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Microsoft unveils Maia 300 in-house AI chip, plans to deploy over a million units next year to cut compute costs微软推出 Maia 300 自研 AI 芯片，明年拟部署超百万颗以降低算力成本

Huawei’s Xu Songyu: Kirin 9050 Pro’s Maleoon GPU is 40% faster, debuts industry-first 200MP fused ISP华为徐松余：麒麟 9050 Pro 马良 GPU 性能提升 40%，搭载业界首个 2 亿高像素融合 ISP

A common blueprint for AI factories: Nvidia opens up its Vera Rubin rack designAI 工厂建设迎来统一蓝图：英伟达开放 Vera Rubin 机架设计

Huawei’s Xu Songyu: Kirin 9050 series kicks off a new decade, brings the industry’s first 30B MoE model on-device华为徐松余：麒麟 9050 系列开启未来 10 年新征程，实现业界首个 30B MoE 大模型入端

Report: DeepSeek to close a 100-billion-yuan round, pre-money valuation still about 500 billion yuan消息称 DeepSeek 将完成 1000 亿元融资，投前估值仍为约 5000 亿元

Report: OpenAI plans to “revive” Sora as a professional film-and-TV AI tool消息称 OpenAI 计划“复活”Sora：换赛道进军 AI 专业影视工具

Nine-year-old Nvidia Tesla V100s fight again: a 4-GPU cluster beats two DGX Sparks at AI inference9 年前英伟达 Tesla V100 老将再战：4 GPU 集群 AI 推理跑赢 2 台 DGX Spark

Microsoft adjusts new Outlook AI features on Windows 10/11, retiring Copilot Themes worldwide in October微软调整 Win10/Win11 新版 Outlook AI 功能，10 月全球停用 Copilot 主题

Illustrated tutorial: three steps to teach Claude Code to model, and build a 3D-printable part in one sentence图文教程：三步让 Claude Code 学会建模，用一句话做出可 3D 打印的零件

A hands-on walkthrough of the text-to-cad plugin that entered the library today: confirm the uv environment, install the plugin with two commands, have the agent output STEP / STL files from a single sentence, then run a manufacturability check and export an engineering drawing. Everything runs locally, and no CAD background is needed.

手把手带你用今天入库的 text-to-cad 插件：先确认 uv 环境、两行命令装好插件，再用一句话让智能体输出 STEP / STL 文件，最后做一次可制造性检查并导出工程图纸。全程在本机完成，不需要任何 CAD 基础。

Illustrated tutorial: take apart an app feature with REA, from observed behaviour down to implementation evidence图文教程：用 REA 拆解一个 App 的功能，从行为一路挖到实现证据

Run the full reverse-engineering loop with the REA that entered the library today: register it and back up your configuration with a single command, have the agent analyse a feature you care about and demand evidence and limitations, then ask it to build a similar feature in your own project.

用今天入库的 REA 走一遍完整逆向流程：一条命令完成智能体注册与配置备份，然后让智能体分析一个你关心的功能、要它给出证据与局限，最后让它在你自己的项目里实现一个类似功能。

Text Tutorial: 6 Steps to Change Your Chrome New Tab Page to the One Claude Writes for You Every Day图文教程：六步把 Chrome 新标签页换成 Claude 每天为你写的一页

Run your AI Homepage from scratch with this tutorial: install dependencies and build extensions, load Chrome in developer mode, complete the first build to see your homepage, and finally teach you how to change the layout with a sentence, block sites you don't want to be read, and turn on automatic rebuilding. You'll need to bring your own Anthropic API Key along the way, at no additional cost.

这篇教程带你从零把 AI Homepage 跑起来：先装依赖并构建扩展，再在开发者模式下加载进 Chrome，然后完成第一次构建看到自己的首页，最后教你怎么用一句话改版式、把不想被读的站点屏蔽掉，以及打开自动重建。全程需要自备一个 Anthropic API Key，除此之外没有任何费用。

Graphic tutorial: Claude Code as a job search pipeline, from filing to interview preparation图文教程：把 Claude Code 搭成求职流水线，从建档到面试准备走完一整轮

This tutorial takes you through AI Job Search: build a private warehouse to protect your personal data, install the toolchain, and then run through/setup to file,/scrape to grab jobs,/rank to score,/apply to produce custom resumes and cover letters, and/interview to prepare for interviews. You will need to have a Claude Code environment available to you throughout the process.

