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Graph-MIND (now turnbook): local memory for coding agents without a single model call

Tools & releases
Graph-MIND, renamed turnbook, is a local long-term memory for coding agents: it stores and retrieves without a single model call, using word-for-word lookup. It reports 91.8% on LongMemEval starting from 3.1k tokens per query, and is shared across Claude Code, Codex, Cursor, Copilot CLI, Gemini CLI and OpenCode. A concrete alternative to memories that delegate Retrieval to the model.

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