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AI 快讯AI News · Updated daily每日自动更新 · 2026年10月12日


OpenAI Disclosure: AI Agent Attempted to Turn Off Internal Monitoring AlertsOpenAI 披露:旗下 AI 智能体曾试图关闭内部监控警报
Second-hand platform "Crack AI" exposed by the main desk: a few dollars to enjoy high-end members, beanbag, Kimi response总台曝光二手平台“破解版 AI”:几块钱就能享受高阶会员,豆包、Kimi 回应

Continuing to overweight AI, Salesforce announces the acquisition of AI company Braze for approximately $5.66 billion持续加码 AI,Salesforce 宣布以约 56.6 亿美元收购 AI 企业 Braze

Sources say that Anthropic's net loss in the first half of this year exceeded $80 billion, and the IPO valuation was scrutinized by investors消息称 Anthropic 今年上半年净亏损超 800 亿美元,IPO 估值遭投资者审视

Hugging Face CEO Tucao's Netflix “AI Out of Control” documentary renders apocalyptic narratives for blog traffic为博流量渲染末日叙事,Hugging Face CEO 吐槽 Netflix《AI 失控》纪录片

The OpenAI enhanced AI model conquered the popular programming language, and the Cobol migration accuracy soared to 97.9%.OpenAI 增强 AI 模型攻克冷门编程语言,COBOL 迁移准确率飙至 97.9%

Meta AI assistant Muse has been online for 40 days and has downloaded 10 million times in the United States, and only 11 apps have reached that record.Meta AI 助手 Muse 上线 40 天美国下载量破千万,仅 11 款应用曾达成该纪录
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

Graphic tutorial: five minutes to install the Caveman province token plugin, so that Claude Code can do more work with less nonsense图文教程:五分钟装好 Caveman 省 token 插件,让 Claude Code 少说废话多干活
Then do it again: unzip the plugin package and → run the installation script (or npx one-click) to→ restart the session to verify that the output is shorter and shifted → as needed. There is no need to change any model configuration during the whole process.
跟着做一遍:解压插件包 → 运行安装脚本(或 npx 一键装)→ 重启会话验证输出变短 → 按需调档位。全程不需要改任何模型配置。

Image and text tutorial: Install UI UX Pro Max on Claude Code, and make the AI interface look good from "working" to "good-looking" in three steps图文教程:给 Claude Code 装上 UI UX Pro Max,三步让 AI 界面从「能用」变「好看」
Then do it again: load the → skill into a command-generated design system → that lets the AI redo your page in style libraries. Two installation commands plus one natural language.
跟着做一遍:装技能 → 用命令生成设计系统 → 让 AI 按风格库重做你的页面。全程两条安装命令加一句自然语言。

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。
AI 插件AI Extensions · Browser extensions with official packs浏览器插件,附官方安装包

Caveman plugin: 110,000 star explosion "token saving artifact", AI answer cut off two-thirds, code registrationCaveman 插件:11 万星爆火「省 token 神器」,AI 回答砍掉三分之二,代码照准
Caveman is the phenomenon-level project that recently swept through Hacker News and GitHub Trending: it lets AI programming assistants “talk like primitive people” - answering minimalist, dry-only, word-for-word codes and commands. The official test session input token saves 33.2%, and the automatic selection model can save 54% of the cost. It is also cited in Adobe papers and JetBrains tests. Once installed, Claude Code, Codex, Gemini CLI and more than 30 other agents all take effect.
Caveman 是最近横扫 Hacker News 和 GitHub Trending 的现象级项目:它让 AI 编程助手「像原始人一样说话」——回答极简、只留干货,代码和命令一个字不少。官方实测整场会话输入 token 省 33.2%,配合自动选模型能省 54% 成本,还被 Adobe 论文和 JetBrains 实测引用。装一次,Claude Code、Codex、Gemini CLI 等 30 多个智能体全部生效。

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

TUIOS terminal manager: "split-screen cockpit" built for AI programming agents, whose agents are doing at a glanceTUIOS 终端管理器:专给 AI 编程代理造的「分屏驾驶舱」,谁的代理在干嘛一眼看清
Opening three or four AI programming agents at the same time, the biggest headache is not knowing what the "employee" in each terminal is doing at the moment: waiting for you to confirm, or has run away. TUIOS is a terminal window manager written in Go. It has split-screen, workspace, and session keepalive. The most important thing is that it knows agents such as Claude Code and Codex. The sidebar displays the status of each agent in real time. The inbox centrally manages all confirmation requests that require you to take a picture of the board.
同时开三四个 AI 编程代理干活,最头疼的是不知道每个终端里那位「员工」此刻在干嘛:是在等你确认,还是已经跑挂了。TUIOS 是一个用 Go 写的终端窗口管理器,分屏、工作区、会话保活全都有,最关键的是它认识 Claude Code、Codex 这类智能体——侧栏实时显示每个代理的状态,收件箱集中管理所有需要你拍板的确认请求。

