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Minghui Zhou

2 papers indexed

arxivcs.SEcs.AI2026-07-02

Decoupling Code Complexity from Newcomer Participation: A Causal Study of AI Coding Agent Adoption in OSS

Weiwei Xu, Xuanning Cui, Hengzhi Ye, Minghui Zhou

Open-source projects depend on a steady inflow of newcomers. A growing concern is that AI coding agents (tools such as Cursor and Claude Code that write code from natural-language instructions) will crowd them out, by absorbing the simple tasks that beginners start with and by ma…

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arxivcs.SEcs.AI2026-07-01

Skills Are Not Islands: Measuring Dependency and Risk in Agent Skill Supply Chains

Changguo Jia, Tianqi Zhao, Runzhi He, Minghui Zhou

Agent skills package reusable operational knowledge for Large Language Model (LLM) agents, yet as they grow in scope, they become dependency-bearing artifacts whose identities, versions, and provenance remain implicit. This opacity already causes duplicated dependencies and incon…

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