
Great AI tools,
right in your hands.把好用的 AI,
直接放到你手里。
News, tutorials, extensions, tools and skill packs — six sections refreshed every day.
See what changes, and take home something you can use right now.
资讯 · 教程 · 插件 · 工具 · 技能包,六大板块每天上新。
看见变化,也拿到能立刻上手的东西。
AI 快讯AI News · Updated daily每日自动更新 · 2026年10月12日


Microsoft Win11 26H2 first cumulative update: Copilot key can be changed back to right Ctrl, launch Emoji 17.0微软 Win11 26H2 首个累积更新:Copilot 键可改回右 Ctrl,上线 Emoji 17.0

Counterpoint: More than 31 million prescription hearing aids will be sold globally by 2030, nearly half of which will support end-side AICounterpoint:到 2030 年全球处方助听器销量将超 3100 万台,近半支持端侧 AI
September "AI magic reform" video governance results: cleaned up nearly 13,000 illegal videos, disposed of more than 30 illegal accounts9 月“AI 魔改”视频治理成果:清理违规视频近 1.3 万条、处置违规账号 30 余个

The news said that Zhiyuan, a smart unicorn company, launched a new round of financing with a valuation of about 50 billion yuan.消息称具身智能独角兽公司智元启动新一轮融资,估值约 500 亿元

Oppo partners with Manus to launch Find X10 series with next-generation AI agentOPPO 与 Manus 达成合作,Find X10 系列将首发搭载下一代 AI 智能体

Arrest of an OpenAI engineer: Suspected of secretly recording executive meetings, up to 5 years in prison一名 OpenAI 工程师被捕:涉嫌秘密录制高管会议,最高面临 5 年监禁
今日正能量每天进步一点点,AI 陪你把想法变成现实。从一篇图文教程开始 →广告AI 教程AI Tutorials · Step-by-step guides you can follow手把手图文教程,跟着做就会

Text tutorial: 3 steps to equip Claude with Desktop Commander and let him run the command to change the file himself图文教程:三步给 Claude 装上 Desktop Commander,让它自己跑命令改文件
Then do it again: get the installation package and → write the MCP server into the configuration→. Verify the terminal execution, file search, and diff code change with the real task, and complete the whole process in ten minutes.
跟着做一遍:获取安装包 → 把 MCP 服务器写进配置 → 用真实任务验证终端执行、文件搜索、diff 改码三大能力,全程十分钟内完成。

Graphic tutorial: Turn Claude Code into a video studio with the OpenMontage skill pack, from loading to filming图文教程:用 OpenMontage 技能包把 Claude Code 变成视频制片厂,从装到出片
Then do it again: decompress the skill pack and → hang the 157 skill files into Claude Code. → Use a pipeline command to let the AI go through the complete process of scripting, framing, dubbing, and synthesizing.
跟着做一遍:解压技能包 → 把 157 个技能文件挂进 Claude Code → 用一条管线命令让 AI 走完脚本、分镜、配音、合成的完整流程。

Graphic tutorial: Driving development with Spec Kit specifications, from specifying init to generating implementation图文教程:用 Spec Kit 跑通规格驱动开发,从 specify init 到生成实现一遍走完
Then do it again: install the specify-cli → initialization project and bind your AI agent to write the specification → according to the seven-step command flow, disassemble the task → so that the agent is generated and implemented according to the specification, and do not go astray throughout the process.
跟着做一遍:安装 specify-cli → 初始化项目并绑定你的 AI 智能体 → 按七步命令流写规格、拆任务 → 让智能体按规格生成实现,全程不跑偏。

Text tutorial: 3-Step Run through DeepSeek Harness, start the local console with npx and install the first plug-in图文教程:三步跑通 DeepSeek Harness,用 npx 启动本地控制台并装上第一个插件
Then do it again: install Node.js → npx A command starts the web console → to install plugin extension capabilities in the interface, and learn to use the official document station to troubleshoot problems by the way.
跟着做一遍:装 Node.js → npx 一条命令启动 Web 控制台 → 在界面里装插件扩展能力,顺便学会用官方文档站排查问题。
AI 插件AI Extensions · Browser extensions with official packs浏览器插件,附官方安装包

