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SPOOX – SPlit lOOp eXpand – Terminal Assistant

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SPOOX


SPOOX – SPlit lOOp eXpand

A terminal-integrated, LLM-powered multi-agent system (MAS) designed to assist developers directly within their terminal. Spoox CLI provides intelligent assistance for OS tasks, server management workflows, and software engineering challenges. The architectures of these agent systems are based on the spoox MAS design framework, a generic architectural framework for multi-agent topology and communication design.

Several differently scaled terminal MAS variants have been developed and are accessible through a terminal CLI: spoox-s, spoox-m, and spoox-l. The spoox-m variant achieved first place on the Terminal Bench leaderboard for the gpt-5-mini model and is therefore used as the default configuration for the spoox CLI.

More information and code are available on the Spoox GitHub repository.


Authors: Linus Sander, Fengjunjie Pan, Alois Knoll

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