什么是 Skill？

Skill是LangChain中用于管理代理上下文的分层结构，通过按需加载任务相关上下文提升效率。

Warp通过结合人类反馈与两个Skill机制，实现Agent的自我进化，提升代码审查效果。

通用AI Agent将主导市场，垂直Agent和封闭系统面临挑战，模型能力是关键竞争因素。

OpenAI Codex 的 Record & Replay 功能通过演示工作流生成可复用的 AI 技能，提升任务执行效率。

OpenAI Codex 新增 Record & Replay 功能，通过演示操作生成可复用的 Skill，提升自动化效率。

Codex's plugin mechanism is key to becoming a universal agent and may lead to the development of an Agent App Store.

An open-source skill for creating high-quality onboarding videos for iOS/Android apps offers a reusable engineering framework that focuses on micro-interactions, enforces a four-step workflow, and applies strict motion rules to improve first-time user experience.

Meituan applied the 'human alignment → machine alignment' framework from agent evaluation to manage AI-generated code, enabling incremental refactoring of a 310K-line system without disrupting delivery.

Google DeepMind利用AI分析古代铅制铭牌，重建了古代世界朝圣者网络，揭示跨地域交流模式。

Guizang proposes an e-paper hardware Skill solution controlled by Agents, supporting timed data refresh and QR code display during shutdown, suitable for常态化看板 and social scenarios.

通过安装特定Skill可让多个AI工具调用Codex生图能力，OpenAI生图质量处于行业顶级水平。

Skill 的迭代需要解决用户反馈的细节问题，通过 Agent 自动分析和修复问题，提升使用体验。

Skill 的迭代需要解决用户反馈的问题，通过 Agent 分析和修复，提升用户体验。

通过结合不同模型的技能，可以改善Codex写作的AI味问题，提升内容质量。

Hailuo AI 宣布 MiniMax Hub 推出 AIMV 功能，但内容为宣传文案，未提供技术原理或工程实践细节。

使用Codex操作剪映自动剪辑视频耗时27分钟，作者计划自研Skill优化流程。

文章介绍了一个提供网页动画过渡效果的网站，并提到可通过安装 Skill 来为网页添加动画。

An engineer shares his experience on how to engineer AI technology into the design of a Skill product.

The author developed a cross-platform player for sharing music generated by Suno, with basic features and incomplete backend management.

AI Product Huang叔 through a launch activity demonstrates content creation ability, the 10th post in Skill incorporates emotion and gains popularity, reflecting the combination of content creation and user interaction.

NVIDIA's open-sourced Skill security scanner lacks technical details, low information density, not worth deep reading for engineers.

Xiaohongshu's new direct Skill upload feature has gained attention, but specific implementation details and impact scope remain unclear, with current information limited to preliminary social media posts and screenshots.