/mike-ai/mcphub-client.env",
-      "key_env": "MCPHUB_BEARER_TOKEN",
-      "auth_type": "bearer",
-      "timeout": 300,
-      "hub": {
-        "type": "stdio",
-        "command": "/usr/local/bin/run-with-env",
-        "args": ["/run/secrets/mcphub/navidrome.env", "--", "node", "/opt/casaderoll/navidrome/dist/index.js"],
-        "env": {"MCP_TRANSPORT": "stdio", "MCP_HTTP_EXPOSE": "false", "WEBUI_ENABLED": "false"},
-        "enabled": true
-      }
-    },
-    {
-      "id": "mua",
-      "hermes_id": "unraid",
-      "name": "MUA (Unraid-Verwaltung)",
-      "description": "Unraid-Verwaltung über das vorhandene MUA-Plugin. Zustand zuerst lesen, engste Änderung ausführen, danach verifizieren.",
-      "url": "http://192.168.1.2:8787/mcp/unraid",
-      "key_env": "MCPHUB_BEARER_TOKEN",
-      "env_file": "/etc/mike-ai/mcphub-client.env",
-      "auth_type": "bearer",
-      "clients": ["openwebui"],
-      "timeout": 900,
-      "hub": {
-        "type": "streamable-http",
-        "secret_file": "mua.env",
-        "url": "${MUA_MCP_URL}",
-        "headers": {"Authorization": "Bearer ${MUA_MCP_BEARER_TOKEN}"},
-        "owner": "admin",
-        "enabled": true
-      }
-    },
-    {
-      "id": "fritzbox-local",
-      "hermes_id": "fritzbox",
-      "name": "FRITZ!Box",
-      "description": "FRITZ!Box-Status, WAN/Glasfaser, Netzwerkgeräte, WLAN und Telefonie. Zuerst die aktive WAN-Verbindung ermitteln; Änderungen nur auf ausdrücklichen Auftrag.",
-      "url": "http://192.168.1.2:8787/mcp/fritzbox",
-      "key_env": "MCPHUB_BEARER_TOKEN",
-      "env_file": "/etc/mike-ai/mcphub-client.env",
-      "auth_type": "bearer",
-      "clients": ["openwebui"],
-      "timeout": 300,
-      "tool_include": [
-        "fritzbox-list_services",
-        "fritzbox-list_actions",
-        "fritzbox-describe_action",
-        "fritzbox-call_action"
-      ],
-      "hub": {
-        "type": "stdio",
-        "command": "/usr/local/bin/run-with-env",
-        "args": ["/run/secrets/mcphub/fritzbox.env", "--", "/opt/casaderoll/fritz-mcp"],
-        "enabled": true
-      }
-    },
-    {
-      "id": "mua-readonly-local",
-      "name": "MUA (Unraid read-only)",
-      "description": "Automatisch nutzbare Unraid-Diagnose für Container, Logs, System, Storage, Shares und Medieninventare. Keine Änderungen oder freie Shell.",
-      "url": "http://192.168.1.2:8787/mcp/unraid",
-      "key_env": "MCPHUB_BEARER_TOKEN",
-      "env_file": "/etc/mike-ai/mcphub-client.env",
-      "auth_type": "bearer",
-      "clients": ["openwebui"],
-      "timeout": 900,
-      "functions": "unraid-unraid_docker_list,unraid-unraid_docker_inspect,unraid-unraid_docker_logs,unraid-unraid_docker_analyze_logs,unraid-unraid_docker_processes,unraid-unraid_docker_stats,unraid-unraid_docker_info,unraid-unraid_docker_update_status,unraid-unraid_ca_search,unraid-unraid_network_inventory,unraid-unraid_network_list,unraid-unraid_network_inspect,unraid-unraid_network_host_state,unraid-unraid_network_audit_tcp,unraid-unraid_network_lan_probe,unraid-unraid_system_health,unraid-unraid_storage_status,unraid-unraid_disk_health,unraid-unraid_notifications_list,unraid-unraid_shares_list,unraid-unraid_share_inspect,unraid-unraid_files_inventory,unraid-unraid_system_connection_test,unraid-unraid_system_shell_readonly"
-    }
-  ]
-}
diff --git a/config/mcphub-client.env.example b/config/mcphub-client.env.example
deleted file mode 100644
index 85fa705..0000000
--- a/config/mcphub-client.env.example
+++ /dev/null
@@ -1,4 +0,0 @@
-# Shared bearer key generated by platform/mcphub/configure-settings.py.
-# The live value is stored in MCPHub appdata/client-token and copied only to
-# /etc/mike-ai/mcphub-client.env on clients.
-MCPHUB_BEARER_TOKEN=REPLACE_WITH_LOCAL_MCPHUB_CLIENT_TOKEN
diff --git a/config/mua-mcp.env.example b/config/mua-mcp.env.example
deleted file mode 100644
index 5a6853e..0000000
--- a/config/mua-mcp.env.example
+++ /dev/null
@@ -1,4 +0,0 @@
-# Root-only auf Athena unter /etc/mike-ai/mua-mcp.env ablegen (Modus 0600).
-# Der echte Bearer-Token gehört niemals ins Git-Repository.
-MUA_MCP_URL=http://192.168.1.2:3002/mcp
-MUA_MCP_BEARER_TOKEN=REPLACE_WITH_MUA_BEARER_TOKEN
diff --git a/config/navidrome-mcp.env.example b/config/navidrome-mcp.env.example
deleted file mode 100644
index 169168d..0000000
--- a/config/navidrome-mcp.env.example
+++ /dev/null
@@ -1,8 +0,0 @@
-# Root-only deployment secret. Copy to /etc/mike-ai/navidrome-mcp.env,
-# replace the two placeholders and chmod 600. Never commit the real file.
-NAVIDROME_URL=http://192.168.1.2:4533
-NAVIDROME_USERNAME=REPLACE_WITH_DEDICATED_USER
-NAVIDROME_PASSWORD=REPLACE_WITH_DEDICATED_PASSWORD
-# Optional: enables seven public Last.fm discovery/recommendation tools.
-# The Last.fm shared secret is not required and must not be stored here.
-LASTFM_API_KEY=
diff --git a/config/unraid-templates/my-ARR-MCP.xml b/config/unraid-templates/my-ARR-MCP.xml
deleted file mode 100644
index 23b9aa3..0000000
--- a/config/unraid-templates/my-ARR-MCP.xml
+++ /dev/null
@@ -1,23 +0,0 @@
-<?xml version="1.0"?>
-<Container version="2">
-  <Name>ARR-MCP</Name>
-  <Repository>mike-ai/arr-mcp:1.1.0</Repository>
-  <Network>bridge</Network>
-  <Shell>sh</Shell>
-  <Privileged>false</Privileged>
-  <Project>https://git.casaderoll.de/michael/AI-Profile-Router</Project>
-  <ReadMe>https://git.casaderoll.de/michael/AI-Profile-Router/src/branch/main/services/arr-mcp/README.md</ReadMe>
-  <Overview>Eigenständiger Sonarr- und Radarr-MCP für Hermes und andere MCP-Clients. Das lokale Image wird reproduzierbar aus dem privaten Git gebaut. Der Container nutzt kompakte, modellfreundliche Werkzeuge, ein begrenztes Codec-Inventar und ticketgebundene Sonarr-Schreibaktionen. Konfiguration und Schlüssel liegen ausschließlich in Unraid-Appdata.</Overview>
-  <Category>AI:</Category>
-  <WebUI/>
-  <TemplateURL>false</TemplateURL>
-  <Icon>https://raw.githubusercontent.com/Sonarr/Sonarr/develop/Logo/256.png</Icon>
-  <ExtraParams>--read-only --cap-drop=ALL --security-opt=no-new-privileges --pids-limit=256 --tmpfs /tmp:rw,noexec,nosuid,nodev,size=64m --env-file=/mnt/nvme-storage/appdata/ARR-MCP/arr-mcp.env</ExtraParams>
-  <PostArgs/>
-  <CPUset/>
-  <DateInstalled/>
-  <DonateText/>
-  <DonateLink/>
-  <Requires>Das lokale Image mike-ai/arr-mcp:1.1.0 muss vorher mit services/arr-mcp/install-on-unraid.sh gebaut worden sein.</Requires>
-  <Config Name="MCP Port" Target="8000" Default="8207" Mode="tcp" Description="Streamable-HTTP-Endpunkt; MCP-URL ist http://UNRAID-IP:8207/mcp." Type="Port" Display="always" Required="true" Mask="false">8207</Config>
-</Container>
diff --git a/config/unraid-templates/my-Hermes-Agent-Official.xml b/config/unraid-templates/my-Hermes-Agent-Official.xml
deleted file mode 100644
index f96e309..0000000
--- a/config/unraid-templates/my-Hermes-Agent-Official.xml
+++ /dev/null
@@ -1,50 +0,0 @@
-<?xml version="1.0"?>
-<Container version="2">
-  <Name>Hermes-Agent</Name>
-  <Repository>nousresearch/hermes-agent:latest</Repository>
-  <Registry>https://hub.docker.com/r/nousresearch/hermes-agent</Registry>
-  <Network>bridge</Network>
-  <MyIP/>
-  <Shell>bash</Shell>
-  <Privileged>false</Privileged>
-  <Support>https://github.com/NousResearch/hermes-agent/issues</Support>
-  <Project>https://hermes-agent.nousresearch.com/</Project>
-  <ReadMe>https://github.com/NousResearch/hermes-agent/blob/main/website/docs/user-guide/docker.md</ReadMe>
-  <Overview>Offizieller Hermes Agent von Nous Research als persistenter Gateway- und Dashboard-Dienst. Dieses Unraid-Template verwendet unverändert das offizielle Image nousresearch/hermes-agent:latest; es enthält keinen Fork und keine eigene Build-Schicht. Sämtliche Konfigurationen, Sitzungen, Skills, Erinnerungen und Zugangsdaten liegen dauerhaft unter /opt/data im Unraid-Appdata.&#13;
-&#13;
-Vor dem ersten Start müssen sichere Werte für API-Key, Dashboard-Passwort und Dashboard-Secret eingetragen werden. Der Container startet den offiziellen Befehl gateway run.&#13;
-&#13;
-Dokumentation: https://hermes-agent.nousresearch.com/docs/user-guide/docker</Overview>
-  <Category>AI:</Category>
-  <WebUI>http://[IP]:[PORT:9119]/</WebUI>
-  <TemplateURL>false</TemplateURL>
-  <Icon>https://raw.githubusercontent.com/NousResearch/hermes-agent/main/web/public/favicon.ico</Icon>
-  <ExtraParams>--shm-size=1g</ExtraParams>
-  <PostArgs>gateway run</PostArgs>
-  <CPUset/>
-  <DateInstalled/>
-  <DonateText/>
-  <DonateLink/>
-  <Requires/>
-
-  <Config Name="Hermes Appdata" Target="/opt/data" Default="/mnt/nvme-storage/appdata/Hermes-Agent" Mode="rw" Description="Einzige persistente Datenquelle: Konfiguration, Schlüssel, Sitzungen, Skills, Erinnerungen, Logs und Arbeitszustand. Wird vom Unraid-Appdata-Backup erfasst." Type="Path" Display="always" Required="true" Mask="false">/mnt/nvme-storage/appdata/Hermes-Agent</Config>
-
-  <Config Name="Gateway/API Port" Target="8642" Default="8642" Mode="tcp" Description="OpenAI-kompatible Hermes Gateway-API und Health-Endpunkt." Type="Port" Display="always" Required="true" Mask="false">8642</Config>
-  <Config Name="Dashboard Port" Target="9119" Default="9119" Mode="tcp" Description="Offizielles Hermes Dashboard und Chat-Oberfläche." Type="Port" Display="always" Required="true" Mask="false">9119</Config>
-
-  <Config Name="Hermes UID" Target="HERMES_UID" Default="10000" Mode="" Description="Offizielle Container-UID. Nur ändern, wenn das Appdata bewusst einer anderen UID gehört." Type="Variable" Display="advanced" Required="true" Mask="false">10000</Config>
-  <Config Name="Hermes GID" Target="HERMES_GID" Default="10000" Mode="" Description="Offizielle Container-GID. Nur ändern, wenn das Appdata bewusst einer anderen GID gehört." Type="Variable" Display="advanced" Required="true" Mask="false">10000</Config>
-
-  <Config Name="API aktivieren" Target="API_SERVER_ENABLED" Default="true" Mode="" Description="Aktiviert die OpenAI-kompatible Gateway-API." Type="Variable" Display="always" Required="true" Mask="false">true</Config>
-  <Config Name="API Bind-Adresse" Target="API_SERVER_HOST" Default="0.0.0.0" Mode="" Description="Im Container auf allen Interfaces lauschen, damit Unraids Portweiterleitung funktioniert." Type="Variable" Display="advanced" Required="true" Mask="false">0.0.0.0</Config>
-  <Config Name="Interner API-Port" Target="API_SERVER_PORT" Default="8642" Mode="" Description="Muss zum Container-Port des Gateway/API-Port-Eintrags passen." Type="Variable" Display="advanced" Required="true" Mask="false">8642</Config>
-  <Config Name="API-Schlüssel" Target="API_SERVER_KEY" Default="" Mode="" Description="Erforderlicher Bearer-Schlüssel für Clients. Mit openssl rand -hex 32 erzeugen und nicht wiederverwenden." Type="Variable" Display="always" Required="true" Mask="true"></Config>
-  <Config Name="API CORS Origins" Target="API_SERVER_CORS_ORIGINS" Default="*" Mode="" Description="Erlaubte Browser-Ursprünge. Im privaten VPN kann * genutzt werden; bei öffentlicher Bereitstellung gezielt einschränken." Type="Variable" Display="advanced" Required="true" Mask="false">*</Config>
-
-  <Config Name="Dashboard aktivieren" Target="HERMES_DASHBOARD" Default="1" Mode="" Description="Startet das offizielle Hermes Dashboard zusammen mit dem Gateway." Type="Variable" Display="always" Required="true" Mask="false">1</Config>
-  <Config Name="Dashboard Bind-Adresse" Target="HERMES_DASHBOARD_HOST" Default="0.0.0.0" Mode="" Description="Im Container auf allen Interfaces lauschen, damit Unraids Portweiterleitung funktioniert." Type="Variable" Display="advanced" Required="true" Mask="false">0.0.0.0</Config>
-  <Config Name="Interner Dashboard-Port" Target="HERMES_DASHBOARD_PORT" Default="9119" Mode="" Description="Muss zum Container-Port des Dashboard-Port-Eintrags passen." Type="Variable" Display="advanced" Required="true" Mask="false">9119</Config>
-  <Config Name="Dashboard Benutzer" Target="HERMES_DASHBOARD_BASIC_AUTH_USERNAME" Default="admin" Mode="" Description="Benutzername für die Dashboard-Anmeldung." Type="Variable" Display="always" Required="true" Mask="false">admin</Config>
-  <Config Name="Dashboard Passwort" Target="HERMES_DASHBOARD_BASIC_AUTH_PASSWORD" Default="" Mode="" Description="Eigenes starkes Passwort; absichtlich ohne unsicheren Standardwert." Type="Variable" Display="always" Required="true" Mask="true"></Config>
-  <Config Name="Dashboard Session-Secret" Target="HERMES_DASHBOARD_BASIC_AUTH_SECRET" Default="" Mode="" Description="Separates zufälliges Secret für Dashboard-Sitzungen. Mit openssl rand -hex 32 erzeugen." Type="Variable" Display="always" Required="true" Mask="true"></Config>
-</Container>
diff --git a/config/unraid-templates/my-MCPHub.xml b/config/unraid-templates/my-MCPHub.xml
deleted file mode 100644
index 58336e9..0000000
--- a/config/unraid-templates/my-MCPHub.xml
+++ /dev/null
@@ -1,38 +0,0 @@
-<?xml version="1.0"?>
-<Container version="2">
-  <Name>MCPHub</Name>
-  <Repository>casaderoll/mcphub:1.2.5</Repository>
-  <Registry>https://hub.docker.com/r/samanhappy/mcphub</Registry>
-  <Network>bridge</Network>
-  <MyIP/>
-  <MyMAC/>
-  <Shell>sh</Shell>
-  <Privileged>false</Privileged>
-  <Support>https://github.com/samanhappy/mcphub/issues</Support>
-  <Project>https://github.com/samanhappy/mcphub</Project>
-  <ReadMe>https://github.com/samanhappy/mcphub#readme</ReadMe>
-  <Overview>Zentrale MCP-Verwaltung mit Weboberfläche. Das lokale CasaDeRoll-Image basiert reproduzierbar auf MCPHub 1.0.32 und enthält die versionierten ARR-, Navidrome-, GitHub- und FritzBox-Laufzeiten. Zusätzliche portable MCPs liegen updatefest im gemounteten Appdata-Verzeichnis und benötigen keinen Image-Neubau. Home Assistant, MUA und der Athena Operator werden als vorhandene HTTP-MCPs eingebunden. Einzelne Server bleiben unter /mcp/NAME getrennt sichtbar und schaltbar. Hermes nutzt für allgemeine Webrecherche seine eingebauten Werkzeuge.&#13;
-&#13;
-Weboberfläche: http://[IP]:[PORT:3000]/&#13;
-Benutzer beim ersten Start: admin&#13;
-Wenn kein Admin-Passwort eingetragen wird, erzeugt MCPHub eines und schreibt es ins Containerprotokoll.</Overview>
-  <Category>Tools:Utilities AI:</Category>
-  <WebUI>http://[IP]:[PORT:3000]/</WebUI>
-  <TemplateURL/>
-  <Icon>https://github.com/samanhappy.png</Icon>
-  <ExtraParams>--restart=unless-stopped</ExtraParams>
-  <PostArgs/>
-  <CPUset/>
-  <DateInstalled>0</DateInstalled>
-  <DonateText/>
-  <DonateLink/>
-  <Requires/>
-  <Config Name="WebUI und MCP Port" Target="3000" Default="8787" Mode="tcp" Description="Weboberfläche und MCP-Endpunkte. Beispiel: http://UNRAID-IP:8787/mcp" Type="Port" Display="always" Required="true" Mask="false">8787</Config>
-  <Config Name="Persistente Daten" Target="/app/data" Default="/mnt/nvme-storage/appdata/MCPHub" Mode="rw" Description="Benutzer, Einstellungen, Serverdefinitionen, Schlüssel und Laufzeitstatus. Dieses Verzeichnis wird vom Unraid-Appdata-Backup erfasst." Type="Path" Display="always" Required="true" Mask="false">/mnt/nvme-storage/appdata/MCPHub</Config>
-  <Config Name="MCP-Konfigurationen" Target="/run/secrets/mcphub" Default="/mnt/nvme-storage/appdata/MCPHub/secrets" Mode="ro" Description="Lokale API-Zugänge der verwalteten MCP-Unterprozesse. Das Verzeichnis ist nur im Container lesbar und wird vom Appdata-Backup erfasst." Type="Path" Display="always" Required="true" Mask="false">/mnt/nvme-storage/appdata/MCPHub/secrets</Config>
-  <Config Name="Admin-Passwort" Target="ADMIN_PASSWORD" Default="" Mode="" Description="Optional vor dem ersten Start setzen. Leer lassen erzeugt ein Zufallspasswort, das im Containerprotokoll angezeigt wird." Type="Variable" Display="always" Required="false" Mask="true"></Config>
-  <Config Name="Node-Umgebung" Target="NODE_ENV" Default="production" Mode="" Description="Produktionsmodus für MCPHub." Type="Variable" Display="advanced" Required="true" Mask="false">production</Config>
-  <Config Name="Anfrage-Timeout" Target="REQUEST_TIMEOUT" Default="120000" Mode="" Description="Zeitlimit für MCP-Aufrufe in Millisekunden." Type="Variable" Display="advanced" Required="true" Mask="false">120000</Config>
-  <Config Name="Zeitzone" Target="TZ" Default="Europe/Berlin" Mode="" Description="Lokale Zeitzone für Protokolle und Zeitangaben." Type="Variable" Display="advanced" Required="true" Mask="false">Europe/Berlin</Config>
-  <TailscaleStateDir/>
-</Container>
diff --git a/dev/test_hass_mcp_yaml_guard.py b/dev/test_hass_mcp_yaml_guard.py
deleted file mode 100644
index 48ff617..0000000
--- a/dev/test_hass_mcp_yaml_guard.py
+++ /dev/null
@@ -1,91 +0,0 @@
-#!/usr/bin/env python3
-"""Dependency-free safety checks for the hass_mcp YAML overlay."""
-
-from __future__ import annotations
-
-import importlib.util
-import pathlib
-import sys
-import types
-
-
-def module(name: str, **attributes):
-    value = types.ModuleType(name)
-    for key, item in attributes.items():
-        setattr(value, key, item)
-    sys.modules[name] = value
-    return value
-
-
-class ToolError(Exception):
-    pass
-
-
-def decorator(**_kwargs):
-    return lambda function: function
-
-
-module("homeassistant")
-module("homeassistant.core", HomeAssistant=object)
-module("homeassistant.util", slugify=lambda value: str(value).lower().replace(" ", "_"))
-module("guarded")
-module("guarded.tools")
-module("guarded.identity", user_context=lambda: None)
-module("guarded.protocol", ToolError=ToolError, internal_error=lambda message, error: RuntimeError(f"{message}: {error}"))
-module(
-    "guarded.registry",
-    LIMIT_FIELD={"type": "integer"},
-    OFFSET_FIELD={"type": "integer"},
-    paginate=lambda items, limit, offset: {"items": items[offset : offset + limit]},
-    schema=lambda **kwargs: kwargs,
-    tool=decorator,
-)
-
-source = pathlib.Path(__file__).parents[1] / "platform/mcp/patches/hass_mcp/yaml_config.py"
-spec = importlib.util.spec_from_file_location("guarded.tools.yaml_config", source)
-assert spec and spec.loader
-guard = importlib.util.module_from_spec(spec)
-sys.modules[spec.name] = guard
-spec.loader.exec_module(guard)
-
-assert set(guard._KINDS) == {"automation", "script", "scene", "configuration"}
-assert all("secret" not in filename for filename, _, _ in guard._KINDS.values())
-assert guard._redact_line("api_key: abc") == "api_key: <redacted>"
-assert guard._redact_line("token: abc") == "token: <redacted>"
-assert guard._redact_line("value: !secret private_name") == "value: !secret <redacted-reference>"
-assert guard._redact_line("alias: Safe automation") == "alias: Safe automation"
-
-for sensitive in ("token: abc", "password: abc", "value: !secret private_name"):
-    try:
-        guard._reject_sensitive_replacement(sensitive)
-    except ToolError:
-        pass
-    else:
-        raise AssertionError(f"sensitive replacement was accepted: {sensitive}")
-
-change = guard._change_record("automation", "update", "before", {"id": "demo"})
-preview = guard._preview(change)
-assert preview["changed"] is False
-assert preview["confirmation_required"] is True
-guard._consume_ticket(change, preview["approval_ticket"])
-try:
-    guard._consume_ticket(change, preview["approval_ticket"])
-except ToolError:
-    pass
-else:
-    raise AssertionError("one-time approval ticket was reusable")
-
-other = guard._change_record("automation", "update", "different", {"id": "demo"})
-ticket = guard._preview(change)["approval_ticket"]
-try:
-    guard._consume_ticket(other, ticket)
-except ToolError:
-    pass
-else:
-    raise AssertionError("ticket accepted a different current file fingerprint")
-
-diff = guard._source_diff("automations.yaml", "a\nb\n", "a\nc\n")
-assert any("-b" in line for line in diff)
-assert any("+c" in line for line in diff)
-
-print("hass_mcp_yaml_guard_tests=ok")
diff --git a/dev/test_mcp_registry.py b/dev/test_mcp_registry.py
deleted file mode 100644
index 2158753..0000000
--- a/dev/test_mcp_registry.py
+++ /dev/null
@@ -1,106 +0,0 @@
-#!/usr/bin/env python3
-"""Tests for the single declarative MCP client registry."""
-
-from __future__ import annotations
-
-import importlib.util
-import json
-import sqlite3
-import tempfile
-import unittest
-from pathlib import Path
-
-
-ROOT = Path(__file__).parents[1]
-SOURCE = ROOT / "platform/mcp/sync-clients.py"
-
-
-def load_module():
-    spec = importlib.util.spec_from_file_location("sync_clients", SOURCE)
-    module = importlib.util.module_from_spec(spec)
-    assert spec.loader
-    spec.loader.exec_module(module)
-    return module
-
-
-class RegistryTests(unittest.TestCase):
-    def setUp(self):
-        self.module = load_module()
-        self.temp = tempfile.TemporaryDirectory()
-        self.root = Path(self.temp.name)
-        self.registry = self.root / "registry.json"
-        self.registry.write_text(json.dumps({"version": 1, "servers": [{
-            "id": "one", "name": "One", "description": "Test", "url": "http://one/mcp",
-            "clients": ["hermes", "openwebui"], "timeout": 123,
-        }]}))
-
-    def tearDown(self):
-        self.temp.cleanup()
-
-    def test_same_registry_generates_both_clients(self):
-        items = self.module.active(self.registry, "hermes")
-        block = self.module.hermes_block(items)
-        self.assertIn("one:", block)
-        db = self.root / "webui.db"
-        con = sqlite3.connect(db)
-        con.execute("create table config (key text primary key, value text, updated_at integer)")
-        con.commit(); con.close()
-        self.module.update_openwebui(db, self.module.active(self.registry, "openwebui"))
-        con = sqlite3.connect(db)
-        value = json.loads(con.execute("select value from config where key='tool_server.connections'").fetchone()[0])
-        con.close()
-        self.assertEqual(value[0]["info"]["id"], "one")
-
-    def test_old_platform_context_registration_is_removed(self):
-        db = self.root / "webui.db"
-        con = sqlite3.connect(db)
-        con.execute("create table config (key text primary key, value text, updated_at integer)")
-        con.execute("insert into config values (?,?,?)", ("tool_server.connections", json.dumps([
-            {"info": {"id": "athena-platform"}, "url": "http://old/mcp"},
-            {"info": {"id": "unmanaged"}, "url": "http://keep/mcp"},
-        ]), 0))
-        con.commit(); con.close()
-        self.module.update_openwebui(db, self.module.active(self.registry, "openwebui"))
-        con = sqlite3.connect(db)
-        ids = [item["info"]["id"] for item in json.loads(con.execute("select value from config where key='tool_server.connections'").fetchone()[0])]
-        con.close()
-        self.assertEqual(ids, ["unmanaged", "one"])
-
-    def test_production_registry_has_unique_ids_and_fritzbox(self):
-        document = json.loads((ROOT / "config/mcp-registry.json").read_text())
-        ids = [item["id"] for item in document["servers"]]
-        hermes_ids = [
-            item.get("hermes_id", item["id"])
-            for item in document["servers"] if "hermes" in item.get("clients", [])
-        ]
-        self.assertEqual(len(ids), len(set(ids)))
-        self.assertEqual(len(hermes_ids), len(set(hermes_ids)))
-        fritz = next(item for item in document["servers"] if item["id"] == "fritzbox-local")
-        self.assertEqual(fritz["hub"]["type"], "stdio")
-        self.assertIn("fritz-mcp", fritz["hub"]["args"][-1])
-        self.assertEqual(len(fritz["tool_include"]), 4)
-
-    def test_hermes_tool_filter_is_generated(self):
-        item = {
-            "id": "wide", "name": "Wide", "description": "Test",
-            "url": "http://wide/mcp", "clients": ["hermes"],
-            "tool_include": ["list", "describe", "call"],
-        }
-        block = self.module.hermes_block([item])
-        self.assertIn("    tools:\n      include:", block)
-        self.assertIn('        - "describe"', block)
-
-    def test_raw_mcphub_token_can_replace_host_specific_env_file(self):
-        item = {
-            "id": "hub", "name": "Hub", "description": "Test",
-            "url": "http://hub/mcp/test", "clients": ["hermes"],
-            "env_file": "/missing/client.env",
-            "key_env": "MCPHUB_BEARER_TOKEN",
-        }
-        self.module.CLIENT_TOKEN = "local-token"
-        self.assertTrue(self.module.enabled(item))
-        self.assertEqual(self.module.resolved(item), ("http://hub/mcp/test", "local-token"))
-
-
-if __name__ == "__main__":
-    unittest.main()
diff --git a/dev/test_mcphub_deploy_extension.py b/dev/test_mcphub_deploy_extension.py
deleted file mode 100644
index 4bb718e..0000000
--- a/dev/test_mcphub_deploy_extension.py
+++ /dev/null
@@ -1,91 +0,0 @@
-from __future__ import annotations
-
-import argparse
-import hashlib
-import importlib.util
-import json
-import pathlib
-import tempfile
-import unittest
-
-
-SOURCE = pathlib.Path(__file__).parents[1] / "platform/mcphub/deploy-extension.py"
-SPEC = importlib.util.spec_from_file_location("deploy_extension", SOURCE)
-assert SPEC and SPEC.loader
-deploy = importlib.util.module_from_spec(SPEC)
-SPEC.loader.exec_module(deploy)
-
-
-class DeployExtensionTest(unittest.TestCase):
-    def setUp(self) -> None:
-        self.temp = tempfile.TemporaryDirectory()
-        self.root = pathlib.Path(self.temp.name)
-        self.appdata = self.root / "appdata"
-        self.work = self.appdata / "work/example"
-        self.secrets = self.root / "secrets"
-        self.registry = self.appdata / "config/mcp-registry.json"
-        self.work.mkdir(parents=True)
-        self.secrets.mkdir()
-        self.registry.parent.mkdir(parents=True)
-        self.registry.write_text('{"version":1,"servers":[]}\n')
-        artifact = self.work / "index.js"
-        artifact.write_text("console.log('ok')\n")
-        digest = hashlib.sha256(artifact.read_bytes()).hexdigest()
-        self.manifest = self.work / "manifest.json"
-        self.manifest.write_text(json.dumps({
-            "server": {
-                "id": "example", "hermes_id": "example", "name": "Example",
-                "description": "Example MCP", "url": "http://host/mcp/example",
-                "clients": ["hermes"],
-                "deployment": {
-                    "required_env": ["EXAMPLE_TOKEN"],
-                    "required_files": ["example-config.toml"],
-                },
-                "hub": {
-                    "type": "stdio", "secret_file": "example.env",
-                    "command": "node", "args": ["/app/data/extensions/example/index.js"],
-                    "enabled": True,
-                },
-            },
-            "artifacts": [{
-                "source": str(artifact), "path": "index.js",
-                "sha256": digest, "mode": "0644",
-            }],
-        }))
-
-    def tearDown(self) -> None:
-        self.temp.cleanup()
-
-    def args(self, **extra: object) -> argparse.Namespace:
-        values = {
-            "appdata": self.appdata, "registry": self.registry,
-            "secrets": self.secrets, "manifest": self.manifest, "id": "example",
-            "skip_api": True,
-        }
-        values.update(extra)
-        return argparse.Namespace(**values)
-
-    def registered(self) -> dict:
-        return json.loads(self.registry.read_text())["servers"][0]
-
-    def test_missing_secret_forces_disabled_and_unpublished(self) -> None:
-        deploy.stage(self.args())
-        server = self.registered()
-        self.assertFalse(server["hub"]["enabled"])
-        self.assertEqual(server["clients"], [])
-        self.assertTrue((self.appdata / "extensions/example/index.js").is_file())
-        with self.assertRaises(SystemExit):
-            deploy.set_enabled(self.args(), True)
-
-    def test_complete_secret_allows_activation(self) -> None:
-        (self.secrets / "example.env").write_text("EXAMPLE_TOKEN=value\n")
-        (self.secrets / "example-config.toml").write_text("account = 'example'\n")
-        deploy.stage(self.args())
-        deploy.set_enabled(self.args(), True)
-        server = self.registered()
-        self.assertTrue(server["hub"]["enabled"])
-        self.assertEqual(server["clients"], ["hermes"])
-
-
-if __name__ == "__main__":
-    unittest.main()
diff --git a/dev/test_mcphub_git_installer.py b/dev/test_mcphub_git_installer.py
deleted file mode 100644
index a3896cb..0000000
--- a/dev/test_mcphub_git_installer.py
+++ /dev/null
@@ -1,131 +0,0 @@
-from __future__ import annotations
-
-import importlib.util
-import json
-import pathlib
-import sys
-import tempfile
-import unittest
-from unittest import mock
-
-
-SOURCE = pathlib.Path(__file__).parents[1] / "platform/mcphub/mcphub_git_installer.py"
-SPEC = importlib.util.spec_from_file_location("mcphub_git_installer", SOURCE)
-assert SPEC and SPEC.loader
-installer = importlib.util.module_from_spec(SPEC)
-sys.modules[SPEC.name] = installer
-SPEC.loader.exec_module(installer)
-
-
-class GitInstallerTest(unittest.TestCase):
-    def setUp(self) -> None:
-        self.temp = tempfile.TemporaryDirectory()
-        self.root = pathlib.Path(self.temp.name)
-        self.appdata = self.root / "appdata"
-        self.secrets = self.root / "secrets"
-        self.secrets.mkdir()
-        self.commits = iter(["a" * 40, "b" * 40, "c" * 40])
-
-    def tearDown(self) -> None:
-        self.temp.cleanup()
-
-    def spec(self, **values: object):
-        data = {
-            "name": "example",
-            "repository": "https://github.com/example/mcp",
-            "ref": "main",
-            "runtime": "python",
-            "entrypoint": "example-mcp",
-            "arguments": ("--stdio",),
-            "required_env": ("EXAMPLE_TOKEN",),
-        }
-        data.update(values)
-        return installer.GitInstallSpec(**data)
-
-    def clone(self, _spec, destination: pathlib.Path) -> str:
-        destination.mkdir(parents=True, exist_ok=True)
-        (destination / "pyproject.toml").write_text("[project]\nname='example'\n")
-        return next(self.commits)
-
-    @staticmethod
-    def clone_same(_spec, destination: pathlib.Path) -> str:
-        destination.mkdir(parents=True, exist_ok=True)
-        (destination / "pyproject.toml").write_text("[project]\nname='example'\n")
-        return "a" * 40
-
-    @staticmethod
-    def build(_source: pathlib.Path, release: pathlib.Path, _entrypoint: str) -> list[str]:
-        release.mkdir(parents=True)
-        executable = release / ".venv/bin/example-mcp"
-        executable.parent.mkdir(parents=True)
-        executable.write_text("ok")
-        return [str(executable)]
-
-    def test_install_is_disabled_and_reports_only_missing_key_names(self) -> None:
-        with mock.patch.object(installer, "_clone", self.clone), mock.patch.object(
-            installer, "_python_release", self.build
-        ):
-            result = installer.prepare_release(self.spec(), self.appdata, self.secrets)
-        self.assertFalse(result["config"]["enabled"])
-        self.assertFalse(result["credentials_ready"])
-        self.assertEqual(result["missing_env"], ["EXAMPLE_TOKEN"])
-        self.assertEqual(result["config"]["command"], "/usr/local/bin/run-with-env")
-        self.assertEqual(result["config"]["args"][-1], "--stdio")
-
-    def test_same_release_reuses_build_without_duplicating_arguments(self) -> None:
-        with mock.patch.object(installer, "_clone", self.clone_same), mock.patch.object(
-            installer, "_python_release", side_effect=self.build
-        ) as build:
-            first = installer.prepare_release(self.spec(), self.appdata, self.secrets)
-            second = installer.prepare_release(self.spec(), self.appdata, self.secrets)
-        self.assertEqual(build.call_count, 1)
-        self.assertEqual(first["config"]["args"], second["config"]["args"])
-        self.assertEqual(second["config"]["args"].count("--stdio"), 1)
-
-    def test_update_and_rollback_preserve_both_releases(self) -> None:
-        with mock.patch.object(installer, "_clone", self.clone), mock.patch.object(
-            installer, "_python_release", self.build
-        ):
-            first = installer.prepare_release(self.spec(), self.appdata, self.secrets)
-            second = installer.prepare_release(self.spec(ref="v2"), self.appdata, self.secrets)
-        self.assertEqual(second["previous_release"], first["release"])
-        rolled = installer.rollback_release("example", self.appdata)
-        self.assertEqual(rolled["release"], first["release"])
-        self.assertEqual(installer.current_release("example", self.appdata, self.secrets)["release"], first["release"])
-
-    def test_failed_update_leaves_previous_state_current(self) -> None:
-        with mock.patch.object(installer, "_clone", self.clone), mock.patch.object(
-            installer, "_python_release", self.build
-        ):
-            first = installer.prepare_release(self.spec(), self.appdata, self.secrets)
-        with mock.patch.object(installer, "_clone", self.clone), mock.patch.object(
-            installer, "_python_release", side_effect=installer.GitInstallError("build failed")
-        ):
-            with self.assertRaises(installer.GitInstallError):
-                installer.prepare_release(self.spec(ref="broken"), self.appdata, self.secrets)
-        current = installer.current_release("example", self.appdata, self.secrets)
-        self.assertEqual(current["release"], first["release"])
-
-    def test_registry_updates_only_matching_server(self) -> None:
-        registry = self.appdata / "config/mcp-registry.json"
-        registry.parent.mkdir(parents=True)
-        registry.write_text(json.dumps({"version": 1, "servers": [{"id": "keep", "hermes_id": "keep"}]}))
-        result = {
-            "name": "example", "repository": "https://github.com/example/mcp.git",
-            "requested_ref": "main", "commit": "a" * 40, "release": "a" * 12,
-            "required_env": [], "secret_file": None,
-            "config": {"type": "stdio", "command": "example", "args": [], "enabled": False},
-        }
-        installer.update_registry(registry, installer.registry_entry(result, "Example"))
-        servers = json.loads(registry.read_text())["servers"]
-        self.assertEqual({item["id"] for item in servers}, {"keep", "example-local"})
-
-    def test_rejects_non_github_and_escaping_subdirectory(self) -> None:
-        with self.assertRaises(installer.GitInstallError):
-            installer.normalize_spec(self.spec(repository="https://evil.example/repo"))
-        with self.assertRaises(installer.GitInstallError):
-            installer.normalize_spec(self.spec(subdirectory="../escape"))
-
-
-if __name__ == "__main__":
-    unittest.main()
diff --git a/dev/test_mcphub_settings.py b/dev/test_mcphub_settings.py
deleted file mode 100644
index c4629e1..0000000
--- a/dev/test_mcphub_settings.py
+++ /dev/null
@@ -1,94 +0,0 @@
-#!/usr/bin/env python3
-"""Regression tests for declarative, update-safe MCPHub settings."""
-
-from __future__ import annotations
-
-import importlib.util
-import json
-import os
-import tempfile
-import unittest
-from pathlib import Path
-
-
-ROOT = Path(__file__).parents[1]
-SOURCE = ROOT / "platform/mcphub/configure-settings.py"
-
-
-def load_module():
-    spec = importlib.util.spec_from_file_location("configure_settings", SOURCE)
-    module = importlib.util.module_from_spec(spec)
-    assert spec.loader
-    spec.loader.exec_module(module)
-    return module
-
-
-class MCPHubSettingsTests(unittest.TestCase):
-    def setUp(self):
-        self.module = load_module()
-        self.temp = tempfile.TemporaryDirectory()
-        self.root = Path(self.temp.name)
-        self.secrets = self.root / "secrets"
-        self.secrets.mkdir()
-        (self.secrets / "remote.env").write_text(
-            "REMOTE_URL=http://example.test/mcp\nTOKEN=secret-value\n",
-            encoding="utf-8",
-        )
-        self.registry = self.root / "registry.json"
-        self.registry.write_text(json.dumps({
-            "version": 1,
-            "servers": [
-                {
-                    "id": "remote-local",
-                    "hermes_id": "remote",
-                    "hub": {
-                        "type": "streamable-http",
-                        "secret_file": "remote.env",
-                        "url": "${REMOTE_URL}",
-                        "headers": {"Authorization": "Bearer ${TOKEN}"},
-                        "enabled": True,
-                    },
-                },
-                {"id": "client-only", "url": "http://unused/mcp"},
-            ],
-        }), encoding="utf-8")
-
-    def tearDown(self):
-        self.temp.cleanup()
-
-    def test_registry_renders_only_hub_servers_and_expands_secrets(self):
-        servers = self.module.registry_servers(self.registry, self.secrets, {})
-        self.assertEqual(list(servers), ["remote"])
-        self.assertEqual(servers["remote"]["url"], "http://example.test/mcp")
-        self.assertEqual(
-            servers["remote"]["headers"]["Authorization"],
-            "Bearer secret-value",
-        )
-
-    def test_existing_enabled_toggle_survives_reconciliation(self):
-        servers = self.module.registry_servers(
-            self.registry, self.secrets, {"remote": {"enabled": False}}
-        )
-        self.assertFalse(servers["remote"]["enabled"])
-
-    def test_missing_secret_fails_closed(self):
-        os.unlink(self.secrets / "remote.env")
-        with self.assertRaises(SystemExit):
-            self.module.registry_servers(self.registry, self.secrets, {})
-
-    def test_hermes_group_is_recoverable_and_bounded(self):
-        settings = {"groups": [{"id": "keep", "name": "other", "servers": []}]}
-        self.module.ensure_hermes_group(settings)
-        self.module.ensure_hermes_group(settings)
-        groups = settings["groups"]
-        self.assertEqual(len([group for group in groups if group["name"] == "hermes"]), 1)
-        hermes = next(group for group in groups if group["name"] == "hermes")
-        fritzbox = next(item for item in hermes["servers"] if item["name"] == "fritzbox")
-        self.assertEqual(
-            fritzbox["tools"],
-            ["list_services", "list_actions", "describe_action", "call_action"],
-        )
-
-
-if __name__ == "__main__":
-    unittest.main()
diff --git a/dev/test_openwebui_filters.py b/dev/test_openwebui_filters.py
deleted file mode 100644
index 9f5710f..0000000
--- a/dev/test_openwebui_filters.py
+++ /dev/null
@@ -1,616 +0,0 @@
-#!/usr/bin/env python3
-"""Offline tests for the versioned OpenWebUI filters.
-
-The production container provides pydantic.  A tiny local stand-in keeps these
-logic tests dependency-free and prevents test setup from reaching the network.
-"""
-
-from __future__ import annotations
-
-import importlib.util
-import json
-import sys
-import tempfile
-import types
-import unittest
-from pathlib import Path
-
-
-class _BaseModel:
-    def __init__(self, **values):
-        annotations = {}
-        for base in reversed(type(self).__mro__):
-            annotations.update(getattr(base, "__annotations__", {}))
-        for name in annotations:
-            setattr(self, name, values.get(name, getattr(type(self), name, None)))
-
-
-fake_pydantic = types.ModuleType("pydantic")
-fake_pydantic.BaseModel = _BaseModel
-fake_pydantic.Field = lambda default=None, **kwargs: default
-sys.modules.setdefault("pydantic", fake_pydantic)
-
-FILTER_DIR = Path(__file__).parents[1] / "platform" / "openwebui" / "filters"
-ACTION_DIR = Path(__file__).parents[1] / "platform" / "openwebui" / "actions"
-
-
-def _load(name: str):
-    spec = importlib.util.spec_from_file_location(name, FILTER_DIR / f"{name}.py")
-    module = importlib.util.module_from_spec(spec)
-    assert spec.loader is not None
-    spec.loader.exec_module(module)
-    return module
-
-
-def _load_action(name: str):
-    spec = importlib.util.spec_from_file_location(name, ACTION_DIR / f"{name}.py")
-    module = importlib.util.module_from_spec(spec)
-    assert spec.loader is not None
-    spec.loader.exec_module(module)
-    return module
-
-
-class StabilityGuardTests(unittest.IsolatedAsyncioTestCase):
-    async def asyncSetUp(self):
-        self.module = _load("stability_guard")
-        self.guard = self.module.Filter()
-
-    async def test_large_tool_output_is_bounded(self):
-        body = {
-            "model": "qwen-fast",
-            "messages": [
-                {"role": "user", "content": "Prüfe das Log."},
-                {"role": "tool", "tool_call_id": "x", "content": "A" * 50000},
-            ],
-        }
-        result = await self.guard.inlet(body)
-        content = result["messages"][1]["content"]
-        self.assertLessEqual(len(content), self.guard.valves.max_single_tool_chars)
-        self.assertIn("Werkzeugausgabe gekürzt", content)
-
-    async def test_uncensored_uses_its_80k_context_limit(self):
-        self.assertEqual(
-            self.guard._context_limit("mikeai-uncensored"),
-            self.guard.valves.uncensored_context_tokens,
-        )
-
-    async def test_duplicate_calls_disable_tools(self):
-        call = {
-            "id": "call",
-            "type": "function",
-            "function": {"name": "search", "arguments": '{"q":"same"}'},
-        }
-        body = {
-            "model": "qwen-fast",
-            "tools": [{"type": "function", "function": {"name": "search"}}],
-            "tool_ids": ["server:mcp:web"],
-            "messages": [
-                {"role": "user", "content": "Suche genau einmal."},
-                {"role": "assistant", "tool_calls": [call]},
-                {"role": "tool", "tool_call_id": "1", "content": "nichts"},
-                {"role": "assistant", "tool_calls": [call]},
-                {"role": "tool", "tool_call_id": "2", "content": "nichts"},
-                {"role": "assistant", "tool_calls": [call]},
-            ],
-        }
-        result = await self.guard.inlet(body)
-        self.assertEqual(result["tools"], [])
-        self.assertEqual(result["tool_ids"], [])
-        self.assertIn("Weitere Werkzeugaufrufe", result["messages"][0]["content"])
-
