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cs.LG 1

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2026 1

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UNVERDICTED 1

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SkillGen: Verified Inference-Time Agent Skill Synthesis

cs.LG · 2026-05-09 · unverdicted · novelty 6.0

SkillGen synthesizes auditable skills from agent trajectories via contrastive induction on successes and failures, then verifies net performance impact by comparing outcomes with and without the skill on identical tasks.

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  • SkillGen: Verified Inference-Time Agent Skill Synthesis cs.LG · 2026-05-09 · unverdicted · none · ref 19

    SkillGen synthesizes auditable skills from agent trajectories via contrastive induction on successes and failures, then verifies net performance impact by comparing outcomes with and without the skill on identical tasks.