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。
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

UI UX Pro Max Skill Pack: 138,000 stars "design plug-in", so that the AI-generated interface finally has a sense of designUI UX Pro Max 技能包:13.8 万星「设计外挂」,让 AI 生成的界面终于有设计感
AI has no problem writing code. The written interface almost has a "design taste" - the color matching follows the edges, the fonts are random, and the spacing is deadly. UI UX Pro Max is GitHub's 138,000-star design intelligence skill pack: built-in 192 professional design reasoning rules and 79 searchable UI style libraries. After loading Claude Code, Cursor and other 20 or so AI assistants, it will first check the rules and then do it. The generated interface directly brings in a system of color matching, fonts and layout logic.
AI 写代码没问题,写出来的界面总差点「设计味」——配色随缘、字体乱搭、间距看命。UI UX Pro Max 是 GitHub 13.8 万星的设计智能技能包:内置 192 条专业设计推理规则和 79 种可检索的 UI 风格库,装进 Claude Code、Cursor 等 20 来个 AI 助手后,它会先查规则再动手,生成的界面直接带成体系的配色、字体和布局逻辑。

PM Skills Skill Pack: 27,000-Star Product Manager Operating System, 69 Skills Incorporate Methodology into AIPM Skills 技能包:2.7 万星「产品经理操作系统」,69 个技能把方法论装进 AI
Let the AI write the PRD, which is mostly the template cavity. PM Skills Marketplace has compiled Teresa Torres' continuous interviews, Marty Cagan's product strategy, and Alberto Savoia's experimental pre-testing into 69 skills, 42 chain workflows, and divided them into 9 plug-in packages by discovery, strategy, execution, release, and growth. Once Claude Code and Cowork are loaded, a/discover will take you through the complete process of → prioritizing → experimental designs for brainstorming → hypothesis mapping.
让 AI 写 PRD,写出来的多半是模板腔。PM Skills 市场把 Teresa Torres 的持续访谈、Marty Cagan 的产品战略、Alberto Savoia 的实验预检这些真方法论编成了 69 个技能、42 条链式工作流,按发现、战略、执行、发布、增长分成 9 个插件包。Claude Code 和 Cowork 装上后,一句 /discover 就能带着你走完头脑风暴 → 假设映射 → 优先级排序 → 实验设计的完整流程。

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。
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
TUIOS 终端管理器:专给 AI 编程代理造的「分屏驾驶舱」,谁的代理在干嘛一眼看清
TUIOS v0.10.1 Windows x64 官方包(15.23MB)
UI UX Pro Max 技能包:13.8 万星「设计外挂」,让 AI 生成的界面终于有设计感
UI UX Pro Max v2.15.0 完整技能包(8.54MB)
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)
编辑精选值得先看的几篇

Caveman plugin: 110,000 star explosion "token saving artifact", AI answer cut off two-thirds, code registrationCaveman 插件:11 万星爆火「省 token 神器」,AI 回答砍掉三分之二,代码照准
Caveman is the phenomenon-level project that recently swept through Hacker News and GitHub Trending: it lets AI programming assistants “talk like primitive people” - answering minimalist, dry-only, word-for-word codes and commands. The official test session input token saves 33.2%, and the automatic selection model can save 54% of the cost. It is also cited in Adobe papers and JetBrains tests. Once installed, Claude Code, Codex, Gemini CLI and more than 30 other agents all take effect.
Caveman 是最近横扫 Hacker News 和 GitHub Trending 的现象级项目:它让 AI 编程助手「像原始人一样说话」——回答极简、只留干货,代码和命令一个字不少。官方实测整场会话输入 token 省 33.2%,配合自动选模型能省 54% 成本,还被 Adobe 论文和 JetBrains 实测引用。装一次,Claude Code、Codex、Gemini CLI 等 30 多个智能体全部生效。

UI UX Pro Max Skill Pack: 138,000 stars "design plug-in", so that the AI-generated interface finally has a sense of designUI UX Pro Max 技能包:13.8 万星「设计外挂」,让 AI 生成的界面终于有设计感
AI has no problem writing code. The written interface almost has a "design taste" - the color matching follows the edges, the fonts are random, and the spacing is deadly. UI UX Pro Max is GitHub's 138,000-star design intelligence skill pack: built-in 192 professional design reasoning rules and 79 searchable UI style libraries. After loading Claude Code, Cursor and other 20 or so AI assistants, it will first check the rules and then do it. The generated interface directly brings in a system of color matching, fonts and layout logic.
AI 写代码没问题,写出来的界面总差点「设计味」——配色随缘、字体乱搭、间距看命。UI UX Pro Max 是 GitHub 13.8 万星的设计智能技能包:内置 192 条专业设计推理规则和 79 种可检索的 UI 风格库,装进 Claude Code、Cursor 等 20 来个 AI 助手后,它会先查规则再动手,生成的界面直接带成体系的配色、字体和布局逻辑。

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。
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