-    async def test_old_context_is_compacted_before_current_turn(self):
-        self.guard.valves.default_context_tokens = 10000
-        self.guard.valves.hard_context_ratio = 0.8
-        self.guard.valves.reserved_output_tokens = 1000
-        body = {
-            "model": "unknown",
-            "messages": [
-                {"role": "system", "content": "Sicher arbeiten."},
-                {"role": "user", "content": "alt " * 15000},
-                {"role": "assistant", "content": "altantwort " * 8000},
-                {"role": "tool", "tool_call_id": "old", "content": "log " * 20000},
-                {"role": "user", "content": "Aktuelle wichtige Frage"},
-            ],
-        }
-        result = await self.guard.inlet(body)
-        self.assertEqual(result["messages"][-1]["content"], "Aktuelle wichtige Frage")
-        self.assertLess(len(result["messages"][1]["content"]), 3000)
-
-    async def test_private_csv_disables_web_and_requires_local_table_analysis(self):
-        body = {
-            "model": "qwen-fast",
-            "features": {"web_search": True, "code_interpreter": True},
-            "tool_ids": ["server:mcp:web-local", "server:mcp:arr-local"],
-            "tools": [
-                {"type": "function", "function": {"name": "search_web"}},
-                {"type": "function", "function": {"name": "execute_code"}},
-            ],
-            "metadata": {"files": [{"name": "private-bank.csv"}]},
-            "messages": [
-                {"role": "user", "content": "Sortiere Ein- und Ausgänge."},
-            ],
-        }
-        result = await self.guard.inlet(body)
-        self.assertEqual(result["tool_ids"], [])
-        self.assertFalse(result["features"]["web_search"])
-        self.assertTrue(result["features"]["code_interpreter"])
-        self.assertEqual(
-            [tool["function"]["name"] for tool in result["tools"]],
-            ["execute_code"],
-        )
-        self.assertIn("private table rule", result["messages"][0]["content"])
-        self.assertIn("sep=None", result["messages"][0]["content"])
-        self.assertIn("delimiter", result["messages"][0]["content"])
-
-    async def test_private_csv_is_detected_from_user_text_without_metadata(self):
-        body = {
-            "model": "qwen-fast",
-            "tools": [
-                {"type": "function", "function": {"name": "search_web"}},
-                {"type": "function", "function": {"name": "execute_code"}},
-            ],
-            "messages": [
-                {"role": "user", "content": "Werte bitte diese CSV meines Bankkontos aus."},
-            ],
-        }
-        result = await self.guard.inlet(body)
-        self.assertEqual(
-            [tool["function"]["name"] for tool in result["tools"]],
-            ["execute_code"],
-        )
-
-    async def test_private_csv_stops_before_openwebui_hard_tool_limit(self):
-        calls = []
-        for index in range(8):
-            calls.extend(
-                [
-                    {
-                        "role": "assistant",
-                        "tool_calls": [
-                            {
-                                "function": {
-                                    "name": "execute_code",
-                                    "arguments": '{"code":"step %d"}' % index,
-                                }
-                            }
-                        ],
-                    },
-                    {"role": "tool", "content": "ok", "tool_call_id": str(index)},
-                ]
-            )
-        body = {
-            "model": "qwen-fast",
-            "tools": [
-                {"type": "function", "function": {"name": "execute_code"}},
-            ],
-            "messages": [
-                {"role": "user", "content": "Werte diese CSV aus."},
-                *calls,
-            ],
-        }
-        result = await self.guard.inlet(body)
-        self.assertEqual(result["tools"], [])
-        self.assertIn("vorhandenen Ergebnisse", result["messages"][0]["content"])
-
-
-class AutoToolSelectorTests(unittest.IsolatedAsyncioTestCase):
-    async def asyncSetUp(self):
-        self.module = _load("auto_tool_selector")
-        self.selector = self.module.Filter()
-
-    async def _select(self, prompt: str, existing=None):
-        body = {
-            "model": "mikeai-medium",
-            "messages": [{"role": "user", "content": prompt}],
-        }
-        if existing is not None:
-            body["tool_ids"] = existing
-        return await self.selector.inlet(body)
-
-    async def test_homeassistant_is_selected_for_room_temperature(self):
-        result = await self._select("Wie warm ist es gerade in der Küche?")
-        self.assertEqual(
-            result["tool_ids"], ["server:mcp:homeassistant-local"]
-        )
-        self.assertIn("Never call ha_list_states merely", result["messages"][0]["content"])
-        self.assertIn("Never infer an automation entity_id", result["messages"][0]["content"])
-
-    async def test_hyphenated_homeassistant_and_tool_name_are_selected(self):
-        result = await self._select(
-            "Führe einen Home-Assistant-Test aus und nutze ha_list_states genau einmal."
-        )
-        self.assertEqual(result["tool_ids"], ["server:mcp:homeassistant-local"])
-
-    async def test_general_web_is_available_without_site_specific_rules(self):
-        result = await self._select("Erkläre mir kurz, wie ein Fahrrad funktioniert.")
-        self.assertTrue(result["features"]["web_search"])
-        self.assertTrue(result["metadata"]["features"]["web_search"])
-        self.assertNotIn("tool_ids", result)
-
-    async def test_weather_gets_native_web_and_compact_fallback(self):
-        result = await self._select("Soll es heute in Rastatt regnen?")
-        self.assertEqual(result["tool_ids"], ["server:mcp:web-general-local"])
-
-    async def test_youtube_channel_question_gets_general_web_fallback(self):
-        result = await self._select(
-            "Welches Video steht aktuell oben auf dem YouTube-Kanal The Proper People?"
-        )
-        self.assertEqual(result["tool_ids"], ["server:mcp:web-general-local"])
-
-    async def test_unraid_uses_readonly_not_mua(self):
-        result = await self._select(
-            "Welche Docker-Container laufen aktuell auf Unraid?"
-        )
-        self.assertEqual(
-            result["tool_ids"], ["server:mcp:mua-readonly-local"]
-        )
-        self.assertNotIn("server:mcp:mua", result["tool_ids"])
-        self.assertIn("bounded evidence ladder", result["messages"][0]["content"])
-        self.assertIn("Do not dump complete configuration files", result["messages"][0]["content"])
-
-    async def test_explicit_unraid_update_gets_read_and_management_tools(self):
-        result = await self._select(
-            "Prüfe auf Unraid alle Docker-Updates, führe die Updates durch und kontrolliere danach den Zustand."
-        )
-        self.assertEqual(
-            result["tool_ids"],
-            ["server:mcp:mua-readonly-local", "server:mcp:mua"],
-        )
-        self.assertIn("single batched update workflow", result["messages"][0]["content"])
-
-    async def test_unraid_update_question_stays_readonly(self):
-        result = await self._select(
-            "Gibt es auf Unraid Updates für Docker-Container? Bitte nur prüfen."
-        )
-        self.assertEqual(
-            result["tool_ids"], ["server:mcp:mua-readonly-local"]
-        )
-
-    async def test_readonly_unraid_media_audit_does_not_attach_admin_or_arr(self):
-        result = await self._select(
-            "Prüfe auf Unraid, welche Folgen meiner Hörspielserie Die drei Fragezeichen fehlen. "
-            "Nur lesen, ohne Downloads, Umbenennungen oder sonstige Änderungen."
-        )
-        self.assertEqual(
-            result["tool_ids"], ["server:mcp:mua-readonly-local"]
-        )
-        self.assertIn("unraid_files_inventory", result["messages"][0]["content"])
-
-    async def test_unraid_media_audit_with_deezer_enables_native_web(self):
-        result = await self._select(
-            "Prüfe auf Unraid, welche Folgen meiner Hörspielserie fehlen, ermittle die "
-            "aktuelle offizielle Liste online und prüfe jede fehlende Folge bei Deezer. "
-            "Nur lesen, ohne Downloads oder Änderungen."
-        )
-        self.assertEqual(
-            result["tool_ids"],
-            ["server:mcp:mua-readonly-local", "server:mcp:web-general-local"],
-        )
-        self.assertTrue(result["features"]["web_search"])
-        self.assertTrue(result["metadata"]["features"]["web_search"])
-        self.assertIn("search_web/fetch_url", result["messages"][0]["content"])
-        self.assertEqual(result["reasoning_effort"], "medium")
-
-    async def test_unraid_media_write_gets_portable_operator_and_web(self):
-        result = await self._select(
-            "Ermittle online das neueste Video, lade es mit yt-dlp auf dem Unraid-Host "
-            "in einen temporären Ordner, konvertiere es mit ffmpeg und lege die fertige "
-            "Datei im Share Transfer ab."
-        )
-        self.assertEqual(
-            result["tool_ids"],
-            [
-                "server:mcp:athena-operator-local",
-                "server:mcp:mua-readonly-local",
-                "server:mcp:mua",
-                "server:mcp:web-general-local",
-            ],
-        )
-        self.assertIn("direct MUA management or shell tool", result["messages"][0]["content"])
-        self.assertIn("Do not ask the user to enable another tool", result["messages"][0]["content"])
-        self.assertIn("start-status-result pattern", result["messages"][0]["content"])
-        self.assertIn("transient-by-default dependency handling", result["messages"][0]["content"])
-        self.assertIn("task-local copy under /tmp", result["messages"][0]["content"])
-        self.assertTrue(result["metadata"]["mikeai_long_operator_task"])
-
-    async def test_generic_remote_host_file_operation_gets_operator(self):
-        result = await self._select(
-            "Führe auf dem Server ein vorhandenes Skript aus und speichere die neue Datei unter /data/export."
-        )
-        self.assertEqual(result["tool_ids"], ["server:mcp:athena-operator-local"])
-        self.assertTrue(result["metadata"]["mikeai_long_operator_task"])
-
-    async def test_readonly_diagnostics_do_not_get_long_operator_budget(self):
-        result = await self._select("Prüfe nur lesend den Zustand von Unraid.")
-        self.assertNotIn("mikeai_long_operator_task", result["metadata"])
-
-    async def test_narrow_safety_clause_does_not_cancel_authorized_unraid_write(self):
-        result = await self._select(
-            "Lade das Video auf dem Unraid-Host herunter, konvertiere es und lege es "
-            "im Transfer-Share ab. Installiere dabei kein Paket dauerhaft und ändere "
-            "keine Unraid-Systemkonfiguration."
-        )
-        self.assertEqual(
-            result["tool_ids"],
-            [
-                "server:mcp:athena-operator-local",
-                "server:mcp:mua-readonly-local",
-                "server:mcp:mua",
-            ],
-        )
-
-    async def test_plain_download_advice_does_not_attach_operator(self):
-        result = await self._select("Erkläre mir, wie ein Browser einen Download technisch durchführt.")
-        self.assertNotIn("tool_ids", result)
-
-    async def test_voice_transcription_variants_select_unraid(self):
-        result = await self._select(
-            "Welche Dacher Contäner laufen aktuell auf dem Anrate Server?"
-        )
-        self.assertEqual(
-            result["tool_ids"], ["server:mcp:mua-readonly-local"]
-        )
-
-    async def test_navidrome_is_selected(self):
-        result = await self._select(
-            "Schau in Navidrome nach ähnlichen Titeln und meiner Playlist."
-        )
-        self.assertEqual(result["tool_ids"], ["server:mcp:navidrome-local"])
-
-    async def test_platform_context_is_selected(self):
-        result = await self._select(
-            "Wie ist der KI-Host Athena aufgebaut und wo liegt der Recovery-Koffer?"
-        )
-        self.assertEqual(result["tool_ids"], ["server:mcp:athena-operator-local"])
-
-    async def test_athena_operator_is_selected_for_platform_work(self):
-        result = await self._select(
-            "Baue und deploye auf Athena einen neuen MCP-Container."
-        )
-        self.assertEqual(
-            result["tool_ids"], ["server:mcp:athena-operator-local"]
-        )
-
-    async def test_mcp_build_from_github_gets_source_and_operator(self):
-        result = await self._select(
-            "Ich möchte hierfür einen MCP bauen: https://github.com/foo/bar"
-        )
-        self.assertEqual(
-            result["tool_ids"],
-            ["server:mcp:github-local", "server:mcp:athena-operator-local"],
-        )
-
-    async def test_existing_unraid_backend_gets_operator_and_runtime_evidence(self):
-        result = await self._select(
-            "Baue aus https://github.com/foo/deemix einen MCP. Deemix läuft bereits als Container auf Unraid; prüfe ihn zuerst."
-        )
-        self.assertEqual(
-            result["tool_ids"],
-            [
-                "server:mcp:github-local",
-                "server:mcp:athena-operator-local",
-                "server:mcp:mua-readonly-local",
-            ],
-        )
-        self.assertIn("integrate or relay", result["messages"][0]["content"])
-
-    async def test_readonly_integration_plan_does_not_attach_unraid_admin(self):
-        result = await self._select(
-            "Analysiere https://github.com/foo/deemix und prüfe den auf Unraid "
-            "laufenden Container und entwirf einen Athena-MCP. Erstelle keinen zweiten Container, ändere nichts "
-            "und lies keine Secrets."
-        )
-        self.assertEqual(
-            result["tool_ids"],
-            [
-                "server:mcp:github-local",
-                "server:mcp:athena-operator-local",
-                "server:mcp:mua-readonly-local",
-            ],
-        )
-
-    async def test_github_and_explicit_web_adds_compact_general_web(self):
-        result = await self._select(
-            "Prüfe dieses GitHub Repository und suche zusätzlich im Netz nach Nutzerstimmen."
-        )
-        self.assertEqual(
-            result["tool_ids"],
-            ["server:mcp:github-local", "server:mcp:web-general-local"],
-        )
-
-    async def test_plain_public_web_request_attaches_general_not_legacy_web(self):
-        result = await self._select(
-            "Suche im Netz auf MakerWorld einen Schlümpfe-Schlüsselanhänger."
-        )
-        self.assertNotIn("server:mcp:web-local", result.get("tool_ids", []))
-        self.assertIn("server:mcp:web-general-local", result.get("tool_ids", []))
-
-    async def test_ebay_research_gets_general_marketplace_protocol(self):
-        result = await self._select(
-            "Suche auf eBay nach einem vollständigen Highscreen 386 PC mit Preis und Versand."
-        )
-        self.assertEqual(result["tool_ids"], ["server:mcp:web-general-local"])
-        self.assertIn("Marketplace research protocol", result["messages"][0]["content"])
-        self.assertIn("roughly three searches and five page fetches", result["messages"][0]["content"])
-        self.assertTrue(result["metadata"]["mikeai_marketplace_research"])
-
-    async def test_generic_marketplace_research_does_not_need_site_rule(self):
-        result = await self._select(
-            "Finde auf einem Marktplatz aktuelle Angebote für einen gebrauchten Synthesizer."
-        )
-        self.assertEqual(result["tool_ids"], ["server:mcp:web-general-local"])
-        self.assertIn("deduplicate by listing URL or item number", result["messages"][0]["content"])
-        self.assertTrue(result["metadata"]["mikeai_marketplace_research"])
-
-    async def test_manual_tool_is_preserved(self):
-        result = await self._select(
-            "Prüfe Sonarr.", ["server:mcp:manually-selected"]
-        )
-        self.assertEqual(
-            result["tool_ids"],
-            ["server:mcp:manually-selected", "server:mcp:arr-local"],
-        )
-
-    async def test_plain_chat_gets_no_tools(self):
-        result = await self._select("Erkläre mir den Unterschied zwischen RAM und SSD.")
-        self.assertNotIn("tool_ids", result)
-
-    async def test_selection_adds_write_safety_rule(self):
-        result = await self._select("Zeige mir die Home Assistant Automatisierungen.")
-        self.assertEqual(result["messages"][0]["role"], "system")
-        self.assertIn("Availability is not authorization", result["messages"][0]["content"])
-
-
-class MetricsTests(unittest.IsolatedAsyncioTestCase):
-    async def test_metrics_file_contains_no_chat_content_or_ids(self):
-        module = _load("local_performance_metrics")
-        metrics = module.Filter()
-        with tempfile.TemporaryDirectory() as directory:
-            path = Path(directory) / "metrics.jsonl"
-            metrics.valves.metrics_path = str(path)
-            metadata = {"message_id": "secret-message-id", "chat_id": "secret-chat-id"}
-            await metrics.inlet(
-                {
-                    "model": "qwen-fast",
-                    "messages": [{"role": "user", "content": "private prompt"}],
-                    "tools": [{"name": "tool"}],
-                },
-                __metadata__=metadata,
-            )
-            await metrics.outlet(
-                {
-                    "model": "qwen-fast",
-                    "messages": [
-                        {
-                            "role": "assistant",
-                            "content": "private answer",
-                            "usage": {
-                                "prompt_tokens": 10,
-                                "completion_tokens": 4,
-                                "total_tokens": 14,
-                            },
-                        }
-                    ],
-                },
-                __metadata__=metadata,
-            )
-            raw = path.read_text()
-            record = json.loads(raw)
-            self.assertEqual(record["prompt_tokens"], 10)
-            self.assertNotIn("private", raw)
-            self.assertNotIn("secret", raw)
-
-
-class SecretRedactionTests(unittest.IsolatedAsyncioTestCase):
-    async def test_only_tool_and_assistant_content_is_redacted(self):
-        module = _load("secret_redaction")
-        guard = module.Filter()
-        token = "eyJ" + "A" * 24 + "." + "B" * 24 + "." + "C" * 16
-        body = {
-            "messages": [
-                {"role": "user", "content": f"Absichtlich lokal nutzen: {token}"},
-                {"role": "tool", "content": f'{{"api_key":"1234567890abcdef"}} {token}'},
-            ]
-        }
-        result = await guard.inlet(body)
-        self.assertIn(token, result["messages"][0]["content"])
-        self.assertNotIn(token, result["messages"][1]["content"])
-        self.assertNotIn("1234567890abcdef", result["messages"][1]["content"])
-
-        outlet = {
-            "messages": [
-                {"role": "assistant", "content": "Bearer " + "abcdefghijklmnopqrstuvwxyz"}
-            ]
-        }
-        result = await guard.outlet(outlet)
-        self.assertNotIn("abcdefghijklmnopqrstuvwxyz", result["messages"][0]["content"])
-
-    async def test_documentation_placeholders_and_paths_are_not_redacted(self):
-        module = _load("secret_redaction")
-        guard = module.Filter()
-        content = "\n".join(
-            [
-                'ROUTER_API_KEY=${ROUTER_API_KEY:?required}',
-                'API_KEY=/etc/mike-ai/router-api-key',
-                'access_token=<YOUR_TOKEN>',
-                'password=[REDACTED]',
-                'API-Key: Inhalt von /etc/mike-ai/router-api-key',
-            ]
-        )
-        redacted, counts = guard._redact(content)
-        self.assertEqual(redacted, content)
-        self.assertEqual(counts, {})
-
-    async def test_notification_reports_category_and_origin_but_not_value(self):
-        module = _load("secret_redaction")
-        guard = module.Filter()
-        events = []
-
-        async def emit(event):
-            events.append(event)
-
-        secret = "realistic-secret-value-123456"
-        body = {"messages": [{"role": "tool", "content": f"api_key={secret}"}]}
-        result = await guard.inlet(body, __event_emitter__=emit)
-        self.assertNotIn(secret, result["messages"][0]["content"])
-        description = events[0]["data"]["description"]
-        self.assertIn("API-Key: 1", description)
-        self.assertIn("Werkzeugausgaben", description)
-        self.assertIn("nicht protokolliert", description)
-        self.assertNotIn(secret, description)
-
-
-class QuickActionTests(unittest.IsolatedAsyncioTestCase):
-    async def asyncSetUp(self):
-        self.module = _load_action("quick_actions")
-        self.action = self.module.Action()
-        self.body = {
-            "id": "assistant-1",
-            "model": "qwen-fast",
-            "messages": [
-                {"id": "user-1", "role": "user", "content": "Frage"},
-                {"id": "assistant-1", "role": "assistant", "content": "Lange Antwort"},
-            ],
-        }
-
-    async def test_summary_appends_to_selected_message(self):
-        async def fake_completion(*args, **kwargs):
-            return "- Kurze Antwort"
-
-        self.action._completion = fake_completion
-        result = await self.action.action(self.body, "summary")
-        self.assertEqual(result["messages"][0]["id"], "assistant-1")
-        self.assertIn("### Kurzfassung", result["messages"][0]["content"])
-        self.assertIn("Kurze Antwort", result["messages"][0]["content"])
-
-    async def test_source_check_uses_web_evidence(self):
-        completions = iter(["Qwen Fakten", "Bestätigt: Aussage [https://example.invalid]"])
-
-        async def fake_completion(*args, **kwargs):
-            return next(completions)
-
-        async def fake_web(query):
-            self.assertEqual(query, "Qwen Fakten")
-            return '{"sources":[{"url":"https://example.invalid"}]}'
-
-        self.action._completion = fake_completion
-        self.action._web_research = fake_web
-        result = await self.action.action(self.body, "sources")
-        self.assertIn("### Quellenprüfung", result["messages"][0]["content"])
-        self.assertIn("example.invalid", result["messages"][0]["content"])
-
-    async def test_markdown_copy_uses_browser_clipboard(self):
-        calls = []
-
-        async def event_call(event):
-            calls.append(event)
-            return True
-
-        await self.action.action(self.body, "copy_markdown", __event_call__=event_call)
-        self.assertEqual(calls[0]["type"], "execute")
-        self.assertIn("navigator.clipboard.writeText", calls[0]["data"]["code"])
-        self.assertIn("Lange Antwort", calls[0]["data"]["code"])
-
-
-if __name__ == "__main__":
-    unittest.main()
diff --git a/dev/test_radarr_patch.py b/dev/test_radarr_patch.py
deleted file mode 100644
index 7de0ef8..0000000
--- a/dev/test_radarr_patch.py
+++ /dev/null
@@ -1,84 +0,0 @@
-#!/usr/bin/env python3
-"""Focused offline tests for the model-oriented Radarr overlay."""
-
-from __future__ import annotations
-
-import importlib.util
-import sys
-import types
-import unittest
-from pathlib import Path
-
-
-SOURCE = Path(__file__).parents[1] / "platform/mcp/patches/mcp_radarr.py"
-
-
-def load_module():
-    fastmcp = types.ModuleType("fastmcp")
-    fastmcp.FastMCP = object
-    sys.modules["fastmcp"] = fastmcp
-    pydantic = types.ModuleType("pydantic")
-    pydantic.Field = lambda *args, **kwargs: kwargs.get("default")
-    sys.modules["pydantic"] = pydantic
-    auth = types.ModuleType("arr_mcp.auth")
-    auth.get_radarr_client = lambda: None
-    sys.modules["arr_mcp"] = types.ModuleType("arr_mcp")
-    sys.modules["arr_mcp.auth"] = auth
-    spec = importlib.util.spec_from_file_location("radarr_patch", SOURCE)
-    module = importlib.util.module_from_spec(spec)
-    assert spec.loader
-    spec.loader.exec_module(module)
-    return module
-
-
-class RadarrPatchTests(unittest.TestCase):
-    def setUp(self):
-        self.module = load_module()
-        self.movies = [{
-            "id": 12, "title": "Example", "year": 2024, "hasFile": True,
-            "alternateTitles": [{"title": "large unwanted block"}],
-            "movieFile": {
-                "id": 44, "relativePath": "Example.mkv", "size": 2147483648,
-                "quality": {"quality": {"name": "Bluray-1080p"}},
-                "mediaInfo": {
-                    "videoCodec": "x264", "resolution": "1920x1080",
-                    "videoBitDepth": 8, "audioCodec": "EAC3",
-                    "audioLanguages": "ger/eng", "subtitles": "ger",
-                },
-            },
-        }]
-
-    def test_inventory_is_compact_and_alias_aware(self):
-        result = self.module._compact_inventory(self.movies, codecs="h264")
-        self.assertEqual(result["totalMatched"], 1)
-        self.assertEqual(result["movies"][0]["videoCodec"], "x264")
-        self.assertEqual(result["movies"][0]["sizeGiB"], 2.0)
-        self.assertNotIn("alternateTitles", result["movies"][0])
-
-    def test_filter_and_pagination_return_valid_bounded_data(self):
-        result = self.module._compact_inventory(self.movies * 5, query="example", offset=1, limit=2)
-        self.assertEqual(result["returned"], 2)
-        self.assertTrue(result["hasMore"])
-
-    def test_surface_has_only_explicit_read_tools(self):
-        class FakeMcp:
-            def __init__(self):
-                self.names = []
-
-            def tool(self, **_kwargs):
-                def decorate(function):
-                    self.names.append(function.__name__)
-                    return function
-                return decorate
-
-        mcp = FakeMcp()
-        self.module.register_radarr_tools(mcp)
-        self.assertEqual(
-            mcp.names,
-            ["radarr_find_movie", "radarr_movie_codec_inventory", "radarr_search_releases"],
-        )
-        self.assertNotIn("radarr_action", mcp.names)
-
-
-if __name__ == "__main__":
-    unittest.main()
diff --git a/dev/test_sonarr_release_grab.py b/dev/test_sonarr_release_grab.py
deleted file mode 100755
index cc82eb6..0000000
--- a/dev/test_sonarr_release_grab.py
+++ /dev/null
@@ -1,195 +0,0 @@
-#!/usr/bin/env python3
-"""Focused offline tests for the model-oriented Sonarr overlay."""
-
-from __future__ import annotations
-
-import importlib.util
-import sys
-import types
-import unittest
-from pathlib import Path
-from unittest.mock import patch
-
-
-SOURCE = Path(__file__).parents[1] / "platform/mcp/patches/mcp_sonarr.py"
-
-
-def load_module():
-    async def run_blocking(function, *args, **kwargs):
-        kwargs.pop("service", None)
-        return function(*args, **kwargs)
-
-    def dispatch(client, action, kwargs, **_options):
-        return getattr(client, action)(**kwargs)
-
-    utilities = types.ModuleType("agent_utilities.mcp_utilities")
-    utilities.dispatch = dispatch
-    utilities.run_blocking = run_blocking
-    sys.modules["agent_utilities"] = types.ModuleType("agent_utilities")
-    sys.modules["agent_utilities.mcp_utilities"] = utilities
-    fastmcp = types.ModuleType("fastmcp")
-    fastmcp.FastMCP = object
-    sys.modules["fastmcp"] = fastmcp
-    pydantic = types.ModuleType("pydantic")
-    pydantic.Field = lambda *args, **kwargs: kwargs.get("default")
-    sys.modules["pydantic"] = pydantic
-    auth = types.ModuleType("arr_mcp.auth")
-    auth.get_sonarr_client = lambda: None
-    sys.modules["arr_mcp"] = types.ModuleType("arr_mcp")
-    sys.modules["arr_mcp.auth"] = auth
-    spec = importlib.util.spec_from_file_location("sonarr_patch", SOURCE)
-    module = importlib.util.module_from_spec(spec)
-    assert spec.loader
-    spec.loader.exec_module(module)
-    return module
-
-
-class FakeSonarrClient:
-    def __init__(self, *, rejected: bool = False) -> None:
-        self.posted = []
-        self.release = {
-            "guid": "exact-guid",
-            "title": "Murder.She.Wrote.S07.German.AC3D.DL.1080p.WebHD.x265-FuN",
-            "indexer": "Test Indexer",
-            "indexerId": 7,
-            "size": 27_600_000_000,
-            "protocol": "usenet",
-            "downloadAllowed": not rejected,
-            "releaseGroup": "FuN",
-            "seasonNumber": 7,
-            "fullSeason": True,
-            "rejections": ["Existing file has equal or better quality"] if rejected else [],
-        }
-
-    def get_release(self, **_kwargs):
-        return [dict(self.release)]
-
-    def get_episode(self, **_kwargs):
-        return [
-            {"id": 1, "seasonNumber": 7, "episodeNumber": 1, "hasFile": True},
-            {"id": 2, "seasonNumber": 7, "episodeNumber": 2, "hasFile": False},
-        ]
-
-    def post_release(self, data=None, **kwargs):
-        payload = data if data is not None else kwargs
-        self.posted.append(payload)
-        return payload
-
-
-class ReleaseGrabTests(unittest.IsolatedAsyncioTestCase):
-    def setUp(self) -> None:
-        self.module = load_module()
-        self.module._APPROVALS.clear()
-
-    async def test_exact_release_requires_preview_and_ticket(self) -> None:
-        client = FakeSonarrClient()
-        scope = {"series_id": 42, "season_number": 7, "guid": "exact-guid"}
-        preview = await self.module._preview_release_grab(client, scope)
-        self.assertFalse(preview["download_started"])
-        self.assertEqual(preview["existing_episode_files_in_season"], 1)
-        self.assertTrue(preview["approval_ticket"])
-
-        result = await self.module._grab_release(
-            client,
-            {**scope, "confirm": True, "approval_ticket": preview["approval_ticket"]},
-        )
-        self.assertTrue(result["download_started"])
-        self.assertFalse(result["replacement_guaranteed"])
-        self.assertEqual(len(client.posted), 1)
-        self.assertEqual(client.posted[0]["guid"], "exact-guid")
-
-    async def test_rejected_release_needs_force_in_preview(self) -> None:
-        client = FakeSonarrClient(rejected=True)
-        scope = {"series_id": 42, "season_number": 7, "guid": "exact-guid"}
-        blocked = await self.module._preview_release_grab(client, scope)
-        self.assertTrue(blocked["force_required"])
-        self.assertIsNone(blocked["approval_ticket"])
-
-        approved = await self.module._preview_release_grab(client, {**scope, "force": True})
-        self.assertFalse(approved["force_required"])
-        self.assertTrue(approved["approval_ticket"])
-
-    async def test_guid_must_still_match_current_sonarr_results(self) -> None:
-        client = FakeSonarrClient()
-        with self.assertRaisesRegex(ValueError, "no longer present"):
-            await self.module._preview_release_grab(
-                client,
-                {"series_id": 42, "season_number": 7, "guid": "different-guid"},
-            )
-
-    async def test_search_can_limit_results_to_group_and_season_pack(self) -> None:
-        client = FakeSonarrClient()
-        client.get_release = lambda **_kwargs: [
-            dict(client.release),
-            {
-                **client.release,
-                "guid": "episode-guid",
-                "title": "Mord.ist.ihr.Hobby.S07E02.German.1080p-FuN",
-                "fullSeason": False,
-            },
-            {
-                **client.release,
-                "guid": "other-group",
-                "title": "Mord.ist.ihr.Hobby.S07.German.1080p-HQC",
-                "releaseGroup": "HQC",
-            },
-        ]
-        result = await self.module._search_releases(
-            client,
-            {
-                "series_id": 42,
-                "season_number": 7,
-                "release_group": "FuN",
-                "season_pack_only": True,
-            },
-        )
-        self.assertEqual(result["results"]["total"], 1)
-        self.assertEqual(result["results"]["items"][0]["guid"], "exact-guid")
-
-    def test_read_only_surface_is_explicit_and_has_no_generic_action(self) -> None:
-        class FakeMcp:
-            def __init__(self):
-                self.names = []
-
-            def tool(self, **_kwargs):
-                def decorate(function):
-                    self.names.append(function.__name__)
-                    return function
-                return decorate
-
-        with patch.dict("os.environ", {"ARR_MCP_WRITE": "0"}):
-            mcp = FakeMcp()
-            self.module.register_sonarr_tools(mcp)
-        self.assertEqual(
-            mcp.names,
-            [
-                "sonarr_find_series",
-                "sonarr_get_season_summary",
-                "sonarr_search_releases",
-                "sonarr_system_status",
-            ],
-        )
-        self.assertNotIn("sonarr_action", mcp.names)
-
-    def test_write_tools_are_registered_only_when_enabled(self) -> None:
-        class FakeMcp:
-            def __init__(self):
-                self.names = []
-
-            def tool(self, **_kwargs):
-                def decorate(function):
-                    self.names.append(function.__name__)
-                    return function
-                return decorate
-
-        with patch.dict("os.environ", {"ARR_MCP_WRITE": "1"}):
-            mcp = FakeMcp()
-            self.module.register_sonarr_tools(mcp)
-        self.assertIn("sonarr_preview_release_grab", mcp.names)
-        self.assertIn("sonarr_grab_release", mcp.names)
-        self.assertIn("sonarr_preview_episode_search", mcp.names)
-        self.assertIn("sonarr_start_episode_search", mcp.names)
-
-
-if __name__ == "__main__":
-    unittest.main()
diff --git a/dev/test_web_search_mcp.py b/dev/test_web_search_mcp.py
deleted file mode 100644
index 37ef82a..0000000
--- a/dev/test_web_search_mcp.py
+++ /dev/null
@@ -1,148 +0,0 @@
-#!/usr/bin/env python3
-"""Regression tests for the compact web MCP facade."""
-
-from __future__ import annotations
-
-import importlib.util
-import json
-import pathlib
-import unittest
-from unittest import mock
-
-
-ROOT = pathlib.Path(__file__).resolve().parents[1]
-SPEC = importlib.util.spec_from_file_location(
-    "web_search_mcp", ROOT / "platform/web-search/web_search_mcp.py"
-)
-WEB = importlib.util.module_from_spec(SPEC)
-assert SPEC.loader
-SPEC.loader.exec_module(WEB)
-
-
-class WebSearchMcpTests(unittest.TestCase):
-    def setUp(self) -> None:
-        WEB._search_attempts.clear()
-
-    def test_tool_surface_stays_small_and_explicit(self) -> None:
-        self.assertEqual(
-            [tool["name"] for tool in WEB.TOOLS],
-            ["web_search", "web_read", "web_youtube", "web_compare", "web_shop", "web_research"],
-        )
-
-    def test_current_queries_do_not_get_wikipedia_noise(self) -> None:
-        with (
-            mock.patch.object(WEB, "SEARXNG_URL", "http://searxng:8080"),
-            mock.patch.object(WEB, "searxng_json", return_value={"results": []}),
-            mock.patch.object(WEB, "wikipedia_search") as wikipedia,
-        ):
-            results, _ = WEB.general_discovery("latest video The Proper People", 4)
-        self.assertEqual(results, [])
-        wikipedia.assert_not_called()
-
-    def test_empty_fresh_search_relaxes_once_and_marks_result(self) -> None:
-        hit = {"title": "Current page", "url": "https://example.com/current"}
-        with mock.patch.object(
-            WEB,
-            "general_discovery",
-            side_effect=[([], []), ([hit], [])],
-        ) as discovery:
-            result = WEB.web_search({
-                "query": "current test release",
-                "freshness": "week",
-                "max_results": 3,
-            })
-        self.assertTrue(result["task_complete"])
-        self.assertFalse(result["freshness_applied"])
-        self.assertIn("unfiltered", result["backend_warning"])
-        self.assertEqual(discovery.call_count, 2)
-
-    def test_related_search_budget_is_enforced(self) -> None:
-        with mock.patch.object(WEB, "SEARCH_BUDGET_MAX_RELATED_CALLS", 2):
-            self.assertTrue(WEB.consume_search_budget("latest Proper People video")[0])
-            self.assertTrue(WEB.consume_search_budget("Proper People newest video")[0])
-            self.assertFalse(WEB.consume_search_budget("newest video by Proper People")[0])
-
-    def test_youtube_feed_provides_order_and_dates(self) -> None:
-        feed = b'''<?xml version="1.0" encoding="UTF-8"?>
-        <feed xmlns:yt="http://www.youtube.com/xml/schemas/2015"
-              xmlns="http://www.w3.org/2005/Atom">
-          <entry><yt:videoId>new123</yt:videoId><title>Newest</title>
-            <published>2026-08-23T12:00:00+00:00</published>
-            <author><name>The Proper People</name></author></entry>
-          <entry><yt:videoId>old456</yt:videoId><title>Older</title>
-            <published>2026-08-10T12:00:00+00:00</published>
-            <author><name>The Proper People</name></author></entry>
-        </feed>'''
-        with mock.patch.object(WEB, "fetch_public_bytes", return_value=feed):
-            rows = WEB.youtube_feed_records(
-                "https://www.youtube.com/channel/UCcem9I78ybZLHLRUlkUO3sw", 2
-            )
-        self.assertEqual([row["title"] for row in rows], ["Newest", "Older"])
-        self.assertEqual(rows[0]["published_at"], "2026-08-23T12:00:00+00:00")
-
-    def test_latest_youtube_is_one_bounded_specialist_operation(self) -> None:
-        row = {
-            "title": "Newest",
-            "url": "https://www.youtube.com/watch?v=new123",
-            "source_kind": "youtube_channel_feed",
-        }
-        with (
-            mock.patch.object(WEB, "resolve_youtube_channel", return_value="https://www.youtube.com/channel/UCcem9I78ybZLHLRUlkUO3sw"),
-            mock.patch.object(WEB, "youtube_feed_records", return_value=[row]),
-            mock.patch.object(WEB, "run_ytdlp") as ytdlp,
-        ):
-            result = WEB.web_youtube({"query": "The Proper People", "mode": "latest"})
-        self.assertTrue(result["task_complete"])
-        self.assertEqual(result["results"][0]["title"], "Newest")
-        ytdlp.assert_not_called()
-
-    def test_latest_long_youtube_uses_verified_videos_tab(self) -> None:
-        row = {
-            "title": "Newest long video",
-            "url": "https://www.youtube.com/watch?v=long123",
-            "content_type": "long",
-            "content_type_verified": True,
-            "source_kind": "youtube_videos_tab",
-        }
-        with (
-            mock.patch.object(
-                WEB,
-                "resolve_youtube_channel",
-                return_value="https://www.youtube.com/channel/UCcem9I78ybZLHLRUlkUO3sw",
-            ),
-            mock.patch.object(WEB, "youtube_tab_records", return_value=[row]) as tab,
-            mock.patch.object(WEB, "youtube_feed_records") as feed,
-        ):
-            result = WEB.web_youtube({
-                "query": "The Proper People",
-                "mode": "latest",
-                "content_type": "long",
-            })
-        tab.assert_called_once_with(
-            "https://www.youtube.com/channel/UCcem9I78ybZLHLRUlkUO3sw", "long", 5
-        )
-        feed.assert_not_called()
-        self.assertEqual(result["content_type_filter"], "long")
-        self.assertTrue(result["results"][0]["content_type_verified"])
-
-    def test_youtube_rejects_content_filter_outside_latest_mode(self) -> None:
-        with self.assertRaisesRegex(ValueError, "only supported with mode=latest"):
-            WEB.web_youtube({
-                "query": "The Proper People",
-                "mode": "search",
-                "content_type": "long",
-            })
-
-    def test_web_read_does_not_consume_search_loop_budget(self) -> None:
-        page = {"url": "https://example.com/a", "page_evidence": ["Evidence"]}
-        with mock.patch.object(WEB, "scrape", return_value=[page]):
-            result = json.loads(WEB.call_tool("web_read", {
-                "url": "https://example.com/a",
-                "question": "What does this page say?",
-            }))
-        self.assertTrue(result["task_complete"])
-        self.assertEqual(WEB._search_attempts, [])
-
-
-if __name__ == "__main__":
-    unittest.main()
diff --git a/docs/ARCHITECTURE.md b/docs/ARCHITECTURE.md
new file mode 100644
index 0000000..00ca4bf
--- /dev/null
+++ b/docs/ARCHITECTURE.md
@@ -0,0 +1,35 @@
+# Aktuelle Architektur
+
+```mermaid
+flowchart LR
+    C[Hermes Desktop / Web / Mobil] --> H[Hermes Agent<br/>Unraid]
+    H -->|OpenAI API| R[Profile Router<br/>Athena :8081]
+    R --> P[Profile Controller]
+    P --> Q[genau ein llama.cpp-Profil<br/>Qwen Fast / Medium / Large / Ultra / Uncensored]
+    R --> I[Z-Image-Turbo<br/>RTX 5080, bei Bedarf]
+    R --> T[XTTS RTX 3060<br/>Piper CPU-Fallback]
+
+    H --> U[MUA / Unraid MCP]
+    H --> A[ARR-MCP]
+    H --> D[Deemix-MCP]
+    H --> N[Navidrome-MCP]
+    H --> S[STRATO-MCP]
+    H --> X[Nginx-Proxy-Manager-MCP]
+    U --> M[Media-Tools<br/>ffmpeg / ffprobe / yt-dlp]
+
+    W[WireGuard-Gateway<br/>Athena] --- R
+    W --- B[Athena Dashboard :8099]
+    W --- O[Athena Operator]
+    K[Backup alle 5 Stunden] --> DATA[/data und /etc/mike-ai]
+```
+
+## Verantwortung
+
+- **Unraid** hält Hermes, Chats, Skills, Fach-MCPs und deren Appdata.
+- **Athena** rechnet: Text, Bild und Sprache; Router und Dashboard koordinieren
+  und beobachten die Inferenz.
+- **MUA** verwaltet Unraid. **Athena Operator** bleibt auf den Athena-Host
+  begrenzt.
+- Der Router ist die einzige Modelladresse, die Hermes kennen muss.
+
+Die visuelle Fassung liegt als `athena-architecture-map.png` neben dieser Datei.
diff --git a/docs/MCP_SERVERS.md b/docs/MCP_SERVERS.md
index 09b7da1..e4b5cc4 100644
--- a/docs/MCP_SERVERS.md
+++ b/docs/MCP_SERVERS.md
@@ -1,15 +1,30 @@
-# MCP-Server
+# Produktive MCP- und Werkzeugdienste
 
