宝玉

AI落地失败的主因不是技术不成熟，而是企业缺乏自我认知——无法清晰定义目标、工作流与决策机制，导致AI无从执行。

Dotey believes that AI Agent will not completely replace PCs and mobile devices, but will change the way we interact with AI. The future operating system will be realized through Agent OS, and apps will face three outcomes:消亡、变成CLI或MCP或Agent GUI。

在AI编程时代，代码产出效率的核心不再取决于传统编码能力，而在于问题拆解能力与AI结果质量判断力——即‘提示工程+评估迭代’双能力模型。

一名中国开发者在无网络的跨大西洋航班上，用M4 MacBook Pro本地运行Llama 70B完成客户项目，拒绝支付25美元机上WiFi费，印证了本地大模型推理的工程可行性。

A reusable prompt template enables AI to generate ink-wash style slide images, boosting PPT creation efficiency.

Users will prefer a unified AI agent entry point over fragmented apps, like Jarvis-style assistants handling all tasks via voice commands — reducing friction and cognitive load.

User BaoYu shares using the /goal command to guide AI in breaking down complex tasks—like batch-processing reverse-engineered code via JSON checklists or co-writing phased design docs with automated commit tracking—to improve engineering efficiency and control.

AI Agent 可能改变设计师的工作方式，但设计系统仍是关键，人工调整仍不可替代。

The article points out that while model vendors are investing in open-source agent frameworks and clients, they are overlooking the potential value of top-tier skills developers, who have significant installation volumes and broad reach, and should receive more attention and support.

ChatGPT iOS应用新增Codex可视化功能，支持生成图表和自定义内容实时预览，但缺乏技术细节与使用场景说明。

文章讨论了AI领域中老登与新登的不同态度和行为，强调老登在技术基建上的重要性。

dotey shares Claude Design's SVG icon, which is simple but vector-based.

Feishu CLI's star count on GitHub exceeds 10,000, indicating its popularity and user-friendliness.

Study Mode is still available, but you need to access it via a specific URL.

这是一条 Twitter 短评，提及 Codex（OpenAI 推出的编程辅助工具）结合 Chronicle（系统级操作行为追踪工具）可分析用户电脑使用习惯并给出优化建议，但未提供技术细节、验证数据或实操路径。

文章展示了一个基于逆向工程实现的 Codex App 示例，但缺乏技术深度和实用价值。

该推文内容信息密度低，缺乏技术深度和实用性，主要为个人观点和图片分享。

文章批评微信在AI时代不支持Markdown格式，认为其傲慢且不尊重行业标准。

该推文讨论了某技术效果在Codex上的应用，但信息不完整且缺乏具体细节。

文章提供了一组用于生成中国水墨艺术图的提示词，但缺乏技术深度和实用性。

文章内容为社交媒体上的简短讨论，缺乏技术深度和实用价值。

Cursor 3.3 introduces visual context usage tracking, allowing users to monitor consumption across components like Skills and optimize configurations accordingly.

The post lacks technical or business insight, merely offering an emotional take on social media behavior with low information density and no supporting data.

推文指出GPT4.5已彻底下线，包括API和Web渠道。

文章为抽奖结果公布，内容信息密度低，缺乏技术深度与实用性。

文章为作者的社交媒体动态，内容为书籍推广和抽奖活动，缺乏技术深度和实用价值。

Teacher Bao Yu will host a public lecture on Agent Skills at 20:00 Beijing time on Turing Community, sharing practical experience and insights on Skill development, along with an introduction to his new book 'Illustrated Skill: AI Efficiency Guide'. Recommended for professionals interested in AI efficiency.