Desktop Commander plugin: 10,000-star popular MCP, give Claude a double terminal and a hand to change filesDesktop Commander 插件:一万星热门 MCP,给 Claude 一双管终端和改文件的手
Desktop Commander is the MCP server of GitHub's 10,000-star collection. After installing it, your AI programming assistant can directly execute terminal commands, search the entire file, and accurately modify the code by diff. Instead of copying and pasting the error log, let it run the command by itself, see the results by itself, and change the file by itself, a plugin turns the AI that can only say into an AI that can do it.
Desktop Commander 是 GitHub 上万星收藏的 MCP 服务器,装上之后你的 AI 编程助手就能直接执行终端命令、全盘搜索文件、按 diff 方式精确改代码。不用再复制粘贴报错日志,让它自己跑命令、自己看结果、自己改文件,一个插件把「只会说」的 AI 变成「会动手」的 AI。

DeepSeek Harness plugin: DeepSeek official open source 250,000-star "Everything Plugin" agent framework, an npx command runs the local web consoleDeepSeek Harness 插件:DeepSeek 官方开源 25 万星「万物皆插件」智能体框架,一条 npx 命令跑起本地 Web 控制台
DeepSeek AI's official open source agent running framework dsh (DeepSeek Harness) has exceeded 250,000 stars on GitHub. It is based on the Cordis architecture to achieve the ultimate in "everything plug-ins": agents, tools, interfaces, and memories are all plug-ins. After installing the Node.js npx @ deepseek-ai/dsh web command, you can run a multi-agent console in the local browser.
DeepSeek AI 官方出品的开源智能体运行框架 dsh(DeepSeek Harness),GitHub 星数已突破 25 万。它基于 Cordis 架构把「万物皆插件」做到极致:智能体、工具、界面、记忆全是可插拔插件,装好 Node.js 后一条 npx @deepseek-ai/dsh web 命令,就能在本地浏览器里跑起一个多智能体控制台。

agent-browser: give your AI coding agent a real browser — click, fill forms, take screenshots in one sentenceagent-browser 插件:给 AI 编程智能体装上真浏览器,点击、填表、截图一句话搞定
Stop letting Claude Code, Codex and Cursor work blind on the web. agent-browser is an open-source browser-control CLI from Vercel Labs (Apache-2.0, 44,000+ stars, over a million installs): opening pages, clicking, filling forms, taking snapshots, reading elements and running Playwright tests all become commands your agent can call — one npx line to hook it up.
让 Claude Code、Codex、Cursor 不再「看不见」网页。agent-browser 是 Vercel Labs 开源的浏览器控制命令行(Apache-2.0 许可、44,000+ 星、累计超百万安装),把打开页面、点击填表、截取快照、读取元素、执行 Playwright 测试全部变成智能体能直接调用的命令,一行 npx 就能接入。

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 工具AI Tools · Desktop & CLI tools, ready to download桌面与命令行工具,直接下载

Scrapling crawling framework: 88,000 star open source crawler, automatic adaptation of webpage revision also comes with MCP for AIScrapling 抓取框架:8.8 万星开源爬虫,网页改版自动适配还自带 MCP 给 AI 用
Scrapling is GitHub's 88,000-star adaptive web scraping framework: the selector remembers element characteristics and automatically repositions the target after the website is revised; anti-crawling fingerprint camouflage, request concealment, and concurrent scheduling are all built-in, from a single request to crawling an API throughout the station. It also comes with an MCP server, and the AI agent can directly call the webpage fetching as an ordinary tool.
Scrapling 是 GitHub 8.8 万星的自适应网页抓取框架:选择器会记住元素特征,网站改版后自动重新定位目标;反爬指纹伪装、请求隐匿、并发调度全部内置,从单次请求到整站爬取一个 API 搞定。它还自带 MCP 服务器,AI 智能体可以把网页抓取当普通工具直接调用。

GitHub official Spec Kit: Specification-driven development tool v1.2.1 released, first write the specification and then write the code, AI programming no longer deviatesGitHub 官方 Spec Kit:规格驱动开发工具 v1.2.1 发布,先写规格再写码,AI 编程不再跑偏
GitHub's official open source Spec Kit (github/spec-kit) turns "write specification first, write implementation" into a set of executable commands: specify init initialization project,/specify write specification,/clarify to clarify ambiguity,/plan to define technical scheme,/tasks to disassemble tasks,/implement generation implementation. v1.2.1 was just released on October 16, 2026. With the addition of an extended directory, output capture, and multiple fixes, it is the most popular methodology tool for making AI programming agents obedient.
GitHub 官方开源的 Spec Kit(github/spec-kit)把「先写规格、再写实现」变成一套可执行命令:specify init 初始化项目,/specify 写规格、/clarify 澄清歧义、/plan 定技术方案、/tasks 拆任务、/implement 生成实现。v1.2.1 于 2026 年 10 月 16 日刚发布,新增扩展目录、输出捕获与多个修复,是让 AI 编程智能体听话的最热门方法论工具。

