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feat: Kategorie-Vorschlag via on-device generativem Modell #173

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opened 2026-05-03 00:58:57 +02:00 by admin-mrrm · 0 comments
admin-mrrm commented 2026-05-03 00:58:57 +02:00
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Ziel

Für eingehende Mails automatisch Kategorie-Vorschläge generieren — ausschließlich on-device.

Abhängigkeiten

  • #171 (mobile ML runtime)
  • #172 (web ML runtime)
  • #139 (Tag-Schema)

Aufgaben

  • Prompt-Template: Betreff + Snippet + bestehende Tags → Vorschlag
  • Neue Kategorie vorschlagen wenn keine bestehende passt
  • Tags werden mit Status suggested gespeichert
  • Trigger: beim Abrufen neuer Mails automatisch im Hintergrund

Hinweise

  • Mail-Inhalt verlässt nie das Gerät
  • Modell wird lazy geladen (siehe #171/#172)
## Ziel Für eingehende Mails automatisch Kategorie-Vorschläge generieren — ausschließlich on-device. ## Abhängigkeiten - #171 (mobile ML runtime) - #172 (web ML runtime) - #139 (Tag-Schema) ## Aufgaben - Prompt-Template: Betreff + Snippet + bestehende Tags → Vorschlag - Neue Kategorie vorschlagen wenn keine bestehende passt - Tags werden mit Status `suggested` gespeichert - Trigger: beim Abrufen neuer Mails automatisch im Hintergrund ## Hinweise - Mail-Inhalt verlässt nie das Gerät - Modell wird lazy geladen (siehe #171/#172)
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chore/roadmap-rc32-done
feat/rc32-fdroid-nightly
feat/rc31-auto-index-on-mutation
feat/rc30-auto-index
chore/roadmap-rc28-done
feat/360-projects-source
chore/roadmap-rc27-done
feat/habits-ui
chore/roadmap-rc26-done
feat/planner-v1-depends-on
chore/roadmap-rc25-done
feat/calendar-settings-ui
chore/roadmap-rc24-done
feat/candidate-mark-done
chore/roadmap-rc23-done
fix/shared-schema-todo
chore/roadmap-rc22-done
chore/release-rc22
feat/todo-candidate-writer
chore/roadmap-rc21-done
chore/roadmap-rc21-json-fix
chore/release-v0.6.6-rc21
feat/day-planner-empty-state-ctas
chore/roadmap-rc17-rc18-done
chore/phase2-smoke-manual-trigger
chore/roadmap-rc19-done
fix/list-screens-scrollable
feat/dev-user-header-env-gate
wireup/ai-foundation-phase1
feat/443-search-ui
feat/442-background-indexer
feat/441-data-source-interface
feat/440-sqlite-vec
feat/439-embedding-service
feat/425-mlkit-image-preview-integration
archive/spike-77-ocr-mobile
fix/gitea-release-shell-scope
feat/396-version-sync
feat/376-e2e-drone-integration
feat/374-e2e-playwright-setup
feat/372-planner-v1
feat/370-calendar-read
feat/368-planner-v0
feat/366-habit-source
feat/178-mail-candidate-writer
feat/253-nli-template-ab
fix/348-settings-nav-hijack-v2
fix/347-web-side-drawer
fix/349-profile-menu-close
feat-297-sender-memory-ui
feat-296-web-classifier-sender-memory
feat/294-sender-label-memory
chore/268-analyze-script-dynamic-labels
fix/268-nli-threshold-025
fix/266-imap-getmessage-timeout
fix-imap-unhandled-error
fix-175-onnxruntime-anchor
fix-175-onnxruntime-mainapp
ci-release-gate-apk
ci-mobile-bundle-check
fix-175-native-startup
fix-175-stub-onnxruntime-web
fix-175-import-meta-hermes
feat-web-parcel-scan-toggle
feat-tracking-manual-sync
fix-track17-carrier-ids
feat-232-mail-scanner
feat-233-trackings-post
feat-aftership-provider
feat-195-loading-skeletons
feat-197-error-boundary
feat-194-toast-system
chore/add-claude-md
155-auth-callback-route
feat/fdroid-deploy
fix/mail-messages-pagination-types
feat/ocr-correction-review
fix/ocr-inference-oom
fix/ocr-oom-and-finetune-training
feat/ocr-easyocr-and-training-data
feat/ocr-image-rotate-preview
feat/mobile-image-picker-57
feat/ocr-parse-image-endpoint
feat/lists-notes-e2e
fix/web-show-auth-error-body
fix/deploy-envfile
fix/deploy-ssh-port
feat/drone-deploy
fix/drone-secret-names
fix/dockerfile-deploy-flag
feat/drone-ci
feat/apps-web
feat/shopping-list-crud
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Labels
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app/archiv

Document & email archive (Paperless-ngx integration)

  
app/einkaufslisten

   
app/imap-client

   
app/wissensbasis

   
arch-answered

arch-question wurde vom Architekten beantwortet und vom PM in Produkt-Entscheidung übersetzt

  
arch-question

Anfrage an Software-Architekt — Tech-/Architektur-Entscheidung gebraucht (PM hat sie nicht selbst getroffen)

  
area/api

NestJS backend

  
area/auth

Keycloak / OIDC

  
area/infra

Monorepo / CI / tooling

  
area/mobile

Expo React Native app

  
area/shared

Shared packages

  
area/ui

Tamagui UI package

  
area/web

Vite web app

  
portfolio-status

Wöchentlicher CEO-Portfolio-Status

  
prio/high

High priority

  
prio/low

Low priority

  
prio/medium

Medium priority

  
roadmap/public

In der public Roadmap der App sichtbar (roadmap.json kuratiert)

  
size/l

2-3 days

  
size/m

About 1 day

  
size/s

Half a day

  
size/xl

More than 3 days — should be split

  
size/xs

Less than 1 hour

  
status/blocked

Waiting on something

  
status/needs-info

Open questions before work can continue

  
type/bug

Something is broken

  
type/chore

Infra / tooling / maintenance

  
type/docs

Documentation

  
type/feature

New user-facing functionality

  
type/idea

   
type/refactor

Code refactor without behavior change

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area/ui
area/web
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prio/high
prio/low
prio/medium
roadmap/public
size/l
size/m
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Reference
admin-mrrm/mrrmlabapp#173
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