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Mirror of github.com/Memo-2023/mana-monorepo
Killer-Feature für den Conversation-Mode (M9): User kann auf
choice/yes_no/rating-Feldern in eigenen Worten antworten ("ich nehme
den zweiten Vorschlag" / "klar bin ich dabei" / "so 4 von 5"), ein
LLM mappt das auf die strikte Option-ID / boolean / Integer.
- apps/api/modules/forms/public-routes.ts: neuer
POST /api/v1/forms/public/:token/conversation/extract Endpoint.
Rate-limited (30/min/token + 60/min/IP — Owner-Side-Costs für haiku
trotz unauthenticated-Pfad). freeText hard-cap 1000 Zeichen.
Token-resolve via unlistedSnapshots, fieldId muss im publish-Schema
existieren. Dispatch:
- text/email/number/date: passthrough (free-text IST die Antwort)
- single_choice/multi_choice/yes_no/rating: mana-llm haiku-Call
mit field-spezifischem System-Prompt + JSON-only-Output, Parser
validiert Option-IDs gegen das Schema (Hallucination-Schutz).
Response { extracted, confidence: 'high' | 'low', alternatives? }.
confidence='low' wenn LLM unsicher → Client zeigt Warnung im
Preview-Block, User kann manuell auswählen.
- ConversationFormView: collapsible <details>"Lieber in eigenen
Worten antworten?"-Block unter den quick-reply-Buttons aller
choice/yes_no/rating-Felder. User tippt Free-Text → "Verstehen"
ruft endpoint → Preview-Karte mit der erkannten Antwort
(teal=high-confidence, amber=low-confidence) → "Übernehmen" oder
"Abbrechen". commitExtract löst setAnswerAndAdvance aus, läuft
über den selben Pfad wie quick-reply-Klick.
Schema-Validierung im Parser:
- single_choice: optionId muss in field.options sein, sonst null
- multi_choice: filtert nur valide IDs raus, Array kann leer sein
- yes_no: nur true/false/null erlaubt
- rating: round(value), bounds-check 1..ratingScale
LLM-Call:
- model claude-haiku-4-5 (cheapest)
- temperature 0 (deterministisch)
- maxTokens 200 (JSON-Output ist klein)
- Markdown-code-fence-Strip für robustes JSON-Parsing
Trade-offs:
- Public-Endpoint = ungated LLM-Spend für Form-Owner. Rate-Limits
+ freeText-Cap mitigaten Spam, aber 30 Calls/min × 200 tokens =
moderate Kosten pro Form. Owner sollte das im Hinterkopf haben.
- Confidence='low' eskaliert zur User-Sichtbarkeit, bricht aber
nicht den Flow — User kann übernehmen oder abbrechen.
Forms-Tests 61/61 unverändert (extract braucht Live-LLM für E2E,
absichtlich kein vitest-Mock). svelte-check 0 errors. apps/api
buildet (1772 modules).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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| .changeset | ||
| .claude | ||
| .github | ||
| .husky | ||
| apps | ||
| docker | ||
| docs | ||
| load-tests | ||
| NewAppIdeas/Roblox Reimagined | ||
| packages | ||
| patches | ||
| scripts | ||
| services | ||
| tests | ||
| .dockerignore | ||
| .editorconfig | ||
| .env.development | ||
| .env.macmini.example | ||
| .env.secrets.example | ||
| .gitignore | ||
| .npmrc | ||
| .nvmrc | ||
| .prettierignore | ||
| .prettierrc.json | ||
| CLAUDE.md | ||
| cloudflared-config.yml | ||
| docker-compose.dev.yml | ||
| docker-compose.macmini.yml | ||
| docker-compose.test.yml | ||
| eslint.config.mjs | ||
| gift-codes-2026-02-14.txt | ||
| lint-staged.config.js | ||
| package.json | ||
| playwright.config.ts | ||
| pnpm-lock.yaml | ||
| pnpm-workspace.yaml | ||
| README.md | ||
| SYNC_DEBUG.md | ||
| TROUBLESHOOTING.md | ||
| turbo.json | ||
| vitest.config.ts | ||
Mana Monorepo
Monorepo containing all Mana projects — a self-hosted multi-app ecosystem with shared packages and unified tooling.
Projects
| Project | Description | Apps |
|---|---|---|
| mana | Multi-app ecosystem platform | Expo mobile, SvelteKit web |
| chat | AI chat application | NestJS backend, Expo mobile, SvelteKit web, Astro landing |
| todo | Task management | NestJS backend, SvelteKit web, Astro landing |
| calendar | Calendar & scheduling | NestJS backend, SvelteKit web, Astro landing |
| clock | Pomodoro & time tracking | NestJS backend, SvelteKit web, Astro landing |
| contacts | Contact management | NestJS backend, SvelteKit web |
| picture | AI image generation | NestJS backend, Expo mobile, SvelteKit web, Astro landing |
| cards | Card/deck management | NestJS backend, Expo mobile, SvelteKit web |
| quotes | Daily inspiration quotes | NestJS backend, Expo mobile, SvelteKit web, Astro landing |
| mukke | Music player | NestJS backend, SvelteKit web |
| plants | Plant care tracker | NestJS backend, SvelteKit web |
| storage | Cloud storage | NestJS backend, SvelteKit web |
| questions | Q&A with web search | SvelteKit web |
| skilltree | Skill tree visualization | NestJS backend, SvelteKit web |
| food | Nutrition tracking | NestJS backend, SvelteKit web |
| citycorners | City guide | NestJS backend, SvelteKit web, Astro landing |
| presi | Presentation tool | NestJS backend, SvelteKit web |
| photos | Photo management | NestJS backend, SvelteKit web |
Getting Started
Prerequisites
- Node.js 20+
- pnpm 9.15.0+
- Docker (for PostgreSQL, Redis, MinIO)
Installation
pnpm install
Development
# Start infrastructure (PostgreSQL, Redis, MinIO)
pnpm docker:up
# Start any app with auto DB setup
pnpm dev:chat:full
pnpm dev:todo:full
pnpm dev:calendar:full
pnpm dev:contacts:full
# Build & quality
pnpm run build
pnpm run type-check
pnpm run format
See CLAUDE.md for comprehensive development documentation.
Architecture
mana-monorepo/
├── apps/ # Product applications
├── services/ # Microservices (auth, search, LLM, bots)
├── packages/ # Shared packages
├── docker/ # Docker configuration
└── scripts/ # Development & deployment scripts
Tooling
- Package Manager: pnpm 9.15.0
- Build System: Turborepo
- Formatting: Prettier (tabs, single quotes, 100 char width)
- Hosting: Mac Mini (self-hosted) via Docker + Cloudflare Tunnel
- Analytics: Umami (stats.mana.how)
License
Private - All rights reserved