这篇教程带你完整跑一遍 AI Job Search：先建一个私有仓库把个人数据保护起来，再把工具链装好，然后依次跑通 /setup 建档、/scrape 抓岗位、/rank 排序打分、/apply 产出定制简历与求职信、/interview 准备面试。全程需要你已经有一个可用的 Claude Code 环境。

text-to-cad plugin: give your AI agent CAD superpowers and generate manufacturable 3D models in one sentencetext-to-cad 插件：给 AI 智能体装上 CAD 能力，一句话生成能直接开模的 3D 模型

It turns "describe a part" into "get a file you can actually use": text-to-cad is a GitHub trending project this week (about 19,700 stars, MIT licence) that works with Claude Code, Codex, Cursor, Gemini and Grok. Once installed, describe a shape in one sentence and the agent builds it locally, producing STEP, GLB, STL and 3MF files — plus design-for-manufacturing checks, engineering drawings, and hooks into 3D printing, sheet metal and CNC services.

它把「描述一个零件」变成「拿到能直接用的模型文件」：text-to-cad 是本周 GitHub 热榜项目（约 1.97 万星、MIT 许可），支持 Claude Code、Codex、Cursor、Gemini、Grok 等主流智能体。装好后，你只要用一句话描述形状，智能体就在本机替你生成 STEP、GLB、STL、3MF 四种 3D 模型文件，还能顺手做可制造性检查、出工程图纸，并接上 3D 打印、钣金与 CNC 加工服务。

AI Homepage: Let Claude read the pages you frequent every day and automatically write a new tab dedicated to youAI Homepage：让 Claude 每天读一遍你常逛的网页，自动写一张专属新标签页

Chrome's new tab is probably the most underappreciated screen in the browser: a search box with a row of icons you won't actually click on. AI Homepage does the reverse - it aggregates information for you with a Claude agent: first read your browsing history (most visited domains, visits, page titles), then open the top page in the background with your login, grab the title, post, and link, and finally write a React component as your new tab page. Each time a new tab is opened it is up to date as it is automatically rebuilt in the background for 6/12/24/48 hours. Mit permission to rush to 300 + stars within 12 hours of first submission.

Chrome 的新标签页大概是浏览器里最没被认真对待的一屏：一个搜索框，加一排你其实不会点的图标。AI Homepage 反过来做——它用一个 Claude 智能体替你把信息汇总起来：先读你的浏览历史（最常访问的域名、访问次数、页面标题），再以你的登录态在后台打开其中最靠前的页面，把里面的标题、帖子和链接抓出来，最后写出一个 React 组件作为你的新标签页。每次打开新标签都是最新的，因为它在后台按 6/12/24/48 小时自动重建。MIT 许可，首个提交后 12 小时内冲到 300+ star。

Anthropic Official Plugins Family Bucket: 13 official plugins in the Claude Code repository packed in one goAnthropic 官方插件全家桶：Claude Code 仓库里的 13 个官方插件一次打包

Many people use Claude Code for a year, but they don't know that there are 13 ready-made official plugins in the official repository plugins directory: code review, feature development, PR review toolbox, security guidelines, hook generator, plugin developer tools... all maintained by Anthropic, and the 150,070-star main repository is updated with the main branch. This site repackages the entire plugins directory with permissions and instructions and unzips it.

很多人用了一年 Claude Code，都不知道官方仓库 plugins 目录里躺着 13 个现成的官方插件：代码审查、功能开发、PR 审查工具箱、安全指引、钩子生成器、插件开发者工具……全由 Anthropic 官方维护，150,070 星的主仓库随主分支更新。本站把整个 plugins 目录连同许可与说明重新打包，解压即用。

Cursor official plugin library fully open source: 100 + plugins put Gmail, GitHub, Salesforce, Playwright into the editorCursor 官方插件库全量开源：100+ 插件把 Gmail、GitHub、Salesforce、Playwright 接进编辑器

Cursor has open sourced its entire plugin market. Each folder under the root of the repository is a separate plugin, with a unified .cursor-plugin/plugin.json list specification: Thermos (branch-level security and correctness digging audit), PR Review Canvas (rearranging PR diff into review canvas according to importance), Orchestrate (spreading large tasks onto parallel cloud agents), Advisor (consulting a stronger model before making major decisions), and a large number of integrated plugins that connect real business systems to the editor-Gmail, Google Drive/Calendar/Documents/Forms/Slides, GitHub, Playwright, Salesforce, Zoom, Shopify, QuickBooks, Coinbase, Robinhood, S&P Global, etc. The most valuable use of the mit license is to use it as a template: copy it according to the structure and change it to a private plug-in for your own team.

