Review
Sep 2026
Skill-as-API: Confidential Multi-Agent Coordination for Agentic Software Engineering
An open-source Python implementation over XMTP with 1.8-2.9 s cross-continent hot-reconnect latency, and a software-engineering case study in which three agents coordinate a pull-request review while each retains ownership of its proprietary analysis prompts are provided.
Zi-Wei Zhao, Yu Gu, Haofeng Liang et al.
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