melandlabs/openloomi
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 open-source Attention Agent.
What it solves
Work information is often scattered across multiple applications like Slack, Gmail, and Notion, making it difficult to track decisions, deadlines, and project context. OpenLoomi aims to solve this fragmentation by acting as an "attention agent" that surfaces only the information requiring immediate action or decision.
How it works
OpenLoomi operates as a resident desktop companion that uses platform connectors to proactively sync data from various tools. It builds a holistic memory of people, projects, and decisions through a background sync loop. Users can interact with this context via a desktop app or by plugging the OpenLoomi runtime into existing agent frameworks like Claude Code or Codex via plugins.
Who it’s for
- Knowledge workers looking to centralize their work context and reduce time spent searching through different apps.
- Developers who want to integrate shared workspace context into their existing AI agent runtimes.
- Teams needing to track follow-ups and project decisions across multiple communication channels.
Highlights
- Attention Agent: An always-on desktop companion that provides proactive reminders and daily digests.
- Holistic Context: A growing short-to-long-term memory that tracks decisions and project details across tools.
- Platform Connectors: Background synchronization for emails, docs, and messaging apps like Telegram and WhatsApp.
- Agent Integration: Compatible with multiple agent runtimes through an open-source plugin system.