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Jul 4, 2026 · Artificial Intelligence

Iterating Agent Skills with SkillRevise: Using Execution Traces for Continuous Improvement

SkillRevise tackles the overestimation of LLM‑authored agent skills by breaking down complex search tasks, attaching evidence to verifiable sources, and introducing trace‑conditioned revisions that let engineers pinpoint and fix failures across retrieval, reasoning, and presentation layers.