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I turned my home server into an AI appliance, and this is the stack that actually stuck

My reliable, low-friction self-hosted AI productivity setup.
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学习笔记：从 Agent 到 Skills — AI 智能体架构的范式转变

报告日期：2026-02-28 关键词： Agent Skills, MCP, OpenClaw, A2A, Agentic AI, 模块化架构一、谁提出了从 Agent 到 Skills 的转变？1.1 起源：Anthropic 的两步棋Anthropic 在不到 14 个月内连续发布了两个开放标准：Anthropic 工程博客原文："Building a skill for an agent ...