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0450c86527
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 | ||
| docker | ||
| docs | ||
| games/arcade | ||
| 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 | ||
| 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 |
| zitare | Daily inspiration quotes | NestJS backend, Expo mobile, SvelteKit web, Astro landing |
| mukke | Music player | NestJS backend, SvelteKit web |
| planta | 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 |
| nutriphi | 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