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A shared research memory for people and AI agents: a VS Code extension, CLI and MCP server over Markdown records, with claim-driven experiments, token-efficient handoffs, writing guides served as MCP prompts, an Overleaf report workflow, related-work import with PDFs and code discovery, and reproducible Slurm runs. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>