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HEXIS: Compiling Skills into Extended Finite State Machines

arXiv · AI, language, vision and robotics · article · Sep 24, 2026 · UTC

Agent skills provide reusable knowledge and instructions, yet agents must repeatedly infer how to apply them and which operation should follow. This couples task reasoning with control decisions, allowing prescribed steps to be omitted or applied incorrectly. We introduce HEXIS, which compiles agent skills into extended finite state machines that separate knowledge from control flow. Skill knowledge is incorporated into local instructions that guide reasoning and generation within states. The machine records execution progress and intermediate results, while explicit transition conditions dete

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Evidence & attribution

First collected: 2026-09-25T06:12:46.948Z. This is not the publication date.