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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

Sungjoon Lee

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Preprint Aug 2026

P2Skill: Privacy Preserving Skill Distillation for Cloud-Local LLM Inference Systems

P2Skill is proposed, a prompt-based skill distillation method in which a local small language model (SLM) autonomously performs decomposition, PII-aware routing, paraphrasing, and reconstruction by following the skill prompts.

M. Ryu, Geunpyo Park, Sungjoon Lee et al. · 1 citation · ⚡1

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