// project
Memkoshi
Memory system for AI agents. Three-tier extraction, HMAC signing, cross-agent compatible.
Open-source memory system for AI agents. Three-tier extraction (local regex, LLM API, pi RPC), staged review pipeline with HMAC-SHA256 integrity signing, and 4-layer semantic search via VelociRAG.
Features pattern learning with access-weighted importance scoring, tiered boot context, staleness caveats, and bulk document ingestion. Cross-agent compatible - works with Claude Code, Gemini CLI, or any MCP agent.
321 tests.