-Diese Datei wird aus `config/mcp-registry.json` erzeugt. Änderungen gehören nur in die JSON-Registry.
+Die portablen Werkzeuge laufen als getrennte Container auf Unraid. Hermes bindet
+sie direkt ein; MCPHub ist nicht mehr im Datenpfad.
 
-| Server | Hermes-ID | Endpunkt | Clients | Werkzeuge |
-|---|---|---|---|---:|
-| Athena Operator | `athena-operator` | `http://192.168.1.2:8787/mcp/athena-operator` | hermes, openwebui | alle |
-| GitHub (offiziell, read-only) | `github` | `http://192.168.1.2:8787/mcp/github` | hermes, openwebui | alle |
-| Home Assistant | `homeassistant-admin` | `http://192.168.1.2:8787/mcp/homeassistant` | hermes, openwebui | alle |
-| Sonarr und Radarr | `arr` | `http://192.168.1.2:8787/mcp/arr` | hermes, openwebui | alle |
-| Navidrome | `navidrome` | `http://192.168.1.2:8787/mcp/navidrome` | hermes, openwebui | alle |
-| MUA (Unraid-Verwaltung) | `unraid` | `http://192.168.1.2:8787/mcp/unraid` | hermes, openwebui | alle |
-| FRITZ!Box | `fritzbox` | `http://192.168.1.2:8787/mcp/fritzbox` | hermes, openwebui | 4 |
+| Dienst | Endpunkt | Betrieb |
+|---|---|---|
+| MUA / Unraid | `http://192.168.1.2:3002/mcp` | Unraid-Plugin |
+| ARR | `http://192.168.1.2:8207/mcp` | `ARR-MCP` |
+| Deemix | `http://192.168.1.2:8209/mcp` | `Deemix-MCP` |
+| Navidrome | `http://192.168.1.2:8210/mcp` | `Navidrome-MCP` |
+| STRATO DNS | `http://192.168.1.2:2030/mcp` | `Strato-MCP` |
+| Nginx Proxy Manager | `http://192.168.1.2:8767/mcp` | `Nginx-Proxy-Manager-MCP` |
+| Home Assistant | Home-Assistant-MCP-Endpunkt | derzeit in Hermes deaktiviert |
+| Athena Operator | interner Athena-Dienst | nur für Athena-Administration |
 
-Allgemeine Webrecherche ist ein eingebautes Hermes-Werkzeug und kein MCPHub-Server.
+`Media-Tools` ist kein MCP. Der Container ist eine persistente Werkzeugkiste
+für ffmpeg, ffprobe, yt-dlp und ähnliche Hilfsprogramme und wird über das
+Unraid-Terminalwerkzeug angesprochen.
+
+Allgemeine Websuche und Terminal sind Hermes-eigene Werkzeuge. Sie benötigen
+keinen zusätzlichen Athena-Container.
+
+## Zuständigkeit
+
+- Athena-Host verändern: Athena Operator
+- Unraid und Container verwalten: MUA / Unraid
+- Mediendienste: jeweiliger Fach-MCP
+- fehlende CLI-Medienwerkzeuge: Media-Tools
+- allgemeine Recherche: Hermes-Webwerkzeug
diff --git a/docs/RECOVERY.md b/docs/RECOVERY.md
index 45c09fb..6e2a760 100644
--- a/docs/RECOVERY.md
+++ b/docs/RECOVERY.md
@@ -1,87 +1,62 @@
 # Backup und Wiederherstellung
 
-## Was automatisch gesichert wird
+## Athena
 
-Der Container `mike-ai-backup` erstellt alle fünf Stunden ein komprimiertes
-Archiv unter `/data/docker-backups` und behält 14 Tage. Netzwerk, WireGuard,
-Router und Qwen bleiben dabei erreichbar. Hermes läuft unabhängig auf Unraid.
+`mike-ai-backup` erzeugt alle fünf Stunden ein Archiv unter
+`/data/docker-backups` und behält 14 Tage. Gesichert werden:
 
-Enthalten sind:
+- `/etc/mike-ai` mit lokaler Konfiguration,
+- Router-Zustand und erzeugte Bilder,
+- Piper-Daten,
+- der kanonische Stack als zusätzlicher Snapshot.
 
-- `/etc/mike-ai` mit lokalen Konfigurationen und Secrets
-- Router-Zustand und Router-Bildablage
-- Piper-Daten
-- ein Quellbaum-Snapshot als zusätzliche Bequemlichkeit
+Nicht in das Archiv gehören die großen Modellgewichte unter `/data/models`.
+Sie bleiben auf der Daten-SSD oder werden anhand der gepinnten Angaben in
+`config/install.env.example` erneut geladen. Die Dashboard-Historie liegt
+dauerhaft unter `/data/llama-dashboard`.
 
-Nicht kopiert werden `/data/models`, die nur noch als Rückfall vorhandene Kopie
-`/data/hermes` und `/data/hermes-webui`: Sie liegen dauerhaft auf der Daten-SSD
-und überleben den Austausch der Debian-Systemplatte. Docker-Images werden aus
-dem Compose-Stack reproduziert und gehören nicht ins Backup.
+### Neuaufbau
 
-Die portablen Fach-MCPs und Hermes gehören nicht mehr zum Athena-Systembackup.
-MCPHub liegt einschließlich externer Registry und portabler Erweiterungen unter
-`/mnt/nvme-storage/appdata/MCPHub`, Hermes vollständig unter
-`/mnt/nvme-storage/appdata/Hermes-Agent`. Beide Verzeichnisse werden vom
-bestehenden Unraid-Appdata-Backup gesichert. Für ein vollständiges
-Desaster-Recovery müssen daher sowohl Athenas `/data` als auch dieses
-Unraid-Appdata-Backup verfügbar sein.
-
-## Hermes auf Unraid wiederherstellen
-
-1. `/mnt/nvme-storage/appdata/Hermes-Agent` aus dem Unraid-Appdata-Backup
-   wiederherstellen.
-2. `config/unraid-templates/my-Hermes-Agent-Official.xml` nach
-   `/boot/config/plugins/dockerMan/templates-user/` kopieren.
-3. In Unraid **Docker → Add Container → User Templates → Hermes-Agent** wählen,
-   die maskierten Schlüssel aus der wiederhergestellten `.env` übernehmen und
-   den Container starten.
-4. `http://127.0.0.1:8642/health` im Container beziehungsweise
-   `http://<Unraid-IP>:9119` im Browser prüfen.
-5. Falls sich Athenas VPN-Adresse geändert hat, in `config.yaml` und in allen
-   `profiles/*/config.yaml` die Router-Basis-URL anpassen.
-
-## Manuelles Backup
-
-```bash
-docker exec mike-ai-backup backup
-```
-
-Die Datei `/data/docker-backups/athena-latest.tar.gz` zeigt danach auf das
-neueste erfolgreiche Archiv.
-
-## Neuaufbau
-
-1. Debian installieren und `/data` wieder unter demselben Pfad einhängen.
-2. Repository klonen.
-3. Installation einmal ausführen:
+1. Debian installieren und `/data` wieder am bisherigen Pfad einhängen.
+2. Dieses Repository klonen.
+3. Installationsdatei ausfüllen und Installation starten:
 
    ```bash
-   sudo ./install.sh --config config/install.env
+   sudo ./install.sh --config /root/mike-ai-install.env
    ```
 
-4. Zustand mit einem Befehl wiederherstellen:
+4. Letztes Datenarchiv einspielen:
 
    ```bash
    sudo ./restore.sh /data/docker-backups/athena-latest.tar.gz
+   sudo ./smoke-test.sh
    ```
 
-5. Falls `/etc/mike-ai/mcphub-client.env` nicht im Athena-Backup enthalten
-   war, den Wert aus Unraids
-   `/mnt/nvme-storage/appdata/MCPHub/client-token` einmalig als
-   `MCPHUB_BEARER_TOKEN=...` eintragen und anschließend
-   `platform/mcp/sync-clients.py` ausführen. Der Token gehört nicht ins Git.
+Das Restore verändert weder SSH noch LAN, WireGuard, Kernel, Partitionen oder
+Mounts.
 
-Das Restore stoppt ausschließlich Container, deren Volumes zurückgeschrieben
-werden. SSH, LAN und WireGuard werden nicht verändert.
+## Unraid
+
+Hermes und die Fach-MCPs sind kein Bestandteil des Athena-Backups. Sie werden
+durch das vorhandene Unraid-Appdata-Backup gesichert:
+
+- `/mnt/nvme-storage/appdata/Hermes-Agent`
+- die jeweiligen Appdata-Verzeichnisse der MCP-Container
+- DockerMan-Templates unter
+  `/boot/config/plugins/dockerMan/templates-user/`
+
+Container-Images stammen aus den dokumentierten Registries beziehungsweise den
+eigenen Gitea-Repositories. Damit besteht die Wiederherstellung aus
+Appdata-Restore plus Neuerstellung über die jeweilige Template-XML.
 
 ## Kontrolle
 
 ```bash
 docker compose --env-file /etc/mike-ai/stack.env ps
 test -s /data/docker-backups/athena-latest.tar.gz
+curl -fsS http://192.168.1.212:8099/health
+sudo ./smoke-test.sh
 ```
 
-Danach einen Router-Request, einen Hermes-Zweiturn-Chat und je einen read-only
-MCP-Aufruf über `http://UNRAID-IP:8787/mcp/NAME` testen. Alte Recovery-Koffer
-sind für Neuinstallationen nicht mehr erforderlich; Git, Athenas Datenbackup
-und das Unraid-Appdata-Backup bilden die Wiederherstellung.
+Anschließend einen Hermes-Chat, einen Router-Aufruf und je eine kleine
+read-only-Abfrage der benötigten MCPs testen.
diff --git a/docs/athena-architecture-map.png b/docs/athena-architecture-map.png
new file mode 100644
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HcmV?d00001

diff --git a/install.sh b/install.sh
index 2d23869..9860403 100755
--- a/install.sh
+++ b/install.sh
@@ -301,30 +301,14 @@ install_stack_files() {
   install -d -m 0700 "$SECRETS_DIR"
   [[ -s $SECRETS_DIR/router-api-key ]] || openssl rand -base64 48 >$SECRETS_DIR/router-api-key
   [[ -s $SECRETS_DIR/controller-token ]] || openssl rand -base64 48 >$SECRETS_DIR/controller-token
-  [[ -s $SECRETS_DIR/webui-secret ]] || openssl rand -base64 48 >$SECRETS_DIR/webui-secret
   chmod 0600 "$SECRETS_DIR"/*
 
-  local searx="$STACK_DIR/platform/web-search/searxng-settings.yml"
-  if [[ ! -s $searx ]]; then
-    cp "$STACK_DIR/platform/web-search/searxng-settings.example.yml" "$searx"
-    sed -i "s/CHANGE_ME_GENERATE_RANDOM_SECRET/$(openssl rand -hex 32)/" "$searx"
-  fi
-  # The official image reads this as its unprivileged uid (977).
-  chown root:977 "$searx"
-  chmod 0640 "$searx"
-
   cat >$SECRETS_DIR/stack.env <<EOF
 AI_BIND_ADDRESS=${AI_BIND_ADDRESS:-127.0.0.1}
 MODEL_DIR=$MODEL_DIR
 WIREGUARD_CONFIG_FILE=${WIREGUARD_CONFIG_FILE:-/etc/mike-ai/wireguard/fritz-athena.conf}
 ROUTER_API_KEY=$(<$SECRETS_DIR/router-api-key)
 CONTROLLER_TOKEN=$(<$SECRETS_DIR/controller-token)
-WEBUI_SECRET_KEY=$(<$SECRETS_DIR/webui-secret)
-OPENWEBUI_IMAGE=${OPENWEBUI_IMAGE:-mike-ai/openwebui:main-01f4282-tool-final-v3}
-OPENWEBUI_ENABLE_SIGNUP=${OPENWEBUI_ENABLE_SIGNUP:-false}
-OPENWEBUI_ENABLE_FOLLOW_UP_GENERATION=${OPENWEBUI_ENABLE_FOLLOW_UP_GENERATION:-false}
-HERMES_IMAGE=${HERMES_IMAGE:-mike-ai/hermes-agent:0.20.5-mcpfix1}
-HERMES_WEBUI_IMAGE=${HERMES_WEBUI_IMAGE:-mike-ai/hermes-webui:0.52.113-hermes-source-v1}
 PIPER_TTS_VERSION=${PIPER_TTS_VERSION:-1.6.0}
 PIPER_VOICE=${PIPER_VOICE:-de_DE-thorsten-high}
 XTTS_IMAGE=${XTTS_IMAGE:-ghcr.io/coqui-ai/xtts-streaming-server:latest-cuda121@sha256:f7fb3b1f9d4bc88af94da1b5959d8002f1e0b003c97557164034eb8a29f01b90}
@@ -357,7 +341,7 @@ UNCENSORED_TENSOR_SPLIT=${UNCENSORED_TENSOR_SPLIT:-90,10}
 UNCENSORED_MTP_MAX=${UNCENSORED_MTP_MAX:-2}
 EXPERIMENTAL_GPU_DEVICES=${TEXT_GPU_DEVICES:-0}
 IMAGE_GPU_DEVICES=${IMAGE_GPU_DEVICES:-${TEXT_GPU_DEVICES:-0}}
-FLUX_MODEL_DIR=${FLUX_MODEL_DIR:-/data/models/FLUX.2-klein-4B}
+Z_IMAGE_MODEL_DIR=${Z_IMAGE_MODEL_DIR:-/data/models/Z-Image-Turbo}
 LLAMA_THREADS=${LLAMA_THREADS:-6}
 LLAMA_THREADS_BATCH=${LLAMA_THREADS_BATCH:-6}
 EOF
@@ -475,24 +459,24 @@ build_and_start() {
   cd "$STACK_DIR"
   docker build --progress=plain --build-arg LLAMA_CPP_COMMIT="$commit" \
     -f platform/docker/llama-cpp/Dockerfile -t mike-ai/llama.cpp:local .
-  docker compose --env-file "$SECRETS_DIR/stack.env" --profile image build flux-worker
-  if [[ ! -s ${FLUX_MODEL_DIR:-/data/models/FLUX.2-klein-4B}/model_index.json ]]; then
-    log "FLUX.2 Klein Distilled laden"
-    install -d -m 0755 "${FLUX_MODEL_DIR:-/data/models/FLUX.2-klein-4B}"
+  docker compose --env-file "$SECRETS_DIR/stack.env" --profile image build image-worker
+  if [[ ! -s ${Z_IMAGE_MODEL_DIR:-/data/models/Z-Image-Turbo}/model_index.json ]]; then
+    log "Z-Image-Turbo laden"
+    install -d -m 0755 "${Z_IMAGE_MODEL_DIR:-/data/models/Z-Image-Turbo}"
     docker run --rm --entrypoint python \
-      -v "${FLUX_MODEL_DIR:-/data/models/FLUX.2-klein-4B}:/download" \
-      mike-ai/flux-worker:local -c \
-      "from huggingface_hub import snapshot_download; snapshot_download('black-forest-labs/FLUX.2-klein-4B', revision='303481f0390afb112393f9d77e8f0be72fcefeb7', local_dir='/download')"
-    chmod -R a-w "${FLUX_MODEL_DIR:-/data/models/FLUX.2-klein-4B}"
+      -v "${Z_IMAGE_MODEL_DIR:-/data/models/Z-Image-Turbo}:/download" \
+      mike-ai/image-worker:local -c \
+      "from huggingface_hub import snapshot_download; snapshot_download('Tongyi-MAI/Z-Image-Turbo', revision='f332072aa78be7aecdf3ee76d5c247082da564a6', local_dir='/download')"
+    chmod -R a-w "${Z_IMAGE_MODEL_DIR:-/data/models/Z-Image-Turbo}"
   fi
   # Creates the tools network and deploys the only host-bound MCP: Operator.
   # Portable MCPs and Hermes live on Unraid and are restored through Appdata.
   "$STACK_DIR/platform/mcp/install-tools.sh"
   docker compose --env-file "$SECRETS_DIR/stack.env" --profile inference create \
     llama-fast llama-medium llama-large llama-ultra llama-experimental
-  docker compose --env-file "$SECRETS_DIR/stack.env" --profile image create flux-worker
+  docker compose --env-file "$SECRETS_DIR/stack.env" --profile image create image-worker
   docker compose --env-file "$SECRETS_DIR/stack.env" up -d --build \
-    wireguard-gateway xtts piper tts-gateway profile-controller router backup
+    wireguard-gateway xtts piper tts-gateway profile-controller router llama-dashboard backup
   if [[ ${WIREGUARD_MODE:-container} == container ]]; then
     systemctl restart mike-ai-container-vpn-guard.service
   fi
@@ -567,7 +551,7 @@ else
 fi
 cat <<EOF
 Router-API: http://${vpn_address}:8081
-Hermes läuft mit MCPHub auf Unraid und nutzt diese Router-API.
+Hermes und die Fach-MCP-Container laufen auf Unraid und nutzen diese Router-API.
 
 Die geheimen Schlüssel liegen ausschließlich unter $SECRETS_DIR (0600).
 Im Container-Modus stammen Peer, Adresse und Heimrouten vollständig aus dem
diff --git a/manage.sh b/manage.sh
index d75c8a2..469fb9b 100755
--- a/manage.sh
+++ b/manage.sh
@@ -12,11 +12,11 @@ Usage:
   ./manage.sh [--dry-run] validate
   ./manage.sh [--dry-run] deploy core
   ./manage.sh [--dry-run] deploy SERVICE [SERVICE ...]
-  ./manage.sh [--dry-run] stop-legacy
+  ./manage.sh [--dry-run] purge-legacy
 
 `deploy SERVICE` deliberately uses --no-deps. It never recreates unrelated
 containers. `deploy core` is the complete Athena runtime and may start missing
-dependencies, but does not start OpenWebUI, Hermes or portable Fach-MCPs.
+dependencies. Hermes und portable Fach-MCPs gehören nicht zu Athena.
 EOF
 }
 
@@ -39,30 +39,30 @@ shift || true
 case "$command" in
   validate)
     run python3 "$ROOT_DIR/platform/scripts/sync-profile-matrix.py" --check
-    run python3 "$ROOT_DIR/platform/scripts/render-mcp-registry.py" --check
     run "${compose[@]}" config --quiet
     ;;
   deploy)
     [[ $# -gt 0 ]] || { usage >&2; exit 2; }
     run python3 "$ROOT_DIR/platform/scripts/sync-profile-matrix.py" --check
-    run python3 "$ROOT_DIR/platform/scripts/render-mcp-registry.py" --check
     if [[ $1 == core ]]; then
       shift
       [[ $# -eq 0 ]] || { echo "core akzeptiert keine weiteren Services" >&2; exit 2; }
       run "$ROOT_DIR/platform/mcp/install-tools.sh"
       run "${compose[@]}" up -d --build \
-        wireguard-gateway piper xtts tts-gateway profile-controller router backup
+        wireguard-gateway piper xtts tts-gateway profile-controller router llama-dashboard backup
     else
       run "${compose[@]}" up -d --build --no-deps "$@"
     fi
     ;;
-  stop-legacy)
-    # Reversible cleanup: stop only obsolete Athena frontends/tool backends.
+  purge-legacy)
+    # Entfernt nur ersetzte Athena-Oberflächen und ausgelagerte Fach-MCPs.
     for name in mike-ai-open-webui mike-ai-hermes mike-ai-hermes-webui \
       mike-ai-hermes-webui-vpn-proxy mike-ai-mcp-web mike-ai-tools-searxng \
-      mike-ai-tools-tinysearch mike-ai-mcp-platform-context; do
+      mike-ai-tools-tinysearch mike-ai-mcp-platform-context mike-ai-mcp-arr \
+      mike-ai-mcp-deemix mike-ai-mcp-github mike-ai-mcp-homeassistant \
+      mike-ai-mcp-navidrome; do
       if docker inspect "$name" >/dev/null 2>&1; then
-        run docker stop "$name"
+        run docker rm -f "$name"
       fi
     done
     ;;
diff --git a/platform/docker/flux-worker/Dockerfile b/platform/docker/image-worker/Dockerfile
similarity index 70%
rename from platform/docker/flux-worker/Dockerfile
rename to platform/docker/image-worker/Dockerfile
index 3d44d7a..5d36bfd 100644
--- a/platform/docker/flux-worker/Dockerfile
+++ b/platform/docker/image-worker/Dockerfile
@@ -7,15 +7,15 @@ ARG HF_HUB_VERSION=1.28.0
 
 RUN apt-get update && apt-get install -y --no-install-recommends python3.12-venv && \
     rm -rf /var/lib/apt/lists/* && \
-    python -m venv --system-site-packages /opt/flux-venv && \
-    /opt/flux-venv/bin/pip install --no-cache-dir \
+    python -m venv --system-site-packages /opt/image-venv && \
+    /opt/image-venv/bin/pip install --no-cache-dir \
       "diffusers==${DIFFUSERS_VERSION}" \
       "transformers==${TRANSFORMERS_VERSION}" \
       "accelerate==${ACCELERATE_VERSION}" \
       "huggingface-hub==${HF_HUB_VERSION}" \
       sentencepiece protobuf safetensors pillow && \
-    useradd --system --uid 10002 --home /nonexistent --shell /usr/sbin/nologin flux
+    useradd --system --uid 10002 --home /nonexistent --shell /usr/sbin/nologin image-worker
 
-COPY flux_worker.py /app/flux_worker.py
+COPY image_worker.py /app/image_worker.py
 USER 10002:10002
-ENTRYPOINT ["/opt/flux-venv/bin/python", "/app/flux_worker.py"]
+ENTRYPOINT ["/opt/image-venv/bin/python", "/app/image_worker.py"]
diff --git a/platform/docker/flux-worker/flux_worker.py b/platform/docker/image-worker/image_worker.py
similarity index 79%
rename from platform/docker/flux-worker/flux_worker.py
rename to platform/docker/image-worker/image_worker.py
index f19bbce..60ede3a 100644
--- a/platform/docker/flux-worker/flux_worker.py
+++ b/platform/docker/image-worker/image_worker.py
@@ -1,5 +1,5 @@
 #!/usr/bin/env python3
-"""Private FLUX.2 Klein Distilled worker used only during a GPU hot swap."""
+"""Private Z-Image-Turbo worker used only during a GPU hot swap."""
 
 from __future__ import annotations
 
@@ -14,7 +14,7 @@ from pathlib import Path
 HOST = os.environ.get("WORKER_HOST", "0.0.0.0")
 PORT = int(os.environ.get("WORKER_PORT", "8086"))
 TOKEN = os.environ.get("WORKER_TOKEN", "").strip()
-MODEL_DIR = os.environ.get("FLUX_MODEL_DIR", "/models/FLUX.2-klein-4B")
+MODEL_DIR = os.environ.get("Z_IMAGE_MODEL_DIR", "/models/Z-Image-Turbo")
 OUTPUT_DIR = Path(os.environ.get("IMAGE_DIR", "/data/images")).resolve()
 PIPE = None
 LOAD_SECONDS = 0.0
@@ -33,14 +33,15 @@ def load_pipeline() -> None:
     if PIPE is not None:
         return
     import torch
-    from diffusers import DiffusionPipeline
+    from diffusers import ZImagePipeline
     started = time.monotonic()
-    PIPE = DiffusionPipeline.from_pretrained(
-        MODEL_DIR, torch_dtype=torch.bfloat16)
-    # The full pipeline leaves too little activation headroom on a 16 GiB
-    # RTX 5080. Model CPU offload keeps each active component on CUDA while
-    # parking inactive components in system RAM between the four steps.
-    PIPE.enable_model_cpu_offload()
+    PIPE = ZImagePipeline.from_pretrained(
+        MODEL_DIR, torch_dtype=torch.bfloat16, low_cpu_mem_usage=False)
+    # The Qwen text encoder and the DiT do not fit together in the usable
+    # 16 GiB of the RTX 5080. Sequential offload keeps only the active
+    # submodule on CUDA. This is slower than a fully resident pipeline, but
+    # deterministic and leaves the RTX 3060 available for XTTS.
+    PIPE.enable_sequential_cpu_offload()
     if hasattr(PIPE, "enable_vae_slicing"):
         PIPE.enable_vae_slicing()
     if hasattr(PIPE, "enable_vae_tiling"):
@@ -61,16 +62,16 @@ def generate(data: dict) -> dict:
     if (width, height) not in {(1024, 1024), (1536, 1024), (1024, 1536),
                                (1920, 1088), (1088, 1920)}:
         raise ValueError("unsupported image size")
-    steps = int(data.get("steps", 4))
-    guidance = float(data.get("guidance", 1.0))
-    if steps != 4 or guidance != 1.0:
-        raise ValueError("distilled FLUX.2 Klein requires steps=4 and guidance=1.0")
+    steps = int(data.get("steps", 9))
+    guidance = float(data.get("guidance", 0.0))
+    if steps != 9 or guidance != 0.0:
+        raise ValueError("Z-Image-Turbo requires steps=9 and guidance=0.0")
     seed = data.get("seed")
     generator = None if seed is None else torch.Generator(device="cuda").manual_seed(int(seed))
     load_pipeline()
     started = time.monotonic()
     image = PIPE(prompt=prompt, height=height, width=width,
-                 num_inference_steps=4, guidance_scale=1.0,
+                 num_inference_steps=9, guidance_scale=0.0,
                  generator=generator).images[0]
     OUTPUT_DIR.mkdir(parents=True, exist_ok=True)
     output = OUTPUT_DIR / filename
@@ -83,7 +84,7 @@ def generate(data: dict) -> dict:
 class Handler(BaseHTTPRequestHandler):
     def log_message(self, fmt: str, *args: object) -> None:
         # Never log request bodies/prompts.
-        print(f"[flux-worker] {self.client_address[0]} {fmt % args}", flush=True)
+        print(f"[z-image-worker] {self.client_address[0]} {fmt % args}", flush=True)
 
     def reply(self, status: int, payload: dict) -> None:
         body = json.dumps(payload, separators=(",", ":")).encode()
@@ -112,7 +113,7 @@ class Handler(BaseHTTPRequestHandler):
                 raise ValueError("invalid request size")
             self.reply(200, generate(json.loads(self.rfile.read(length))))
         except Exception as exc:
-            print(f"[flux-worker] generation failed: "
+            print(f"[z-image-worker] generation failed: "
                   f"{type(exc).__name__}: {str(exc)[:1000]}", flush=True)
             self.reply(400, {"status": "error", "message": str(exc)})
 
diff --git a/platform/docker/profile-controller/profile_controller.py b/platform/docker/profile-controller/profile_controller.py
index ceb72ce..2a4efab 100644
--- a/platform/docker/profile-controller/profile_controller.py
+++ b/platform/docker/profile-controller/profile_controller.py
@@ -24,7 +24,7 @@ ALLOWED = tuple(x.strip() for x in os.environ.get(
     "ALLOWED_PROFILES", "fast,medium,large,ultra,uncensored,experimental").split(",") if x.strip())
 LABEL_KEY = "com.mike-ai.llama-profile"
 IMAGE_LABEL_KEY = "com.mike-ai.image-worker"
-IMAGE_WORKER = os.environ.get("IMAGE_WORKER", "flux")
+IMAGE_WORKER = os.environ.get("IMAGE_WORKER", "image")
 LOCK = threading.Lock()
 log = logging.getLogger("profile-controller")
 
