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OSS2026-07-30 · source-backed
Intuition-Lab/personal-model (created July 10, 1,263 stars, v0.3.2) is a local-first long-term memory runtime that learns how you work from focused activity captured on macOS after you grant permission, then serves it to Claude Code, Codex, and Cursor Agent over MCP as a single evidence-linked HUMAN.md. Registered in the official MCP registry. The structural claim, Points/Lines/Faces/Volumes and a Root each traceable to captured evidence and individually inspectable, correctable, exportable, and deletable, is a sharper answer to the memory-provenance problem than opaque embedding stores. Whether you want continuous activity capture is a separate question with a real answer either way.
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Cline benchmarked against Claude Code / Shared entities / Same source domain / Shared topic / Earlier coverage
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Codex competes with Claude Code / Shared entities / Same source domain / Shared topic / Earlier coverage
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OpenCode competes with Claude Code / Shared entities / Same source domain / Shared topic / Earlier coverage
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Windsurf uses Claude Code / Shared entities / Same source domain / Shared topic / Earlier coverage
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Skills supports Claude Code / Shared entities / Same source domain / Shared topic / Earlier coverage
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Claude Code uses MCP / Shared entities / Same source domain / Shared topic / Earlier coverage
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Microsoft criticizes Claude Code / Shared entities / Same source domain / Shared topic
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OpenClaw uses Claude Code / Shared entities / Same source domain / Shared topic / Earlier coverage / Tension
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