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Mirror of github.com/Memo-2023/mana-monorepo
b505024f7b
Real end-to-end testing against the now-working local mana-llm
surfaced two model behaviours the prompt couldn't talk down:
1. gemma3:4b stamps today's date on every task that doesn't have a
real time anchor. "Mülltonnen rausstellen" came back with
dueDate=2026-04-08 and priority=low even though the prompt
explicitly said "MUST be null when no date is mentioned". After
typing "Buy milk" the user would silently get a today-due task,
which is worse than no parsing at all.
2. The model occasionally returns dueDate as a full ISO timestamp
("2026-04-09T14:00:00") when the transcript mentions a time. The
coerce regex previously matched the prefix and let the timestamp
through unchanged, which then breaks the YYYY-MM-DD-shaped Dexie
field downstream.
Fix: deterministic post-processing in coerce. The prompt is also
tightened with explicit "ONLY when…" rules but the guards are the
load-bearing change since gemma3:4b ignores prompt restrictions.
- Strict YYYY-MM-DD extraction: a leading-anchor regex match keeps
only the date prefix even if the model adds a time component.
- DATE_TRIGGER_PATTERNS: substring scan over the original transcript
for German + English date words. If the LLM returned a dueDate but
the transcript has zero matches, drop the date — it was a
hallucination. False positives are preferable to false negatives:
letting through a fake date is more annoying than suppressing a
real one the user can re-type.
- PRIORITY_TRIGGER_PATTERNS: same idea for priority. The model thinks
taxes are inherently urgent; we don't want to inherit that opinion.
The labels field is left noisy on purpose — "müll", "unbedingt",
"erledigen" all come back from a single transcript and only the ones
that fuzzy-match an existing workspace tag end up on the task, so
filtering filler words at this layer would be wasted work.
Verified against five transcripts spanning bare/explicit/relative
date in DE + EN. Real LLM round-trip via http://localhost:5173 →
https://llm.mana.how → ollama gemma3:4b. Local mana-llm now reaches
its Ollama backend after the gpu-proxy routing fix in
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| .changeset | ||
| .claude | ||
| .github | ||
| .husky | ||
| apps | ||
| docker | ||
| docs | ||
| games | ||
| load-tests | ||
| NewAppIdeas/Roblox Reimagined | ||
| packages | ||
| patches | ||
| scripts | ||
| services | ||
| tests/e2e | ||
| .dockerignore | ||
| .editorconfig | ||
| .env.development | ||
| .env.macmini.example | ||
| .gitignore | ||
| .npmrc | ||
| .nvmrc | ||
| .prettierignore | ||
| .prettierrc.json | ||
| CLAUDE.md | ||
| cloudflared-config.yml | ||
| docker-compose.dev.yml | ||
| docker-compose.macmini.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