📡 数据来源：GitHub Trending | 生成时间：2026-11-07 22:22
共收录 144 个仓库，覆盖 9 种编程语言
🔥 今日亮点
| 排名 | 仓库 | ⭐ 今日 | 语言 | 描述 |
|---|---|---|---|---|
| 1 | cloudflare/security-audit-skill | 2088 | 🟨 Javascript | A coding-agent skill for multi-phase security audits with… |
| 2 | milind-soni/OpenMausBot | 1986 | 🔷 Typescript | Open-source Grok Bot alternative with a virtual machine t… |
| 3 | sherlock-project/sherlock | 1761 | 🐍 Python | Hunt down social media accounts by username across social… |
| 4 | zed-industries/zed | 1119 | 🦀 Rust | Code at the speed of thought – Zed is a high-performance,… |
| 5 | mattpocock/skills | 1111 | 🐚 Shell | Skills for Real Engineers. Straight from my .agents direc… |
🔍 今日趋势洞察
- 今天榜首两个项目讲的是同一件事：智能体的能力正从模型本身转移到可组装的技能包。Cloudflare 的 security-audit-skill 和 mattpocock/skills 一天合计近 3200 星，大家不再等模型变强，而是自己给 agent 装工具。
- OpenMausBot 以 1986 星排第二，卖点不是聊天而是给 bot 一台虚拟机。智能体落地真正卡住的是“能动手”，而不是“能说话”，谁解决执行环境谁拿星。
- 老项目照样能翻红。sherlock 上线多年，今天靠社交账号枚举需求又刷 1761 星，工具类开源没有过季一说，只看场景会不会突然变成刚需。
- Zed 靠多人协作和高性能稳在榜上。AI 编辑器这轮混战里，“不卡”依然是硬指标，堆功能不如把响应速度做扎实。
💡 对独立开发者的启发
- 别再做又一个通用助手，去做某个具体场景的 skill：安全审计、代码审查、发布回归。能独立给出可验证结论的窄技能，比万能助手更好卖。
- 让你的工具输出机器可读结果（JSON 报告、结构化 findings）。人和 agent 都要消费你的产出，能被程序校验的产品才有复用价值。
- 智能体要真正执行就必须有隔离环境。如果你做 SaaS，“安全沙箱 + 可回滚”目前是明显空档，值得做成卖点。
- 存量工具换个入口就是新产品：sherlock 这类 CLI 包一层干净的 Web UI 加报告导出，面向非技术用户就成立了。
📝 一句话总结
今天 GitHub 的关键词不是更大的模型，而是更细的技能和更安全的执行环境——智能体正在长出真正的手脚。
⚠️ 风险提醒
- 给 agent 装第三方 skill 等于给它开权限。榜首本身就是安全审计技能，反过来说明 skill 供应链几乎无人审计：提示注入、隐式外联都可能藏在技能包里。
- 用整台虚拟机隔离 bot 成本不低，冷启动和资源占用会直接吃掉毛利，别在免费额度上做规模假设。
- OSINT、账号枚举类工具热度上升，平台风控和合规边界也会跟着收紧，做相关产品前先想清楚法律与 ToS 风险。
- “skills 合集”这类仓库星数涨得快也掉得快。单个技能没有护城河，能留住用户的是分发渠道和持续更新机制。
🎯 今日可重点关注方向
- 拆解 cloudflare/security-audit-skill 的多阶段审计流程，套到自己的代码库跑一次真实的自动化安全扫描。
- 读 mattpocock/skills 的目录结构，把重复三次以上的操作写成 1 个可复用 skill，并附机器可读输出。
- 评估 OpenMausBot 的虚拟机隔离方案，对比 Docker / gVisor 的资源开销，判断能否嵌进你的产品。
- 用 sherlock 跑一遍自己的公开账号做数字足迹自查，顺便观察它的 CLI 到报告的输出结构。
- 试装 Zed 的多人协作模式，对比当前编辑器在大仓库下的响应速度，再决定是否迁移。
🟨 Javascript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | cloudflare/security-audit-skill | 2088 | 65.0k | A coding-agent skill for multi-phase security audits with independently verif… |
| 2 | Anil-matcha/Open-Generative-AI | 398 | 32.9k | Unrestricted Open-source alternative to AI video platforms — Free AI image &… |
| 3 | react/react | 374 | 252.4k | The library for web and native user interfaces. |
| 4 | ConardLi/garden-skills | 136 | 14.6k | ConardLi’s open-source Skills collection, featuring web design, knowledge ret… |
| 5 | Yu9191/wloc | 112 | 10.7k | 修改 Apple 网络定位（gs-loc）返回坐标 · 支持 Surge / Quantumult X / Loon / Stash · 快捷指令一键设置… |
| 6 | sveltejs/svelte | 97 | 88.7k | web development for the rest of us |
| 7 | byoungd/up | 95 | 70.2k | 韩先凯的人生进阶指南 AI时代 中英双语终身学习指南：AI、学习 、创业、财富、爱情与人生 |
| 8 | babygoton/WorkDaddy | 30 | 2.8k | WorkBuddy、CodeBuddy 桌面端增强助手：签到猫猫旅行成长计划查询、多账号独立备份、点切即用；免打扰模式让 AI 无人值守跑长任务；跨账号会… |
| 9 | cobusgreyling/grok-bot-templates | 5 | 103 | The engineering kit for Grok Bot templates. Spec, Bot Ready score, teams, ski… |