Skills Manager: one app to run the skill libraries of 50+ coding tools — batch install, sync and back upSkills Manager:一个界面管好 50 多个编程工具的技能库,批量安装、同步、备份全都有
Skills end up scattered across each tool's own folders, and nobody remembers what is installed where or what has gone stale. Skills Manager (v1.41.0, 6,000+ stars) gathers everything into one central library: batch-install skills from the skills.sh ecosystem, enable and sync them across 50+ tools including Claude Code, Codex and Cursor, split workspaces per agent, and back it all up.
技能散落在每个工具自己的目录里,装了什么、哪边过期了根本记不住。Skills Manager(v1.41.0、6,000+ 星)把所有技能收进一个「中央库」:一键批量安装 skills.sh 生态里的技能,在 Claude Code、Codex、Cursor 等 50+ 工具之间同步启用,按智能体划分工作区,还带备份恢复。

markitdown: Microsoft's open-source "anything to Markdown" tool — clean up PDF, Word, Excel and PPT before feeding your LLMmarkitdown:微软开源「万物转 Markdown」,PDF、Word、Excel、PPT 喂给大模型前先转干净文本
LLMs only consume text, but your material is usually PDF, Word, PPT, Excel, images or even audio. markitdown is Microsoft's open-source conversion CLI (MIT, 190,000+ stars) that turns common documents into clean Markdown — preserving headings, tables and structure — and is a classic preprocessing step for RAG, knowledge bases and agent pipelines.
大模型只吃文本,可资料往往是 PDF、Word、PPT、Excel、图片甚至音频。markitdown 是微软开源(MIT、190,000+ 星)的格式转换命令行,一条命令把常见文档转成保留标题、表格与结构的干净 Markdown,是搭 RAG、做知识库、给智能体喂数据的经典前置工具。
AI 技能包AI Skill Packs · Give your AI real abilities, out of the box给 AI 装上具体能力,开箱即用

OpenMontage Skill Pack: 70,000 Star Open Source “AI Video Studio”, 700 + Skill Files Turn Programming Assistants into Video WorkstationsOpenMontage 技能包:7 万星开源「AI 视频制片厂」,700 多个技能文件把编程助手变成视频工作站
OpenMontage is the world's first open source agent video production system: 12 complete production lines, more than 100 tools, more than 700 agent skills and production knowledge files. Connect an AI programming assistant such as Claude Code to this skill pack, and it will no longer only write code, but will be able to walk through the entire video pipeline of scripting, storyboarding, dubbing, synthesizing, and rendering.
OpenMontage 是全球首个开源智能体视频生产系统:12 条完整生产管线、100 多个工具、700 多个智能体技能与制片知识文件。把 Claude Code 这类 AI 编程助手接上这套技能包,它就不再只会写代码,而是能走完脚本、分镜、配音、合成、渲染的整条视频流水线。

claude-seo skill pack: 26 SEO sub-skills + 19 sub-agents to turn Claude Code directly into your SEO consultantclaude-seo 技能包:26 个 SEO 子技能 + 19 个子智能体,让 Claude Code 直接变成你的 SEO 顾问
AgriciDaniel's open source claude-seo is currently the most complete Claude Code SEO skill pack (GitHub 19,000 + stars, mit license): 26 sub-skills covering technical SEO, E-E-A-T, Schema structured data, Geo/AEO generative engine optimization, referral, local SEO, cross-border e-commerce and international SEO, as well as built-in Lighthouse Agentic Browsing, llms.txt and other AI-oriented search readiness checks, and supports exporting PDF/Excel reports.
AgriciDaniel 开源的 claude-seo 是目前最完整的 Claude Code SEO 技能包(GitHub 19,000+ 星、MIT 许可):26 个子技能覆盖技术 SEO、E-E-A-T、Schema 结构化数据、GEO/AEO 生成式引擎优化、外链、本地 SEO、跨境电商与国际化 SEO,还内置 Lighthouse Agentic Browsing、llms.txt 等面向 AI 时代搜索的就绪检查,并支持导出 PDF/Excel 报告。