Cursor 把自家插件市场整个开源了。仓库根目录下每个文件夹就是一个独立插件，统一的 .cursor-plugin/plugin.json 清单规格：既有 Cursor 官方出品的 Thermos（分支级别的安全与正确性深挖审计）、PR Review Canvas（把 PR diff 按重要性重排成评审画布）、Orchestrate（把大任务铺到并行云智能体上跑）、Advisor（重大决策前先咨询更强的模型），也有一大批把真实业务系统接进编辑器的集成插件——Gmail、Google Drive / 日历 / 文档 / 表格 / 幻灯片、GitHub、Playwright、Salesforce、Zoom、Shopify、QuickBooks、Coinbase、Robinhood、S&P Global 等。MIT 许可，最有价值的用法是把它当模板：照着结构抄一份，改成自己团队的私有插件。

REA: one MCP that lets agents reverse engineer any software, from app behaviour down to native binariesREA：一个 MCP 让智能体逆向任何软件，从 App 行为一路挖到二进制

Seen a feature in someone else's product and wondered how it works — or whether you could build your own? REA turns reverse engineering into a set of MCP tools (about 169,000 stars, MIT licence): your agent analyses an app without source code — native binaries, JavaScript/Electron, .NET assemblies and websites — and every conclusion comes with its evidence and limitations. All analysis runs locally.

看到别人产品里一个好功能，想知道它怎么做的、能不能自己做一个？REA 把逆向工程做成了一套 MCP 工具（约 17 万星、MIT 许可）：智能体在没有源码的情况下分析应用——原生二进制、JavaScript/Electron、.NET 程序集、网站都能查，每条结论都带证据与局限说明，分析全程在本机完成。

Headroom: compress the logs and documents your agent reads before they reach the model, cutting tokens by up to 95%Headroom：把智能体读到的日志与文档先压缩再喂给模型，token 最高省 95%

A context window clogged with tool output is a daily pain when you write code. Headroom is a context compression layer (about 75,000 stars, Apache-2.0): it compresses logs, tool output, RAG chunks, files and conversation history before they reach the model. Officially that means roughly 20% fewer tokens for coding work and 60%–95% fewer for JSON-like content, while critical lines (such as a FATAL log entry) survive byte for byte. Compression runs entirely on your machine.

上下文被工具输出塞满，是写代码时的日常痛点。Headroom 是一层「上下文压缩层」（约 7.5 万星、Apache-2.0 许可）：在日志、工具输出、RAG 片段、文件与会话历史进入模型之前先压缩，官方称编码场景平均少约 20% token，JSON 类内容最高可省 60%–95%，而关键行（比如日志里的 FATAL）逐字节保留。压缩全在本机完成。

AI Job Search: Transform Claude Code into a job search pipeline to evaluate jobs, customize resumes, write cover letters, prepare for interviewsAI Job Search：把 Claude Code 改造成一条求职流水线，评估岗位、定制简历、写求职信、备面试

This is a job search framework running in your native, built on Claude Code. The author himself is a graduate of the geophysical science class. After his post was cut at the end of 2025, he used this workflow to find himself a job: 69 custom applications, 20 scenes, and finally got an offer. In June 2026, he joined as an AI engineer - and then open-sourced it. After erasing the personal story, it is actually a very clear engineering process:/setup filing,/scrape job grabbing,/rank bulk grading,/apply custom application,/interview interview preparation. Licensed by mit, the number of stars has exceeded 46,000.

这是一个跑在你本机的求职框架，基于 Claude Code 构建。作者本人是地球物理学科班出身，2025 年底岗位被裁掉之后，他用这套工作流给自己找工作：69 份定制申请、20 场一面、最后拿到offer，2026 年 6 月入职成为一名 AI 工程师——然后把它开源了。抹掉个人故事之后它其实是一套很清晰的工程化流程：/setup 建档、/scrape 抓岗位、/rank 批量打分、/apply 定制申请、/interview 面试准备。MIT 许可，star 数已经超过 4.6 万。

Pixelle MCP: Brush that turns ComfyUI workflows into AI agents with one clickPixelle MCP：把 ComfyUI 工作流一键变成 AI 智能体的画笔

Want agents like Claude to generate pictures, audio, video directly? Pixelle MCP automatically converts any workflow in ComfyUI into an MCP tool, and the agent can be plotted in one call. Open source agreement mit, 1,128 stars, with complete Chinese documents, this site packages 5.82 MB source code package can be downloaded directly.

想让 Claude 这类智能体直接生成图片、音频、视频？Pixelle MCP 把 ComfyUI 里的任意工作流自动转成 MCP 工具，智能体调用一次就能出图。开源协议 MIT，1,128 星，附完整中文文档，本站打包 5.82MB 源码包可直接下载。

Scientific Agent Skills: 177 validated research skills that turn any agent into an AI scientistScientific Agent Skills：177 个已验证科研技能，把任何智能体变成 AI 科学家

Research-oriented skill libraries finally have a serious option: K-Dense's open-source Scientific Agent Skills packs 177 validated skills (about 49,000 stars, MIT licence) covering 100+ scientific and financial databases, 70+ Python scientific packages, nine lab platform integrations, and a full research workflow from literature review to evidence-traceable writing and clinical modelling.