@@ -98,7 +98,7 @@ def set_image_worker(running: bool) -> dict:
     with LOCK:
         item = image_container()
         if running:
-            # A FLUX worker may never overlap a llama profile on the 5080.
+            # The image worker may never overlap a llama profile on the 5080.
             for profile_item in containers().values():
                 stop_container(profile_item)
             if item.get("State") != "running":
diff --git a/platform/docker/wireguard-gateway/entrypoint.sh b/platform/docker/wireguard-gateway/entrypoint.sh
index 73b4a06..c6f0e72 100644
--- a/platform/docker/wireguard-gateway/entrypoint.sh
+++ b/platform/docker/wireguard-gateway/entrypoint.sh
@@ -64,7 +64,7 @@ wg_ipv4=$(ip -4 -o address show dev wg0 | awk 'NR == 1 { split($4, address, "/")
 # The VPN is Athena's normal application network. Nothing below is published
 # on the physical university interface: every listener is bound inside this
 # namespace to the Fritzbox-assigned WireGuard address. Clients on the home
-# VPN may use OpenWebUI, the router and every useful MCP directly.
+# VPN clients may use the router, speech services and Athena operator directly.
 proxy_pids=""
 start_proxy() {
   listen_port=$1
@@ -74,29 +74,10 @@ start_proxy() {
 }
 
 start_proxy 22   172.30.10.1:22
-start_proxy 8080 open-webui:8080
 start_proxy 8081 router:8081
 start_proxy 8085 tts-gateway:8085
 start_proxy 8091 piper:8085
 start_proxy 8092 xtts:80
-start_proxy 9119 hermes:9119
-start_proxy 8642 hermes:8642
-
-# MCP endpoints. Optional services keep their listener even while stopped and
-# begin working automatically as soon as their container is started.
 start_proxy 8202 mcp-athena-operator:8000
-# Portable general web MCP for Pi, Hermes and other clients. OpenWebUI uses
-# its native broad search by default; both paths are site-agnostic.
-start_proxy 8203 tinysearch:8000
-start_proxy 8204 mcp-github:8000
-start_proxy 8205 mcp-homeassistant:8000
-start_proxy 8206 mcp-arr:8000
-start_proxy 8207 mcp-navidrome:3000
-start_proxy 8208 mcp-unraid-ssh:8000
-
-# Search backends are also directly available for diagnostics and alternative
-# clients. Normal chat clients should prefer the MCP endpoint on 8203.
-start_proxy 8210 searxng:8080
-start_proxy 8211 tinysearch:8000
 
