Continuous Learning Python Packages

ethicore-engine-selfhost

Ethicore Engine® is an AI safety, ethics, and compliance platform. This repo consists of the open-source components of Ethicore Engine™ - Guardian SDK; designed to protect your AI applications from prompt injection, jailbreaks, role hijacking, system-prompt extraction, and 100+ additional threat categories through a multi-layer analysis pipeline

loop-memory

Local-first, agent-agnostic memory system that closes the agent loop on any AI agent. Watches any agent's transcript directory on disk and distils long sessions into a curated wiki that re-injects into the next turn. Out of the box: hooks for Codex / Claude / Hermes / OpenClaw; SDK + generic watcher CLI for the rest.

ethicore-engine-guardian

Ethicore Engine® is an AI safety, ethics, and compliance platform. This repo consists of the open-source components of Ethicore Engine™ - Guardian SDK; designed to protect your AI applications from prompt injection, jailbreaks, role hijacking, system-prompt extraction, and 100+ additional threat categories through a multi-layer analysis pipeline

carl-studio

Coherence-Aware Reinforcement Learning (CARL) - breakthrough LLM post-training and test-time training paradigm. carl builds the world's most advanced and intelligent agent systems that are a step change over current gen agents

carl-core

Coherence math primitives for CARL (Coherence-Aware Reinforcement Learning)

komi-learn

Continuous memory + self-improvement for AI agents. Learns how you work, recalls it automatically, no commands. Claude Code & Codex.