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1. col col Public

   Continuous Online Learning — a self-managing continuous learning system: no sessions, no context management, no skill wiring. Teach it from any surface; it learns, sleeps, dreams, and routes on its…

   Python

2. hac hac Public

   HAC — Hierarchical Agent Contracts: a prototype control plane for turning human intent into inherited, testable constraints on multi-agent systems.

   Python

3. vaas vaas Public

   VAAS — Vision as a Service: a visual memory and attention layer for AI agents. Index images and long video once; search, inspect, track, and retrieve the right frame.

   Python

4. wouf wouf Public

   WOUF — Write Once, Use Forever: an energetic memory system for LLM agents. Six memory classes, decay/reinforcement physics, cache-stable context, zero dependencies.

   Python