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This paper presents SCION, an agentic scientific operating system that integrates AI tools for scientific discovery through a Research Execution Plan (REP) and hierarchical multi-agent execution. It demonstrates applications in materials analysis, molecule design, and protein screening, outperforming existing autonomous research-agent baselines.