PPT Master skill: have Claude Code produce native PowerPoint files with transitions, charts and voiceoverPPT Master 技能包:让 Claude Code 直接产出带动画、图表、配音的原生 PPT 文件
Most "AI slide generators" hand you a long screenshot or a web page. PPT Master (62,000+ stars, MIT) takes another route: installed as a skill into Claude Code and friends, it produces real native .pptx files — native shapes, slide transitions, data-backed charts, tables and even narrated voiceover — fully editable in PowerPoint or WPS.
多数「AI 生成 PPT」只能给你一张长图或一个网页。PPT Master(62,000+ 星、MIT 许可)走另一条路:作为技能装进 Claude Code 等智能体后,它直接产出真正的 .pptx 原生文件——原生形状、切换动画、数据图表、表格甚至旁白配音都齐了,拿到 PowerPoint/WPS 里可以继续编辑。

Impeccable design skill: give your AI coding agent real design taste and end the sea of lookalike "AI-style" UIImpeccable 设计技能包:给 AI 编程智能体补上设计品味,告别千篇一律的「AI 风」界面
AI-generated UI always looks the same: cream backgrounds, terracotta accents, rows of identical cards. Impeccable (81,000+ stars, 320,000+ installs) packs a complete design language into Claude Code, Codex and Cursor — steering UI work away from the "AI default look" toward distinctive, well-hierarchied front-end code, with 24 detections for AI-slop patterns.
AI 写出来的界面总是奶油底色配陶土色、清一色等距卡片。Impeccable(81,000+ 星、累计 32 万+ 安装)把一套完整的设计语言装进 Claude Code、Codex、Cursor:写 UI 时主动避开「AI 默认审美」,产出层级清晰、有个性的真实前端代码,还带 24 类「AI 味」检测。
今日正能量保持好奇,持续探索,未来的你会感谢今天的开始。挑一个好工具上手 →广告免费下载专区真实文件,点击即下,无需注册
Desktop Commander 插件:一万星热门 MCP,给 Claude 一双管终端和改文件的手
Desktop Commander 0.3.0 官方 npm 安装包(1.70MB)
Scrapling 抓取框架:8.8 万星开源爬虫,网页改版自动适配还自带 MCP 给 AI 用
Scrapling 0.5 官方 PyPI 源码包(0.18MB)
OpenMontage 技能包:7 万星开源「AI 视频制片厂」,700 多个技能文件把编程助手变成视频工作站
OpenMontage 技能精华包(0.64MB,157 技能文件 + 12 管线定义)
DeepSeek Harness 插件:DeepSeek 官方开源 25 万星「万物皆插件」智能体框架,一条 npx 命令跑起本地 Web 控制台
DeepSeek Harness 0.2.0-rc.2 官方 npm 安装包(0.02MB)
GitHub 官方 Spec Kit:规格驱动开发工具 v1.2.1 发布,先写规格再写码,AI 编程不再跑偏
Spec Kit specify-cli 1.2.1 PyPI 官方源码包(4.81MB)
claude-seo 技能包:26 个 SEO 子技能 + 19 个子智能体,让 Claude Code 直接变成你的 SEO 顾问
claude-seo 主分支完整源码包(2.66MB)
agent-browser 插件:给 AI 编程智能体装上真浏览器,点击、填表、截图一句话搞定
agent-browser 0.39.1 Windows x64 官方可执行文件(17.09MB)
编辑精选值得先看的几篇

Desktop Commander plugin: 10,000-star popular MCP, give Claude a double terminal and a hand to change filesDesktop Commander 插件:一万星热门 MCP,给 Claude 一双管终端和改文件的手
Desktop Commander is the MCP server of GitHub's 10,000-star collection. After installing it, your AI programming assistant can directly execute terminal commands, search the entire file, and accurately modify the code by diff. Instead of copying and pasting the error log, let it run the command by itself, see the results by itself, and change the file by itself, a plugin turns the AI that can only say into an AI that can do it.
Desktop Commander 是 GitHub 上万星收藏的 MCP 服务器,装上之后你的 AI 编程助手就能直接执行终端命令、全盘搜索文件、按 diff 方式精确改代码。不用再复制粘贴报错日志,让它自己跑命令、自己看结果、自己改文件,一个插件把「只会说」的 AI 变成「会动手」的 AI。