 wait $(printf '%s\n' "$proxy_pids" | awk '{print $2}')
diff --git a/platform/llama-dashboard/Dockerfile b/platform/llama-dashboard/Dockerfile
new file mode 100644
index 0000000..0377c1a
--- /dev/null
+++ b/platform/llama-dashboard/Dockerfile
@@ -0,0 +1,14 @@
+FROM python:3.13-slim
+
+ENV PYTHONDONTWRITEBYTECODE=1 \
+    PYTHONUNBUFFERED=1
+
+WORKDIR /app
+COPY app.py /app/app.py
+
+RUN useradd --uid 10020 --create-home --shell /usr/sbin/nologin dashboard
+
+USER 10020:10020
+EXPOSE 8099
+
+CMD ["python", "/app/app.py"]
diff --git a/platform/llama-dashboard/app.py b/platform/llama-dashboard/app.py
new file mode 100644
index 0000000..86e9728
--- /dev/null
+++ b/platform/llama-dashboard/app.py
@@ -0,0 +1,775 @@
+#!/usr/bin/env python3
+from __future__ import annotations
+
+import json
+import os
+import shutil
+import sqlite3
+import subprocess
+import threading
+import time
+import urllib.error
+import urllib.parse
+import urllib.request
+from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
+from pathlib import Path
+from typing import Any
+
+
+HOST = os.getenv("DASHBOARD_HOST", "0.0.0.0")
+PORT = int(os.getenv("DASHBOARD_PORT", "8099"))
+ROUTER_URL = os.getenv("ROUTER_URL", "http://router:8081").rstrip("/")
+ROUTER_API_KEY = os.getenv("ROUTER_API_KEY", "")
+HOST_PROC = Path(os.getenv("HOST_PROC", "/host/proc"))
+HOST_DATA = os.getenv("HOST_DATA", "/host/data")
+HOST_MODELS = Path(os.getenv("HOST_MODELS", "/host/models"))
+STARTED = time.time()
+HISTORY_DB = Path(os.getenv("DASHBOARD_HISTORY_DB", "/var/lib/llama-dashboard/history.sqlite3"))
+HISTORY_INTERVAL = max(5, int(os.getenv("DASHBOARD_HISTORY_INTERVAL", "15")))
+DETAIL_RETENTION_DAYS = max(1, int(os.getenv("DASHBOARD_DETAIL_RETENTION_DAYS", "21")))
+
+
+def _number(value: str) -> int | float | None:
+    value = value.strip()
+    if not value or value.lower() in {"n/a", "[n/a]", "not supported"}:
+        return None
+    try:
+        number = float(value)
+        return int(number) if number.is_integer() else number
+    except ValueError:
+        return None
+
+
+def _read_text(path: Path) -> str:
+    try:
+        return path.read_text(encoding="utf-8", errors="replace")
+    except OSError:
+        return ""
+
+
+class CpuSampler:
+    def __init__(self) -> None:
+        self._lock = threading.Lock()
+        self._previous: tuple[int, int] | None = None
+        self._previous_net: tuple[float, int, int] | None = None
+
+    def sample(self) -> dict[str, Any]:
+        stat = _read_text(HOST_PROC / "stat").splitlines()
+        cpu_line = next((line for line in stat if line.startswith("cpu ")), "")
+        values = [int(item) for item in cpu_line.split()[1:] if item.isdigit()]
+        total = sum(values)
+        idle = sum(values[3:5]) if len(values) >= 5 else 0
+        with self._lock:
+            usage = None
+            if self._previous and total > self._previous[0]:
+                delta_total = total - self._previous[0]
+                delta_idle = idle - self._previous[1]
+                usage = round(100 * (1 - delta_idle / delta_total), 1)
+            self._previous = (total, idle)
+
+        mem: dict[str, int] = {}
+        for line in _read_text(HOST_PROC / "meminfo").splitlines():
+            if ":" not in line:
+                continue
+            key, raw = line.split(":", 1)
+            try:
+                mem[key] = int(raw.strip().split()[0]) * 1024
+            except (ValueError, IndexError):
+                continue
+        total_mem = mem.get("MemTotal", 0)
+        available = mem.get("MemAvailable", 0)
+        used_mem = max(0, total_mem - available)
+        load = _read_text(HOST_PROC / "loadavg").split()
+        uptime_raw = _read_text(HOST_PROC / "uptime").split()
+        uptime = float(uptime_raw[0]) if uptime_raw else None
+        cpu_count = sum(1 for line in stat if line.startswith("cpu") and len(line) > 3 and line[3].isdigit())
+
+        disk: dict[str, Any] = {}
+        try:
+            usage_disk = shutil.disk_usage(HOST_DATA)
+            disk = {"total": usage_disk.total, "used": usage_disk.used, "free": usage_disk.free}
+        except OSError:
+            pass
+        rx_bytes = 0
+        tx_bytes = 0
+        interfaces = 0
+        for line in _read_text(HOST_PROC / "net/dev").splitlines()[2:]:
+            if ":" not in line:
+                continue
+            name, values_raw = line.split(":", 1)
+            if name.strip() == "lo":
+                continue
+            values_net = values_raw.split()
+            if len(values_net) < 9:
+                continue
+            try:
+                rx_bytes += int(values_net[0])
+                tx_bytes += int(values_net[8])
+                interfaces += 1
+            except ValueError:
+                continue
+        now = time.monotonic()
+        rx_rate = None
+        tx_rate = None
+        with self._lock:
+            if self._previous_net and now > self._previous_net[0]:
+                elapsed = now - self._previous_net[0]
+                rx_rate = max(0, rx_bytes - self._previous_net[1]) / elapsed
+                tx_rate = max(0, tx_bytes - self._previous_net[2]) / elapsed
+            self._previous_net = (now, rx_bytes, tx_bytes)
+        return {
+            "usage_percent": usage,
+            "logical_cpus": cpu_count,
+            "load": [float(item) for item in load[:3]] if len(load) >= 3 else [],
+            "memory": {"total": total_mem, "used": used_mem, "available": available},
+            "disk_data": disk,
+            "network": {
+                "interfaces": interfaces,
+                "rx_bytes": rx_bytes,
+                "tx_bytes": tx_bytes,
+                "rx_bytes_per_second": round(rx_rate, 1) if rx_rate is not None else None,
+                "tx_bytes_per_second": round(tx_rate, 1) if tx_rate is not None else None,
+            },
+            "host_uptime_seconds": uptime,
+        }
+
+
+CPU = CpuSampler()
+
+
+GPU_FIELDS = [
+    "index", "name", "uuid", "utilization.gpu", "utilization.memory",
+    "memory.total", "memory.used", "memory.free", "temperature.gpu",
+    "power.draw", "power.limit", "clocks.current.graphics",
+    "clocks.current.memory", "fan.speed", "pstate",
+]
+
+
+def gpu_status() -> tuple[list[dict[str, Any]], str | None]:
+    command = [
+        "nvidia-smi",
+        f"--query-gpu={','.join(GPU_FIELDS)}",
+        "--format=csv,noheader,nounits",
+    ]
+    try:
+        result = subprocess.run(command, capture_output=True, text=True, timeout=4, check=True)
+    except (OSError, subprocess.SubprocessError) as exc:
+        return [], str(exc)
+    cards: list[dict[str, Any]] = []
+    for line in result.stdout.splitlines():
+        values = [value.strip() for value in line.split(",")]
+        if len(values) != len(GPU_FIELDS):
+            continue
+        raw = dict(zip(GPU_FIELDS, values))
+        cards.append({
+            "index": _number(raw["index"]),
+            "name": raw["name"],
+            "uuid": raw["uuid"],
+            "gpu_percent": _number(raw["utilization.gpu"]),
+            "memory_controller_percent": _number(raw["utilization.memory"]),
+            "memory_total_mib": _number(raw["memory.total"]),
+            "memory_used_mib": _number(raw["memory.used"]),
+            "memory_free_mib": _number(raw["memory.free"]),
+            "temperature_c": _number(raw["temperature.gpu"]),
+            "power_w": _number(raw["power.draw"]),
+            "power_limit_w": _number(raw["power.limit"]),
+            "graphics_clock_mhz": _number(raw["clocks.current.graphics"]),
+            "memory_clock_mhz": _number(raw["clocks.current.memory"]),
+            "fan_percent": _number(raw["fan.speed"]),
+            "pstate": raw["pstate"],
+        })
+    return cards, None
+
+
+def gpu_processes() -> list[dict[str, Any]]:
+    command = [
+        "nvidia-smi",
+        "--query-compute-apps=gpu_uuid,pid,process_name,used_memory",
+        "--format=csv,noheader,nounits",
+    ]
+    try:
+        result = subprocess.run(command, capture_output=True, text=True, timeout=4, check=True)
+    except (OSError, subprocess.SubprocessError):
+        return []
+    processes = []
+    for line in result.stdout.splitlines():
+        values = [value.strip() for value in line.split(",", 3)]
+        if len(values) == 4:
+            processes.append({
+                "gpu_uuid": values[0], "pid": _number(values[1]),
+                "name": values[2], "memory_mib": _number(values[3]),
+            })
+    return processes
+
+
+def llama_runtime() -> dict[str, Any]:
+    """Read the running llama.cpp command line from the host procfs."""
+    options = {
+        "--model": "model_path",
+        "--alias": "alias",
+        "--ctx-size": "context_size",
+        "--batch-size": "batch_size",
+        "--ubatch-size": "ubatch_size",
+        "--parallel": "parallel",
+        "--threads": "threads",
+        "--threads-batch": "threads_batch",
+        "--device": "device",
+        "--tensor-split": "tensor_split",
+        "--cache-type-k": "cache_k",
+        "--cache-type-v": "cache_v",
+        "--reasoning-budget": "reasoning_budget",
+        "--spec-draft-n-max": "mtp_draft_tokens",
+    }
+    flags = {
+        "--flash-attn": "flash_attention",
+        "--cache-prompt": "prompt_cache",
+        "--mmproj-offload": "vision_offload",
+    }
+    try:
+        entries = list(HOST_PROC.iterdir())
+    except OSError:
+        return {}
+    for entry in entries:
+        if not entry.name.isdigit():
+            continue
+        raw = _read_text(entry / "cmdline")
+        if not raw:
+            continue
+        args = [item for item in raw.split("\0") if item]
+        if "--model" not in args or not any("llama" in item.lower() or item.endswith("/server") for item in args[:2]):
+            continue
+        result: dict[str, Any] = {"pid": int(entry.name), "executable": args[0]}
+        for index, arg in enumerate(args):
+            if arg in options and index + 1 < len(args):
+                value: Any = args[index + 1]
+                if value.isdigit():
+                    value = int(value)
+                result[options[arg]] = value
+            if arg in flags:
+                value = True
+                if index + 1 < len(args) and args[index + 1].lower() in {"on", "off", "true", "false"}:
+                    value = args[index + 1].lower() in {"on", "true"}
+                result[flags[arg]] = value
+        if result.get("model_path"):
+            result["model_file"] = Path(str(result["model_path"])).name
+        return result
+    return {}
+
+
+def router_status() -> tuple[dict[str, Any], str | None]:
+    headers = {"Accept": "application/json"}
+    if ROUTER_API_KEY:
+        headers["Authorization"] = f"Bearer {ROUTER_API_KEY}"
+    request = urllib.request.Request(f"{ROUTER_URL}/status", headers=headers)
+    try:
+        with urllib.request.urlopen(request, timeout=4) as response:
+            return json.load(response), None
+    except (OSError, urllib.error.URLError, json.JSONDecodeError) as exc:
+        return {}, str(exc)
+
+
+_MODEL_LOCK = threading.Lock()
+_MODEL_AT = 0.0
+_MODEL_CACHE: tuple[list[dict[str, Any]], dict[str, Any]] = ([], {"count": 0, "total_size": 0})
+
+
+def model_inventory() -> tuple[list[dict[str, Any]], dict[str, Any]]:
+    global _MODEL_AT, _MODEL_CACHE
+    now = time.monotonic()
+    with _MODEL_LOCK:
+        if now - _MODEL_AT < 30:
+            return _MODEL_CACHE
+    files: list[dict[str, Any]] = []
+    total = 0
+    try:
+        candidates = sorted(HOST_MODELS.rglob("*.gguf"))
+    except OSError:
+        candidates = []
+    for path in candidates[:100]:
+        try:
+            stat = path.stat()
+        except OSError:
+            continue
+        total += stat.st_size
+        files.append({
+            "name": path.name,
+            "relative_path": str(path.relative_to(HOST_MODELS)),
+            "size": stat.st_size,
+            "modified": stat.st_mtime,
+        })
+    result = (files, {"count": len(files), "total_size": total})
+    with _MODEL_LOCK:
+        _MODEL_CACHE = result
+        _MODEL_AT = now
+    return result
+
+
+class EventTracker:
+    def __init__(self) -> None:
+        self._lock = threading.Lock()
+        self._last: dict[str, Any] = {}
+        self._events: list[dict[str, Any]] = []
+
+    def update(self, router: dict[str, Any], router_error: str | None) -> list[dict[str, Any]]:
+        state = {
+            "profile": router.get("current_profile"),
+            "model": (router.get("upstream") or {}).get("model"),
+            "available": (router.get("qwen") or {}).get("available"),
+            "switching": router.get("switching"),
+            "image_phase": (router.get("image") or {}).get("phase"),
+            "image_model": (router.get("image") or {}).get("model"),
+            "image_loaded": (router.get("image") or {}).get("model_loaded"),
+            "router_error": bool(router_error),
+        }
+        labels = {
+            "profile": "Profil",
+            "model": "Modell",
+            "available": "Inferenz bereit",
+            "switching": "Profilwechsel",
+            "image_phase": "Bildgenerierung",
+            "image_model": "Bildmodell",
+            "image_loaded": "Bildmodell geladen",
+            "router_error": "Routerfehler",
+        }
+        with self._lock:
+            if self._last:
+                for key, value in state.items():
+                    old = self._last.get(key)
+                    if value != old:
+                        self._events.insert(0, {
+                            "timestamp": time.time(),
+                            "name": labels[key],
+                            "from": old,
+                            "to": value,
+                        })
+            self._last = state
+            self._events = self._events[:20]
+            return list(self._events)
+
+
+EVENTS = EventTracker()
+
+_COLLECT_LOCK = threading.Lock()
+_COLLECT_AT = 0.0
+_COLLECT_CACHE: dict[str, Any] = {}
+
+
+def collect() -> dict[str, Any]:
+    global _COLLECT_AT, _COLLECT_CACHE
+    now = time.monotonic()
+    with _COLLECT_LOCK:
+        if now - _COLLECT_AT < 0.75 and _COLLECT_CACHE:
+            return _COLLECT_CACHE
+    gpus, gpu_error = gpu_status()
+    router, router_error = router_status()
+    models, model_summary = model_inventory()
+    result = {
+        "timestamp": time.time(),
+        "dashboard_uptime_seconds": round(time.time() - STARTED, 1),
+        "cpu": CPU.sample(),
+        "gpus": gpus,
+        "gpu_processes": gpu_processes(),
+        "llama_runtime": llama_runtime(),
+        "router": router,
+        "models": models,
+        "model_summary": model_summary,
+        "events": EVENTS.update(router, router_error),
+        "errors": {"gpu": gpu_error, "router": router_error},
+    }
+    with _COLLECT_LOCK:
+        _COLLECT_CACHE = result
+        _COLLECT_AT = now
+    return result
+
+
+class HistoryStore:
+    """Small persistent telemetry store; never stores prompts or responses."""
+
+    TOKEN_KEYS = ("prompt_tokens_total", "prompt_tokens_cached_total", "tokens_predicted_total")
+
+    def __init__(self, path: Path) -> None:
+        path.parent.mkdir(parents=True, exist_ok=True)
+        self._db = sqlite3.connect(path, check_same_thread=False)
+        self._db.row_factory = sqlite3.Row
+        self._lock = threading.Lock()
+        with self._db:
+            self._db.executescript("""
+                PRAGMA journal_mode=WAL;
+                PRAGMA synchronous=NORMAL;
+                CREATE TABLE IF NOT EXISTS meta (key TEXT PRIMARY KEY, value TEXT NOT NULL);
+                CREATE TABLE IF NOT EXISTS samples_raw (
+                    ts INTEGER NOT NULL, gpu_index INTEGER NOT NULL,
+                    gpu_util REAL, memory_used_mib REAL, temperature_c REAL, power_w REAL,
+                    profile TEXT, model TEXT
+                );
+                CREATE INDEX IF NOT EXISTS idx_samples_raw_ts ON samples_raw(ts);
+                CREATE TABLE IF NOT EXISTS samples_hourly (
+                    hour_ts INTEGER NOT NULL, gpu_index INTEGER NOT NULL,
+                    gpu_util_sum REAL, gpu_util_max REAL, memory_used_sum REAL, memory_used_max REAL,
+                    temperature_sum REAL, temperature_max REAL, power_sum REAL, samples INTEGER NOT NULL,
+                    PRIMARY KEY(hour_ts, gpu_index)
+                );
+                CREATE TABLE IF NOT EXISTS token_totals (
+                    id INTEGER PRIMARY KEY CHECK(id=1), prompt_tokens INTEGER NOT NULL DEFAULT 0,
+                    cached_tokens INTEGER NOT NULL DEFAULT 0, output_tokens INTEGER NOT NULL DEFAULT 0
+                );
+                INSERT OR IGNORE INTO token_totals(id) VALUES(1);
+                CREATE TABLE IF NOT EXISTS token_hourly (
+                    hour_ts INTEGER NOT NULL, profile TEXT NOT NULL, model TEXT NOT NULL,
+                    prompt_tokens INTEGER NOT NULL DEFAULT 0, cached_tokens INTEGER NOT NULL DEFAULT 0,
+                    output_tokens INTEGER NOT NULL DEFAULT 0,
+                    PRIMARY KEY(hour_ts, profile, model)
+                );
+                CREATE TABLE IF NOT EXISTS model_events (
+                    ts INTEGER NOT NULL, previous_profile TEXT, profile TEXT,
+                    previous_model TEXT, model TEXT
+                );
+                CREATE INDEX IF NOT EXISTS idx_model_events_ts ON model_events(ts);
+            """)
+
+    def _meta(self, key: str) -> str | None:
+        row = self._db.execute("SELECT value FROM meta WHERE key=?", (key,)).fetchone()
+        return str(row[0]) if row else None
+
+    def _set_meta(self, key: str, value: Any) -> None:
+        self._db.execute(
+            "INSERT INTO meta(key,value) VALUES(?,?) ON CONFLICT(key) DO UPDATE SET value=excluded.value",
+            (key, str(value)),
+        )
+
+    def record(self, snapshot: dict[str, Any]) -> None:
+        ts = int(snapshot.get("timestamp") or time.time())
+        router = snapshot.get("router") or {}
+        image = router.get("image") or {}
+        image_active = image.get("phase") not in (None, "idle")
+        profile = str("image" if image_active else
+                      (router.get("current_profile") or "unknown"))
+        model = str((image.get("model") if image_active else
+                     (router.get("upstream") or {}).get("model")) or "unknown")
+        metrics = ((router.get("llama_telemetry") or {}).get("metrics") or {})
+        runtime = snapshot.get("llama_runtime") or {}
+        runtime_id = f"{runtime.get('pid', 'none')}:{runtime.get('model_file') or model}"
+        hour = ts - ts % 3600
+
+        with self._lock, self._db:
+            for gpu in snapshot.get("gpus") or []:
+                if gpu.get("index") is None:
+                    continue
+                self._db.execute(
+                    "INSERT INTO samples_raw VALUES(?,?,?,?,?,?,?,?)",
+                    (ts, int(gpu["index"]), gpu.get("gpu_percent"), gpu.get("memory_used_mib"),
+                     gpu.get("temperature_c"), gpu.get("power_w"), profile, model),
+                )
+
+            previous_runtime = self._meta("counter_runtime")
+            deltas: list[int] = []
+            for key in self.TOKEN_KEYS:
+                current = max(0, int(float(metrics.get(key) or 0)))
+                previous = int(self._meta(f"counter_{key}") or 0)
+                delta = current - previous if previous_runtime == runtime_id and current >= previous else current
+                deltas.append(max(0, delta))
+                self._set_meta(f"counter_{key}", current)
+            self._set_meta("counter_runtime", runtime_id)
+            if any(deltas):
+                self._db.execute(
+                    "UPDATE token_totals SET prompt_tokens=prompt_tokens+?, cached_tokens=cached_tokens+?, output_tokens=output_tokens+? WHERE id=1",
+                    deltas,
+                )
+                self._db.execute(
+                    """INSERT INTO token_hourly VALUES(?,?,?,?,?,?)
+                       ON CONFLICT(hour_ts,profile,model) DO UPDATE SET
+                       prompt_tokens=prompt_tokens+excluded.prompt_tokens,
+                       cached_tokens=cached_tokens+excluded.cached_tokens,
+                       output_tokens=output_tokens+excluded.output_tokens""",
+                    (hour, profile, model, *deltas),
+                )
+
+            previous_profile = self._meta("last_profile")
+            previous_model = self._meta("last_model")
+            if previous_profile is not None and (profile != previous_profile or model != previous_model):
+                self._db.execute(
+                    "INSERT INTO model_events VALUES(?,?,?,?,?)",
+                    (ts, previous_profile, profile, previous_model, model),
+                )
+            self._set_meta("last_profile", profile)
+            self._set_meta("last_model", model)
+
+    def compact(self) -> None:
+        cutoff = int(time.time()) - DETAIL_RETENTION_DAYS * 86400
+        with self._lock, self._db:
+            self._db.execute("""
+                INSERT INTO samples_hourly
+                SELECT ts-ts%3600, gpu_index, SUM(gpu_util), MAX(gpu_util),
+                       SUM(memory_used_mib), MAX(memory_used_mib), SUM(temperature_c),
+                       MAX(temperature_c), SUM(power_w), COUNT(*)
+                FROM samples_raw WHERE ts < ? GROUP BY ts-ts%3600, gpu_index
+                ON CONFLICT(hour_ts,gpu_index) DO UPDATE SET
+                  gpu_util_sum=gpu_util_sum+excluded.gpu_util_sum,
+                  gpu_util_max=MAX(gpu_util_max,excluded.gpu_util_max),
+                  memory_used_sum=memory_used_sum+excluded.memory_used_sum,
+                  memory_used_max=MAX(memory_used_max,excluded.memory_used_max),
+                  temperature_sum=temperature_sum+excluded.temperature_sum,
+                  temperature_max=MAX(temperature_max,excluded.temperature_max),
+                  power_sum=power_sum+excluded.power_sum,
+                  samples=samples+excluded.samples
+            """, (cutoff,))
+            self._db.execute("DELETE FROM samples_raw WHERE ts < ?", (cutoff,))
+
+    def query(self, range_name: str) -> dict[str, Any]:
+        ranges = {
+            "1h": (3600, 60), "24h": (86400, 300), "7d": (7 * 86400, 1800),
+            "21d": (21 * 86400, 3600), "all": (0, 3600),
+        }
+        seconds, bucket = ranges.get(range_name, ranges["24h"])
+        now = int(time.time())
+        start = 0 if seconds == 0 else now - seconds
+        detail_cutoff = now - DETAIL_RETENTION_DAYS * 86400
+        with self._lock:
+            points: list[dict[str, Any]] = []
+            if start < detail_cutoff:
+                for row in self._db.execute("""
+                    SELECT hour_ts ts,gpu_index,gpu_util_sum/samples gpu_util,gpu_util_max,
+                           memory_used_sum/samples memory_used_mib,memory_used_max,
+                           temperature_sum/samples temperature_c,temperature_max,
+                           power_sum/samples power_w
+                    FROM samples_hourly WHERE hour_ts>=? ORDER BY hour_ts,gpu_index
+                """, (start,)):
+                    points.append(dict(row))
+            raw_start = max(start, detail_cutoff)
+            for row in self._db.execute(f"""
+                SELECT (ts/{bucket})*{bucket} ts,gpu_index,AVG(gpu_util) gpu_util,MAX(gpu_util) gpu_util_max,
+                       AVG(memory_used_mib) memory_used_mib,MAX(memory_used_mib) memory_used_max,
+                       AVG(temperature_c) temperature_c,MAX(temperature_c) temperature_max,
+                       AVG(power_w) power_w
+                FROM samples_raw WHERE ts>=? GROUP BY (ts/{bucket}),gpu_index ORDER BY ts,gpu_index
+            """, (raw_start,)):
+                points.append(dict(row))
+            totals = dict(self._db.execute("SELECT * FROM token_totals WHERE id=1").fetchone())
+            range_tokens = dict(self._db.execute(
+                "SELECT COALESCE(SUM(prompt_tokens),0) prompt_tokens, COALESCE(SUM(cached_tokens),0) cached_tokens, COALESCE(SUM(output_tokens),0) output_tokens FROM token_hourly WHERE hour_ts>=?",
+                (start,),
+            ).fetchone())
+            profile_usage = [dict(row) for row in self._db.execute("""
+                SELECT profile,model,SUM(prompt_tokens) prompt_tokens,
+                       SUM(cached_tokens) cached_tokens,SUM(output_tokens) output_tokens
+                FROM token_hourly WHERE hour_ts>=? GROUP BY profile,model
+                ORDER BY SUM(prompt_tokens+cached_tokens+output_tokens) DESC
+            """, (start,))]
+            events = [dict(row) for row in self._db.execute(
+                "SELECT * FROM model_events WHERE ts>=? ORDER BY ts DESC LIMIT 50", (start,)
+            )]
+            raw_info = dict(self._db.execute(
+                "SELECT COUNT(*) rows, MIN(ts) oldest, MAX(ts) newest FROM samples_raw"
+            ).fetchone())
+        points.sort(key=lambda item: (item["ts"], item["gpu_index"]))
+        return {
+            "range": range_name if range_name in ranges else "24h",
+            "detail_retention_days": DETAIL_RETENTION_DAYS,
+            "sample_interval_seconds": HISTORY_INTERVAL,
+            "points": points,
+            "token_totals": totals,
+            "range_tokens": range_tokens,
+            "profile_usage": profile_usage,
+            "model_events": events,
+            "storage": raw_info,
+        }
+
+
+HISTORY = HistoryStore(HISTORY_DB)
+
+
+def history_collector() -> None:
+    next_compaction = 0.0
+    while True:
+        started = time.monotonic()
+        try:
+            HISTORY.record(collect())
+            if time.time() >= next_compaction:
+                HISTORY.compact()
+                next_compaction = time.time() + 3600
+        except Exception as exc:
+            print(f"history collector: {exc}", flush=True)
+        time.sleep(max(1, HISTORY_INTERVAL - (time.monotonic() - started)))
+
+
+HTML = r'''<!doctype html>
+<html lang="de"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width,initial-scale=1">
+<title>Athena · llama.cpp Dashboard</title>
+<style>
+:root{color-scheme:dark;--bg:#070b11;--panel:#0d141e;--panel2:#111b28;--line:#213044;--text:#e7eef7;--muted:#8fa1b5;--cyan:#45d7ff;--green:#66e3a4;--amber:#ffc65c;--red:#ff6b7a}
+*{box-sizing:border-box}body{margin:0;background:radial-gradient(circle at 15% -10%,#183049 0,transparent 35%),var(--bg);font:14px/1.45 Inter,ui-sans-serif,system-ui;color:var(--text)}main{max-width:1450px;margin:auto;padding:24px}.top{display:flex;align-items:flex-end;justify-content:space-between;gap:20px;margin-bottom:20px}.eyebrow{color:var(--cyan);font-weight:700;letter-spacing:.14em;text-transform:uppercase;font-size:11px}h1{margin:3px 0 0;font-size:30px}.live{display:flex;align-items:center;gap:8px;color:var(--muted)}.dot{width:9px;height:9px;border-radius:50%;background:var(--green);box-shadow:0 0 14px var(--green)}.grid{display:grid;grid-template-columns:repeat(12,1fr);gap:14px}.card{background:linear-gradient(145deg,rgba(17,27,40,.96),rgba(10,16,24,.96));border:1px solid var(--line);border-radius:14px;padding:17px;min-width:0}.span3{grid-column:span 3}.span4{grid-column:span 4}.span6{grid-column:span 6}.span12{grid-column:span 12}.label{color:var(--muted);font-size:12px;text-transform:uppercase;letter-spacing:.08em}.value{font-size:26px;font-weight:750;margin-top:5px;white-space:nowrap;overflow:hidden;text-overflow:ellipsis}.sub{color:var(--muted);margin-top:4px}.bar-label{display:flex;justify-content:space-between;color:var(--muted);font-size:11px;margin-top:13px}.bar{height:9px;background:#070b11;border-radius:99px;overflow:hidden;margin-top:5px}.fill{height:100%;width:0;background:linear-gradient(90deg,var(--cyan),var(--green));transition:width .5s}.fill.gpu-load{background:linear-gradient(90deg,#8b7cff,var(--cyan))}.gpu-title{display:flex;justify-content:space-between;align-items:center;gap:12px}.badge{border:1px solid var(--line);background:#07101a;color:var(--cyan);padding:4px 8px;border-radius:99px;font-size:11px}.metrics{display:grid;grid-template-columns:repeat(4,1fr);gap:12px;margin-top:16px}.metric b{display:block;font-size:18px}.metric span{color:var(--muted);font-size:11px}.status{color:var(--green)}.status.bad{color:var(--red)}table{border-collapse:collapse;width:100%;margin-top:10px}th,td{text-align:left;padding:8px;border-bottom:1px solid var(--line)}th{color:var(--muted);font-weight:500}.error{color:var(--red);white-space:pre-wrap}.footer{color:var(--muted);font-size:12px;text-align:right;margin-top:14px}@media(max-width:900px){.span3,.span4,.span6{grid-column:span 12}.metrics{grid-template-columns:repeat(2,1fr)}.top{align-items:flex-start;flex-direction:column}}
+.amber{color:var(--amber)}.section-title{grid-column:span 12;margin:10px 2px -3px;color:var(--cyan);font-size:12px;font-weight:750;letter-spacing:.13em;text-transform:uppercase}.slot-list{display:grid;gap:12px;margin-top:13px}.slot{border:1px solid var(--line);border-radius:11px;padding:13px;background:#09111b}.slot-head,.row{display:flex;justify-content:space-between;align-items:center;gap:12px}.slot-head b{font-size:16px}.profiles{display:grid;grid-template-columns:repeat(2,1fr);gap:9px;margin-top:13px}.profile-item{border:1px solid var(--line);border-radius:10px;padding:10px}.profile-item.active{border-color:var(--cyan);box-shadow:inset 0 0 0 1px #45d7ff33}.profile-item b{display:block}.profile-item span{color:var(--muted);font-size:11px}.scroll{max-height:330px;overflow:auto}.scroll th{position:sticky;top:0;background:var(--panel)}.event{padding:8px 0;border-bottom:1px solid var(--line)}.event:last-child{border:0}.event time{color:var(--muted);font-size:11px;margin-right:8px}@media(max-width:900px){.profiles{grid-template-columns:1fr}}
+.span4 .metrics{grid-template-columns:repeat(2,1fr)}
+.history-controls{display:flex;flex-wrap:wrap;gap:7px;margin:10px 0 14px}.history-controls button{border:1px solid var(--line);background:#09111b;color:var(--muted);padding:6px 10px;border-radius:8px;cursor:pointer}.history-controls button.active{color:var(--cyan);border-color:var(--cyan)}.chart-legend{display:flex;flex-wrap:wrap;gap:8px;margin:2px 0 10px}.chart-legend button{border:1px solid var(--series);background:#09111b;color:var(--text);padding:6px 10px;border-radius:8px;cursor:pointer}.chart-legend button::before{content:'';display:inline-block;width:10px;height:3px;background:var(--series);margin:0 7px 3px 0}.chart-legend button.off{opacity:.4;text-decoration:line-through}.chart{width:100%;height:250px;display:block}.token-total{font-size:24px;font-weight:750;margin-top:5px}.history-note{color:var(--muted);font-size:11px;margin-top:8px}
+.usage-list{display:grid;gap:13px;margin-top:8px}.usage-head{display:flex;justify-content:space-between;gap:14px;align-items:baseline}.usage-head b{font-size:16px}.usage-head span{color:var(--muted)}.usage-meta{display:flex;justify-content:space-between;gap:12px;color:var(--muted);font-size:11px;margin-top:5px}
+</style></head><body><main>
+<div class="top"><div><div class="eyebrow">Mike AI · Live Telemetry</div><h1>Athena llama.cpp Dashboard</h1></div><div class="live"><span class="dot" id="dot"></span><span id="updated">verbinde …</span></div></div>
+<section class="grid">
+  <article class="card span3"><div class="label">Aktives Profil</div><div class="value" id="profile">–</div><div class="sub" id="profileSub">Router wird abgefragt</div></article>
+  <article class="card span3"><div class="label">Modell</div><div class="value" id="model">–</div><div class="sub" id="modelSub">–</div></article>
+  <article class="card span3"><div class="label">CPU</div><div class="value" id="cpu">–</div><div class="bar"><div class="fill" id="cpuBar"></div></div><div class="sub" id="load">–</div></article>
+  <article class="card span3"><div class="label">System-RAM</div><div class="value" id="ram">–</div><div class="bar"><div class="fill" id="ramBar"></div></div><div class="sub" id="ramSub">–</div></article>
+  <div id="gpuCards" class="span12 grid"></div>
+  <div class="section-title">Inferenz · Live</div>
+  <article class="card span3"><div class="label">Generierung</div><div class="value" id="generationRate">–</div><div class="sub" id="generationSub">Token pro Sekunde</div></article>
+  <article class="card span3"><div class="label">Prompt-Einlesen</div><div class="value" id="promptRate">–</div><div class="sub" id="promptSub">Token pro Sekunde</div></article>
+  <article class="card span3"><div class="label">Prompt-Cache</div><div class="value" id="cacheHit">–</div><div class="bar"><div class="fill" id="cacheBar"></div></div><div class="sub" id="cacheSub">–</div></article>
+  <article class="card span3"><div class="label">Anfragen</div><div class="value" id="requestState">–</div><div class="sub" id="requestSub">–</div></article>
+  <article class="card span12"><div class="label">Slots und Kontextfenster</div><div class="slot-list" id="slotCards"><div class="sub">Telemetrie wird geladen …</div></div></article>
+  <article class="card span4"><div class="label">MTP / Speculative Decoding</div><div class="value" id="mtpAcceptance">–</div><div class="bar"><div class="fill gpu-load" id="mtpBar"></div></div><div class="metrics"><div class="metric"><b id="mtpDrafted">–</b><span>Draft-Token</span></div><div class="metric"><b id="mtpAccepted">–</b><span>akzeptiert</span></div><div class="metric"><b id="mtpSteps">–</b><span>Prüfschritte</span></div><div class="metric"><b id="mtpDepth">–</b><span>Draft-Tiefe</span></div></div></article>
+  <article class="card span4"><div class="label">Tokenzähler seit Modellstart</div><div class="metrics" id="counters"></div></article>
+  <article class="card span4"><div class="label">Modell-Eigenschaften</div><div class="metrics" id="modelDetails"></div></article>
+  <div class="section-title">Langzeitstatistik</div>
+  <article class="card span4"><div class="label">Eingabe-Tokens gesamt</div><div class="token-total" id="historyInput">–</div><div class="sub" id="historyInputSub">neu + Prompt-Cache</div></article>
+  <article class="card span4"><div class="label">Ausgabe-Tokens gesamt</div><div class="token-total" id="historyOutput">–</div><div class="sub" id="historyOutputSub">seit Beginn der Aufzeichnung</div></article>
+  <article class="card span4"><div class="label">Historie</div><div class="token-total" id="historyStorage">–</div><div class="sub">21 Tage detailliert, danach Stundenwerte</div></article>
+  <article class="card span12"><div class="row"><div><div class="label">GPU-Verlauf</div><div class="sub">Auslastung und Temperatur beider Karten</div></div><div class="history-controls" id="historyRanges"><button data-range="1h">1 h</button><button data-range="24h" class="active">24 h</button><button data-range="7d">7 Tage</button><button data-range="21d">21 Tage</button><button data-range="all">Gesamt</button></div></div><div class="chart-legend" id="gpuLegend"></div><canvas class="chart" id="gpuHistoryChart"></canvas><div class="history-note" id="historyNote">Historie wird geladen …</div></article>
+  <article class="card span12"><div class="row"><div><div class="label">Nutzung nach Profil und Modell</div><div class="sub">Prozentanteil im oben gewählten Zeitraum</div></div><div class="history-controls" id="usageModes"><button data-mode="total" class="active">Gesamte Tokenarbeit</button><button data-mode="output">Nur Ausgabe</button></div></div><div class="usage-list" id="profileUsage"><div class="sub">Nutzungsverteilung wird geladen …</div></div></article>
+  <article class="card span12"><div class="label">Dauerhafte Modellwechsel</div><table><thead><tr><th>Zeit</th><th>Profil</th><th>Modell</th></tr></thead><tbody id="historyEvents"><tr><td colspan="3">Noch keine Wechsel aufgezeichnet</td></tr></tbody></table></article>
+  <div class="section-title">Router · Profile · Dienste</div>
+  <article class="card span6"><div class="label">Inferenz</div><div class="value status" id="availability">–</div><div class="metrics"><div class="metric"><b id="activeChats">–</b><span>aktive Anfragen</span></div><div class="metric"><b id="routerUptime">–</b><span>Router-Uptime</span></div><div class="metric"><b id="switching">–</b><span>Profilwechsel</span></div><div class="metric"><b id="dataDisk">–</b><span>/data belegt</span></div></div></article>
+  <article class="card span6"><div class="label">Verfügbare Profile</div><div class="profiles" id="profiles"></div></article>
+  <article class="card span6"><div class="label">Zusatzdienste</div><div class="metrics" id="services"></div></article>
+  <article class="card span6"><div class="label">Netzwerk und Host</div><div class="metrics" id="hostMetrics"></div></article>
+  <div class="section-title">Hardware · Dateien · Laufzeit</div>
+  <article class="card span6"><div class="label">GPU-Prozesse</div><table><thead><tr><th>GPU</th><th>Prozess</th><th>PID</th><th>VRAM</th></tr></thead><tbody id="processes"><tr><td colspan="4">–</td></tr></tbody></table></article>
+  <article class="card span6"><div class="label">Ereignisse seit Dashboard-Start</div><div id="events"><div class="sub">Noch keine Zustandsänderung</div></div></article>
+  <article class="card span12"><div class="label">llama.cpp Laufzeitkonfiguration</div><div class="metrics" id="runtime"><div class="metric"><b>–</b><span>wird gelesen</span></div></div></article>
+  <article class="card span12"><div class="row"><div><div class="label">Verfügbare GGUF-Dateien</div><div class="sub" id="modelSummary">–</div></div></div><div class="scroll"><table><thead><tr><th>Datei</th><th>Pfad</th><th>Größe</th><th>Geändert</th></tr></thead><tbody id="modelFiles"><tr><td colspan="4">–</td></tr></tbody></table></div></article>
+  <article class="card span12 error" id="errors" hidden></article>
+</section><div class="footer">Aktualisierung jede Sekunde · Nur lesende Telemetrie</div>
+</main><script>
+const $=id=>document.getElementById(id); const pct=n=>n==null?'–':`${n.toFixed?.(1)??n}%`; const gib=b=>b?`${(b/1073741824).toFixed(1)} GiB`:'–'; const dur=s=>{if(s==null)return'–';let d=Math.floor(s/86400),h=Math.floor(s%86400/3600),m=Math.floor(s%3600/60);return d?`${d}d ${h}h`:`${h}h ${m}m`};
+function gpuCard(g){let total=g.memory_total_mib||0,used=g.memory_used_mib||0,p=total?used/total*100:0,load=Math.max(0,Math.min(100,g.gpu_percent||0));return `<article class="card span6"><div class="gpu-title"><div><div class="label">GPU ${g.index}</div><div class="value">${g.name}</div></div><span class="badge">${g.pstate||'–'}</span></div><div class="metrics"><div class="metric"><b>${pct(g.gpu_percent)}</b><span>GPU-Kern</span></div><div class="metric"><b>${(used/1024).toFixed(1)} / ${(total/1024).toFixed(1)} GiB</b><span>VRAM</span></div><div class="metric"><b>${g.temperature_c??'–'} °C</b><span>Temperatur</span></div><div class="metric"><b>${g.power_w??'–'} / ${g.power_limit_w??'–'} W</b><span>Leistung</span></div><div class="metric"><b>${g.graphics_clock_mhz??'–'} MHz</b><span>Grafiktakt</span></div><div class="metric"><b>${g.memory_clock_mhz??'–'} MHz</b><span>Speichertakt</span></div><div class="metric"><b>${pct(g.memory_controller_percent)}</b><span>Memory Controller</span></div><div class="metric"><b>${pct(g.fan_percent)}</b><span>Lüfter</span></div></div><div class="bar-label"><span>GPU-Auslastung</span><span>${load.toFixed(1)} %</span></div><div class="bar"><div class="fill gpu-load" style="width:${load}%"></div></div><div class="bar-label"><span>VRAM-Belegung</span><span>${p.toFixed(1)} %</span></div><div class="bar"><div class="fill" style="width:${Math.min(100,p)}%"></div></div><div class="sub">${(g.memory_free_mib/1024).toFixed(1)} GiB VRAM frei</div></article>`}
+const imagePhaseLabel=p=>({"stopping-qwen":"Qwen wird entladen","loading-image":"Bildmodell wird geladen","generating":"Bild wird generiert","unloading-image":"Bildmodell wird entladen","restoring-qwen":"Qwen wird wiederhergestellt"}[p]||p||'bereit');
+async function refresh(){try{let r=await fetch('/api/status',{cache:'no-store'});if(!r.ok)throw Error(`HTTP ${r.status}`);let d=await r.json(),c=d.cpu||{},m=c.memory||{},rt=d.router||{},up=rt.upstream||{},q=rt.qwen||{},lr=d.llama_runtime||{},img=rt.image||{},imageActive=img.phase&&img.phase!=='idle';$('profile').textContent=imageActive?'Bildgenerierung':(rt.current_profile||'nicht geladen');$('profileSub').textContent=imageActive?imagePhaseLabel(img.phase):(rt.switching?`Wechsel zu ${rt.switching}`:`Kontext: ${up.ctx?up.ctx.toLocaleString('de-DE'):'–'} Token`);$('model').textContent=imageActive?(img.model||'Bildmodell'):(up.model||'–');$('modelSub').textContent=imageActive?`${img.model_loaded?'geladen':'wird vorbereitet'} · Worker ${img.worker||'–'}`:(lr.model_file|| (up.reachable?'llama.cpp erreichbar':'llama.cpp nicht erreichbar'));$('cpu').textContent=pct(c.usage_percent);$('cpuBar').style.width=`${c.usage_percent||0}%`;$('load').textContent=`${c.logical_cpus||'–'} Threads · Load ${(c.load||[]).join(' / ')}`;let rp=m.total?m.used/m.total*100:0;$('ram').textContent=pct(rp);$('ramBar').style.width=`${rp}%`;$('ramSub').textContent=`${gib(m.used)} / ${gib(m.total)}`;$('gpuCards').innerHTML=(d.gpus||[]).map(gpuCard).join('')||'<article class="card span12 error">Keine GPU-Daten verfügbar</article>';$('availability').textContent=imageActive?imagePhaseLabel(img.phase):(q.available?'bereit':'nicht bereit');$('availability').className=`value status ${(imageActive||q.available)?'':'bad'}`;$('activeChats').textContent=q.active_chats??'–';$('routerUptime').textContent=dur(rt.uptime_seconds);$('switching').textContent=imageActive?imagePhaseLabel(img.phase):(rt.switching||'nein');let disk=c.disk_data||{},dp=disk.total?disk.used/disk.total*100:null;$('dataDisk').textContent=pct(dp);$('processes').innerHTML=(d.gpu_processes||[]).map(p=>`<tr><td>${(d.gpus||[]).find(g=>g.uuid===p.gpu_uuid)?.index??'–'}</td><td>${p.name}</td><td>${p.pid}</td><td>${p.memory_mib??'–'} MiB</td></tr>`).join('')||'<tr><td colspan="4">Keine Compute-Prozesse gemeldet</td></tr>';let runtime=[['Modell-Datei',lr.model_file],['PID',lr.pid],['Kontext',lr.context_size?lr.context_size.toLocaleString('de-DE'):'–'],['Batch / µBatch',`${lr.batch_size??'–'} / ${lr.ubatch_size??'–'}`],['Parallel',lr.parallel],['Threads',`${lr.threads??'–'} / ${lr.threads_batch??'–'}`],['Geräte',lr.device],['Tensor-Split',lr.tensor_split],['KV-Cache',`${lr.cache_k??'–'} / ${lr.cache_v??'–'}`],['Flash Attention',lr.flash_attention?'an':'aus'],['Prompt-Cache',lr.prompt_cache?'an':'aus'],['MTP Draft',lr.mtp_draft_tokens]];$('runtime').innerHTML=runtime.map(([k,v])=>`<div class="metric"><b>${v??'–'}</b><span>${k}</span></div>`).join('');let es=Object.entries(d.errors||{}).filter(([,v])=>v);$('errors').hidden=!es.length;$('errors').textContent=es.map(([k,v])=>`${k}: ${v}`).join('\n');$('updated').textContent=`Live · ${new Date(d.timestamp*1000).toLocaleTimeString('de-DE')}`;$('dot').style.background='var(--green)'}catch(e){$('updated').textContent=`Verbindung gestört: ${e.message}`;$('dot').style.background='var(--red)'}}refresh();setInterval(refresh,1000);
+</script><script src="/full.js"></script><script src="/history.js"></script></body></html>'''
+
+
+FULL_JS = r'''
+const deNum=n=>n==null?'–':Number(n).toLocaleString('de-DE',{maximumFractionDigits:1});
+const bytesRate=n=>n==null?'–':n>=1048576?`${(n/1048576).toFixed(1)} MiB/s`:`${(n/1024).toFixed(1)} KiB/s`;
+const metric=(value,label)=>`<div class="metric"><b>${value??'–'}</b><span>${label}</span></div>`;
+const boolLabel=v=>v===true?'ja':v===false?'nein':'–';
+function slotHtml(s){
+  let used=s.context_used||0,total=s.n_ctx||0,p=total?Math.min(100,used/total*100):0;
+  let state=s.processing?'arbeitet':'frei';
+  return `<div class="slot"><div class="slot-head"><b>Slot ${s.id??'–'} · ${state}</b><span class="badge">${s.speculative?'MTP aktiv':'Standard'}</span></div><div class="bar-label"><span>${deNum(used)} / ${deNum(total)} Token</span><span>${p.toFixed(1)} %</span></div><div class="bar"><div class="fill" style="width:${p}%"></div></div><div class="metrics">${metric(deNum(s.prompt_tokens),'Prompt')}${metric(deNum(s.prompt_cached),'Cache-Token')}${metric(deNum(s.decoded_tokens),'generiert')}${metric(deNum(s.remaining_generation),'Ausgabe übrig')}${metric(s.task_id??'–','Task-ID')}${metric(s.temperature??'–','Temperatur')}${metric(boolLabel(s.stream),'Streaming')}${metric(deNum(s.max_tokens),'Ausgabelimit')}</div></div>`;
+}
+async function refreshFull(){
+  try{
+    let response=await fetch('/api/status',{cache:'no-store'}); if(!response.ok) return;
+    let d=await response.json(),rt=d.router||{},lt=rt.llama_telemetry||{},met=lt.metrics||{},props=lt.props||{},lr=d.llama_runtime||{},cpu=d.cpu||{},net=cpu.network||{};
+    let gen=met.predicted_tokens_seconds,prompt=met.prompt_tokens_seconds;
+    $('generationRate').textContent=gen==null?'–':`${deNum(gen)} tok/s`;
+    let genAvg=met.tokens_predicted_seconds_total?met.tokens_predicted_total/met.tokens_predicted_seconds_total:null;
+    $('generationSub').textContent=genAvg==null?'Aktuelle llama.cpp-Messung':`Gesamtdurchschnitt ${deNum(genAvg)} tok/s`;
+    $('promptRate').textContent=prompt==null?'–':`${deNum(prompt)} tok/s`;
+    let promptAvg=met.prompt_seconds_total?met.prompt_tokens_total/met.prompt_seconds_total:null;
+    $('promptSub').textContent=promptAvg==null?'Aktuelle llama.cpp-Messung':`Gesamtdurchschnitt ${deNum(promptAvg)} tok/s`;
+    let cached=Number(met.prompt_tokens_cached_total||0),processed=Number(met.prompt_tokens_total||0),hit=(cached+processed)?cached/(cached+processed)*100:null;
+    $('cacheHit').textContent=hit==null?'–':`${hit.toFixed(1)} %`;$('cacheBar').style.width=`${hit||0}%`;
+    $('cacheSub').textContent=hit==null?'Keine Cache-Metrik':`${deNum(cached)} wiederverwendet · ${deNum(processed)} neu`;
+    let running=Number(met.requests_processing??(rt.qwen||{}).active_chats??0),waiting=Number(met.requests_deferred||0);
+    $('requestState').textContent=`${running} aktiv · ${waiting} wartet`;
+    $('requestSub').textContent=`${(lt.slots||[]).filter(s=>!s.processing).length} freie Slots`;
+    $('slotCards').innerHTML=(lt.slots||[]).map(slotHtml).join('')||'<div class="sub">Slot-Telemetrie momentan nicht verfügbar</div>';
+    let drafted=Number(met.spec_decode_num_draft_tokens_total||0),accepted=Number(met.spec_decode_num_accepted_tokens_total||0),acceptance=drafted?accepted/drafted*100:null;
+    $('mtpAcceptance').textContent=acceptance==null?'–':`${acceptance.toFixed(1)} % akzeptiert`;$('mtpBar').style.width=`${acceptance||0}%`;
+    $('mtpDrafted').textContent=deNum(drafted);$('mtpAccepted').textContent=deNum(accepted);$('mtpSteps').textContent=deNum(met.spec_decode_num_drafts_total);$('mtpDepth').textContent=lr.mtp_draft_tokens??'–';
+    $('counters').innerHTML=metric(deNum(met.prompt_tokens_total),'Prompt neu')+metric(deNum(met.prompt_tokens_cached_total),'Prompt aus Cache')+metric(deNum(met.tokens_predicted_total),'generierte Token')+metric(deNum(met.n_decode_total),'Decode-Aufrufe')+metric(deNum(met.n_tokens_max),'größte Sequenz')+metric(deNum(met.n_busy_slots_per_decode),'Slots je Decode');
+    let modalities=Object.entries(props.modalities||{}).filter(([,v])=>v).map(([k])=>k).join(', ')||'–';
+    $('modelDetails').innerHTML=metric(props.model_ftype||'–','Quantisierung')+metric(props.total_slots??lr.parallel??'–','Slots')+metric(modalities,'Modalitäten')+metric(deNum(props.default_context||lr.context_size),'Kontext')+metric(props.model_alias||lr.alias||'–','Alias')+metric(lr.reasoning_budget??'–','Reasoning-Budget');
+    $('profiles').innerHTML=Object.entries(rt.profiles||{}).map(([name,ctx])=>`<div class="profile-item ${name===rt.current_profile?'active':''}"><b>${name}</b><span>${Number(ctx).toLocaleString('de-DE')} Token${name===rt.current_profile?' · aktiv':''}</span></div>`).join('')||'<div class="sub">Keine Profile gemeldet</div>';
+    let tts=rt.tts||{},stt=rt.stt||{},img=rt.image||{};
+    $('services').innerHTML=metric(tts.ready?'bereit':'nicht bereit',`TTS · ${tts.engine||'–'}`)+metric(tts.speaker||'–','Stimme')+metric(stt.reachable?'bereit':'aus','STT')+metric(img.worker||'–','Bild-Worker')+metric(img.model||'–','Bildmodell')+metric(img.phase==='idle'?'inaktiv':imagePhaseLabel(img.phase),'Bildstatus')+metric(img.model_loaded?'geladen':'entladen','Modellzustand')+metric(img.last_seconds==null?'–':`${deNum(img.last_seconds)} s`,'letztes Bild');
+    $('hostMetrics').innerHTML=metric(bytesRate(net.rx_bytes_per_second),'Netzwerk empfangen')+metric(bytesRate(net.tx_bytes_per_second),'Netzwerk gesendet')+metric(dur(cpu.host_uptime_seconds),'Host-Uptime')+metric(dur(d.dashboard_uptime_seconds),'Dashboard-Uptime')+metric((cpu.load||[]).join(' / ')||'–','Load 1/5/15')+metric(net.interfaces??'–','Interfaces');
+    let summary=d.model_summary||{};$('modelSummary').textContent=`${summary.count??0} Dateien · ${gib(summary.total_size||0)} gesamt`;
+    $('modelFiles').innerHTML=(d.models||[]).map(f=>`<tr><td>${f.name}</td><td>${f.relative_path}</td><td>${gib(f.size)}</td><td>${new Date(f.modified*1000).toLocaleString('de-DE')}</td></tr>`).join('')||'<tr><td colspan="4">Keine GGUF-Dateien im eingebundenen Modellordner</td></tr>';
+    $('events').innerHTML=(d.events||[]).map(e=>`<div class="event"><time>${new Date(e.timestamp*1000).toLocaleTimeString('de-DE')}</time><b>${e.name}</b>: ${String(e.from??'–')} → ${String(e.to??'–')}</div>`).join('')||'<div class="sub">Noch keine Zustandsänderung</div>';
+  }catch(_){/* Die bestehende Verbindungsanzeige meldet Fehler bereits sichtbar. */}
+}
+refreshFull();setInterval(refreshFull,1000);
+'''
+
+
+HISTORY_JS = r'''
+let historyRange='24h',usageMode='total',lastProfileUsage=[];
+const historyColors=['#45d7ff','#ffb454','#66e3a4','#c39bff'];
+const hiddenHistorySeries=new Set();let lastHistoryPoints=[];
+function drawHistory(points){
+  lastHistoryPoints=points;
+  const canvas=$('gpuHistoryChart'),rect=canvas.getBoundingClientRect(),ratio=window.devicePixelRatio||1;
+  canvas.width=Math.max(1,Math.floor(rect.width*ratio));canvas.height=Math.max(1,Math.floor(rect.height*ratio));
+  const x=canvas.getContext('2d');x.scale(ratio,ratio);const w=rect.width,h=rect.height,pad={l:42,r:44,t:16,b:28};
+  x.clearRect(0,0,w,h);x.strokeStyle='#213044';x.fillStyle='#8fa1b5';x.font='11px system-ui';x.lineWidth=1;
+  for(let i=0;i<=4;i++){let y=pad.t+(h-pad.t-pad.b)*i/4;x.beginPath();x.moveTo(pad.l,y);x.lineTo(w-pad.r,y);x.stroke();x.fillText(`${100-i*25}%`,4,y+4);x.fillText(`${100-i*25}°`,w-pad.r+7,y+4)}
+  if(!points.length){x.fillText('Noch keine historischen Messwerte',pad.l+10,h/2);return}
+  const min=Math.min(...points.map(p=>p.ts)),max=Math.max(...points.map(p=>p.ts));
+  const px=t=>pad.l+(t-min)/Math.max(1,max-min)*(w-pad.l-pad.r), py=v=>pad.t+(100-Math.max(0,Math.min(100,v)))/100*(h-pad.t-pad.b);
+  const span=max-min,ticks=5;
+  for(let i=0;i<ticks;i++){
+    const ts=min+span*i/(ticks-1),xx=px(ts),date=new Date(ts*1000);
+    const label=span<=2*86400
+      ?date.toLocaleTimeString('de-DE',{hour:'2-digit',minute:'2-digit'})
+      :span<=45*86400
+        ?date.toLocaleString('de-DE',{day:'2-digit',month:'2-digit',hour:'2-digit',minute:'2-digit'})
+        :date.toLocaleDateString('de-DE',{day:'2-digit',month:'2-digit',year:'2-digit'});
+    x.strokeStyle='#172538';x.beginPath();x.moveTo(xx,pad.t);x.lineTo(xx,h-pad.b);x.stroke();
+    x.fillStyle='#8fa1b5';x.textAlign=i===0?'left':i===ticks-1?'right':'center';x.fillText(label,xx,h-7);
+  }
+  x.textAlign='start';
+  const ids=[...new Set(points.map(p=>p.gpu_index))].sort();
+  $('gpuLegend').innerHTML=ids.flatMap((id,idx)=>[['load',`GPU ${id} Auslastung`,historyColors[idx*2%historyColors.length]],['temp',`GPU ${id} Temperatur`,historyColors[(idx*2+1)%historyColors.length]]].map(([kind,label,color])=>{let key=`${id}:${kind}`;return `<button data-series="${key}" class="${hiddenHistorySeries.has(key)?'off':''}" style="--series:${color}" aria-pressed="${hiddenHistorySeries.has(key)?'false':'true'}">${label}</button>`})).join('');
+  ids.forEach((id,idx)=>{let rows=points.filter(p=>p.gpu_index===id),load=historyColors[idx*2%historyColors.length],temp=historyColors[(idx*2+1)%historyColors.length];
+    [[load,'gpu_util','load'],[temp,'temperature_c','temp']].forEach(([color,key,kind])=>{if(hiddenHistorySeries.has(`${id}:${kind}`))return;x.beginPath();x.strokeStyle=color;x.lineWidth=2;let first=true;rows.forEach(p=>{if(p[key]==null)return;let xx=px(p.ts),yy=py(Number(p[key]));first?(x.moveTo(xx,yy),first=false):x.lineTo(xx,yy)});x.stroke()})});
+}
+async function refreshHistory(){try{let r=await fetch(`/api/history?range=${historyRange}`,{cache:'no-store'});if(!r.ok)throw Error(`HTTP ${r.status}`);let d=await r.json(),t=d.token_totals||{},input=Number(t.prompt_tokens||0)+Number(t.cached_tokens||0);$('historyInput').textContent=deNum(input);$('historyInputSub').textContent=`${deNum(t.prompt_tokens)} neu · ${deNum(t.cached_tokens)} aus Cache`;$('historyOutput').textContent=deNum(t.output_tokens||0);$('historyStorage').textContent=`${deNum((d.storage||{}).rows||0)} Messpunkte`;drawHistory(d.points||[]);renderProfileUsage(d.profile_usage||[]);$('historyNote').textContent=`Bereich ${d.range} · Messung alle ${d.sample_interval_seconds}s · Detaildaten ${d.detail_retention_days} Tage`;$('historyEvents').innerHTML=(d.model_events||[]).slice(0,15).map(e=>`<tr><td>${new Date(e.ts*1000).toLocaleString('de-DE')}</td><td>${e.previous_profile||'–'} → ${e.profile||'–'}</td><td>${e.previous_model||'–'} → ${e.model||'–'}</td></tr>`).join('')||'<tr><td colspan="3">Noch keine Wechsel aufgezeichnet</td></tr>'}catch(e){$('historyNote').textContent=`Historie nicht verfügbar: ${e.message}`}}
+function renderProfileUsage(rows){lastProfileUsage=rows;let value=r=>usageMode==='output'?Number(r.output_tokens||0):Number(r.prompt_tokens||0)+Number(r.cached_tokens||0)+Number(r.output_tokens||0),sum=rows.reduce((n,r)=>n+value(r),0);$('profileUsage').innerHTML=rows.map((r,i)=>{let v=value(r),p=sum?v/sum*100:0,input=Number(r.prompt_tokens||0)+Number(r.cached_tokens||0);return `<div class="usage-row"><div class="usage-head"><b>${r.profile||'unbekannt'} <span>· ${r.model||'–'}</span></b><strong>${p.toFixed(1)} %</strong></div><div class="bar"><div class="fill" style="width:${p}%;background:${historyColors[i%historyColors.length]}"></div></div><div class="usage-meta"><span>${deNum(input)} Eingabe · ${deNum(r.output_tokens||0)} Ausgabe</span><span>${deNum(v)} gewertet</span></div></div>`}).join('')||'<div class="sub">In diesem Zeitraum wurden noch keine Token aufgezeichnet.</div>'}
+$('usageModes').addEventListener('click',e=>{let b=e.target.closest('button[data-mode]');if(!b)return;usageMode=b.dataset.mode;document.querySelectorAll('#usageModes button').forEach(x=>x.classList.toggle('active',x===b));renderProfileUsage(lastProfileUsage)});
+$('historyRanges').addEventListener('click',e=>{let b=e.target.closest('button[data-range]');if(!b)return;historyRange=b.dataset.range;document.querySelectorAll('#historyRanges button').forEach(x=>x.classList.toggle('active',x===b));refreshHistory()});
+$('gpuLegend').addEventListener('click',e=>{let b=e.target.closest('button[data-series]');if(!b)return;let key=b.dataset.series;hiddenHistorySeries.has(key)?hiddenHistorySeries.delete(key):hiddenHistorySeries.add(key);drawHistory(lastHistoryPoints)});
+window.addEventListener('resize',()=>refreshHistory());refreshHistory();setInterval(refreshHistory,15000);
+'''
+
+
+class Handler(BaseHTTPRequestHandler):
+    server_version = "AthenaDashboard/1.0"
+
+    def log_message(self, fmt: str, *args: Any) -> None:
+        return
+
+    def _send(self, status: int, body: bytes, content_type: str) -> None:
+        self.send_response(status)
+        self.send_header("Content-Type", content_type)
+        self.send_header("Content-Length", str(len(body)))
+        self.send_header("Cache-Control", "no-store")
+        self.send_header("X-Content-Type-Options", "nosniff")
+        self.end_headers()
+        self.wfile.write(body)
+
+    def do_GET(self) -> None:
+        path = self.path.split("?", 1)[0]
+        if path == "/":
+            self._send(200, HTML.encode(), "text/html; charset=utf-8")
+        elif path == "/full.js":
+            self._send(200, FULL_JS.encode(), "text/javascript; charset=utf-8")
+        elif path == "/history.js":
+            self._send(200, HISTORY_JS.encode(), "text/javascript; charset=utf-8")
+        elif path == "/health":
+            self._send(200, b'{"status":"ok"}', "application/json")
+        elif path == "/api/status":
+            body = json.dumps(collect(), ensure_ascii=False, separators=(",", ":")).encode()
+            self._send(200, body, "application/json; charset=utf-8")
+        elif path == "/api/history":
+            query = urllib.parse.parse_qs(urllib.parse.urlsplit(self.path).query)
+            range_name = query.get("range", ["24h"])[0]
+            body = json.dumps(HISTORY.query(range_name), ensure_ascii=False, separators=(",", ":")).encode()
+            self._send(200, body, "application/json; charset=utf-8")
+        else:
+            self._send(404, b'{"error":"not found"}', "application/json")
+
+
+if __name__ == "__main__":
+    threading.Thread(target=history_collector, name="history-collector", daemon=True).start()
+    ThreadingHTTPServer((HOST, PORT), Handler).serve_forever()
diff --git a/platform/mcp/Dockerfile.arr b/platform/mcp/Dockerfile.arr
deleted file mode 100644
index 746913e..0000000
--- a/platform/mcp/Dockerfile.arr
+++ /dev/null
@@ -1,12 +0,0 @@
-FROM python:3.13-slim AS builder
-COPY --from=ghcr.io/astral-sh/uv:0.11.7 /uv /uvx /bin/
-RUN uv pip install --system --break-system-packages "arr-mcp[mcp]==1.0.1"
-
-FROM python:3.13-slim
-COPY --from=builder /usr/local /usr/local
-RUN groupadd --system --gid 10001 mcp \
-    && useradd --system --uid 10001 --gid 10001 --no-create-home mcp
-USER 10001:10001
-EXPOSE 8000
-ENTRYPOINT ["arr-mcp"]
-CMD ["--transport", "streamable-http", "--host", "0.0.0.0", "--port", "8000", "--auth-type", "none"]
diff --git a/platform/mcp/Dockerfile.github b/platform/mcp/Dockerfile.github
deleted file mode 100644
index a80cce6..0000000
--- a/platform/mcp/Dockerfile.github
+++ /dev/null
@@ -1,25 +0,0 @@
-FROM ghcr.io/github/github-mcp-server@sha256:1817b57d43916532dc002bdc5f344d639bd9fb54a9148d42168458f7c3280567 AS github
-
-FROM python:3.13-slim@sha256:ffb752e139c0a19692a43af8d8523b274222dd68eebad5d583b45c2201c6e30a
-
-ARG MCP_PROXY_VERSION=0.12.0
-RUN pip install --no-cache-dir "mcp-proxy==${MCP_PROXY_VERSION}" "mcp==1.29.0"
-
-# GitHub publishes a minimal image containing only the official Go binary.
-# mcp-proxy contributes transport conversion only; GitHub API behavior and
-# every exposed tool remain implemented by GitHub's official MCP server.
-COPY --from=github /server/github-mcp-server /usr/local/bin/github-mcp-server
-
-RUN useradd --system --uid 10001 --create-home --home-dir /app mcp
-USER 10001:10001
-WORKDIR /app
-EXPOSE 8000
-# This is the same OpenWebUI-compatible stateless transport used by Athena's
-# other Python/stdio MCP adapters. The official GitHub binary remains the only
-# component implementing GitHub operations.
-# mcp-proxy intentionally starts stdio children with a minimal environment.
-# Explicit pass-through is required so the GitHub subprocess receives the PAT
-# already injected into this container by Docker. The value is never placed on
-# the command line, image, logs or Open WebUI connection record.
-ENTRYPOINT ["mcp-proxy", "--host", "0.0.0.0", "--port", "8000", "--stateless", "--pass-environment", "--"]
-CMD ["/usr/local/bin/github-mcp-server", "stdio", "--read-only", "--tools", "search_repositories,get_file_contents,search_code"]
diff --git a/platform/mcp/Dockerfile.homeassistant-relay b/platform/mcp/Dockerfile.homeassistant-relay
deleted file mode 100644
index 799d715..0000000
--- a/platform/mcp/Dockerfile.homeassistant-relay
+++ /dev/null
@@ -1,8 +0,0 @@
-FROM nginx:1.29-alpine
-COPY platform/mcp/homeassistant.conf.template /etc/nginx/templates/homeassistant.conf.template
-COPY platform/mcp/ha-relay-entrypoint.sh /usr/local/bin/ha-relay-entrypoint
-RUN chmod 0755 /usr/local/bin/ha-relay-entrypoint \
-    && mkdir -p /tmp/client_temp /tmp/proxy_temp \
-    && chown -R nginx:nginx /tmp/client_temp /tmp/proxy_temp
-EXPOSE 8000
-ENTRYPOINT ["/usr/local/bin/ha-relay-entrypoint"]
diff --git a/platform/mcp/Dockerfile.navidrome b/platform/mcp/Dockerfile.navidrome
deleted file mode 100644
index 9eebe45..0000000
--- a/platform/mcp/Dockerfile.navidrome
+++ /dev/null
@@ -1,8 +0,0 @@
-FROM ghcr.io/blakeem/navidrome-mcp:2.2.0@sha256:047f911a5a8f7cc8f185bb4d6e7ca6c435542edefff4694a00c2f718ab0ee7f5
-
-# llama.cpp's tool-schema converter requires every JSON-Schema regex to be
-# fully anchored. Upstream 2.2.0 omits the trailing `$` on exactly two radio
-# URL fields. Fail the build if upstream changes instead of patching blindly.
-USER root
-RUN node -e 'const fs=require("node:fs"); const p="/app/dist/tools/handlers/radio-handlers.js"; let s=fs.readFileSync(p,"utf8"); const a="pattern: '\''^https?://.+'\''"; const b="pattern: '\''^https?://.+$'\''"; const n=s.split(a).length-1; if(n!==2) throw new Error(`expected 2 schema patterns, found ${n}`); fs.writeFileSync(p,s.split(a).join(b));'
-USER node
diff --git a/platform/mcp/Dockerfile.unraid-ssh b/platform/mcp/Dockerfile.unraid-ssh
deleted file mode 100644
index 5701134..0000000
--- a/platform/mcp/Dockerfile.unraid-ssh
+++ /dev/null
@@ -1,15 +0,0 @@
-FROM python:3.13-slim
-
-ARG MCP_PROXY_VERSION=0.12.0
-RUN apt-get update \
-    && apt-get install -y --no-install-recommends openssh-client \
-    && rm -rf /var/lib/apt/lists/* \
-    && pip install --no-cache-dir "mcp-proxy==${MCP_PROXY_VERSION}" "mcp>=1.17,<2" \
-    && useradd --system --uid 10001 --create-home --home-dir /app mcp
-
-RUN touch /app/unraid_mcp.py && chown 10001:10001 /app/unraid_mcp.py
-USER 10001:10001
-WORKDIR /app
-EXPOSE 8000
-ENTRYPOINT ["mcp-proxy", "--host", "0.0.0.0", "--port", "8000", "--stateless", "--"]
-CMD ["python", "/app/unraid_mcp.py"]
diff --git a/platform/mcp/Dockerfile.web b/platform/mcp/Dockerfile.web
deleted file mode 100644
index 760df02..0000000
--- a/platform/mcp/Dockerfile.web
+++ /dev/null
@@ -1,18 +0,0 @@
-FROM python:3.13-slim
-
-ARG MCP_PROXY_VERSION=0.12.0
-ARG YT_DLP_VERSION=2026.7.4
-RUN pip install --no-cache-dir \
-    "mcp-proxy==${MCP_PROXY_VERSION}" \
-    "mcp>=1.17,<2" \
-    "yt-dlp==${YT_DLP_VERSION}"
-
-RUN useradd --system --uid 10001 --create-home --home-dir /app mcp
-COPY web-search/web_search_mcp.py /app/web_search_mcp.py
-RUN chown -R 10001:10001 /app
-
-USER 10001:10001
-WORKDIR /app
-EXPOSE 8000
-ENTRYPOINT ["mcp-proxy", "--host", "0.0.0.0", "--port", "8000", "--stateless", "--"]
-CMD ["python", "/app/web_search_mcp.py"]
diff --git a/platform/mcp/compose.github-maintenance.yaml b/platform/mcp/compose.github-maintenance.yaml
deleted file mode 100644
index 6f32790..0000000
--- a/platform/mcp/compose.github-maintenance.yaml
+++ /dev/null
@@ -1,12 +0,0 @@
-services:
-  mcp-github:
-    # Temporary, operator-controlled maintenance mode. It deliberately omits
-    # delete, merge, repository creation, issue mutation and workflow tools.
-    command:
-      - /usr/local/bin/github-mcp-server
-      - stdio
-      - --tools
-      - search_repositories,get_repository_tree,get_file_contents,search_code,list_branches,create_branch,create_or_update_file,push_files,create_pull_request
-    environment:
-      GITHUB_READ_ONLY: "0"
-      GITHUB_TOOLS: search_repositories,get_repository_tree,get_file_contents,search_code,list_branches,create_branch,create_or_update_file,push_files,create_pull_request
diff --git a/platform/mcp/compose.yaml b/platform/mcp/compose.yaml
index caf158a..6b0e130 100644
--- a/platform/mcp/compose.yaml
+++ b/platform/mcp/compose.yaml
@@ -12,147 +12,8 @@ x-tool-common: &tool-common
       max-file: "3"
 
