Portable agent operating system with selective memory routing. Your AI agent learns from experience, remembers what matters, and improves with every interaction.
Memory, skills, workflows, and multi-agent intelligence — in one package.
Four retrieval strategies (FTS5, embeddings, semantic facts, graph expansion) automatically selected per query type. Research-validated across 8 benchmarks.
Your agent learns from every task. Principles extracted, confidence tracked, performance improved. 40+ skill types out of the box.
Email triage, job tracking, security monitoring, research digests, and more. Enable what you need, disable what you don't.
Connect multiple agents. Consensus merge, domain-specific authority, swarm training with 100+ agents. Principles validated across the mesh.
Buy and sell trained agent brains. Privacy-preserving export — share principles without sharing raw memories. Knowledge grafting as a product.
100% on-device. SQLite database, no cloud dependency, no data leaves your machine. Air-gap safe. Your data is yours.
Install in 30 seconds. Works with Claude, GPT, Gemini, or any LLM.