⚙️ C 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | mpv-player/mpv | 220 | 38.0k | 🎥 Command line media player |
| 2 | FareedKhan-dev/kimi-k3-in-c | 180 | 11.1k | A 2.78-trillion-parameter Kimi K3 running inference on a single CPU in 8.24 G… |
| 3 | openssl/openssl | 170 | 31.4k | General purpose TLS and crypto library |
| 4 | lz4/lz4 | 161 | 12.7k | Extremely Fast Compression algorithm |
| 5 | microsoft/PowerToys | 75 | 140.7k | Microsoft PowerToys is a collection of utilities that supercharge productivit… |
| 6 | curl/curl | 29 | 43.4k | A command line tool and library for transferring data with URL syntax, suppor… |
| 7 | HarbourMasters/Shipwright | 19 | 5.9k | |
| 8 | zeldaret/oot | 11 | 5.7k | Decompilation of The Legend of Zelda: Ocarina of Time |
| 9 | meta/zstd | 9 | 28.2k | Zstandard - Fast real-time compression algorithm |
| 10 | openssh/openssh-portable | 8 | 4.1k | Portable OpenSSH |
🦀 Rust 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | zed-industries/zed | 1119 | 94.1k | Code at the speed of thought – Zed is a high-performance, multiplayer code ed… |
| 2 | rust-lang/rust | 463 | 121.6k | Empowering everyone to build reliable and efficient software. |
| 3 | astral-sh/ruff | 350 | 50.8k | An extremely fast Python linter and code formatter, written in Rust. |
| 4 | longbridge/gpui-kit | 217 | 19.8k | Rust GUI components for building fantastic cross-platform desktop application… |
| 5 | vercel-labs/agent-browser | 180 | 46.5k | Browser automation CLI for AI agents |
| 6 | rivet-dev/rivet | 162 | 6.8k | The orchestrator for agentic workloads. A fast, high-density and scalable orc… |
| 7 | rustdesk/rustdesk | 161 | 128.5k | An open-source remote desktop application designed for self-hosting, as an al… |
| 8 | max-sixty/worktrunk | 147 | 11.9k | Worktrunk is a CLI for Git worktree management, designed for parallel AI agen… |
| 9 | denoland/deno | 146 | 108.9k | A modern runtime for JavaScript and TypeScript. |
| 10 | BurntSushi/ripgrep | 136 | 69.9k | ripgrep recursively searches directories for a regex pattern while respecting… |
🔷 Typescript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | morluto/rea | 3308 | 439.8k | Reverse engineer anything with agents, from app behavior down to native binar… |
| 2 | milind-soni/OpenMausBot | 1986 | 16.4k | Open-source Grok Bot alternative with a virtual machine that bots can use |
| 3 | stablyai/orca | 1155 | 118.3k | Orca lets you run a fleet of coding agents (e.g. Claude Code, Codex) with you… |
| 4 | microsoft/vscode | 432 | 195.1k | Visual Studio Code |
| 5 | angular/angular | 358 | 101.5k | Deliver web apps with confidence 🚀 |
| 6 | cheaper-inference/OmniRoute | 325 | 85.3k | Never stop coding. Free MIT AI gateway: one endpoint, 375 providers (150+ fre… |
| 7 | garrytan/gstack | 292 | 140.6k | Use Garry Tan’s exact Claude Code setup: 23 opinionated tools that serve as C… |
| 8 | elder-plinius/T3MP3ST | 242 | 7.0k | autonomous red teaming platform; multi-agent offensive-security meta-harness |
