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Enables AI coding agents to save and recall atomic markdown knowledge cards connected by bidirectional links, giving them persistent memory that carries insights across sessions instead of starting from scratch. Works with Claude Code, Cursor, VS Code Copilot, Codex, Windsurf, and any MCP client using plain markdown and git sync rather than a vector database.