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Mirror of github.com/Memo-2023/mana-monorepo
The deterministic guards in parse-task's coerce() are the load-bearing
defense against gemma3 hallucinating dueDate / priority on bare tasks.
The integration tests against the live LLM cover the happy path
end-to-end, but they go offline as soon as mana-llm is unreachable —
the unit tests cover the guard logic in isolation with synthetic LLM
responses, so a regression in the rules is caught even when the LLM
itself is dark.
22 cases:
- transcriptMentions: substring matching, case-insensitivity, empty
pattern list, the German + English date words from the few-shot
examples, and the negative cases ("Mülltonnen rausstellen",
"Buy milk") that must NOT trigger.
- coerce: fallback shape on garbage input, transcript-as-title when
the model omits one, time-component stripping ("2026-04-09T14:00:00"
→ "2026-04-09"), malformed dueDate rejection, the dueDate /
priority hallucination guards (drop when the transcript has no
trigger word), real-date / real-priority preservation, label
filtering (cap at 3, drop non-strings, empty array on non-array
input), invalid priority value rejection.
Helpers exported solely for the tests via a __test object — the
production endpoint goes through buildPrompt + coerce as before.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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| load-tests | ||
| NewAppIdeas/Roblox Reimagined | ||
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| scripts | ||
| services | ||
| tests/e2e | ||
| .dockerignore | ||
| .editorconfig | ||
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| .gitignore | ||
| .npmrc | ||
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| .prettierignore | ||
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| 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 | ||
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| 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