| 9 | lobehub/lobehub | 209 | 84.3k | 🤯 LobeHub - Super-Agents on Your Team. Add super-agents to the chats your tea… |
| 10 | meta/astryx | 198 | 14.2k | An open source design system that’s fully customizable and agent ready |
⚡ Cpp 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | boykopovar/AnyPS5 | 289 | 51.9k | Tool for automatic PS5 executables porting to Linux and Windows |
| 2 | orailnoor/cross-platform-llm-client | 130 | 1.6k | A unified cross-platform AI client supporting seamless transitions between st… |
| 3 | ggml-org/llama.cpp | 96 | 133.6k | LLM inference in C/C++ |
| 4 | tensorflow/tensorflow | 81 | 201.4k | An Open Source Machine Learning Framework for Everyone |
| 5 | 78/xiaozhi-esp32 | 76 | 32.8k | An MCP-based chatbot | 一个基于MCP的聊天机器人 |
| 6 | dashdogy/MFG-Unlocker | 67 | 2.1k | Experimental DLSS Multi Frame Generation controls for any supported MFG title… |
| 7 | Fincept-Corporation/FinceptTerminal | 50 | 33.6k | FinceptTerminal is a modern finance application offering advanced market anal… |
| 8 | LadybirdBrowser/ladybird | 30 | 66.9k | Truly independent web browser |
| 9 | jimmgreen/pulse | 29 | 1.4k | 为 Windows 打造的现代文件管理器，让浏览、搜索和整理文件更顺手。 | QQ Group 1043250162 |
| 10 | alibaba/MNN | 26 | 16.4k | MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, p… |
☕ Java 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | floci-io/floci | 254 | 31.0k | Light, fluffy, and always free - The AWS Local Emulator alternative |
| 2 | termux/termux-app | 108 | 64.3k | Termux - a terminal emulator application for Android OS extendible by variety… |
| 3 | ashishps1/awesome-low-level-design | 71 | 27.9k | Learn Low Level Design (LLD) and prepare for interviews using free resources. |
| 4 | spring-projects/spring-boot | 55 | 81.8k | Spring Boot helps you to create Spring-powered, production-grade applications… |
| 5 | apache/kafka | 55 | 34.2k | Apache Kafka - A distributed event streaming platform |
| 6 | TeamNewPipe/NewPipe | 49 | 40.5k | A libre lightweight streaming front-end for Android. |
| 7 | yuliskov/SmartTube | 45 | 36.0k | Browse media content with your own rules on Android TV |
| 8 | halo-dev/halo | 14 | 40.1k | Halo 是一款强大易用的开源建站工具，从个人博客、知识库，到企业官网、在线商城，Halo 都能助您轻松实现，一站式满足您的多样化建站需求。 |
| 9 | jeecgboot/jimureport | 14 | 8.6k | 一款真正的 AI 报表诞生了！JimuChatBI —— 首款免费开源对话式智能数据分析产品（Chat2BI）。 一句话生成报表和数据大屏，支持对话式 A… |
| 10 | zhukunpenglinyutong/jetbrains-cc-gui | 13 | 7.5k | Jetbrains Claude Code and Codex GUI Plugin |
🐍 Python 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | sherlock-project/sherlock | 1761 | 99.7k | Hunt down social media accounts by username across social networks |
| 2 | NVIDIA/auto-ontology | 1322 | 9.6k | Auto Ontology is a Python framework for building semantic, graph-based reason… |
| 3 | google/skills | 449 | 23.1k | Agent Skills for Google products and technologies |
| 4 | anthropics/skills | 386 | 188.4k | Public repository for Agent Skills |
