A lightweight memory engine for AI agents using fuzzy graphs, Hebbian updates, and optional LLM gating.

Memory OS AI — Adaptive memory system for AI agents (forked from RoaminS/Memory-os-ai)

Architecture documentation for the Firm AI Agent ecosystem — setup-vs-agent-firm + mcp-openclaw-extensions + Memory-os-ai

Persistent, updatable external memory for frozen LLMs. Bio-inspired Hebbian trace module achieves ≥99% recall at 1,000 facts with zero latency overhead — no fine-tuning, no vector DB, no retrieval infrastructure.