 services:
-  mcp-web:
-    <<: *tool-common
-    # Historical site-specific facade. Kept only for rollback while the
-    # default portable endpoint points directly at TinySearch's broad MCP.
-    profiles: [legacy-web]
-    build:
-      context: ..
-      dockerfile: mcp/Dockerfile.web
-    image: mike-ai/mcp-web:local
-    container_name: mike-ai-mcp-web
-    # The relay fetches and validates public result pages itself.  It therefore
-    # needs both the private tool network and the explicitly separated egress
-    # network; keeping it on `tools` only makes search discovery work while
-    # every page fetch fails.
-    networks: [tools, tools-egress]
-    dns: ["${AI_DNS:-1.1.1.1}"]
-    environment:
-      TINYSEARCH_MCP_URL: http://tinysearch:8000/mcp
-      SEARXNG_URL: http://searxng:8080
-      WEB_SEARCH_BUDGET_MAX_RELATED: "3"
-      YOUTUBE_TIMEOUT: "45"
-    depends_on:
-      tinysearch:
-        condition: service_started
-    healthcheck:
-      test: ["CMD", "python", "-c", "import socket; s=socket.create_connection(('127.0.0.1', 8000), 2); s.close()"]
-      interval: 30s
-      timeout: 5s
-      retries: 5
-      start_period: 15s
-
-  searxng:
-    <<: *tool-common
-    image: searxng/searxng@sha256:e45d5894bfaa0bf8773b9f283795ae57f1c15ddb29c8cecb70b3665b0ce9ec60
-    container_name: mike-ai-tools-searxng
-    dns: ["${AI_DNS:-1.1.1.1}"]
-    volumes:
-      - ${SEARXNG_SETTINGS_FILE:-../web-search/searxng-settings.example.yml}:/etc/searxng/settings.yml:ro
-    networks: [tools, tools-egress]
-
-  tinysearch:
-    <<: *tool-common
-    # TinySearch v0.6.1. This release fixes the crawler behavior observed with
-    # v0.5.1 and adds the current search -> scrape_urls workflow.
-    image: marcellm01/tinysearch@sha256:7a7d0585f5000f462e699e42b97409715826a9e2edcd09a166afa93a4b7cba31
-    container_name: mike-ai-tools-tinysearch
-    dns: ["${AI_DNS:-1.1.1.1}"]
-    # Crawl4AI keeps transient browser/session state here.  The container stays
-    # read-only; only this disposable runtime directory (and /tmp from the
-    # common hardening block) is writable.
-    tmpfs:
-      - /tmp:rw,noexec,nosuid,nodev,size=64m
-      - /home/tinysearch/.crawl4ai:rw,nosuid,nodev,size=256m,mode=1777
-    shm_size: 1gb
-    volumes:
-      - tinysearch-models:/data/models
-      - ../web-search/tinysearch_config.json:/config/tinysearch_config.json:ro
-    environment:
-      MCP_TRANSPORT: streamable-http
-      MCP_HOST: 0.0.0.0
-      MCP_PORT: "8000"
-      TINYSEARCH_CONFIG_PATH: /config/tinysearch_config.json
-      TINYSEARCH_SEARCH_BACKEND: searxng
-      SEARXNG_URL: http://searxng:8080/search
-    depends_on: [searxng]
-    cap_add: [SETUID, SETGID, CHOWN]
-    networks: [tools, tools-egress]
-    # The image's built-in `tinysearch doctor` also requires a writable
-    # configuration directory, although normal server operation does not.
-    # Check the service socket instead so read-only hardening remains intact.
-    healthcheck:
-      test: ["CMD", "python", "-c", "import socket; s=socket.create_connection(('127.0.0.1', 8000), 2); s.close()"]
-      interval: 30s
-      timeout: 5s
-      retries: 5
-      start_period: 20s
-
-  mcp-homeassistant:
-    <<: *tool-common
-    build:
-      context: ../..
-      dockerfile: platform/mcp/Dockerfile.homeassistant-relay
-    image: mike-ai/mcp-homeassistant-relay:local
-    container_name: mike-ai-mcp-homeassistant
-    profiles: [homeassistant]
-    # Keep the public TLS hostname for SNI/certificate validation, but route it
-    # to the private reverse proxy through WireGuard. Public DNS may otherwise
-    # resolve to the Fritzbox WAN address, which is unreachable/hairpinned from
-    # Athena's remote-site containers.
-    extra_hosts:
-      - "ha.casaderoll.de:${HOME_LAN_PROXY_IP:-192.168.1.2}"
-    volumes:
-      - ${HA_ENV_FILE:-/etc/mike-ai/homeassistant-admin-mcp.env}:/run/secrets/homeassistant.env:ro
-    cap_add: [CHOWN, SETUID, SETGID]
-    networks: [tools, tools-egress]
-
-  mcp-arr:
-    <<: *tool-common
-    build:
-      context: .
-      dockerfile: Dockerfile.arr
-    image: mike-ai/mcp-arr:1.0.1-patched
-    container_name: mike-ai-mcp-arr
-    profiles: [arr]
-    env_file:
-      - ${ARR_ENV_FILE:-/etc/mike-ai/arr-mcp.env}
-    volumes:
-      # The local fork adds bounded read-only Sonarr pseudo-actions. Keep the
-      # patch explicit until upstream publishes a self-contained 2.x image.
-      - ${ARR_SONARR_PATCH:-./patches/mcp_sonarr.py}:/usr/local/lib/python3.13/site-packages/arr_mcp/mcp/mcp_sonarr.py:ro
-      # Upstream's generic "Execute any Radarr API action" text gives small
-      # models no routing boundary. This overlay changes guidance only.
-      - ${ARR_RADARR_PATCH:-./patches/mcp_radarr.py}:/usr/local/lib/python3.13/site-packages/arr_mcp/mcp/mcp_radarr.py:ro
-    networks: [tools, tools-egress]
-
-  mcp-navidrome:
-    <<: *tool-common
-    # Version and amd64 manifest are pinned. The image contains no mpv, so it
-    # cannot play audio on the headless AI host and does not expose playback
-    # controls. It talks to Navidrome only through its authenticated API.
-    build:
-      context: .
-      dockerfile: Dockerfile.navidrome
-    image: mike-ai/mcp-navidrome:2.2.0-schemafix1
-    container_name: mike-ai-mcp-navidrome
-    profiles: [navidrome]
-    env_file:
-      - ${NAVIDROME_MCP_ENV_FILE:-/etc/mike-ai/navidrome-mcp.env}
-    environment:
-      MCP_TRANSPORT: http
-      MCP_HTTP_EXPOSE: "true"
-      MCP_HTTP_PORT: "3000"
-      # OpenWebUI uses the Docker name; Pi/Hermes may reach the same endpoint
-      # directly through Athena's WireGuard address and VPN port 8207.
-      MCP_HTTP_ALLOWED_HOSTS: "mike-ai-mcp-navidrome:3000,mike-ai-mcp-navidrome,${VPN_SERVICE_IP:-192.168.1.212}:8207,${VPN_SERVICE_IP:-192.168.1.212}"
-      WEBUI_ENABLED: "false"
-    tmpfs:
-      - /tmp:rw,noexec,nosuid,nodev,size=64m
-      - /config:rw,noexec,nosuid,nodev,size=4m,mode=0700
-    networks: [tools, tools-egress]
-
+  # Einziger MCP auf Athena: die schmale Fassade zum root-eigenen Operator.
+  # Alle portablen Fach-MCPs laufen als eigene Container auf Unraid.
   mcp-athena-operator:
     <<: *tool-common
     build:
@@ -163,61 +24,10 @@ services:
     environment:
       ATHENA_OPERATOR_SOCKET: /operator/operator.sock
     volumes:
-      # The unprivileged MCP facade sees only the root-owned executor socket.
-      # Docker, source, models, Git credentials and host paths remain on the
-      # executor side and are reachable only through structured operations.
       - /run/mike-ai-operator:/operator:ro
-    networks: [tools]
     healthcheck:
-      test: ["CMD", "python", "-c", "import socket; s=socket.create_connection(('127.0.0.1',8000),2); s.close()"]
+      test: [CMD, python, -c, "import socket; s=socket.create_connection(('127.0.0.1',8000),2); s.close()"]
       interval: 30s
       timeout: 5s
       retries: 5
       start_period: 10s
-
-  mcp-github:
-    <<: *tool-common
-    build:
-      context: .
-      dockerfile: Dockerfile.github
-    image: mike-ai/mcp-github:github-v1.10.1-mcp-proxy-v0.12.0
-    container_name: mike-ai-mcp-github
-    profiles: [github]
-    env_file:
-      - ${GITHUB_MCP_ENV_FILE:-/etc/mike-ai/github-mcp.env}
-    environment:
-      # These server-side limits remain authoritative even if a client asks
-      # for broader toolsets. The token itself must also remain read-only.
-      GITHUB_TOOLS: search_repositories,get_file_contents,search_code
-      GITHUB_READ_ONLY: "1"
-    networks: [tools, tools-egress]
-    healthcheck:
-      test: ["CMD", "python", "-c", "import socket; s=socket.create_connection(('127.0.0.1',8000),2); s.close()"]
-      interval: 30s
-      timeout: 5s
-      retries: 5
-      start_period: 15s
-
-  mcp-unraid-ssh:
-    <<: *tool-common
-    profiles: [extended]
-    build:
-      context: .
-      dockerfile: Dockerfile.unraid-ssh
-    image: mike-ai/mcp-unraid-ssh:local
-    container_name: mike-ai-mcp-unraid-ssh
-    environment:
-      UNRAID_MCP_CONFIG: /run/config/unraid-mcp.json
-    volumes:
-      - ${UNRAID_MCP_SOURCE:-/opt/mike-ai/unraid-agent/unraid_mcp.py}:/app/unraid_mcp.py:ro
-      - ${UNRAID_MCP_CONFIG:-/etc/mike-ai/unraid-mcp.json}:/run/config/unraid-mcp.json:ro
-      - ${UNRAID_SSH_KEY:-/etc/mike-ai/keys/unraid_root}:/etc/mike-ai/keys/unraid_root:ro
-      - ${UNRAID_KNOWN_HOSTS:-/etc/mike-ai/ssh/known_hosts_unraid_ai}:/etc/mike-ai/ssh/known_hosts_unraid_ai:ro
-      - unraid-audit:/var/log/mike-ai
-    networks: [tools, tools-egress]
-
-volumes:
-  tinysearch-models:
-    name: mike-ai-tools_tinysearch-models
-    external: true
-  unraid-audit:
diff --git a/platform/mcp/github-mcp-mode.sh b/platform/mcp/github-mcp-mode.sh
deleted file mode 100755
index bb3a874..0000000
--- a/platform/mcp/github-mcp-mode.sh
+++ /dev/null
@@ -1,49 +0,0 @@
-#!/usr/bin/env bash
-set -Eeuo pipefail
-
-MODE=${1:-}
-CONFIRM=${2:-}
-ROOT_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
-PROJECT=mike-ai-tools
-BASE=(docker compose -p "$PROJECT" --profile github -f "$ROOT_DIR/compose.yaml")
-MAINTENANCE=(-f "$ROOT_DIR/compose.github-maintenance.yaml")
-
-die() { printf 'FEHLER: %s\n' "$*" >&2; exit 1; }
-[[ $EUID -eq 0 ]] || die "Bitte als root ausführen."
-
-case "$MODE" in
-  read)
-    "${BASE[@]}" up -d --no-deps --force-recreate mcp-github
-    ;;
-  maintenance)
-    [[ $CONFIRM == --confirm ]] || die \
-      "Wartungsmodus nur mit: $0 maintenance --confirm"
-    "${BASE[@]}" "${MAINTENANCE[@]}" up -d --no-deps --force-recreate mcp-github
-    ;;
-  status)
-    command_line=$(docker inspect -f '{{json .Config.Cmd}}' mike-ai-mcp-github 2>/dev/null || true)
-    if [[ $command_line == *create_branch* ]]; then
-      printf 'GitHub MCP: WARTUNGSMODUS (begrenzter Schreibzugriff)\n'
-    elif [[ $command_line == *--read-only* ]]; then
-      printf 'GitHub MCP: NUR LESEN\n'
-    else
-      die "GitHub-MCP-Modus ist nicht eindeutig; Konfiguration prüfen."
-    fi
-    exit 0
-    ;;
-  *)
-    die "Aufruf: $0 {status|read|maintenance --confirm}"
-    ;;
-esac
-
-# Open WebUI caches MCP capabilities. A short backend restart makes the new
-# allowlist deterministic for all profiles without touching model services.
-docker restart mike-ai-open-webui >/dev/null
-for _ in $(seq 1 30); do
-  [[ $(docker inspect -f '{{.State.Health.Status}}' mike-ai-mcp-github 2>/dev/null || true) == healthy ]] && break
-  sleep 1
-done
-[[ $(docker inspect -f '{{.State.Health.Status}}' mike-ai-mcp-github 2>/dev/null || true) == healthy ]] || \
-  die "GitHub MCP wurde nicht gesund. Zurücksetzen mit: $0 read"
-
-"$0" status
diff --git a/platform/mcp/ha-relay-entrypoint.sh b/platform/mcp/ha-relay-entrypoint.sh
deleted file mode 100644
index 6eb5bc4..0000000
--- a/platform/mcp/ha-relay-entrypoint.sh
+++ /dev/null
@@ -1,23 +0,0 @@
-#!/bin/sh
-set -eu
-
-config=/run/secrets/homeassistant.env
-if [ ! -r "$config" ]; then
-    echo "Home Assistant secret file is missing" >&2
-    exit 1
-fi
-set -a
-. "$config"
-set +a
-: "${HASS_URL:?HASS_URL is required}"
-: "${HASS_TOKEN:?HASS_TOKEN is required}"
-
-upstream=${HASS_URL%/}
-escaped_token=$(printf '%s' "$HASS_TOKEN" | sed 's/[&/]/\\&/g')
-escaped_upstream=$(printf '%s' "$upstream" | sed 's/[&/]/\\&/g')
-sed -e "s/__HASS_TOKEN__/$escaped_token/g" \
-    -e "s/__HASS_UPSTREAM__/$escaped_upstream/g" \
-    /etc/nginx/templates/homeassistant.conf.template \
-    > /tmp/nginx.conf
-unset HASS_TOKEN
-exec nginx -c /tmp/nginx.conf -g 'daemon off;'
diff --git a/platform/mcp/homeassistant.conf.template b/platform/mcp/homeassistant.conf.template
deleted file mode 100644
index 8d2047a..0000000
--- a/platform/mcp/homeassistant.conf.template
+++ /dev/null
@@ -1,30 +0,0 @@
-worker_processes 1;
-pid /tmp/nginx.pid;
-error_log /dev/stderr warn;
-
-events { worker_connections 128; }
-
-http {
-  access_log /dev/stdout;
-  client_body_temp_path /tmp/client_temp;
-  proxy_temp_path /tmp/proxy_temp;
-  fastcgi_temp_path /tmp/fastcgi_temp;
-  uwsgi_temp_path /tmp/uwsgi_temp;
-  scgi_temp_path /tmp/scgi_temp;
-  proxy_buffering off;
-  proxy_read_timeout 600s;
-  proxy_send_timeout 600s;
-
-  server {
-    listen 8000;
-    location /mcp {
-      proxy_pass __HASS_UPSTREAM__/api/hass_mcp;
-      proxy_http_version 1.1;
-      proxy_ssl_server_name on;
-      proxy_ssl_name $proxy_host;
-      proxy_set_header Authorization "Bearer __HASS_TOKEN__";
-      proxy_set_header Host $proxy_host;
-      proxy_set_header Connection "";
-    }
-  }
-}
diff --git a/platform/mcp/install-hass-mcp-yaml-guard.sh b/platform/mcp/install-hass-mcp-yaml-guard.sh
deleted file mode 100755
index 4f80997..0000000
--- a/platform/mcp/install-hass-mcp-yaml-guard.sh
+++ /dev/null
@@ -1,27 +0,0 @@
-#!/usr/bin/env bash
-set -Eeuo pipefail
-umask 077
-
-repo_dir=$(cd "$(dirname "${BASH_SOURCE[0]}")/../.." && pwd)
-source_file=$repo_dir/platform/mcp/patches/hass_mcp/yaml_config.py
-ha_config_dir=${1:-}
-
-die() { printf 'FEHLER: %s\n' "$*" >&2; exit 1; }
-[[ $EUID -eq 0 ]] || die "Bitte als root auf dem Home-Assistant-Host ausführen."
-[[ -n $ha_config_dir ]] || die "Aufruf: $0 /pfad/zum/home-assistant-config"
-[[ -s $source_file ]] || die "Patchdatei fehlt: $source_file"
-
-target=$ha_config_dir/custom_components/hass_mcp/tools/yaml_config.py
-[[ -s $target ]] || die "Native hass_mcp-Installation nicht gefunden: $target"
-
-backup_dir=$ha_config_dir/.hass_mcp_patch_backups
-mkdir -p "$backup_dir"
-chmod 700 "$backup_dir"
-stamp=$(date +%Y%m%d-%H%M%S)
-backup=$backup_dir/yaml_config.py.before-guard-$stamp
-cp -p "$target" "$backup"
-chmod 600 "$backup"
-install -m 0644 "$source_file" "$target"
-
-printf 'YAML Guard installiert. Sicherung: %s\n' "$backup"
-printf 'Home Assistant muss jetzt kontrolliert neu gestartet werden.\n'
diff --git a/platform/mcp/install-tools.sh b/platform/mcp/install-tools.sh
index 95021dd..501d8e8 100755
--- a/platform/mcp/install-tools.sh
+++ b/platform/mcp/install-tools.sh
@@ -16,14 +16,10 @@ docker network inspect mike-ai-tools >/dev/null 2>&1 || \
 docker network inspect mike-ai-tools-egress >/dev/null 2>&1 || \
   docker network create --subnet 172.30.50.0/24 mike-ai-tools-egress >/dev/null
 
-# One administrative MCP exposes ATHENA.md plus the bounded host operator.
+# Einziger MCP auf Athena: ATHENA.md plus der begrenzte Host-Operator.
 "$MCP_DIR/../operator/install-operator.sh"
 
-services=(mcp-athena-operator)
-# Portable Fach-MCPs laufen zentral im MCPHub auf Unraid. Ihre Compose-Blöcke
-# bleiben vorläufig als explizite Rollback-Profile erhalten, werden bei einer
-# normalen Athena-Installation aber weder gebaut noch gestartet.
-echo "ARR, GitHub, Home Assistant und Navidrome werden über MCPHub auf Unraid bereitgestellt."
-"${COMPOSE[@]}" up -d --build "${services[@]}"
+echo "Portable Fach-MCPs laufen als eigene Container auf Unraid."
+"${COMPOSE[@]}" up -d --build mcp-athena-operator
 
