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Reasoning-style models (Gemma 4 E4B is the first one we use, but DeepSeek R1, Gemini 2.5 thinking, etc. behave the same way) split their output into two fields: - message.content — the final answer - message.reasoning — the chain-of-thought leading up to it When the model is given too few max_tokens to finish reasoning AND emit content, the response comes back with content="" and reasoning populated with the half-finished thought. Verified empirically with gemma4:e4b and `max_tokens: 10` on a "Sage Hi auf Deutsch in einem Wort" prompt — content was "" while reasoning had "Here's a thinking process to..." (cut off mid-thought). For the title task this rarely matters because the system prompt is directive enough to skip the thinking phase (verified: same gemma4: e4b returns clean 7-token titles like "Sonnenstrahlen genießen heute" with the standard system prompt + max_tokens 32). But it's a real failure mode for any future task that uses a less-directive prompt or hits a longer reasoning chain. Defensive fix: prefer message.content first, fall back to message.reasoning if content is empty. The fallback is a string-or- nothing operation, no semantic interpretation — if the reasoning field happens to contain a usable answer fragment, the caller's cleanup chain (e.g. generateTitleTask's strip-quotes-and-dots pipeline) will normalize it. If it's truly half-finished thought, the caller's runRules fallback still kicks in via the existing empty-result detection. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> |
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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