User test on the mana-server tier showed Ollama gemma3:4b returning
LITERALLY empty content for the title task, which is much weirder
than the small browser model misbehaving. Three layered fixes plus
diagnostics that will tell us what's actually happening over the
wire next time.
1. remote.ts: SSE diagnostics + liberal field shape
The mana-llm /v1/chat/completions endpoint claims OpenAI
compatibility, but different upstream providers (Ollama, OpenAI,
Gemini) wrap their token text in different field paths inside
the SSE delta. Be liberal in what we accept:
- choice.delta.content (canonical OpenAI)
- choice.delta.text (some Ollama-compat shims)
- choice.message.content (non-streaming response embedded in stream)
- choice.text (legacy completion API)
Plus: count totalFrames + dataFrames + capture firstFrameRaw +
firstFrameParsed during the stream. When `collected` is empty at
the end of the stream, dump all of that to console.warn so the
next test session shows us exactly what mana-llm is sending. This
is the only reliable way to debug "empty completion" without a
network sniffer in the user's browser.
2. generate-title.ts: drop few-shot, use simple system+user prompt
The previous few-shot prompt with three `Aufnahme: "..."\nTitel: ...`
examples was apparently too much for Ollama gemma3:4b on the
mana-server tier — it returned literal "" for reasons we don't
fully understand (chat-template confusion with the embedded
quotes? multi-section format? some quirk of how mana-llm formats
the messages for Ollama?). Either way, the failure mode is clear.
Replace with a minimal two-message format:
- system: "Du erzeugst einen kurzen Titel (3-5 Wörter)..."
- user: <transcript>
Same instruction, much simpler shape. Bumped maxTokens 24 → 32
to give the model breathing room.
3. generate-title.ts: rules fallback detects sentence fragments
Even when the LLM fails and we fall through to runRules, the
previous heuristic for medium-length transcripts (10-20 words)
would extract the first 7 words verbatim — which for a typical
"Eine kleine Testaufnahme um zu sehen ob alles funktioniert" memo
produces "Eine kleine Testaufnahme, um zu sehen, ob" as the
"title". That's a sentence fragment ending mid-thought, not a
title. Worse than "Memo vom 9. April 2026".
Add a "looks like a sentence fragment" heuristic: if the last
word of the extracted slice is a German stop-word or article
(und/oder/wenn/ob/zu/um/der/die/das/ein/...) the result is
clearly mid-clause. In that case fall through to dateLabel()
instead of writing the fragment.
Stop-word list is curated to 30 entries — common conjunctions,
articles, prepositions, auxiliaries. Not exhaustive but catches
the typical "first 7 words of a German sentence" failure mode.
After this commit lands, the next test will surface in the console
EITHER:
- the actual delta shape mana-llm is using (so we know if our
parser is wrong or if the model is genuinely silent)
- a real LLM-generated title (if the simpler prompt worked)
- "Memo vom <date>" via the rules fallback (if the LLM still
fails but the rules fragment detection caught the bad slice)
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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| .. | ||
| apps | ||
| .gitignore | ||
| CLAUDE.md | ||
| README.md | ||
Mana Apps
A unified application ecosystem built on a shared authentication system, supporting multiple branded applications across web and mobile platforms.
Overview
Mana Apps is a monorepo containing web and mobile applications that provide organization management, team collaboration, and credit transfer capabilities. The system supports multiple branded applications (Memoro, Cards, Storyteller, Mana) through a flexible multi-tenant architecture.
Applications
- Web App (
apps/web) - SvelteKit-based web application - Mobile App (
apps/mobile) - React Native (Expo) app for iOS, Android, and web - Landing (
apps/landing) - Landing page (planned)
Features
- 🔐 Unified authentication with Supabase
- 🏢 Organization management with role-based access
- 👥 Team collaboration and member management
- 💰 Mana credit system with transfers and balance tracking
- 🎨 Multi-brand support with configurable themes
- 📱 Cross-platform (Web, iOS, Android)
- 🔄 Real-time updates across all platforms
- 🧪 Comprehensive testing with Vitest and Playwright
Quick Start
Prerequisites
- Node.js 20+
- pnpm (for web app)
- npm (for mobile app)
- Supabase account with project configured
- Expo CLI (for mobile development)
Setup
-
Clone the repository
git clone <repository-url> cd mana-core-apps -
Web App Setup
cd apps/web pnpm install cp .env.example .env # Edit .env with your Supabase credentials pnpm dev -
Mobile App Setup
cd apps/mobile npm install cp .env.example .env # Edit .env with your Supabase credentials npm start
Project Structure
mana-core-apps/
├── apps/
│ ├── web/ # SvelteKit web application
│ │ ├── src/
│ │ │ ├── routes/ # File-based routing
│ │ │ │ ├── (auth)/ # Public auth pages
│ │ │ │ └── (app)/ # Protected pages
│ │ │ ├── lib/
│ │ │ │ ├── components/
│ │ │ │ ├── config/ # Multi-app configuration
│ │ │ │ ├── server/ # Server-only utilities
│ │ │ │ └── types/
