Egregore is a tool designed to facilitate shared cognition and persistent organizational memory for teams and AI agents. It addresses the challenge of capturing and compounding the collective knowledge generated through team activities, decisions, and workflows, enabling both humans and AI to access and build upon institutional context across sessions. The platform emphasizes AI-native collaboration, where each session contributes to a growing knowledge base that supports organizational continuity and deeper pattern recognition.
Key features of Egregore include commands such as /invite, which allows teammates to join and immediately access shared memory and coordination workflows; /handoff, which enables the transfer of not just the state of work but also the context, decisions, and reasoning behind it; /save, which automates stages of the git workflow including staging, committing, pushing, and opening pull requests; /activity, which provides a comprehensive overview of daily organizational activity, open threads, and ongoing quests; and /deep-reflect, which traverses the accumulated knowledge base to uncover patterns, analyze decisions, and reveal underlying variables in team dynamics. These capabilities are designed to make organizational knowledge accessible, actionable, and continuously evolving.
Egregore is intended for organizations seeking to enhance collaboration between human team members and AI agents, particularly where continuity of context and collective reasoning are critical. The tool is delivered via a command-line interface, with setup initiated through a command such as 'npx create-egregore@latest'. It integrates with workflows like GitHub for version control and pull requests, and supports the linking of knowledge graphs for new members.
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In the AI & ML space, Egregore takes a focused approach. Enabling teams and AI agents to share persistent memory and context across sessions. It is built as an open-source project for developers building multi-agent or collaborative AI systems. Egregore is open source under the MIT license. Egregore is available on the command line.
Egregore first shipped in 2026. Development happens publicly on GitHub with 261 stars and 83 commits in the last 90 days. PulseGate's similarity index finds few close equivalents — Egregore occupies a relatively distinct niche. Key capabilities include shared memory, async handoffs, and knowledge graph.
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