| 5 | jamiepine/voicebox | 318 | 59.9k | The open-source AI voice studio. Clone, dictate, create. |
| 6 | microsoft/VibeVoice | 237 | 56.6k | Open-Source Frontier Voice AI |
| 7 | donnemartin/system-design-primer | 190 | 377.2k | Learn how to design large-scale systems. Prep for the system design interview… |
| 8 | mbillow/localthings | 184 | 959 | Control your Samsung appliances from Home Assistant over your home network, w… |
| 9 | EbookFoundation/free-programming-books | 179 | 401.2k | 📚 Freely available programming books |
| 10 | django/django | 169 | 91.7k | The Web framework for perfectionists with deadlines. |
🔵 Go 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | prometheus/prometheus | 325 | 67.3k | The Prometheus monitoring system and time series database. |
| 2 | JuliusBrussee/caveman | 214 | 118.1k | 🪨 why use many token when few token do trick. Viral skill + proxy for coding… |
| 3 | etcd-io/etcd | 204 | 52.7k | Distributed reliable key-value store for the most critical data of a distribu… |
| 4 | kubernetes/kubernetes | 201 | 128.9k | Production-Grade Container Scheduling and Management |
| 5 | multica-ai/multica | 130 | 55.2k | Make humans and AI agents work as one team — open-source and self-hostable. |
| 6 | microsoft/TypeScript | 129 | 111.9k | TypeScript is a superset of JavaScript that compiles to clean JavaScript output. |
| 7 | dsx-ai-factory/nvke | 125 | 382 | NVIDIA Kubernetes Engine (NVKE). A management plane for GPU Kubernetes on bar… |
| 8 | moby/moby | 123 | 72.4k | The Moby Project - a collaborative project for the container ecosystem to ass… |
| 9 | gin-gonic/gin | 116 | 89.6k | Gin is a high-performance HTTP web framework written in Go. It provides a Mar… |
| 10 | spf13/cobra | 102 | 44.8k | A Commander for modern Go CLI interactions |
🐚 Shell 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | mattpocock/skills | 1111 | 317.3k | Skills for Real Engineers. Straight from my .agents directory. |
| 2 | obra/superpowers | 629 | 313.9k | An agentic skills framework & software development methodology that works. |
| 3 | msitarzewski/agency-agents | 205 | 167.1k | A complete AI agency at your fingertips - From frontend wizards to Reddit com… |
| 4 | omacom/omarchy | 101 | 46.5k | Beautiful, Modern & Opinionated Linux |
| 5 | rawfilejson/awesome-osint-arsenal | 53 | 3.8k | OSINT & recon toolkit // 100+ tools, one-command installer, SOCMINT, GEOINT,… |
| 6 | liandu2024/Open-Box | 50 | 2.6k | Open-Box 一体化透明代理：OpenWrt / Debian / Ubuntu / Docker；自有程序闭源，第三方组件遵守原许可。 |
| 7 | kunchenguid/firstmate | 43 | 8.7k | Talk to one agent. Ship with a crew. |
| 8 | lxgw/LxgwWenKai | 31 | 26.9k | An open-source Chinese font derived from Fontworks’ Klee One. 一款开源中文字体，基于 FON… |
| 9 | wlzh/dji-4g-vohive-mac | 17 | 1.2k | 在 Mac（Apple Silicon / Intel）上用 UTM 跑 Linux 虚拟机，把大疆 4G 模块（EG25-G）伪装成移远 Quectel… |
| 10 | StressOzz/Zapret-Manager | 12 | 2.2k | Универсальный менеджер для обхода блокировок на OpenWrt |
📡 数据来源：GitHub Trending | 由 Hermes AI 自动生成 🤖