│ │ │ └── hooks.server.ts # Auth middleware
│ │ └── package.json
│ │
│ ├── mobile/ # React Native (Expo) app
│ │ ├── app/ # File-based routing (Expo Router)
│ │ │ ├── (drawer)/ # Drawer navigation
│ │ │ ├── auth/ # Auth screens
│ │ │ └── _layout.tsx # Root layout with auth
│ │ ├── components/ # React components
│ │ ├── utils/ # Utilities (Supabase, storage)
│ │ └── package.json
│ │
│ └── landing/ # Landing page (planned)
│
├── CLAUDE.md # Developer documentation
└── README.md # This file
Technology Stack
Web App (apps/web)
| Category | Technology |
|---|---|
| Framework | SvelteKit 2 with Svelte 5 (Runes) |
| Language | TypeScript |
| Styling | TailwindCSS 3 with PostCSS |
| Database | Supabase (PostgreSQL) |
| Auth | Supabase Auth with SSR |
| Testing | Vitest (unit) + Playwright (E2E) |
| Build Tool | Vite |
Mobile App (apps/mobile)
| Category | Technology |
|---|---|
| Framework | Expo 52 with React Native 0.76 |
| Language | TypeScript |
| Routing | Expo Router 4 (file-based) |
| Styling | NativeWind (TailwindCSS for RN) |
| Navigation | React Navigation (drawer, tabs) |
| Database | Supabase |
| Build | EAS Build |
| Platforms | iOS, Android, Web |
Development
Web App Commands
cd apps/web
# Development
pnpm dev # Start dev server (http://localhost:5173)
pnpm build # Build for production
pnpm preview # Preview production build
# Code Quality
pnpm check # Type-check with svelte-check
pnpm check:watch # Type-check in watch mode
pnpm lint # Check formatting and lint
pnpm format # Format code with Prettier
# Testing
pnpm test # Run unit tests (Vitest)
pnpm test:ui # Run tests with UI
pnpm test:e2e # Run E2E tests (Playwright)
Mobile App Commands
cd apps/mobile
# Development
npm start # Start Expo dev server
npm run ios # Run on iOS simulator
npm run android # Run on Android emulator
npm run web # Run web version (http://localhost:19006)
# Building
npm run build:dev # Build dev client
npm run build:preview # Build for internal testing
npm run build:prod # Build for production
# Code Quality
npm run lint # Lint and check formatting
npm run format # Fix linting and format code
# Setup
npm run prebuild # Generate native projects
Environment Configuration
Both apps require Supabase configuration. Create .env files based on .env.example:
Web App (apps/web/.env)
PUBLIC_SUPABASE_URL=your_supabase_project_url
PUBLIC_SUPABASE_ANON_KEY=your_supabase_anon_key
MIDDLEWARE_URL=https://mana-middleware-111768794939.europe-west3.run.app
PUBLIC_APP_NAME=Mana Web
NODE_ENV=development
Mobile App (apps/mobile/.env)
EXPO_PUBLIC_SUPABASE_URL=your_supabase_project_url
EXPO_PUBLIC_SUPABASE_ANON_KEY=your_supabase_anon_key
Architecture
Multi-Tenant System
The system supports multiple branded applications sharing the same authentication backend:
- Memoro - Voice recordings and memory management
- Cards - AI-powered flashcard learning
- Storyteller - Creative writing with AI assistance
- Mana - Central account and organization management
App configurations are centralized in apps/web/src/lib/config/apps.ts, defining branding, features, and routing for each application.
Authentication Flow
Web (SvelteKit):
- Server-side authentication using
@supabase/ssr - Middleware in
hooks.server.tshandles session validation - Protected routes in
(app)group require authentication - JWT validation via
safeGetSession()before allowing access
Mobile (Expo):
- Client-side authentication using
@supabase/supabase-js - Custom memory storage for session persistence
AuthProviderinapp/_layout.tsxmanages auth state- Automatic navigation based on authentication status
Database Schema
Key tables:
users- User profiles (linked viaauth_idto Supabase Auth)organizations- Organization entitiesuser_roles- User-organization relationships with rolesteams- Team entities within organizationsteam_members- User-team membershipscredit_transactions- Mana credit transfer history
See CLAUDE.md for detailed architecture documentation.
Testing
Web App
cd apps/web
# Unit tests
pnpm test # Run all tests
pnpm test:ui # Open Vitest UI
# E2E tests
pnpm test:e2e # Run Playwright tests
pnpm test:e2e --ui # Run with Playwright UI
Mobile App
Mobile testing is primarily done through Expo Go or development builds:
cd apps/mobile
npm start # Start dev server
# Then press 'i' for iOS or 'a' for Android
Deployment
Web App
Vercel (Recommended):
cd apps/web
vercel
Netlify:
cd apps/web
netlify deploy
Mobile App
iOS and Android (via EAS):
cd apps/mobile
# Preview build (internal testing)
npm run build:preview
# Production build
npm run build:prod
Configure EAS in eas.json with your build profiles.
Contributing
- Create a feature branch from
main - Make your changes
- Run linting and tests
- Submit a pull request
Code Style
- Use TypeScript for type safety
- Follow ESLint and Prettier configurations
- Write tests for new features
- Use conventional commit messages
Documentation
- CLAUDE.md - Comprehensive developer guide for Claude Code
- apps/web/README.md - Web-specific documentation
- Individual component documentation in source files
Support
For questions or issues, please contact the development team or open an issue in the repository.
License
Private - All rights reserved