SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution

In three linesSkillsVote is a lifecycle-governance framework for LLM agent skills from collection to evolution. It profiles a million-scale open-source corpus for quality and verifiability, then decomposes trajectories into skill-linked subtasks with outcome attribution. Results: +7.9pp on Terminal-Bench 2.0 (GPT-5.2) and +2.6pp on SWE-Bench Pro.

Summary generated by Claude — human-verified