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@melandlabs

Meland Labs

Meland Labs creates personalized AI assistants that manage and organize your day freeing you to focus on what truly matters.

Meland Labs

Meland Labs builds open-source AI coworkers that protect your attention — connecting the tools you already use and surfacing only what needs your decision or action.

What We Build

OpenLoomi is an open-source AI coworker built to protect your attention. It connects the tools you use and, with your permission, understands what's on your screen — bringing together the context behind your people, projects, and decisions, then surfacing only what needs your decision or action.

An always-on desktop attention agent (Loomi) watches the door so you don't have to, and turns the day's scattered signals into decision cards you can approve in one tap. Use it standalone, or plug any Agent framework into the same resident desktop — Claude Code, Codex, OpenCode, Hermes, and OpenClaw all work.

  • 🐾 Attention Agent — An always-on desktop companion (Loomi) that surfaces pre-decided reminders — 9 AM to-do, 6 PM recap, overdue replies — as small bubbles, without fighting for your focus.
  • 🧠 Holistic Context — Short → mid → long-term memory that grows on its own — visible, auditable, and always remembering your people, projects, and decisions across months.
  • 🔌 Platform Connectors — Background sync loop pulls commits, issues, emails, and docs into your context graph. Chat with AI directly inside Telegram, WhatsApp, iMessage, QQ, or Lark/Feishu.
  • Proactive Tasks — Schedule recurring work — daily digests, weekly reports, reminders — that run automatically on your desktop.
  • 🖥️ Local-First Security — Native apps for Windows, macOS, and Linux with AES-256 encryption, no data leaves your machine, auditable access logs.
  • 🧩 Any Agent Integration — Context, memory, connectors, attention agent, and Loop engine are all delivered as open-source Skills and Plugins — plug into Claude Code, Codex, OpenCode, Hermes, or OpenClaw.

What is it for?

  • Stop dropping commitments. Overdue replies, creeping deadlines, "I'll send that follow-up Friday" — Loomi nudges you with a small bubble at the right moment, and you can teach it the signals and decisions to watch for.
  • Find anything from your work life in seconds. "What did I decide about pricing last quarter?", "Who owns design on Acorn?", "What was I working on before vacation?" — memory spans every tool and channel, no more digging through Slack, Gmail, or Notion.
  • Morning brief at 9 AM, end-of-day recap at 6 PM. Today's to-do slides into view every morning, today's done ships every evening — the key info lives in one place instead of nine apps.
  • Ask AI for work help right inside your chat. Draft a reply, summarize a long thread, schedule a follow-up — directly in Telegram, WhatsApp, iMessage, QQ, or Lark/Feishu.

Why It Is Different

Compared with... OpenLoomi adds
Claude Cowork-style agents an open-source, local-first AI coworker and workspace with source evidence and approval
Codex / Claude Code workspace context beyond the repo: people, product decisions, launch context, issues, and follow-ups
OpenClaw / Hermes context before and after the action: why it matters, what source was used, what changed, what remains open
RAG / knowledge bases work state, not just document retrieval: what changed, what is still true, and what should affect the next action

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  1. openloomi openloomi Public

    OpenLoomi is an open-source AI coworker. It connects your work tools, understands what you’re working on, and tells you what needs your attention, why it matters, and what to do next. It’s your ope…

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