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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Ge Shi

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Preprint Aug 2026

Repo2Skill-Evo: Repository Skills Go Stale in Silence

Repo2Skill-Evo casts each release transition as a skill-maintenance task: given a V1 skill set and the official V1-to-V2 patch, an agent must update obsolete skill content while preserving guidance that remains valid.

Chenyuan Duan, Ge Shi, Zineng Mao et al. · 0 citations

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