 "${COMPOSE[@]}" ps
diff --git a/platform/mcp/patches/hass_mcp/yaml_config.py b/platform/mcp/patches/hass_mcp/yaml_config.py
deleted file mode 100644
index 9bca6db..0000000
--- a/platform/mcp/patches/hass_mcp/yaml_config.py
+++ /dev/null
@@ -1,707 +0,0 @@
-"""Guarded YAML access for Home Assistant configuration files.
-
-The language model is untrusted. Reads are bounded and redact likely inline
-credentials. Every mutation is previewed first, bound to the exact current file
-hash, backed up, written atomically, checked by Home Assistant and rolled back
-when validation or reload fails. ``secrets.yaml`` is never addressable.
-"""
-
-from __future__ import annotations
-
-import copy
-import difflib
-import hashlib
-import json
-import os
-import re
-import secrets
-import time
-from pathlib import Path
-from typing import Any
-
-from homeassistant.core import HomeAssistant
-from homeassistant.util import slugify
-
-from ..identity import user_context
-from ..protocol import ToolError, internal_error
-from ..registry import LIMIT_FIELD, OFFSET_FIELD, paginate, schema, tool
-
-# kind -> (filename, parsed structure, reload service domain)
-_KINDS: dict[str, tuple[str, str, str | None]] = {
-    "automation": ("automations.yaml", "list", "automation"),
-    "script": ("scripts.yaml", "dict", "script"),
-    "scene": ("scenes.yaml", "list", "scene"),
-    # configuration.yaml is intentionally raw-read/replace only. Treating its
-    # top-level keys as CRUD records would be dangerously misleading.
-    "configuration": ("configuration.yaml", "dict", None),
-}
-_STRUCTURED_KINDS = frozenset({"automation", "script", "scene"})
-_OPS = (
-    "list",
-    "get",
-    "read_source",
-    "find_source",
-    "find_commented_blocks",
-    "list_backups",
-    "create",
-    "update",
-    "delete",
-    "replace_source_text",
-    "restore_backup",
-    "reload",
-)
-_MUTATING_OPS = frozenset({"create", "update", "delete", "replace_source_text", "restore_backup"})
-_TICKET_TTL_SECONDS = 600
-_MAX_SOURCE_BYTES = 2 * 1024 * 1024
-_MAX_REPLACEMENT_CHARS = 50_000
-_PENDING: dict[str, dict[str, Any]] = {}
-_SENSITIVE_LINE = re.compile(
-    r"(?i)^(?P<prefix>\s*[^#\n]*(?:password|passwd|token|secret|api[_-]?key|authorization)[^:]*:\s*).*$"
-)
-_SECRET_REFERENCE = re.compile(r"!secret\s+[^\s#]+", re.IGNORECASE)
-
-
-@tool(
-    name="ha_yaml_config",
-    description=(
-        "Safely inspect and edit Home Assistant YAML. Structured CRUD is limited to "
-        "automations.yaml, scripts.yaml and scenes.yaml. Raw source operations also "
-        "allow configuration.yaml so commented-out blocks can be found and reviewed. "
-        "secrets.yaml and arbitrary paths are impossible. Use find_commented_blocks once "
-        "to inventory fully commented YAML entries; use read_source/find_source only for "
-        "other comments or exact YAML text. Every mutation first returns a diff/preview "
-        "and one-time approval_ticket; only repeat the exact unchanged call with "
-        "confirm=true after explicit user approval. Writes create a backup, are atomic, "
-        "run Home Assistant config validation, roll back on failure, and reload the "
-        "affected domain when supported. Never claim a preview changed Home Assistant."
-    ),
-    input_schema=schema(
-        properties={
-            "kind": {"type": "string", "enum": list(_KINDS)},
-            "op": {"type": "string", "enum": list(_OPS)},
-            "id": {
-                "type": "string",
-                "description": "Entry id for structured get/create/update/delete.",
-            },
-            "config": {
-                "type": "object",
-                "additionalProperties": True,
-                "description": "Complete entry config for structured create/update.",
-            },
-            "query": {
-                "type": "string",
-                "maxLength": 500,
-                "description": "Case-insensitive literal text for find_source.",
-            },
-            "start_line": {
-                "type": "integer",
-                "minimum": 1,
-                "default": 1,
-                "description": "First 1-based line returned by read_source.",
-            },
-            "max_lines": {
-                "type": "integer",
-                "minimum": 1,
-                "maximum": 400,
-                "default": 120,
-                "description": "Bounded source lines returned by read_source/find_source.",
-            },
-            "old_text": {
-                "type": "string",
-                "minLength": 1,
-                "maxLength": _MAX_REPLACEMENT_CHARS,
-                "description": "Exact unique YAML source text to replace.",
-            },
-            "new_text": {
-                "type": "string",
-                "maxLength": _MAX_REPLACEMENT_CHARS,
-                "description": "Replacement YAML source text; may be empty to remove a block.",
-            },
-            "backup_id": {
-                "type": "string",
-                "pattern": r"^[a-z0-9_.-]+$",
-                "description": "Opaque filename returned by list_backups.",
-            },
-            "confirm": {
-                "type": "boolean",
-                "default": False,
-                "description": "True only after the user approved the exact preview.",
-            },
-            "approval_ticket": {
-                "type": "string",
-                "description": "One-time ticket from the unchanged mutation preview.",
-            },
-            "limit": LIMIT_FIELD,
-            "offset": OFFSET_FIELD,
-        },
-        required=["kind", "op"],
-    ),
-    read_only=False,
-    idempotent=False,
-    requires_admin=True,
-    write_ops=["create", "update", "replace_source_text", "reload"],
-    destructive_ops=["delete", "restore_backup"],
-    admin_ops=["list", "get", "read_source", "find_source", "find_commented_blocks", "list_backups"],
-)
-async def ha_yaml_config(
-    hass: HomeAssistant,
-    kind: str,
-    op: str,
-    id: str | None = None,
-    config: dict[str, Any] | None = None,
-    query: str | None = None,
-    start_line: int = 1,
-    max_lines: int = 120,
-    old_text: str | None = None,
-    new_text: str | None = None,
-    backup_id: str | None = None,
-    confirm: bool = False,
-    approval_ticket: str | None = None,
-    limit: int = 100,
-    offset: int = 0,
-) -> dict[str, Any]:
-    if kind not in _KINDS:
-        raise ToolError(f"unknown kind '{kind}'")
-    if op not in _OPS:
-        raise ToolError(f"unknown op '{op}'")
-
-    filename, structure, reload_domain = _KINDS[kind]
-    path = Path(hass.config.path(filename))
-
-    if op in {"list", "get", "create", "update", "delete", "reload"} and kind not in _STRUCTURED_KINDS:
-        raise ToolError(
-            "configuration.yaml supports only read_source, find_source, list_backups, "
-            "replace_source_text and restore_backup"
-        )
-
-    if op == "read_source":
-        return await _read_source(hass, path, start_line, max_lines)
-    if op == "find_source":
-        if not query:
-            raise ToolError("op=find_source requires query")
-        return await _find_source(hass, path, query, max_lines)
-    if op == "find_commented_blocks":
-        if kind not in {"automation", "scene"}:
-            raise ToolError("find_commented_blocks supports automation and scene list files")
-        return await _find_commented_blocks(hass, path, max_lines)
-    if op == "list_backups":
-        return await _list_backups(hass, filename, limit, offset)
-    if op == "replace_source_text":
-        if old_text is None or new_text is None:
-            raise ToolError("op=replace_source_text requires old_text and new_text")
-        _reject_sensitive_replacement(old_text, new_text)
-        current = await _read_text(hass, path)
-        if current.count(old_text) != 1:
-            raise ToolError(
-                f"old_text must occur exactly once in {filename}; found {current.count(old_text)} occurrences"
-            )
-        proposed = current.replace(old_text, new_text, 1)
-        await _validate_yaml_text(hass, proposed, structure, filename)
-        change = _change_record(kind, op, current, {"old_text": old_text, "new_text": new_text})
-        if not confirm:
-            return _preview(change, _source_diff(filename, current, proposed))
-        _consume_ticket(change, approval_ticket)
-        return await _commit_text(hass, path, filename, structure, reload_domain, current, proposed)
-    if op == "restore_backup":
-        if not backup_id:
-            raise ToolError("op=restore_backup requires backup_id from list_backups")
-        current = await _read_text(hass, path)
-        restored = await _read_backup(hass, filename, backup_id)
-        await _validate_yaml_text(hass, restored, structure, filename)
-        change = _change_record(kind, op, current, {"backup_id": backup_id})
-        if not confirm:
-            return _preview(change, _source_diff(filename, current, restored), extra={"backup_id": backup_id})
-        _consume_ticket(change, approval_ticket)
-        return await _commit_text(hass, path, filename, structure, reload_domain, current, restored)
-
-    data = await _load(hass, path, structure)
-    if op == "list":
-        return paginate(_to_list(data, structure), limit, offset)
-    if op == "get":
-        if not id:
-            raise ToolError("op=get requires id")
-        item = _find(data, structure, id)
-        if item is None:
-            raise ToolError(f"{kind} '{id}' not found in {filename}")
-        return item
-    if op == "reload":
-        await _reload(hass, reload_domain)
-        return {"reloaded": reload_domain, "changed_file": False}
-
-    current_text = await _read_text(hass, path)
-    proposed_data = _copy_data(data)
-    result: dict[str, Any]
-    if op == "create":
-        if not config:
-            raise ToolError("op=create requires config")
-        # The generated id must be deterministic so the exact preview can be
-        # confirmed in a second call without silently proposing another entry.
-        generated_id = f"mcp_{hashlib.sha256(json.dumps(config, sort_keys=True).encode()).hexdigest()[:16]}"
-        new_id = id or config.get("id") or generated_id
-        if _find(proposed_data, structure, new_id) is not None:
-            raise ToolError(f"{kind} '{new_id}' already exists")
-        if structure == "list":
-            proposed_data.append({"id": new_id, **{k: v for k, v in config.items() if k != "id"}})
-        else:
-            proposed_data[new_id] = config
-        result = {
-            "operation": "create",
-            "id": new_id,
-            "proposed_entry": _find(proposed_data, structure, new_id),
-        }
-    elif op == "update":
-        if not id or not config:
-            raise ToolError("op=update requires id and config")
-        before = _find(proposed_data, structure, id)
-        if before is None or not _replace(proposed_data, structure, id, config):
-            raise ToolError(f"{kind} '{id}' not found")
-        result = {"operation": "update", "id": id, "current_entry": before, "proposed_entry": _find(proposed_data, structure, id)}
-    elif op == "delete":
-        if not id:
-            raise ToolError("op=delete requires id")
-        before = _find(proposed_data, structure, id)
-        if before is None or not _remove(proposed_data, structure, id):
-            raise ToolError(f"{kind} '{id}' not found")
-        result = {"operation": "delete", "id": id, "current_entry": before}
-    else:
-        raise ToolError(f"unsupported op '{op}'")
-
-    change = _change_record(kind, op, current_text, {"id": id, "config": config, "result": result})
-    if not confirm:
-        return _preview(change, extra=result)
-    _consume_ticket(change, approval_ticket)
-    committed = await _commit_data(hass, path, filename, structure, reload_domain, current_text, proposed_data)
-    return {**result, **committed}
-
-
-def _copy_data(data: Any) -> Any:
-    return copy.deepcopy(data)
-
-
-def _fingerprint(text: str) -> str:
-    return hashlib.sha256(text.encode("utf-8")).hexdigest()
-
-
-def _change_record(kind: str, op: str, current: str, arguments: dict[str, Any]) -> dict[str, Any]:
-    return {
-        "kind": kind,
-        "op": op,
-        "current_sha256": _fingerprint(current),
-        "arguments": arguments,
-    }
-
-
-def _new_ticket(change: dict[str, Any]) -> str:
-    now = time.time()
-    for key, value in list(_PENDING.items()):
-        if value["expires_at"] <= now:
-            _PENDING.pop(key, None)
-    ticket = secrets.token_urlsafe(18)
-    _PENDING[ticket] = {
-        "fingerprint": _fingerprint(json.dumps(change, sort_keys=True, separators=(",", ":"))),
-        "expires_at": now + _TICKET_TTL_SECONDS,
-    }
-    return ticket
-
-
-def _consume_ticket(change: dict[str, Any], ticket: str | None) -> None:
-    record = _PENDING.pop(ticket, None) if ticket else None
-    expected = _fingerprint(json.dumps(change, sort_keys=True, separators=(",", ":")))
-    if not record or record["expires_at"] <= time.time() or record["fingerprint"] != expected:
-        raise ToolError(
-            "approval_ticket is missing, expired, already used, or does not match the exact "
-            "change/current file. Run the same operation without confirm, show the preview, "
-            "then repeat unchanged with confirm=true only after explicit user approval."
-        )
-
-
-def _preview(change: dict[str, Any], diff: list[str] | None = None, extra: dict[str, Any] | None = None) -> dict[str, Any]:
-    return {
-        "changed": False,
-        "confirmation_required": True,
-        "approval_ticket": _new_ticket(change),
-        "ticket_expires_in_seconds": _TICKET_TTL_SECONDS,
-        "current_sha256": change["current_sha256"],
-        **(extra or {}),
-        **({"diff": diff, "diff_truncated": len(diff) >= 120} if diff is not None else {}),
-        "model_instruction": (
-            "This is a preview only. Show it to the user and stop. Do not claim anything was "
-            "changed. After explicit approval repeat the exact call with confirm=true and approval_ticket."
-        ),
-    }
-
-
-def _redact_line(line: str) -> str:
-    match = _SENSITIVE_LINE.match(line)
-    if match:
-        return f"{match.group('prefix')}<redacted>"
-    return _SECRET_REFERENCE.sub("!secret <redacted-reference>", line)
-
-
-def _reject_sensitive_replacement(*values: str) -> None:
-    for value in values:
-        if any(_SENSITIVE_LINE.match(line) for line in value.splitlines()) or _SECRET_REFERENCE.search(value):
-            raise ToolError(
-                "Raw replacement containing credential-like keys or !secret references is refused. "
-                "Edit that material locally outside the LLM context."
-            )
-
-
-async def _read_text(hass: HomeAssistant, path: Path) -> str:
-    def _read() -> str:
-        if not path.exists():
-            return ""
-        if path.stat().st_size > _MAX_SOURCE_BYTES:
-            raise ToolError(f"{path.name} exceeds the {_MAX_SOURCE_BYTES} byte safety limit")
-        return path.read_text(encoding="utf-8")
-
-    return await hass.async_add_executor_job(_read)
-
-
-async def _read_source(hass: HomeAssistant, path: Path, start_line: int, max_lines: int) -> dict[str, Any]:
-    text = await _read_text(hass, path)
-    lines = text.splitlines()
-    start = max(1, start_line)
-    count = max(1, min(max_lines, 400))
-    selected = lines[start - 1 : start - 1 + count]
-    return {
-        "file": path.name,
-        "sha256": _fingerprint(text),
-        "total_lines": len(lines),
-        "start_line": start,
-        "returned_lines": len(selected),
-        "has_more": start - 1 + len(selected) < len(lines),
-        "lines": [{"line": start + index, "text": _redact_line(line)} for index, line in enumerate(selected)],
-        "redaction_note": "Credential-like values and !secret reference names are redacted.",
-    }
-
-
-async def _find_source(hass: HomeAssistant, path: Path, query: str, max_lines: int) -> dict[str, Any]:
-    text = await _read_text(hass, path)
-    lines = text.splitlines()
-    hits = [index for index, line in enumerate(lines) if query.casefold() in line.casefold()]
-    cap = max(1, min(max_lines, 400))
-    selected = hits[:cap]
-    return {
-        "file": path.name,
-        "sha256": _fingerprint(text),
-        "authoritative_match_count": len(hits),
-        "returned_count": len(selected),
-        "has_more": len(hits) > len(selected),
-        "matches": [{"line": index + 1, "text": _redact_line(lines[index])} for index in selected],
-        "redaction_note": "Credential-like values and !secret reference names are redacted.",
-    }
-
-
-def _extract_commented_blocks(text: str, max_lines: int) -> tuple[list[dict[str, Any]], bool]:
-    """Return top-level YAML list entries whose every source line is commented.
-
-    This intentionally recognizes only the conservative ``# - id:`` form used
-    by Home Assistant's automations/scenes editor. Ordinary prose comments,
-    partially disabled entries and nested comments are not treated as entries.
-    """
-    lines = text.splitlines()
-    start_pattern = re.compile(r"^\s*#\s*-\s+id\s*:\s*(.*?)\s*$", re.IGNORECASE)
-    alias_pattern = re.compile(r"^\s*#\s+alias\s*:\s*(.*?)\s*$", re.IGNORECASE)
-    blocks: list[dict[str, Any]] = []
-    consumed = 0
-    index = 0
-    truncated = False
-
-    def clean_scalar(value: str) -> str:
-        value = value.strip()
-        if len(value) >= 2 and value[0] == value[-1] and value[0] in {"'", '"'}:
-            return value[1:-1]
-        return value
-
-    while index < len(lines):
-        match = start_pattern.match(lines[index])
-        if not match:
-            index += 1
-            continue
-        start = index
-        block_lines = [lines[index]]
-        index += 1
-        while index < len(lines):
-            if start_pattern.match(lines[index]):
-                break
-            if not lines[index].strip() or not re.match(r"^\s*#", lines[index]):
-                break
-            block_lines.append(lines[index])
-            index += 1
-        if consumed + len(block_lines) > max_lines:
-            truncated = True
-            break
-        alias = None
-        for line in block_lines:
-            alias_match = alias_pattern.match(line)
-            if alias_match:
-                alias = clean_scalar(alias_match.group(1))
-                break
-        blocks.append(
-            {
-                "start_line": start + 1,
-                "end_line": start + len(block_lines),
-                "id": clean_scalar(match.group(1)),
-                "alias": alias,
-                "source": [
-                    {"line": start + offset + 1, "text": _redact_line(line)}
-                    for offset, line in enumerate(block_lines)
-                ],
-            }
-        )
-        consumed += len(block_lines)
-    return blocks, truncated
-
-
-async def _find_commented_blocks(
-    hass: HomeAssistant, path: Path, max_lines: int
-) -> dict[str, Any]:
-    text = await _read_text(hass, path)
-    cap = max(1, min(max_lines, 400))
-    blocks, truncated = _extract_commented_blocks(text, cap)
-    return {
-        "file": path.name,
-        "sha256": _fingerprint(text),
-        "authoritative_block_count": len(blocks) if not truncated else None,
-        "returned_block_count": len(blocks),
-        "returned_source_lines": sum(len(block["source"]) for block in blocks),
-        "has_more": truncated,
-        "blocks": blocks,
-        "recognition_rule": "Only fully commented top-level '# - id:' YAML list entries are returned.",
-        "redaction_note": "Credential-like values and !secret reference names are redacted.",
-    }
-
-
-def _source_diff(filename: str, before: str, after: str) -> list[str]:
-    return list(
-        difflib.unified_diff(
-            before.splitlines(),
-            after.splitlines(),
-            fromfile=f"{filename}:before",
-            tofile=f"{filename}:after",
-            lineterm="",
-            n=3,
-        )
-    )[:120]
-
-
-def _backup_dir(hass: HomeAssistant) -> Path:
-    return Path(hass.config.path(".hass_mcp_backups", "yaml"))
-
-
-async def _create_backup(hass: HomeAssistant, filename: str, content: str) -> str:
-    backup_id = f"{filename}.{time.strftime('%Y%m%d-%H%M%S')}.{_fingerprint(content)[:10]}.bak"
-    directory = _backup_dir(hass)
-
-    def _write() -> None:
-        directory.mkdir(mode=0o700, parents=True, exist_ok=True)
-        target = directory / backup_id
-        target.write_text(content, encoding="utf-8")
-        target.chmod(0o600)
-
-    await hass.async_add_executor_job(_write)
-    return backup_id
-
-
-async def _list_backups(hass: HomeAssistant, filename: str, limit: int, offset: int) -> dict[str, Any]:
-    directory = _backup_dir(hass)
-
-    def _list() -> list[dict[str, Any]]:
-        if not directory.exists():
-            return []
-        rows = []
-        for path in directory.glob(f"{filename}.*.bak"):
-            stat = path.stat()
-            rows.append({"backup_id": path.name, "size": stat.st_size, "created_unix": int(stat.st_mtime)})
-        return sorted(rows, key=lambda row: row["created_unix"], reverse=True)
-
-    return paginate(await hass.async_add_executor_job(_list), limit, offset)
-
-
-async def _read_backup(hass: HomeAssistant, filename: str, backup_id: str) -> str:
-    if Path(backup_id).name != backup_id or not backup_id.startswith(f"{filename}.") or not backup_id.endswith(".bak"):
-        raise ToolError("backup_id is not valid for this YAML kind")
-    path = _backup_dir(hass) / backup_id
-
-    def _read() -> str:
-        if not path.is_file():
-            raise ToolError("backup_id not found")
-        if path.stat().st_size > _MAX_SOURCE_BYTES:
-            raise ToolError("backup exceeds safety limit")
-        return path.read_text(encoding="utf-8")
-
-    return await hass.async_add_executor_job(_read)
-
-
-async def _validate_yaml_text(hass: HomeAssistant, content: str, structure: str, filename: str) -> Any:
-    from homeassistant.util.yaml import parse_yaml
-
-    def _parse() -> Any:
-        parsed = parse_yaml(content) if content.strip() else ([] if structure == "list" else {})
-        if structure == "list" and not isinstance(parsed, list):
-            raise ToolError(f"{filename} must be a YAML list, got {type(parsed).__name__}")
-        if structure == "dict" and not isinstance(parsed, dict):
-            raise ToolError(f"{filename} must be a YAML mapping, got {type(parsed).__name__}")
-        return parsed
-
-    return await hass.async_add_executor_job(_parse)
-
-
-async def _check_full_config(hass: HomeAssistant) -> dict[str, Any]:
-    try:
-        from homeassistant.components.config.core import async_check_ha_config_file
-    except ImportError:
-        from homeassistant.config import async_check_ha_config_file
-
-    result = await async_check_ha_config_file(hass)
-    if result is None:
-        return {"valid": True}
-    if isinstance(result, str):
-        return {"valid": not bool(result), "error": result or None}
-    errors = getattr(result, "errors", None)
-    if errors:
-        return {"valid": False, "error": str(errors)}
-    return {"valid": True, "result": str(result)}
-
-
-async def _atomic_write(hass: HomeAssistant, path: Path, content: str) -> None:
-    def _write() -> None:
-        temporary = path.with_name(f".{path.name}.hass-mcp-{secrets.token_hex(6)}.tmp")
-        try:
-            with temporary.open("w", encoding="utf-8") as handle:
-                handle.write(content)
-                handle.flush()
-                os.fsync(handle.fileno())
-            os.replace(temporary, path)
-        finally:
-            if temporary.exists():
-                temporary.unlink()
-
-    await hass.async_add_executor_job(_write)
-
-
-async def _commit_text(
-    hass: HomeAssistant,
-    path: Path,
-    filename: str,
-    structure: str,
-    reload_domain: str | None,
-    before: str,
-    proposed: str,
-) -> dict[str, Any]:
-    current = await _read_text(hass, path)
-    if _fingerprint(current) != _fingerprint(before):
-        raise ToolError("YAML file changed after preview; refusing stale write and requiring a new preview")
-    await _validate_yaml_text(hass, proposed, structure, filename)
-    backup_id = await _create_backup(hass, filename, before)
-    await _atomic_write(hass, path, proposed)
-    validation = await _check_full_config(hass)
-    if not validation["valid"]:
-        await _atomic_write(hass, path, before)
-        raise ToolError(f"Home Assistant config validation failed; original restored from {backup_id}: {validation.get('error')}")
-    try:
-        if reload_domain:
-            await _reload(hass, reload_domain)
-    except Exception:
-        await _atomic_write(hass, path, before)
-        if reload_domain:
-            try:
-                await _reload(hass, reload_domain)
-            except Exception:
-                pass
-        raise
-    readback = await _read_text(hass, path)
-    return {
-        "changed": readback == proposed,
-        "file": filename,
-        "backup_id": backup_id,
-        "full_config_valid": True,
-        "reloaded": reload_domain,
-        "restart_required": reload_domain is None,
-        "new_sha256": _fingerprint(readback),
-        "exact_readback_match": readback == proposed,
-    }
-
-
-async def _commit_data(
-    hass: HomeAssistant,
-    path: Path,
-    filename: str,
-    structure: str,
-    reload_domain: str | None,
-    before: str,
-    data: Any,
-) -> dict[str, Any]:
-    from homeassistant.util.yaml import save_yaml
-
-    def _render() -> str:
-        temporary = path.with_name(f".{path.name}.hass-mcp-render-{secrets.token_hex(6)}.tmp")
-        try:
-            save_yaml(str(temporary), data)
-            return temporary.read_text(encoding="utf-8")
-        finally:
-            if temporary.exists():
-                temporary.unlink()
-
-    proposed = await hass.async_add_executor_job(_render)
-    return await _commit_text(hass, path, filename, structure, reload_domain, before, proposed)
-
-
-async def _load(hass: HomeAssistant, path: Path, structure: str) -> Any:
-    return await _validate_yaml_text(hass, await _read_text(hass, path), structure, path.name)
-
-
-async def _reload(hass: HomeAssistant, domain: str | None) -> None:
-    if not domain:
-        return
-    try:
-        await hass.services.async_call(domain, "reload", {}, blocking=True, context=user_context())
-    except Exception as error:
-        raise internal_error(f"{domain}.reload failed", error) from error
-
-
-def _derive_entity_id(domain: str, structure: str, new_id: str, config: dict[str, Any]) -> str:
-    slug = slugify(new_id) if structure == "dict" else slugify(config.get("alias") or new_id)
-    return f"{domain}.{slug}"
-
-
-def _to_list(data: Any, structure: str) -> list[dict[str, Any]]:
-    if structure == "list":
-        return list(data)
-    return [{"id": key, **value} for key, value in data.items()]
-
-
-def _find(data: Any, structure: str, id: str) -> dict[str, Any] | None:
-    if structure == "list":
-        for entry in data:
-            if entry.get("id") == id or entry.get("alias") == id:
-                return entry
-        return None
-    return {"id": id, **data[id]} if id in data else None
-
-
-def _replace(data: Any, structure: str, id: str, new: dict[str, Any]) -> bool:
-    if structure == "list":
-        for index, entry in enumerate(data):
-            if entry.get("id") == id:
-                data[index] = {"id": id, **{key: value for key, value in new.items() if key != "id"}}
-                return True
-        return False
-    if id in data:
-        data[id] = new
-        return True
-    return False
-
-
-def _remove(data: Any, structure: str, id: str) -> bool:
-    if structure == "list":
-        for index, entry in enumerate(data):
-            if entry.get("id") == id:
-                del data[index]
-                return True
-        return False
-    if id in data:
-        del data[id]
-        return True
-    return False
diff --git a/platform/mcp/patches/mcp_radarr.py b/platform/mcp/patches/mcp_radarr.py
deleted file mode 100644
index 6daf104..0000000
--- a/platform/mcp/patches/mcp_radarr.py
+++ /dev/null
@@ -1,187 +0,0 @@
-"""Small, explicit, read-only Radarr tools built on the upstream API client."""
-
-import asyncio
-from typing import Any
-
-from fastmcp import FastMCP
-from pydantic import Field
-
-from arr_mcp.auth import get_radarr_client
-
-
-async def _call(client: Any, action: str, kwargs: dict[str, Any] | None = None) -> Any:
-    """Call one known upstream API method without exposing dynamic dispatch."""
-    return await asyncio.to_thread(getattr(client, action), **(kwargs or {}))
-
-
-def _plain(value: Any) -> Any:
-    if hasattr(value, "model_dump") and callable(value.model_dump):
-        return value.model_dump()
-    if hasattr(value, "dict") and callable(value.dict):
-        return value.dict()
-    return value
-
-
-def _movies(value: Any) -> list[dict[str, Any]]:
-    value = _plain(value)
-    if isinstance(value, dict) and "result" in value:
-        value = value["result"]
-    return [item for item in value if isinstance(item, dict)] if isinstance(value, list) else []
-
-
-def _compact_movie(movie: dict[str, Any]) -> dict[str, Any]:
-    return {
-        key: movie[key]
-        for key in ("id", "title", "originalTitle", "year", "status", "monitored", "hasFile", "path", "tmdbId")
-        if movie.get(key) is not None
-    }
-
-
-def _compact_release(item: dict[str, Any]) -> dict[str, Any]:
-    quality = item.get("quality") or {}
-    quality_name = (quality.get("quality") or {}).get("name") if isinstance(quality, dict) else None
-    result = {
-        key: item[key]
-        for key in ("guid", "title", "indexer", "indexerId", "size", "age", "seeders", "leechers", "protocol", "downloadAllowed", "releaseGroup")
-        if item.get(key) is not None
-    }
-    if quality_name:
-        result["quality"] = quality_name
-    if isinstance(item.get("rejections"), list) and item["rejections"]:
-        result["rejections"] = [str(reason)[:180] for reason in item["rejections"][:5]]
-    return result
-
-
-def _codec_aliases(value: str) -> set[str]:
-    aliases = {
-        "h264": {"h264", "x264", "avc"},
-        "x264": {"h264", "x264", "avc"},
-        "avc": {"h264", "x264", "avc"},
-        "h265": {"h265", "x265", "hevc"},
-        "x265": {"h265", "x265", "hevc"},
-        "hevc": {"h265", "x265", "hevc"},
-    }
-    requested: set[str] = set()
-    for item in value.split(","):
-        key = item.strip().casefold()
-        if key:
-            requested.update(aliases.get(key, {key}))
-    return requested
-
-
-def _compact_inventory(
-    movies: list[dict[str, Any]], *, codecs: str = "", query: str = "",
-    offset: int = 0, limit: int = 200,
-) -> dict[str, Any]:
-    wanted = _codec_aliases(codecs)
-    needle = query.strip().casefold()
-    rows: list[dict[str, Any]] = []
-    for movie in movies:
-        movie_file = movie.get("movieFile") or {}
-        if not movie.get("hasFile") or not movie_file:
-            continue
-        media = movie_file.get("mediaInfo") or {}
-        codec = str(media.get("videoCodec") or "unknown")
-        if wanted and codec.casefold() not in wanted:
-            continue
-        title = str(movie.get("title") or "")
-        if needle and needle not in title.casefold():
-            continue
-        quality = movie_file.get("quality") or {}
-        quality_name = (quality.get("quality") or {}).get("name") if isinstance(quality, dict) else None
-        size = int(movie_file.get("size") or 0)
-        rows.append({
-            "radarrId": movie.get("id"),
-            "title": title,
-            "year": movie.get("year"),
-            "movieFileId": movie_file.get("id"),
-            "relativePath": movie_file.get("relativePath"),
-            "sizeBytes": size,
-            "sizeGiB": round(size / 1073741824, 2),
-            "quality": quality_name,
-            "resolution": media.get("resolution"),
-            "videoCodec": codec,
-            "videoBitDepth": media.get("videoBitDepth"),
-            "audioCodec": media.get("audioCodec"),
-            "audioLanguages": media.get("audioLanguages"),
-            "subtitles": media.get("subtitles"),
-        })
-    rows.sort(key=lambda row: (str(row["title"]).casefold(), row.get("year") or 0))
-    total = len(rows)
-    start = max(0, int(offset))
-    count = min(500, max(1, int(limit)))
-    selected = rows[start:start + count]
-    return {
-        "totalMatched": total,
-        "offset": start,
-        "returned": len(selected),
-        "hasMore": start + len(selected) < total,
-        "movies": selected,
-    }
-
-
-def register_radarr_tools(mcp: FastMCP) -> None:
-    @mcp.tool(tags={"radarr"})
-    async def radarr_find_movie(
-        query: str = Field(description="Movie title or title fragment."),
-        limit: int = Field(default=10, ge=1, le=25),
-    ) -> Any:
-        """Find a movie already managed by Radarr. READ ONLY. Never starts a search or download."""
-        needle = query.strip().casefold()
-        if len(needle) < 2:
-            raise ValueError("query must contain at least two characters")
-        movies = _movies(await _call(get_radarr_client(), "get_movie"))
-        matches = [
-            _compact_movie(movie)
-            for movie in movies
-            if needle in " ".join(str(movie.get(key, "")) for key in ("title", "originalTitle", "sortTitle")).casefold()
-        ]
-        return {"query": query, "match_count": len(matches), "matches": matches[:limit], "truncated": len(matches) > limit}
-
-    @mcp.tool(tags={"radarr"})
-    async def radarr_movie_codec_inventory(
-        video_codecs: str = Field(
-            default="",
-            description="Optional comma-separated filter, e.g. h264, x264, h265, x265 or hevc.",
-        ),
-        query: str = Field(default="", description="Optional case-insensitive title fragment."),
-        offset: int = Field(default=0, ge=0),
-        limit: int = Field(default=200, ge=1, le=500),
-    ) -> Any:
-        """Compact authoritative Radarr movie-file inventory. Use for codec, resolution, language and size questions instead of get_movie, raw API requests or filesystem scans. Results are valid bounded JSON without alternate titles, images, overviews or ratings."""
-        client = get_radarr_client()
-        response = _plain(await _call(client, "get_movie"))
-        movies = _movies(response)
-        if not movies and response not in ([], {"result": []}):
-            raise RuntimeError("Radarr get_movie returned an unexpected response")
-        return _compact_inventory(
-            movies, codecs=video_codecs, query=query, offset=offset, limit=limit,
-        )
-
-    @mcp.tool(tags={"radarr"})
-    async def radarr_search_releases(
-        movie_id: int = Field(ge=1, description="Exact Radarr movie id returned by radarr_find_movie."),
-        release_group: str = Field(default="", description="Optional release-group filter."),
-        limit: int = Field(default=50, ge=1, le=100),
-    ) -> Any:
-        """Search Radarr's configured indexers for one movie. READ ONLY: never grabs or downloads a release."""
-        raw = _plain(await _call(get_radarr_client(), "get_release", {"movieId": movie_id}))
-        if isinstance(raw, dict) and "result" in raw:
-            raw = raw["result"]
-        releases = [item for item in raw if isinstance(item, dict)] if isinstance(raw, list) else []
-        needle = release_group.strip().casefold()
-        if needle:
-            releases = [
-                item for item in releases
-                if needle in (str(item.get("releaseGroup", "")) + " " + str(item.get("title", ""))).casefold()
-            ]
-        compact = [_compact_release(item) for item in releases[:limit]]
-        return {
-            "movie_id": movie_id,
-            "release_group_filter": release_group or None,
-            "total": len(releases),
-            "returned": len(compact),
-            "truncated": len(releases) > limit,
-            "results": compact,
-            "download_started": False,
-        }
diff --git a/platform/mcp/patches/mcp_sonarr.py b/platform/mcp/patches/mcp_sonarr.py
deleted file mode 100644
index 786e81e..0000000
--- a/platform/mcp/patches/mcp_sonarr.py
+++ /dev/null
@@ -1,676 +0,0 @@
-"""Sonarr condensed action-routed MCP tool.
-
-CONCEPT:ECO-4.82 — gitlab-style organized per-service tool surface.
-"""
-
-import asyncio
-import os
-import json
-import re
-import secrets
-import time
-from typing import Any
-
-from fastmcp import FastMCP
-from pydantic import Field
-
-from arr_mcp.auth import get_sonarr_client
-
-
-MAX_COLLECTION_ITEMS = 50
-APPROVAL_TTL_SECONDS = 600
-_APPROVALS: dict[str, tuple[float, str]] = {}
-
-
-async def _call(client: Any, action: str, kwargs: dict[str, Any] | None = None) -> Any:
-    """Call one known upstream API method without exposing dynamic dispatch."""
-    method = getattr(client, action)
-    return await asyncio.to_thread(method, **(kwargs or {}))
-
-
-def _plain(value: Any) -> Any:
-    if hasattr(value, "model_dump") and callable(value.model_dump):
-        return value.model_dump()
-    if hasattr(value, "dict") and callable(value.dict):
-        return value.dict()
-    if isinstance(value, list):
-        return [_plain(item) for item in value]
-    if isinstance(value, dict):
-        return {str(key): _plain(item) for key, item in value.items()}
-    return value
-
-
-def _unwrap(value: Any) -> Any:
-    value = _plain(value)
-    if isinstance(value, dict) and set(value) == {"result"}:
-        return value["result"]
-    return value
-
-
-def _pick(item: dict[str, Any], fields: tuple[str, ...]) -> dict[str, Any]:
-    return {field: item[field] for field in fields if item.get(field) is not None}
-
-
-def _compact_series(item: dict[str, Any], include_seasons: bool = False) -> dict[str, Any]:
-    result = _pick(
-        item,
-        ("id", "title", "sortTitle", "year", "status", "monitored", "path", "tvdbId"),
-    )
-    statistics = item.get("statistics") or {}
-    if isinstance(statistics, dict):
-        result["statistics"] = _pick(
-            statistics,
-            ("seasonCount", "episodeFileCount", "episodeCount", "totalEpisodeCount", "sizeOnDisk", "percentOfEpisodes"),
-        )
-    if include_seasons:
-        result["seasons"] = [
-            {
-                **_pick(season, ("seasonNumber", "monitored")),
-                "statistics": _pick(
-                    season.get("statistics") or {},
-                    ("episodeFileCount", "episodeCount", "totalEpisodeCount", "sizeOnDisk", "percentOfEpisodes"),
-                ),
-            }
-            for season in item.get("seasons", [])
-            if isinstance(season, dict)
-        ]
-    return result
-
-
-def _compact_episode(item: dict[str, Any]) -> dict[str, Any]:
-    return _pick(
-        item,
-        ("id", "seriesId", "seasonNumber", "episodeNumber", "title", "airDate", "airDateUtc", "monitored", "hasFile", "episodeFileId"),
-    )
-
-
-def _compact_file(item: dict[str, Any]) -> dict[str, Any]:
-    quality = item.get("quality") or {}
-    quality_name = (quality.get("quality") or {}).get("name") if isinstance(quality, dict) else None
-    result = _pick(
-        item,
-        ("id", "seriesId", "seasonNumber", "relativePath", "path", "size", "dateAdded", "releaseGroup"),
-    )
-    if quality_name:
-        result["quality"] = quality_name
-    return result
-
-
-def _compact_release(item: dict[str, Any]) -> dict[str, Any]:
-    quality = item.get("quality") or {}
-    quality_name = (quality.get("quality") or {}).get("name") if isinstance(quality, dict) else None
-    result = _pick(
-        item,
-        (
-            "guid", "title", "indexer", "indexerId", "size", "age", "ageHours",
-            "seeders", "leechers", "protocol", "downloadAllowed", "releaseWeight",
-            "releaseGroup", "seasonNumber", "fullSeason",
-        ),
-    )
-    if quality_name:
-        result["quality"] = quality_name
-    rejections = item.get("rejections")
-    if isinstance(rejections, list) and rejections:
-        result["rejections"] = [str(reason)[:180] for reason in rejections[:5]]
-    return result
-
-
-def _bounded(items: list[Any], compact) -> dict[str, Any]:
-    total = len(items)
-    return {
-        "total": total,
-        "returned": min(total, MAX_COLLECTION_ITEMS),
-        "truncated": total > MAX_COLLECTION_ITEMS,
-        "items": [compact(item) for item in items[:MAX_COLLECTION_ITEMS] if isinstance(item, dict)],
-        "next_step": (
-            "Use find_series or narrower Sonarr parameters; do not repeat the same broad request."
-            if total > MAX_COLLECTION_ITEMS else None
-        ),
-    }
-
-
-def _compact_result(action: str, value: Any) -> Any:
-    value = _unwrap(value)
-    if isinstance(value, list):
-        if action in {"get_series", "get_series_lookup", "lookup_series"}:
-            return _bounded(value, _compact_series)
-        if action in {"get_episode", "get_calendar", "get_wanted_missing", "get_wanted_cutoff"}:
-            return _bounded(value, _compact_episode)
-        if action == "get_episodefile":
-            return _bounded(value, _compact_file)
-        if action == "get_release":
-            return _bounded(value, _compact_release)
-        return _bounded(value, lambda item: item)
-    if isinstance(value, dict) and action in {"get_series_id"}:
-        return _compact_series(value, include_seasons=True)
-    if isinstance(value, dict) and action in {"get_episode_id"}:
-        return _compact_episode(value)
-    if isinstance(value, dict) and action in {"get_episodefile_id"}:
-        return _compact_file(value)
-    return value
-
-
-async def _find_series(client: Any, kwargs: dict[str, Any]) -> dict[str, Any]:
-    query = str(kwargs.get("query", "")).strip()
-    if len(query) < 2:
-        raise ValueError("query must contain at least two characters")
-    limit = max(1, min(int(kwargs.get("limit", 8)), 15))
-    raw = _unwrap(await _call(client, "get_series"))
-    words = [word for word in re.findall(r"[a-z0-9]+", query.casefold()) if len(word) > 1]
-    matches = []
-    for item in raw if isinstance(raw, list) else []:
-        haystack = " ".join(
-            str(item.get(field, "")) for field in ("title", "sortTitle", "originalTitle", "alternateTitles")
-        ).casefold()
-        if all(word in haystack for word in words):
-            matches.append(_compact_series(item, include_seasons=False))
-    return {
-        "query": query,
-        "matches": matches[:limit],
-        "match_count": len(matches),
-        "truncated": len(matches) > limit,
-        "task_complete": True,
-        "instruction": "Use the returned series id for details. Do not call get_series for discovery.",
-    }
-
-
-async def _season_summary(client: Any, kwargs: dict[str, Any]) -> dict[str, Any]:
-    series_id = int(kwargs["series_id"])
-    season_number = int(kwargs["season_number"])
-    series = _unwrap(await _call(client, "get_series_id", {"id": series_id}))
-    episodes = _unwrap(
-        await _call(client, "get_episode", {"seriesId": series_id, "seasonNumber": season_number})
-    )
-    files = _unwrap(
-        await _call(client, "get_episodefile", {"seriesId": series_id})
-    )
-    selected_episodes = [
-        _compact_episode(item) for item in episodes
-        if isinstance(item, dict) and item.get("seasonNumber") == season_number
-    ] if isinstance(episodes, list) else []
-    selected_files = [
-        _compact_file(item) for item in files
-        if isinstance(item, dict) and item.get("seasonNumber") == season_number
-    ] if isinstance(files, list) else []
-    groups = sorted({str(item.get("releaseGroup")) for item in selected_files if item.get("releaseGroup")})
-    return {
-        "series": _compact_series(series) if isinstance(series, dict) else {"id": series_id},
-        "season_number": season_number,
-        "episode_count": len(selected_episodes),
-        "file_count": len(selected_files),
-        "release_groups": groups,
-        "episodes": selected_episodes[:30],
-        "files": selected_files[:30],
-        "task_complete": True,
-        "instruction": "This is the complete compact season answer. Do not repeat broad series or episode queries.",
-    }
-
-
-async def _search_releases(client: Any, kwargs: dict[str, Any]) -> dict[str, Any]:
-    series_id = kwargs.get("series_id")
-    episode_id = kwargs.get("episode_id")
-    season_number = kwargs.get("season_number")
-    release_group = str(kwargs.get("release_group", "")).strip()
-    season_pack_only = kwargs.get("season_pack_only") is True
-    if series_id is None and episode_id is None:
-        raise ValueError("search_releases requires series_id or episode_id")
-    query: dict[str, Any] = {}
-    if series_id is not None:
-        query["seriesId"] = int(series_id)
-    if episode_id is not None:
-        query["episodeId"] = int(episode_id)
-    if season_number is not None:
-        query["seasonNumber"] = int(season_number)
-    raw = await _call(client, "get_release", query)
-    raw = _unwrap(raw)
-    if release_group and isinstance(raw, list):
-        needle = release_group.casefold()
-        raw = [
-            item for item in raw
-            if isinstance(item, dict)
-            and needle in (
-                str(item.get("releaseGroup", "")) + " " + str(item.get("title", ""))
-            ).casefold()
-        ]
-    if season_pack_only:
-        if season_number is None:
-            raise ValueError("season_pack_only=true requires season_number")
-        season_token = rf"(?:^|[. _-])S0*{int(season_number)}(?:[. _-]|$)"
-        episode_token = rf"S0*{int(season_number)}E\d+"
-        raw = [
-            item for item in raw
-            if isinstance(item, dict)
-            and (
-                item.get("fullSeason") is True
-                or (
-                    re.search(season_token, str(item.get("title", "")), re.IGNORECASE)
-                    and not re.search(episode_token, str(item.get("title", "")), re.IGNORECASE)
-                )
-            )
-        ] if isinstance(raw, list) else raw
-    compact = _compact_result("get_release", raw)
-    return {
-        "task_complete": True,
-        "search_scope": {
-            "series_id": series_id,
-            "episode_id": episode_id,
-            "season_number": season_number,
-            "release_group_filter": release_group or None,
-            "season_pack_only": season_pack_only,
-        },
-        "monitoring_changed": False,
-        "download_started": False,
-        "results": compact,
-        "instruction": (
-            "These are Sonarr indexer results. Do not use web search to replace them. "
-            "If the user requests one specific release, release group, or complete season pack, "
-            "NEVER substitute an automatic episode search: preview that exact result with "
-            "preview_release_grab, then wait for explicit approval before grab_release."
-        ),
-    }
-
-
-def _episode_numbers(value: Any) -> list[int]:
-    if value is None:
-        return []
-    if not isinstance(value, list) or len(value) > 100:
-        raise ValueError("episode_numbers must be a JSON list with at most 100 entries")
-    numbers = sorted({int(item) for item in value})
-    if any(item < 0 or item > 9999 for item in numbers):
-        raise ValueError("episode_numbers contains an invalid episode number")
-    return numbers
-
-
-async def _resolve_episode_search(client: Any, kwargs: dict[str, Any]) -> dict[str, Any]:
-    series_id = int(kwargs["series_id"])
-    season_number = int(kwargs["season_number"])
-    requested_numbers = _episode_numbers(kwargs.get("episode_numbers"))
-    if series_id < 1 or season_number < 0:
-        raise ValueError("series_id and season_number must be non-negative identifiers")
-
-    series = _unwrap(await _call(client, "get_series_id", {"id": series_id}))
-    episodes = _unwrap(
-        await _call(client, "get_episode", {"seriesId": series_id, "seasonNumber": season_number})
-    )
-    candidates = [
-        item for item in episodes
-        if isinstance(item, dict)
-        and int(item.get("seasonNumber", -1)) == season_number
-        and (not requested_numbers or int(item.get("episodeNumber", -1)) in requested_numbers)
-    ] if isinstance(episodes, list) else []
-    if requested_numbers:
-        found_numbers = {int(item.get("episodeNumber", -1)) for item in candidates}
-        missing_metadata = sorted(set(requested_numbers) - found_numbers)
-        if missing_metadata:
-            raise ValueError(f"Sonarr has no episode metadata for episode numbers: {missing_metadata}")
-    missing = [item for item in candidates if not bool(item.get("hasFile"))]
-    if not candidates:
-        raise ValueError("No Sonarr episodes match the requested scope")
-    if len(missing) > 100:
-        raise ValueError("Refusing to search more than 100 missing episodes at once")
-
-    compact = [_compact_episode(item) for item in missing]
-    scope = {
-        "series_id": series_id,
-        "series_title": str(series.get("title", "")) if isinstance(series, dict) else "",
-        "season_number": season_number,
-        "requested_episode_numbers": requested_numbers,
-        "missing_episode_ids": [int(item["id"]) for item in missing],
-        "missing_episode_numbers": [int(item["episodeNumber"]) for item in missing],
-    }
-    fingerprint = json.dumps(scope, ensure_ascii=False, sort_keys=True, separators=(",", ":"))
-    return {
-        "scope": scope,
-        "fingerprint": fingerprint,
-        "selected_episode_count": len(candidates),
-        "already_present_count": len(candidates) - len(missing),
-        "unmonitored_missing_count": sum(not bool(item.get("monitored")) for item in missing),
-        "missing_episodes": compact,
-    }
-
-
-async def _preview_episode_search(client: Any, kwargs: dict[str, Any]) -> dict[str, Any]:
-    resolved = await _resolve_episode_search(client, kwargs)
-    ticket = secrets.token_urlsafe(24)
-    now = time.monotonic()
-    for old_ticket, (expires, _) in list(_APPROVALS.items()):
-        if expires <= now:
-            _APPROVALS.pop(old_ticket, None)
-    _APPROVALS[ticket] = (now + APPROVAL_TTL_SECONDS, resolved["fingerprint"])
-    return {
-        "action": "preview-only",
-        **{key: value for key, value in resolved.items() if key != "fingerprint"},
-        "monitoring_changed": False,
-        "download_started": False,
-        "approval_ticket": ticket,
-        "approval_expires_in_seconds": APPROVAL_TTL_SECONDS,
-        "next_step": (
-            "Review series, season and episode list. Only after explicit approval call "
-            "start_episode_search with exactly the same scope, confirm=true and this ticket."
-        ),
-    }
-
-
-async def _start_episode_search(client: Any, kwargs: dict[str, Any]) -> dict[str, Any]:
-    if kwargs.get("confirm") is not True:
-        raise PermissionError("confirm=true is required after reviewing preview_episode_search")
-    ticket = str(kwargs.get("approval_ticket", ""))
-    if not ticket:
-        raise PermissionError("approval_ticket is required")
-    resolved = await _resolve_episode_search(client, kwargs)
-    approval = _APPROVALS.pop(ticket, None)
-    if approval is None or approval[0] <= time.monotonic():
-        raise PermissionError("Approval ticket is missing, expired or already used")
-    if not secrets.compare_digest(approval[1], resolved["fingerprint"]):
-        raise PermissionError("Approval ticket does not match this exact episode search")
-    episode_ids = resolved["scope"]["missing_episode_ids"]
-    if not episode_ids:
-        return {
-            "ok": True,
-            "command_started": False,
-            "reason": "All selected episodes already have files",
-            "scope": resolved["scope"],
-        }
-    command = _unwrap(
-        await _call(client, "post_command", {"data": {"name": "EpisodeSearch", "episodeIds": episode_ids}})
-    )
-    return {
-        "ok": True,
-        "command_started": True,
-        "sonarr_command": _pick(command, ("id", "name", "status", "queued", "startedOn")) if isinstance(command, dict) else command,
-        "scope": resolved["scope"],
-        "monitoring_changed": False,
-        "download_may_start_immediately": True,
-        "instruction": (
-            "Sonarr is now searching its configured indexers and may immediately grab/download "
-            "the best acceptable release for every approved episode. EpisodeSearch is NOT a "
-            "read-only manual-search preview and is NOT limited by the monitored flag. Check the "
-            "queue before claiming that nothing was downloaded."
-        ),
-    }
-
-
-def _release_query(kwargs: dict[str, Any]) -> dict[str, Any]:
-    series_id = int(kwargs["series_id"])
-    if series_id < 1:
-        raise ValueError("series_id must be a positive Sonarr identifier")
-    query: dict[str, Any] = {"seriesId": series_id}
-    if kwargs.get("season_number") is not None:
-        season_number = int(kwargs["season_number"])
-        if season_number < 0:
-            raise ValueError("season_number must be non-negative")
-        query["seasonNumber"] = season_number
-    if kwargs.get("episode_id") is not None:
-        episode_id = int(kwargs["episode_id"])
-        if episode_id < 1:
-            raise ValueError("episode_id must be a positive Sonarr identifier")
-        query["episodeId"] = episode_id
-    return query
-
-
-async def _resolve_release_grab(client: Any, kwargs: dict[str, Any]) -> dict[str, Any]:
-    guid = str(kwargs.get("guid", "")).strip()
-    if not guid:
-        raise ValueError(
-            "guid is required; copy it from the exact search_releases result the user selected"
-        )
-    query = _release_query(kwargs)
-    raw = _unwrap(
-        await _call(client, "get_release", query)
-    )
-    matches = [
-        item for item in raw if isinstance(item, dict) and str(item.get("guid", "")) == guid
-    ] if isinstance(raw, list) else []
-    if len(matches) != 1:
-        raise ValueError(
-            "The exact release GUID is no longer present in Sonarr's current indexer results; "
-            "run search_releases again and do not guess or substitute another release"
-        )
-    release = matches[0]
-    compact = _compact_release(release)
-    rejections = compact.get("rejections") or []
-    blocked_without_force = release.get("downloadAllowed") is False or bool(rejections)
-    force = kwargs.get("force") is True
-
-    existing_file_count = None
-    season_number = query.get("seasonNumber")
-    if season_number is not None:
-        episodes = _unwrap(
-            await _call(client, "get_episode", {"seriesId": query["seriesId"], "seasonNumber": season_number})
-        )
-        if isinstance(episodes, list):
-            existing_file_count = sum(
-                bool(item.get("hasFile")) for item in episodes if isinstance(item, dict)
-            )
-
-    stable_release = _pick(
-        release,
-        (
-            "guid", "title", "indexer", "indexerId", "size", "protocol",
-            "downloadAllowed", "releaseGroup", "seasonNumber", "fullSeason",
-        ),
-    )
-    raw_rejections = release.get("rejections")
-    stable_release["rejections"] = (
-        [str(reason) for reason in raw_rejections]
-        if isinstance(raw_rejections, list)
-        else []
-    )
-    scope = {
-        "series_id": query["seriesId"],
-        "season_number": query.get("seasonNumber"),
-        "episode_id": query.get("episodeId"),
-        "guid": guid,
-        "force": force,
-    }
-    fingerprint = json.dumps(
-        {"scope": scope, "release": stable_release},
-        ensure_ascii=False,
-        sort_keys=True,
-        separators=(",", ":"),
-    )
-    return {
-        "scope": scope,
-        "fingerprint": fingerprint,
-        "release": compact,
-        "raw_release": release,
-        "existing_episode_files_in_season": existing_file_count,
-        "blocked_without_force": blocked_without_force,
-    }
-
-
-async def _preview_release_grab(client: Any, kwargs: dict[str, Any]) -> dict[str, Any]:
-    resolved = await _resolve_release_grab(client, kwargs)
-    ticket = secrets.token_urlsafe(24)
-    now = time.monotonic()
-    for old_ticket, (expires, _) in list(_APPROVALS.items()):
-        if expires <= now:
-            _APPROVALS.pop(old_ticket, None)
-    force_required = resolved["blocked_without_force"] and not resolved["scope"]["force"]
-    if not force_required:
-        _APPROVALS[ticket] = (now + APPROVAL_TTL_SECONDS, resolved["fingerprint"])
-    return {
-        "action": "preview-only",
-        "scope": resolved["scope"],
-        "release": resolved["release"],
-        "existing_episode_files_in_season": resolved["existing_episode_files_in_season"],
-        "monitoring_changed": False,
-        "download_started": False,
-        "existing_files_deleted": False,
-        "replacement_guaranteed": False,
-        "warning": (
-            "Grabbing a season pack does not itself delete or guarantee replacement of existing "
-            "episode files. Sonarr applies its import, quality-profile and upgrade rules after download."
-        ),
-        "force_required": force_required,
-        "approval_ticket": None if force_required else ticket,
-        "approval_expires_in_seconds": None if force_required else APPROVAL_TTL_SECONDS,
-        "next_step": (
-            "This result has Sonarr rejections or downloadAllowed=false. Explain the rejections and "
-            "only after the user explicitly accepts them call preview_release_grab again with force=true."
-            if force_required else
-            "Show the exact title, size, indexer, rejections and overwrite warning. Only after explicit "
-            "approval call grab_release with exactly the same scope, confirm=true and this ticket."
-        ),
-    }
-
-
-async def _grab_release(client: Any, kwargs: dict[str, Any]) -> dict[str, Any]:
-    if kwargs.get("confirm") is not True:
-        raise PermissionError("confirm=true is required after reviewing preview_release_grab")
-    ticket = str(kwargs.get("approval_ticket", ""))
-    if not ticket:
-        raise PermissionError("approval_ticket is required")
-    resolved = await _resolve_release_grab(client, kwargs)
-    if resolved["blocked_without_force"] and not resolved["scope"]["force"]:
-        raise PermissionError(
-            "This release has Sonarr rejections or downloadAllowed=false; an explicitly approved "
-            "force=true preview is required"
-        )
-    approval = _APPROVALS.pop(ticket, None)
-    if approval is None or approval[0] <= time.monotonic():
-        raise PermissionError("Approval ticket is missing, expired or already used")
-    if not secrets.compare_digest(approval[1], resolved["fingerprint"]):
-        raise PermissionError("Approval ticket does not match this exact release grab")
-    result = _unwrap(
-        await _call(client, "post_release", {"data": resolved["raw_release"]})
-    )
-    return {
-        "ok": True,
-        "download_started": True,
-        "selected_release": resolved["release"],
-        "sonarr_result": _compact_release(result) if isinstance(result, dict) else result,
-        "monitoring_changed": False,
-        "existing_files_deleted": False,
-        "replacement_guaranteed": False,
-        "instruction": (
-            "The exact approved release was sent to Sonarr's configured download client. "
-            "Do not claim that an existing episode was overwritten; verify queue/import history later."
-        ),
-    }
-
-
-def register_sonarr_tools(mcp: FastMCP) -> None:
-    @mcp.tool(tags={"sonarr"})
-    async def sonarr_find_series(
-        query: str = Field(description="Series title or title fragment, for example Mord ist ihr Hobby."),
-        limit: int = Field(default=8, ge=1, le=15),
-    ) -> Any:
-        """Find a Sonarr series by name. READ ONLY. Never changes monitoring and never starts a search or download."""
-        client = get_sonarr_client()
-        return await _find_series(client, {"query": query, "limit": limit})
-
-    @mcp.tool(tags={"sonarr"})
-    async def sonarr_get_season_summary(
-        series_id: int = Field(description="Exact Sonarr series id returned by sonarr_find_series."),
-        season_number: int = Field(ge=0, description="Season number."),
-    ) -> Any:
-        """Return episodes and existing files for one Sonarr season. READ ONLY. File names do not prove audio language."""
-        return await _season_summary(
-            get_sonarr_client(),
-            {"series_id": series_id, "season_number": season_number},
-        )
-
-    @mcp.tool(tags={"sonarr"})
-    async def sonarr_search_releases(
-        series_id: int = Field(description="Exact Sonarr series id."),
-        season_number: int | None = Field(default=None, ge=0),
-        episode_id: int | None = Field(default=None, ge=1),
-        release_group: str = Field(default="", description="Optional release-group filter, for example FuN."),
-        season_pack_only: bool = Field(default=False, description="Only complete season packs. Requires season_number."),
-    ) -> Any:
-        """Search Sonarr's configured indexers and return compact matching releases. READ ONLY: does not alter monitoring, start automatic search, grab, or download anything."""
-        return await _search_releases(
-            get_sonarr_client(),
-            {
-                "series_id": series_id,
-                "season_number": season_number,
-                "episode_id": episode_id,
-                "release_group": release_group,
-                "season_pack_only": season_pack_only,
-            },
-        )
-
-    @mcp.tool(tags={"sonarr"})
-    async def sonarr_system_status() -> Any:
-        """Return compact Sonarr version and runtime status. READ ONLY."""
-        return _compact_result("get_system_status", await _call(get_sonarr_client(), "get_system_status"))
-
-    if os.environ.get("ARR_MCP_WRITE", "").strip().lower() not in ("1", "true", "yes", "on"):
-        return
-
-    @mcp.tool(tags={"sonarr", "write"})
-    async def sonarr_preview_release_grab(
-        series_id: int = Field(description="Exact Sonarr series id."),
-        guid: str = Field(description="Exact GUID returned by sonarr_search_releases."),
-        season_number: int | None = Field(default=None, ge=0),
-        episode_id: int | None = Field(default=None, ge=1),
-        force: bool = Field(default=False),
-    ) -> Any:
-        """Preview one exact release grab and issue a short-lived approval ticket. Does not download anything."""
-        return await _preview_release_grab(
-            get_sonarr_client(),
-            {
-                "series_id": series_id,
-                "guid": guid,
-                "season_number": season_number,
-                "episode_id": episode_id,
-                "force": force,
-            },
-        )
-
-    @mcp.tool(tags={"sonarr", "write"})
-    async def sonarr_grab_release(
-        series_id: int = Field(description="Same series id used for the preview."),
-        guid: str = Field(description="Same exact release GUID used for the preview."),
-        approval_ticket: str = Field(description="Ticket returned by sonarr_preview_release_grab."),
-        confirm: bool = Field(description="Must be true after explicit user approval."),
-        season_number: int | None = Field(default=None, ge=0),
-        episode_id: int | None = Field(default=None, ge=1),
-        force: bool = Field(default=False),
-    ) -> Any:
-        """Grab exactly one previously previewed release. WRITE: can immediately start a download."""
-        return await _grab_release(
-            get_sonarr_client(),
-            {
-                "series_id": series_id,
-                "guid": guid,
-                "approval_ticket": approval_ticket,
-                "confirm": confirm,
-                "season_number": season_number,
-                "episode_id": episode_id,
-                "force": force,
-            },
-        )
-
-    @mcp.tool(tags={"sonarr", "write"})
-    async def sonarr_preview_episode_search(
-        series_id: int = Field(description="Exact Sonarr series id."),
-        season_number: int = Field(ge=0),
-        episode_numbers: list[int] | None = Field(default=None, description="Optional episode numbers; omit for all missing episodes in the season."),
-    ) -> Any:
-        """Preview an automatic Sonarr episode search. Does not change monitoring or download anything."""
-        return await _preview_episode_search(
-            get_sonarr_client(),
-            {"series_id": series_id, "season_number": season_number, "episode_numbers": episode_numbers},
-        )
-
-    @mcp.tool(tags={"sonarr", "write"})
-    async def sonarr_start_episode_search(
-        series_id: int = Field(description="Same series id used for the preview."),
-        season_number: int = Field(ge=0),
-        approval_ticket: str = Field(description="Ticket returned by sonarr_preview_episode_search."),
-        confirm: bool = Field(description="Must be true after explicit user approval."),
-        episode_numbers: list[int] | None = Field(default=None),
-    ) -> Any:
-        """Start a previously previewed automatic episode search. WRITE: may immediately download releases."""
-        return await _start_episode_search(
-            get_sonarr_client(),
-            {
-                "series_id": series_id,
-                "season_number": season_number,
-                "episode_numbers": episode_numbers,
-                "approval_ticket": approval_ticket,
-                "confirm": confirm,
-            },
-        )
diff --git a/platform/mcp/sync-clients.py b/platform/mcp/sync-clients.py
deleted file mode 100755
index c94db1f..0000000
--- a/platform/mcp/sync-clients.py
+++ /dev/null
@@ -1,177 +0,0 @@
-#!/usr/bin/env python3
-"""Generate Hermes and OpenWebUI MCP registrations from one JSON registry."""
-
-from __future__ import annotations
-
-import argparse
-import json
-import os
-import pathlib
-import sqlite3
-import time
-
-
-BEGIN = "# BEGIN MANAGED MCP SERVERS"
-END = "# END MANAGED MCP SERVERS"
-CLIENT_TOKEN = ""
-
-
-def env_file(path: str) -> dict[str, str]:
-    values: dict[str, str] = {}
-    source = pathlib.Path(path)
-    if not source.is_file():
-        return values
-    for raw in source.read_text(encoding="utf-8", errors="replace").splitlines():
-        line = raw.strip()
-        if not line or line.startswith("#") or "=" not in line:
-            continue
-        key, value = line.split("=", 1)
-        values[key.strip()] = value.strip().strip('"').strip("'")
-    return values
-
-
-def enabled(item: dict) -> bool:
-    required = item.get("required_file")
-    if required and not pathlib.Path(required).is_file():
-        return False
-    source = item.get("env_file")
-    if source:
-        values = env_file(source)
-        url_ready = bool(item.get("url")) or bool(values.get(item.get("url_env", "")))
-        key_ready = (not item.get("key_env")
-                     or bool(values.get(item["key_env"]))
-                     or (item.get("key_env") == "MCPHUB_BEARER_TOKEN"
-                         and bool(CLIENT_TOKEN)))
-        return url_ready and key_ready
-    return True
-
-
-def resolved(item: dict) -> tuple[str, str]:
-    if item.get("env_file"):
-        values = env_file(item["env_file"])
-        url = item.get("url") or values[item["url_env"]]
-        key = values.get(item.get("key_env", ""), "")
-        if not key and item.get("key_env") == "MCPHUB_BEARER_TOKEN":
-            key = CLIENT_TOKEN
-        return url, key
-    return item["url"], ""
-
-
-def active(registry: pathlib.Path, client: str) -> list[dict]:
-    document = json.loads(registry.read_text(encoding="utf-8"))
-    if document.get("version") != 1 or not isinstance(document.get("servers"), list):
-        raise SystemExit("Unsupported MCP registry schema")
-    return [item for item in document["servers"] if client in item.get("clients", []) and enabled(item)]
-
-
-def yaml_quote(value: str) -> str:
-    return json.dumps(value, ensure_ascii=False)
-
-
-def hermes_block(items: list[dict]) -> str:
-    lines = [BEGIN, "mcp_servers:"]
-    for item in items:
-        url, key = resolved(item)
-        lines.extend([
-            f"  {item.get('hermes_id', item['id'])}:",
-            f"    url: {yaml_quote(url)}",
-        ])
-        if key:
-            lines.extend(["    headers:", f"      Authorization: {yaml_quote('Bearer ' + key)}"])
-        if "tool_include" in item:
-            lines.append("    tools:")
-            lines.append("      include:")
-            for tool in item["tool_include"]:
-                lines.append(f"        - {yaml_quote(str(tool))}")
-        elif "tool_exclude" in item:
-            lines.append("    tools:")
-            lines.append("      exclude:")
-            for tool in item["tool_exclude"]:
-                lines.append(f"        - {yaml_quote(str(tool))}")
-        lines.extend([
-            f"    timeout: {int(item.get('timeout', 300))}",
-            "    connect_timeout: 30",
-            "    supports_parallel_tool_calls: false",
-        ])
-    lines.append(END)
-    return "\n".join(lines) + "\n"
-
-
-def update_hermes(path: pathlib.Path, block: str) -> None:
-    if not path.is_file():
-        return
-    text = path.read_text(encoding="utf-8")
-    if BEGIN in text and END in text:
-        prefix, rest = text.split(BEGIN, 1)
-        _, suffix = rest.split(END, 1)
-        text = prefix.rstrip() + "\n\n" + block + suffix.lstrip("\n")
-    else:
-        marker = "\nmcp_servers:"
-        if marker in text:
-            text = text.split(marker, 1)[0].rstrip() + "\n\n" + block
-        else:
-            text = text.rstrip() + "\n\n" + block
-    path.write_text(text, encoding="utf-8")
-
-
-def openwebui_connection(item: dict) -> dict:
-    url, key = resolved(item)
-    config = {"enable": True, "access_grants": []}
-    if item.get("functions"):
-        config["function_name_filter_list"] = item["functions"]
-    elif item.get("tool_include"):
-        config["function_name_filter_list"] = ",".join(item["tool_include"])
-    return {
-        "url": url, "path": "", "type": "mcp",
-        "auth_type": item.get("auth_type", "none"), "headers": None,
-        "key": key, "config": config,
-        "info": {"id": item["id"], "name": item["name"], "description": item["description"]},
-    }
-
-
-def update_openwebui(db: pathlib.Path, items: list[dict]) -> None:
-    con = sqlite3.connect(db)
-    now = int(time.time())
-    row = con.execute("select value from config where key=?", ("tool_server.connections",)).fetchone()
-    old = json.loads(row[0]) if row else []
-    if not isinstance(old, list):
-        raise SystemExit("Unexpected OpenWebUI tool_server.connections format")
-    managed_ids = {
-        "athena-platform", "athena-operator-local", "web-general-local", "github-local",
-        "homeassistant-local", "arr-local", "navidrome-local", "mua",
-        "mua-readonly-local", "athena-terminal-local", "unraid-readonly-local", "web-local",
-    }
-    keep = [entry for entry in old if str((entry.get("info") or {}).get("id", "")) not in managed_ids]
-    keep.extend(openwebui_connection(item) for item in items)
-    with con:
-        con.execute(
-            """insert into config (key,value,updated_at) values (?,?,?)
-               on conflict(key) do update set value=excluded.value,updated_at=excluded.updated_at""",
-            ("tool_server.connections", json.dumps(keep, ensure_ascii=False), now),
-        )
-    con.close()
-
-
-def main() -> None:
-    global CLIENT_TOKEN
-    parser = argparse.ArgumentParser()
-    parser.add_argument("--registry", type=pathlib.Path, required=True)
-    parser.add_argument("--hermes", type=pathlib.Path, action="append", default=[])
-    parser.add_argument("--openwebui-db", type=pathlib.Path)
-    parser.add_argument("--mcphub-token-file", type=pathlib.Path)
-    args = parser.parse_args()
-    if args.mcphub_token_file:
-        CLIENT_TOKEN = args.mcphub_token_file.read_text(encoding="utf-8").strip()
-        if not CLIENT_TOKEN:
-            raise SystemExit("MCPHub token file is empty")
-    if args.hermes:
-        block = hermes_block(active(args.registry, "hermes"))
-        for path in args.hermes:
-            update_hermes(path, block)
-    if args.openwebui_db:
-        update_openwebui(args.openwebui_db, active(args.registry, "openwebui"))
-    print("MCP_CLIENT_SYNC_OK")
-
-
-if __name__ == "__main__":
-    main()
diff --git a/platform/mcp/verify-navidrome.sh b/platform/mcp/verify-navidrome.sh
deleted file mode 100755
index fc59a1b..0000000
--- a/platform/mcp/verify-navidrome.sh
+++ /dev/null
@@ -1,96 +0,0 @@
-#!/usr/bin/env bash
-set -Eeuo pipefail
-
-CONTAINER=${OPENWEBUI_CONTAINER:-mike-ai-open-webui}
-ENV_FILE=${NAVIDROME_MCP_ENV_FILE:-/etc/mike-ai/navidrome-mcp.env}
-
-die() { printf 'FEHLER: %s\n' "$*" >&2; exit 1; }
-[[ $EUID -eq 0 ]] || die "Bitte als root ausführen."
-[[ -s $ENV_FILE ]] || die "Navidrome-Secret-Datei fehlt."
-[[ $(docker inspect -f '{{.State.Health.Status}}' mike-ai-mcp-navidrome 2>/dev/null || true) == healthy ]] || \
-  die "Navidrome-MCP ist nicht gesund."
-[[ $(docker inspect -f '{{.State.Health.Status}}' "$CONTAINER" 2>/dev/null || true) == healthy ]] || \
-  die "OpenWebUI ist nicht gesund."
-
-expect_lastfm=false
-grep -q '^LASTFM_API_KEY=..' "$ENV_FILE" && expect_lastfm=true
-
-result=$(docker exec -i -e EXPECT_LASTFM="$expect_lastfm" "$CONTAINER" python - <<'PY'
-import asyncio
-import json
-import os
-import sqlite3
-from mcp import ClientSession
-from mcp.client.streamable_http import streamablehttp_client
-
-EXPECTED_LASTFM = {
-    "get_similar_artists", "get_similar_tracks", "get_artist_info",
-    "get_top_tracks_by_artist", "get_trending_music", "get_artist_albums",
-    "get_album_info",
-}
-PLAYBACK = {"play_songs", "pause", "set_volume"}
-
-def find_unanchored(value, path=""):
-    bad = []
-    if isinstance(value, dict):
-        for key, child in value.items():
-            here = f"{path}.{key}" if path else key
-            if key == "pattern" and (
-                not isinstance(child, str)
-                or not child.startswith("^")
-                or not child.endswith("$")
-            ):
-                bad.append(here)
-            bad.extend(find_unanchored(child, here))
-    elif isinstance(value, list):
-        for index, child in enumerate(value):
-            bad.extend(find_unanchored(child, f"{path}[{index}]"))
-    return bad
-
-async def verify():
-    async with streamablehttp_client(
-        "http://mike-ai-mcp-navidrome:3000/mcp"
-    ) as (read, write, _):
-        async with ClientSession(read, write) as session:
-            await session.initialize()
-            result = await session.list_tools()
-            names = {tool.name for tool in result.tools}
-            bad = []
-            for tool in result.tools:
-                bad.extend(find_unanchored(tool.inputSchema, tool.name))
-            if bad:
-                raise SystemExit("Unverankerte JSON-Schema-Patterns: " + ", ".join(bad))
-            if PLAYBACK & names:
-                raise SystemExit("Playback-Werkzeuge sind auf dem Headless-Host aktiv.")
-            expect_lastfm = os.environ.get("EXPECT_LASTFM") == "true"
-            if expect_lastfm and not EXPECTED_LASTFM <= names:
-                raise SystemExit("Last.fm-Werkzeugkatalog ist unvollständig.")
-            if not expect_lastfm and EXPECTED_LASTFM & names:
-                raise SystemExit("Last.fm-Werkzeuge sind ohne konfigurierten Schlüssel aktiv.")
-            if expect_lastfm:
-                # Public metadata only. Do not print the returned chart data.
-                response = await session.call_tool(
-                    "get_trending_music", {"type": "artists", "limit": 1}
-                )
-                if response.isError:
-                    raise SystemExit("Öffentliche Last.fm-Testabfrage ist fehlgeschlagen.")
-
-    con = sqlite3.connect("/app/backend/data/webui.db")
-    row = con.execute(
-        "select value from config where key=?", ("tool_server.connections",)
-    ).fetchone()
-    connections = json.loads(row[0]) if row else []
-    ids = {
-        str((connection.get("info") or {}).get("id", ""))
-        for connection in connections if isinstance(connection, dict)
-    }
-    if "navidrome-local" not in ids:
-        raise SystemExit("OpenWebUI-Verbindung navidrome-local fehlt.")
-    print(f"NAVIDROME_ACCEPTANCE_OK tools={len(names)} lastfm={str(expect_lastfm).lower()}")
-
-asyncio.run(verify())
-PY
-)
-[[ $result == NAVIDROME_ACCEPTANCE_OK\ * ]] || \
-  die "Navidrome-Abnahme lieferte keinen gültigen Erfolgsmarker."
-printf '%s\n' "$result"
diff --git a/platform/models/manifest.example.yaml b/platform/models/manifest.example.yaml
index 6c6cea4..8bd7368 100644
--- a/platform/models/manifest.example.yaml
+++ b/platform/models/manifest.example.yaml
@@ -26,11 +26,11 @@ models:
     file: ggml-large-v3-turbo.bin
     target: /opt/mike-ai/models/whisper/ggml-large-v3-turbo.bin
     sha256: "REPLACE_AFTER_VERIFICATION"
-  flux:
+  image:
     role: image-generation
-    source: black-forest-labs/FLUX.2-klein-4B
-    target: /data/models/FLUX.2-klein-4B
-    revision: "303481f0390afb112393f9d77e8f0be72fcefeb7"
+    source: Tongyi-MAI/Z-Image-Turbo
+    target: /data/models/Z-Image-Turbo
+    revision: "f332072aa78be7aecdf3ee76d5c247082da564a6"
   xtts:
     role: text-to-speech
     source: coqui/XTTS-v2
diff --git a/router/ai_profile_router.py b/router/ai_profile_router.py
index 698f093..5f71941 100755
--- a/router/ai_profile_router.py
+++ b/router/ai_profile_router.py
@@ -18,7 +18,7 @@ Virtuelle Modelle:  qwen-fast, qwen-medium, qwen-large, qwen-ultra,
 Kommandos:          POST /fast, /medium, /large, /ultra, /uncensored
                     GET  /status                 (Zustand)
 
