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🧬 KIP (Knowledge Interaction Protocol) is an open protocol for durable AI agent memory and learning. It connects experience, evidence, knowledge, and skills in a portable, auditable cognitive state, helping agents revise beliefs and improve future decisions through feedback from real outcomes.
A persistent AI operating system. 13 specialized agents + a runtime-portable 5-agent quality gate (Agent Council), 12 skills, 8 guardrails, 4 workflows. Built entirely from markdown files. Zero dependencies.
Open-source AI agent memory dashboard and MCP memory template with Supabase pgvector recall, Mem0, Optimization Kit, and Memory File Sync Kit for Claude, ChatGPT, and Cursor.
Smallest possible working example of CogmemAi (95.1% LongMemEval) wired into the Claude Agent SDK. Two-session demo: save in session 1, recall in session 2.
This started out as a 'peresistent memory' for Gemini. In order to create memory, it turns out that in order to create actual memory, i needed to create a program capable of thought...as it seems that memory is simply The Pathway takein by Thought away from Birth...