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  "body": "# AI Agent Skills 知识包\n\n本知识包（bundle）系统梳理 AI Agent Skills 生态的架构与实践，涵盖六个开源项目：agency-agents（部门化人格集合）、awesun-mcp（向日葵远程控制 MCP 服务器）、awesun-skill（MCP Skill 桥接）、awesun-ui-locator（截图 UI 元素定位）、jira-skill（Jira 工程化集成）、retro-skill（会话复盘与自省）。内容涵盖 SKILL.md 开放标准、MCP 工具协议、插件架构、PEP 723 脚本模式、机械信号检测、渐进式披露等核心概念，遵循 OKF v0.2 规范。\n\n## 目录分组\n\n* [concepts/](concepts/index.md) - 核心概念：12 篇概念文档，分两批排列，从标准入门到实战模式\n* [00 — AI Agent Skills 生态概览](concepts/00-overview.md)\n* [01 — SKILL.md 标准与渐进式披露](concepts/01-skill-md-standard.md)\n* [02 — agency-agents 部门化人格体系](concepts/02-agency-agents-division.md)\n* [03 — Agent 人格文件格式与 frontmatter](concepts/03-agent-persona-format.md)\n* [04 — MCP 协议与工具集成](concepts/04-mcp-protocol.md)\n* [05 — 插件架构（plugin.json/hooks/commands）](concepts/05-plugin-architecture.md)\n* [06 — Awesun 远程控制 Skill 实战](concepts/06-awesun-remote-control.md)\n* [07 — UI 定位器模式（坐标归一化、视觉定位）](concepts/07-ui-locator-pattern.md)\n* [08 — Jira Skill 工程化实践](concepts/08-jira-skill-engineering.md)\n* [09 — Retro Skill 自省与演进模式](conce",
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