-Bildgenerierung (FLUX.2 [klein] 4B Base):
+Bildgenerierung (Z-Image-Turbo):
                     POST /v1/images/generations  (OpenAI-kompatibel)
                     GET  /images                 (Liste)
                     GET  /images/<datei>         (PNG-Download)
@@ -37,7 +37,7 @@ Der Router leitet /v1/audio/speech und /v1/audio/transcriptions
 per HTTP an die Worker weiter.
 
 Der Router agiert als Modell-Orchestrator: vor der Generierung wird
-llama.cpp gestoppt, der Bild-Worker lädt FLUX, generiert und entlädt
+llama.cpp gestoppt, der Bild-Worker lädt Z-Image, generiert und entlädt
 das Modell wieder; danach wird das vorherige Qwen-Profil wiederher-
 gestellt und erst dann geantwortet (try/finally – Qwen wird auch bei
 Fehlgeschlagener Generierung wiederhergestellt).
@@ -116,7 +116,7 @@ CONNECT_TIMEOUT = float(os.environ.get("CONNECT_TIMEOUT", "10"))    # s, Connect
 POLL_INTERVAL = float(os.environ.get("POLL_INTERVAL", "2"))         # s, Polling-Intervall
 MAX_GENERATION_TOKENS = int(os.environ.get("MAX_GENERATION_TOKENS", "8192"))
 
-# --- Bildgenerierung (FLUX.2 [klein] 4B Base) ---
+# --- Bildgenerierung (Z-Image-Turbo) ---
 LLAMA_SERVICE = os.environ.get("LLAMA_SERVICE", "mike-ai-llama-ui.service")
 SYSTEMCTL_BIN = os.environ.get("SYSTEMCTL_BIN", "systemctl")
 IMAGE_WORKER = os.environ.get(
@@ -125,6 +125,7 @@ IMAGE_PYTHON = os.environ.get(
     "IMAGE_PYTHON", "/opt/mike-ai/ai-profile-router/venv/bin/python")
 IMAGE_WORKER_URL = os.environ.get("IMAGE_WORKER_URL", "").rstrip("/")
 IMAGE_WORKER_TOKEN = os.environ.get("IMAGE_WORKER_TOKEN", "").strip()
+IMAGE_MODEL_NAME = os.environ.get("IMAGE_MODEL_NAME", "Z-Image-Turbo")
 IMAGE_DIR = os.environ.get(
     "IMAGE_DIR", "/opt/mike-ai/ai-profile-router/images")
 IMAGE_WORKER_LOG = os.environ.get(
@@ -144,8 +145,7 @@ CHAT_IMAGE_MAX_BYTES = int(os.environ.get(
 CHAT_IMAGE_ALLOW_REMOTE_URLS = os.environ.get(
     "CHAT_IMAGE_ALLOW_REMOTE_URLS", "false").lower() in {"1", "true", "yes"}
 
-# Erlaubte Auflösungen (Breite x Höhe). FLUX.2 klein ist für 1 MP
-# ausgelegt; 1920x1088 (≈2 MP) wird zusätzlich unterstützt.
+# Erlaubte Auflösungen (Breite x Höhe).
 IMAGE_SIZES = {
     "1024x1024": (1024, 1024),
     "1536x1024": (1536, 1024),
@@ -153,10 +153,8 @@ IMAGE_SIZES = {
     "1920x1088": (1920, 1088),
     "1088x1920": (1088, 1920),
 }
-# FLUX.2 Klein Distilled ist fest auf vier Schritte und Guidance 1.0
-# destilliert. Qualitätsstufen bleiben aus OpenAI-Kompatibilitätsgründen
-# akzeptiert, ändern aber bewusst nicht die offiziellen Sampling-Werte.
-IMAGE_QUALITY = {"standard": 4, "high": 4}
+# Z-Image-Turbo nutzt neun Scheduler-Schritte (acht DiT-Forwards) ohne CFG.
+IMAGE_QUALITY = {"standard": 9, "high": 9}
 IMAGE_DEFAULT_QUALITY = "standard"
 IMAGE_MAX_N = 4
 
@@ -433,6 +431,136 @@ def upstream_status() -> dict:
             "ctx": (m.get("meta") or {}).get("n_ctx")}
 
 
+_TELEMETRY_LOCK = threading.Lock()
+_TELEMETRY_AT = 0.0
+_TELEMETRY_CACHE: dict = {}
+
+
+def _upstream_read(path: str, *, timeout: float = 1.5) -> tuple[int, bytes]:
+    """Read a bounded, read-only llama.cpp telemetry endpoint."""
+    conn = http.client.HTTPConnection(UPSTREAM_HOST, UPSTREAM_PORT,
+                                      timeout=timeout)
+    try:
+        conn.request("GET", path, headers={"Accept": "application/json,text/plain"})
+        resp = conn.getresponse()
+        return resp.status, resp.read(2 * 1024 * 1024)
+    finally:
+        conn.close()
+
+
+def _parse_prometheus_metrics(raw: str) -> dict:
+    wanted = {
+        "llamacpp:prompt_tokens_total",
+        "llamacpp:prompt_tokens_cached_total",
+        "llamacpp:prompt_seconds_total",
+        "llamacpp:tokens_predicted_total",
+        "llamacpp:tokens_predicted_seconds_total",
+        "llamacpp:n_decode_total",
+        "llamacpp:n_tokens_max",
+        "llamacpp:spec_decode_num_draft_tokens_total",
+        "llamacpp:spec_decode_num_accepted_tokens_total",
+        "llamacpp:spec_decode_num_drafts_total",
+        "llamacpp:prompt_tokens_seconds",
+        "llamacpp:predicted_tokens_seconds",
+        "llamacpp:requests_processing",
+        "llamacpp:requests_deferred",
+        "llamacpp:n_busy_slots_per_decode",
+    }
+    result: dict[str, int | float] = {}
+    for line in raw.splitlines():
+        if not line or line.startswith("#") or " " not in line:
+            continue
+        name, value = line.rsplit(None, 1)
+        if "{" in name or name not in wanted:
+            continue
+        try:
+            number = float(value)
+            result[name.removeprefix("llamacpp:")] = (
+                int(number) if number.is_integer() else number
+            )
+        except ValueError:
+            continue
+    return result
+
+
+def upstream_telemetry() -> dict:
+    """Compact llama.cpp slots, rates, cache and MTP telemetry.
+
+    The result is cached briefly because the dashboard refreshes every second.
+    Failures never affect inference or the normal router status response.
+    """
+    global _TELEMETRY_AT, _TELEMETRY_CACHE
+    now = time.monotonic()
+    with _TELEMETRY_LOCK:
+        if now - _TELEMETRY_AT < 0.75 and _TELEMETRY_CACHE:
+            return _TELEMETRY_CACHE
+        result: dict = {"available": False, "slots": [], "metrics": {}}
+        errors: dict[str, str] = {}
+        try:
+            status, body = _upstream_read("/slots")
+            if status == 200:
+                raw_slots = json.loads(body)
+                for slot in raw_slots if isinstance(raw_slots, list) else []:
+                    next_token = (slot.get("next_token") or [{}])[0]
+                    params = slot.get("params") or {}
+                    prompt = int(slot.get("n_prompt_tokens") or 0)
+                    decoded = int(next_token.get("n_decoded") or 0)
+                    n_ctx = int(slot.get("n_ctx") or 0)
+                    result["slots"].append({
+                        "id": slot.get("id"),
+                        "task_id": slot.get("id_task"),
+                        "processing": bool(slot.get("is_processing")),
+                        "speculative": bool(slot.get("speculative")),
+                        "n_ctx": n_ctx,
+                        "prompt_tokens": prompt,
+                        "prompt_processed": int(slot.get("n_prompt_tokens_processed") or 0),
+                        "prompt_cached": int(slot.get("n_prompt_tokens_cache") or 0),
+                        "decoded_tokens": decoded,
+                        "context_used": min(n_ctx, prompt + decoded) if n_ctx else prompt + decoded,
+                        "remaining_generation": next_token.get("n_remain"),
+                        "max_tokens": params.get("max_tokens", params.get("n_predict")),
+                        "temperature": params.get("temperature"),
+                        "stream": params.get("stream"),
+                    })
+            else:
+                errors["slots"] = f"HTTP {status}"
+        except (OSError, ValueError, KeyError, TypeError, http.client.HTTPException) as exc:
+            errors["slots"] = str(exc)
+        try:
+            status, body = _upstream_read("/metrics")
+            if status == 200:
+                result["metrics"] = _parse_prometheus_metrics(
+                    body.decode("utf-8", "replace")
+                )
+            else:
+                errors["metrics"] = f"HTTP {status}"
+        except (OSError, ValueError, http.client.HTTPException) as exc:
+            errors["metrics"] = str(exc)
+        try:
+            status, body = _upstream_read("/props")
+            if status == 200:
+                props = json.loads(body)
+                result["props"] = {
+                    "total_slots": props.get("total_slots"),
+                    "model_alias": props.get("model_alias"),
+                    "model_ftype": props.get("model_ftype"),
+                    "model_path": props.get("model_path"),
+                    "modalities": props.get("modalities") or {},
+                    "default_context": ((props.get("default_generation_settings") or {})
+                                        .get("n_ctx")),
+                }
+            else:
+                errors["props"] = f"HTTP {status}"
+        except (OSError, ValueError, TypeError, http.client.HTTPException) as exc:
+            errors["props"] = str(exc)
+        result["available"] = bool(result["slots"] or result["metrics"])
+        if errors:
+            result["errors"] = errors
+        _TELEMETRY_CACHE = result
+        _TELEMETRY_AT = now
+        return result
+
+
 # ---------------------------------------------------------------------------
 # Profile
 # ---------------------------------------------------------------------------
@@ -614,7 +742,7 @@ def switch_profile(profile: str, implicit: bool = False) -> None:
 
 
 # ---------------------------------------------------------------------------
-# Bildgenerierung (FLUX.2 [klein] 4B Base)
+# Bildgenerierung (Z-Image-Turbo)
 # ---------------------------------------------------------------------------
 
 class _Worker:
@@ -753,8 +881,9 @@ class _RemoteWorker:
         deadline = time.monotonic() + IMAGE_START_TIMEOUT
         while time.monotonic() < deadline:
             try:
-                self._request("GET", "/health", timeout=3)
+                health = self._request("GET", "/health", timeout=3)
                 self.running = True
+                self.model_loaded = bool(health.get("model_loaded"))
                 return
             except (OSError, urllib.error.URLError, TimeoutError, RuntimeError):
                 time.sleep(1)
@@ -804,7 +933,7 @@ def _vram_used_mib() -> int | None:
 
 def _wait_vram_free(threshold_mib: int = 1000,
                     timeout: float | None = None) -> None:
-    """Wartet, bis der VRAM unter threshold_mib fällt (FLUX entladen).
+    """Wartet, bis der VRAM unter threshold_mib fällt (Bildmodell entladen).
 
     Wird nach dem Beenden des Bild-Workers aufgerufen, um sicherzustellen,
     dass der VRAM (inkl. CUDA-Kontext) frei ist, bevor Qwen neu startet.
@@ -937,7 +1066,7 @@ def generate_image(prompt: str, width: int, height: int, steps: int,
                     "guidance": guidance,
                     "quality": quality,
                     "seconds": resp.get("seconds"),
-                    "model": "FLUX.2-klein-4B",
+                    "model": IMAGE_MODEL_NAME,
                     "created": time.strftime("%Y-%m-%dT%H:%M:%S"),
                 }
                 meta_path = os.path.join(IMAGE_DIR, filename[:-4] + ".json")
@@ -1475,10 +1604,17 @@ class Handler(BaseHTTPRequestHandler):
                               and bool(up.get("model"))),
                 "active_chats": active_chats,
             },
+            "llama_telemetry": (upstream_telemetry() if up["reachable"] else {
+                "available": False,
+                "slots": [],
+                "metrics": {},
+                "errors": {"upstream": up.get("error", "not reachable")},
+            }),
             "image": {
                 "phase": img.phase,
                 "worker": "running" if (img.worker and img.worker.alive())
                           else "stopped",
+                "model": IMAGE_MODEL_NAME if img.phase != "idle" else None,
                 "model_loaded": bool(img.worker and img.worker.model_loaded),
                 "last_image": img.last_image,
                 "last_seconds": img.last_seconds,
@@ -1543,19 +1679,19 @@ class Handler(BaseHTTPRequestHandler):
                              "invalid_request_error", "invalid_quality")
             return
         steps = data.get("steps", IMAGE_QUALITY[quality])
-        if not isinstance(steps, int) or isinstance(steps, bool) or steps != 4:
-            self._send_error(400, "FLUX.2 Klein Distilled erfordert 'steps'=4",
+        if not isinstance(steps, int) or isinstance(steps, bool) or steps != 9:
+            self._send_error(400, "Z-Image-Turbo erfordert 'steps'=9",
                              "invalid_request_error", "invalid_steps")
             return
-        guidance = data.get("guidance", 1.0)
+        guidance = data.get("guidance", 0.0)
         try:
             guidance = float(guidance)
         except (TypeError, ValueError):
             self._send_error(400, "'guidance' muss eine Zahl sein",
                              "invalid_request_error", "invalid_guidance")
             return
-        if guidance != 1.0:
-            self._send_error(400, "FLUX.2 Klein Distilled erfordert 'guidance'=1.0",
+        if guidance != 0.0:
+            self._send_error(400, "Z-Image-Turbo erfordert 'guidance'=0.0",
                              "invalid_request_error", "invalid_guidance")
             return
 
diff --git a/smoke-test.sh b/smoke-test.sh
index 6d22e8a..dca5138 100755
--- a/smoke-test.sh
+++ b/smoke-test.sh
@@ -14,7 +14,7 @@ command -v docker >/dev/null || fail "Docker fehlt."
 
 cd "$ROOT_DIR"
 ./manage.sh validate >/dev/null
-pass "Profilmatrix, MCP-Liste und Compose-Konfiguration stimmen"
+pass "Profilmatrix und Compose-Konfiguration stimmen"
 
 healthy() {
   local name=$1 state health
@@ -30,6 +30,7 @@ for name in \
   mike-ai-piper \
   mike-ai-xtts \
   mike-ai-tts-gateway \
+  mike-ai-llama-dashboard \
   mike-ai-mcp-athena-operator \
   mike-ai-backup; do
   healthy "$name" || fail "$name fehlt oder ist nicht gesund"
@@ -49,11 +50,16 @@ for legacy in \
   mike-ai-mcp-web \
   mike-ai-tools-searxng \
   mike-ai-tools-tinysearch \
-  mike-ai-mcp-platform-context; do
-  [[ $(docker inspect -f '{{.State.Running}}' "$legacy" 2>/dev/null || true) != true ]] || \
-    fail "Altlast laeuft noch: $legacy"
+  mike-ai-mcp-platform-context \
+  mike-ai-mcp-arr \
+  mike-ai-mcp-deemix \
+  mike-ai-mcp-github \
+  mike-ai-mcp-homeassistant \
+  mike-ai-mcp-navidrome; do
+  [[ -z $(docker inspect -f '{{.Name}}' "$legacy" 2>/dev/null || true) ]] || \
+    fail "Altlast existiert noch: $legacy"
 done
-pass "OpenWebUI, alte Hermes-Dienste und migrierte MCPs sind aus"
+pass "OpenWebUI, alte Hermes-Dienste und migrierte MCPs sind entfernt"
 
 docker exec mike-ai-router python - <<'PY' >/dev/null
 import json