科研场景的技能库终于有了像样的选择：K-Dense 开源的 Scientific Agent Skills 收录 177 个经过验证的技能（约 4.9 万星、MIT 许可），覆盖 100+ 科研与金融数据库、70+ Python 科学计算包、9 个实验室平台集成，以及文献综述、循证写作、临床建模等一整套研究流程。

wshobson/agents: 94 plugins, 202 agents, 184 skills, a library of engineering skills to feed the six coding toolswshobson/agents：94 个插件、202 个智能体、184 项技能，一套能喂饱六种编码工具的工程技能库

Most skill packages only serve one tool. The design goal for this set is “a Markdown source file that runs simultaneously on Claude Code, Codex CLI, Cursor, OpenCode, Antigravity CLI, GitHub Copilot, and Pi.” The local part of the repository contains 94 plugins (plus 2 external entries), under which are 202 agents, 184 skills, and 105 commands covering Python and JavaScript development, code review, testing, cloud infrastructure, Kubernetes, security scanning, data engineering, payment, blockchain, document generation, incident response, and a whole host of other serious engineering scenarios. Mit license, 40,000 + stars.

大多数技能包只服务一个工具。这一套的设计目标是「一份 Markdown 源文件，同时在 Claude Code、Codex CLI、Cursor、OpenCode、Antigravity CLI、GitHub Copilot 和 Pi 上跑起来」。仓库里本地部分包含 94 个插件（另有 2 个外部条目），底下是 202 个智能体、184 项技能和 105 个命令，覆盖 Python 与 JavaScript 开发、代码审查、测试、云基础设施、Kubernetes、安全扫描、数据工程、支付、区块链、文档生成、事故响应等一大堆正经工程场景。MIT 许可，4 万+ star。

Matt Pocock Official Skill Pack: 280,000 Star True Engineer Skill Source CodeMatt Pocock 官方技能包：28 万星「真工程师技能」全套源码

Matt Pocock, the most influential educator in the TypeScript circle, has open-sourced all the engineering skills used by real knives and guns every day in his .agents directory: TDD, code review, specification disassembly, defect diagnosis, architecture improvement, forced review (grill)... 284,516 stars, 1 million + installations, and the official plug-in agreement is updated. This site packages a full set of source code of 0.34 MB.

TypeScript 圈最有影响力的教育者 Matt Pocock 把自己 .agents 目录里每天真刀真枪用的工程技能全部开源：TDD、代码审查、规格拆解、缺陷诊断、架构改进、逼问式评审（grill）……284,516 星、100 万+ 安装量，官方插件协议随装随更。本站打包全套源码 0.34MB。

huashu-art-motion art animation skills: 35 art styles + 9 narration grammars, let AI use code to really move the picturehuashu-art-motion 艺术动画技能：35 种艺术风格 + 9 种解说语法，让 AI 用代码把画真的动起来

Uncle Hua (@ AlchainHust) open-sourced a set of Agent skills, starting with the 15-second short film "40,000 Years of Art" that was reprinted on the screen, and finally grew into an animation engine that can be directly produced. It equips 35 artistic styles (rock cave frescoes, ancient Egyptian, Van Gogh, Klimt, Bauhaus, Kirby comics, 8-bit, steam waves, Shinkai Cheng...) with a working Canvas scene code, a set of style renderers and a signature transition; 8 more narrative grammars (Kurzgesagt, Vox, whiteboard, storytime, dynamic text, 3Blue1Brown, conference UI, financial charts) with demonstration films and parameterized segments that can be driven by JSON; plus a long scroll of "the protagonist walks all the way to the right and changes the painting style across the border" to cross the skeleton. After loading Claude Code or Codex, it will first determine what kind of task your sentence belongs to, and then read the corresponding document according to the table, rather than writing a piece of code for you.

花叔（@AlchainHust）开源的一套 Agent 技能，起点是复刻那支刷屏的《40000 年艺术史速通》15 秒短片，最后长成了一台能直接出片的动画引擎。它给 35 种艺术风格（岩洞壁画、古埃及、梵高、克里姆特、包豪斯、柯比漫画、8-bit、蒸汽波、新海诚……）每样配一张可运行的 Canvas 场景代码、一套风格渲染器和一个签名转场；再给 8 种解说语法（Kurzgesagt、Vox、白板、storytime、动态文字、3Blue1Brown、发布会 UI、财经图表）各配示范片与可被 JSON 驱动的参数化片段；外加一条「主角一路向右走、跨过边界就换画风」的长卷穿越骨架。装进 Claude Code 或 Codex 之后，它会先判断你这句话属于哪类任务，再按表去读对应文档，而不是硬编一段代码给你。