Scrapling crawling framework: 88,000 star open source crawler, automatic adaptation of webpage revision also comes with MCP for AIScrapling 抓取框架:8.8 万星开源爬虫,网页改版自动适配还自带 MCP 给 AI 用
Scrapling is GitHub's 88,000-star adaptive web scraping framework: the selector remembers element characteristics and automatically repositions the target after the website is revised; anti-crawling fingerprint camouflage, request concealment, and concurrent scheduling are all built-in, from a single request to crawling an API throughout the station. It also comes with an MCP server, and the AI agent can directly call the webpage fetching as an ordinary tool.
Scrapling 是 GitHub 8.8 万星的自适应网页抓取框架:选择器会记住元素特征,网站改版后自动重新定位目标;反爬指纹伪装、请求隐匿、并发调度全部内置,从单次请求到整站爬取一个 API 搞定。它还自带 MCP 服务器,AI 智能体可以把网页抓取当普通工具直接调用。

OpenMontage Skill Pack: 70,000 Star Open Source “AI Video Studio”, 700 + Skill Files Turn Programming Assistants into Video WorkstationsOpenMontage 技能包:7 万星开源「AI 视频制片厂」,700 多个技能文件把编程助手变成视频工作站
OpenMontage is the world's first open source agent video production system: 12 complete production lines, more than 100 tools, more than 700 agent skills and production knowledge files. Connect an AI programming assistant such as Claude Code to this skill pack, and it will no longer only write code, but will be able to walk through the entire video pipeline of scripting, storyboarding, dubbing, synthesizing, and rendering.
OpenMontage 是全球首个开源智能体视频生产系统:12 条完整生产管线、100 多个工具、700 多个智能体技能与制片知识文件。把 Claude Code 这类 AI 编程助手接上这套技能包,它就不再只会写代码,而是能走完脚本、分镜、配音、合成、渲染的整条视频流水线。

DeepSeek Harness plugin: DeepSeek official open source 250,000-star "Everything Plugin" agent framework, an npx command runs the local web consoleDeepSeek Harness 插件:DeepSeek 官方开源 25 万星「万物皆插件」智能体框架,一条 npx 命令跑起本地 Web 控制台
DeepSeek AI's official open source agent running framework dsh (DeepSeek Harness) has exceeded 250,000 stars on GitHub. It is based on the Cordis architecture to achieve the ultimate in "everything plug-ins": agents, tools, interfaces, and memories are all plug-ins. After installing the Node.js npx @ deepseek-ai/dsh web command, you can run a multi-agent console in the local browser.
DeepSeek AI 官方出品的开源智能体运行框架 dsh(DeepSeek Harness),GitHub 星数已突破 25 万。它基于 Cordis 架构把「万物皆插件」做到极致:智能体、工具、界面、记忆全是可插拔插件,装好 Node.js 后一条 npx @deepseek-ai/dsh web 命令,就能在本地浏览器里跑起一个多智能体控制台。

GitHub official Spec Kit: Specification-driven development tool v1.2.1 released, first write the specification and then write the code, AI programming no longer deviatesGitHub 官方 Spec Kit:规格驱动开发工具 v1.2.1 发布,先写规格再写码,AI 编程不再跑偏
GitHub's official open source Spec Kit (github/spec-kit) turns "write specification first, write implementation" into a set of executable commands: specify init initialization project,/specify write specification,/clarify to clarify ambiguity,/plan to define technical scheme,/tasks to disassemble tasks,/implement generation implementation. v1.2.1 was just released on October 16, 2026. With the addition of an extended directory, output capture, and multiple fixes, it is the most popular methodology tool for making AI programming agents obedient.
GitHub 官方开源的 Spec Kit(github/spec-kit)把「先写规格、再写实现」变成一套可执行命令:specify init 初始化项目,/specify 写规格、/clarify 澄清歧义、/plan 定技术方案、/tasks 拆任务、/implement 生成实现。v1.2.1 于 2026 年 10 月 16 日刚发布,新增扩展目录、输出捕获与多个修复,是让 AI 编程智能体听话的最热门方法论工具。

