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CortiLoop
Bioinspired Agent Memory Engine — 7-layer brain-modeled memory lifecycle for AI agents. Just pass your LLM: CortiLoop(llm=agent.llm). Built-in embedding (bge-m3) + reranking (cross-encoder). Works with OpenCode, nanobot, openclaw, and any MCP-compatible framework. 92% on LongMemEval.
3stars
1forks
Python
agent-memorybioinspiredhebbian-learningknowledge-graphllmmcpmemory-managementnanobotopenclawopencodevector-search
Quality signals
ActiveNo testsNo CIThin docsNo licenseNew
Install
Universal installANY TOOL
$ npx skillcity@latest shenchengtsi/CortiLoopAuto-detects the skill or MCP server in this repo and installs it for Claude Code, Codex, Cursor, Cline, OpenCode, Gemini CLI, Anti-Gravity, OpenClaw and Hermes.
Requires Node.js 18+ (ships with npx).
Prefer to set it up by hand? Clone the repository:
git clone https://github.com/shenchengtsi/CortiLoop.git
Loading README…
Ask a simulated agent to run this skill. It loads the real SKILL.md and reasons over your task with NVIDIA.
cortiloop — sandboxAI sandbox
Pick a quick prompt below or type your own — watch the agent execute this skill step by step.
guest@skillcity:~$Try a prompt