Gives AI coding agents persistent, cross-session memory by storing task insights as interlinked markdown knowledge cards and recalling relevant ones before new work begins. Uses plain files and git sync instead of a vector database or embeddings, and exposes this through MCP tools for Claude Code, Cursor, VS Code Copilot, Codex, Windsurf, and other clients.