claude-seo skill pack: 26 SEO sub-skills + 19 sub-agents to turn Claude Code directly into your SEO consultantclaude-seo 技能包:26 个 SEO 子技能 + 19 个子智能体,让 Claude Code 直接变成你的 SEO 顾问
AgriciDaniel's open source claude-seo is currently the most complete Claude Code SEO skill pack (GitHub 19,000 + stars, mit license): 26 sub-skills covering technical SEO, E-E-A-T, Schema structured data, Geo/AEO generative engine optimization, referral, local SEO, cross-border e-commerce and international SEO, as well as built-in Lighthouse Agentic Browsing, llms.txt and other AI-oriented search readiness checks, and supports exporting PDF/Excel reports.
AgriciDaniel 开源的 claude-seo 是目前最完整的 Claude Code SEO 技能包(GitHub 19,000+ 星、MIT 许可):26 个子技能覆盖技术 SEO、E-E-A-T、Schema 结构化数据、GEO/AEO 生成式引擎优化、外链、本地 SEO、跨境电商与国际化 SEO,还内置 Lighthouse Agentic Browsing、llms.txt 等面向 AI 时代搜索的就绪检查,并支持导出 PDF/Excel 报告。

agent-browser: give your AI coding agent a real browser — click, fill forms, take screenshots in one sentenceagent-browser 插件:给 AI 编程智能体装上真浏览器,点击、填表、截图一句话搞定
Stop letting Claude Code, Codex and Cursor work blind on the web. agent-browser is an open-source browser-control CLI from Vercel Labs (Apache-2.0, 44,000+ stars, over a million installs): opening pages, clicking, filling forms, taking snapshots, reading elements and running Playwright tests all become commands your agent can call — one npx line to hook it up.
让 Claude Code、Codex、Cursor 不再「看不见」网页。agent-browser 是 Vercel Labs 开源的浏览器控制命令行(Apache-2.0 许可、44,000+ 星、累计超百万安装),把打开页面、点击填表、截取快照、读取元素、执行 Playwright 测试全部变成智能体能直接调用的命令,一行 npx 就能接入。

Skills Manager: one app to run the skill libraries of 50+ coding tools — batch install, sync and back upSkills Manager:一个界面管好 50 多个编程工具的技能库,批量安装、同步、备份全都有
Skills end up scattered across each tool's own folders, and nobody remembers what is installed where or what has gone stale. Skills Manager (v1.41.0, 6,000+ stars) gathers everything into one central library: batch-install skills from the skills.sh ecosystem, enable and sync them across 50+ tools including Claude Code, Codex and Cursor, split workspaces per agent, and back it all up.
技能散落在每个工具自己的目录里,装了什么、哪边过期了根本记不住。Skills Manager(v1.41.0、6,000+ 星)把所有技能收进一个「中央库」:一键批量安装 skills.sh 生态里的技能,在 Claude Code、Codex、Cursor 等 50+ 工具之间同步启用,按智能体划分工作区,还带备份恢复。

markitdown: Microsoft's open-source "anything to Markdown" tool — clean up PDF, Word, Excel and PPT before feeding your LLMmarkitdown:微软开源「万物转 Markdown」,PDF、Word、Excel、PPT 喂给大模型前先转干净文本
LLMs only consume text, but your material is usually PDF, Word, PPT, Excel, images or even audio. markitdown is Microsoft's open-source conversion CLI (MIT, 190,000+ stars) that turns common documents into clean Markdown — preserving headings, tables and structure — and is a classic preprocessing step for RAG, knowledge bases and agent pipelines.
大模型只吃文本,可资料往往是 PDF、Word、PPT、Excel、图片甚至音频。markitdown 是微软开源(MIT、190,000+ 星)的格式转换命令行,一条命令把常见文档转成保留标题、表格与结构的干净 Markdown,是搭 RAG、做知识库、给智能体喂数据的经典前置工具。

PPT Master skill: have Claude Code produce native PowerPoint files with transitions, charts and voiceoverPPT Master 技能包:让 Claude Code 直接产出带动画、图表、配音的原生 PPT 文件
Most "AI slide generators" hand you a long screenshot or a web page. PPT Master (62,000+ stars, MIT) takes another route: installed as a skill into Claude Code and friends, it produces real native .pptx files — native shapes, slide transitions, data-backed charts, tables and even narrated voiceover — fully editable in PowerPoint or WPS.
多数「AI 生成 PPT」只能给你一张长图或一个网页。PPT Master(62,000+ 星、MIT 许可)走另一条路:作为技能装进 Claude Code 等智能体后,它直接产出真正的 .pptx 原生文件——原生形状、切换动画、数据图表、表格甚至旁白配音都齐了,拿到 PowerPoint/WPS 里可以继续编辑。

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。

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。

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。

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。

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。
今日正能量学一点,用一点;今天种下的种子,会长成明天的能力。去免费下载专区 →广告




