In Wix's deployed Helpmate assistant, a deterministic executability gate removed 59.4% of semantically matched skill candidates and, in a counterfactual replay, prevented selection of production-blocked skills in 7.8% of conversations.
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Don't Offer What Can't Be Done: Deterministic Executability Gating for LLM Skill Selection at Scale
In Wix's deployed Helpmate assistant, a deterministic executability gate removed 59.4% of semantically matched skill candidates and, in a counterfactual replay, prevented selection of production-blocked skills in 7.8% of conversations.