📡 数据来源：GitHub Trending | 生成时间：2026-11-09 19:12
共收录 107 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 | sherlock-project/sherlock | 2373 | 🐍 Python | Hunt down social media accounts by username across social… |
| 2 | milind-soni/OpenMausBot | 1439 | 🔷 Typescript | Open-source Grok Bot alternative with a virtual machine t… |
| 3 | cloudflare/security-audit-skill | 1376 | 🟨 Javascript | A coding-agent skill for multi-phase security audits with… |
| 4 | meta/astryx | 875 | 🔷 Typescript | An open source design system that’s fully customizable an… |
| 5 | vercel-labs/agent-browser | 815 | 🦀 Rust | Browser automation CLI for AI agents |
🔍 今日趋势洞察
- 今日 Top 10 里有六个是 Agent 基建：cloudflare 的安全审计 skill、anthropics/skills、obra/superpowers、vercel-labs/agent-browser、meta/astryx、OpenMausBot。热度重心已经从「做一个更聪明的 agent」移到「给 agent 配工具、配规矩、配手脚」。
- skills 正在变成新的分发单位。cloudflare 把安全审计流程直接做成一个 skill 发出来，obra/superpowers 卖的是框架加方法论，说明大家开始把「怎么干活」当资产打包，而不是只发库。
- 机器可读的输出成了卖点。cloudflare 那条特意强调 independently verified、machine-readable findings，意思是结论要能让 agent 直接吞下去，而不是给人读的一篇报告。
- sherlock 以 2373 stars 稳居第一，是个老牌 OSINT 工具，没有任何 AI 概念。务实、能立刻用上的工具依然有最强的自然增长，风口项目反而在它后面。
💡 对独立开发者的启发
- 别再做第 101 个 agent 壳子。榜单上缺的是 agent 的手脚：浏览器操作、安全审计、上下文压缩、设计系统。补一块缺口比再造一个大脑更容易被看见。
- 把你自己的那套工作流写成 skill 开源。成本低、传播快，还能顺带验证方法论；cloudflare 用一份 skill 换到的曝光，比发一个内部工具库多得多。
- 输出格式就是产品力。同样的检测结果，一个 JSON findings 加退出码能让 CI 直接用，一篇 Markdown 报告只能人看。做工具时想清楚谁来消费结果。
- 长会话、大上下文的痛点还没被解决好。billion-context 能冲到 460 stars，说明「省 token 还不丢关键信息」是真实付费意愿，不是伪需求。
📝 一句话总结
今天 GitHub 上最热的东西不是更强的模型，而是给 agent 修的路：技能包、浏览器、审计、记忆，一层层往下铺。
⚠️ 风险提醒
- 第三方 skill 是新的供应链风险。让 agent 直接加载别人写好的 skill，等于给它一台没上锁的机器；cloudflare 那种审计类 skill 之所以受欢迎，恰恰因为这个坑已经有人踩了。
- 安全审计工具的误报和漏报都会直接进 CI。机器可读的 findings 看起来权威，实际需要人工确认阈值和规则，不然一条误报就能卡死流水线一整晚。
- 给 bot 开虚拟机（OpenMausBot 那类）是很实在的攻击面。宿主机隔离、网络出口、快照回滚这三件事没做好之前，别拿它接生产环境的凭据。
- 上下文压缩都是有损的。压掉的往往是「约束条件」而不是「废话」，长会话跑久了会出现悄悄违背早期指令的情况，重要规则要单独重新注入。
🎯 今日可重点关注方向
- 把团队内部反复讲的那套流程写成一个 skill，先在内部跑通两周，再决定要不要开源。
- 试一下 vercel-labs/agent-browser，把手写的 Playwright 脚本换成 CLI 调用，看维护成本能不能降下来。
- 给引入的第三方 skill 加一道审计：固定版本、最小权限、审一遍它执行的命令，再放进日常流程。
- 拿自己的长会话场景对比测 billion-context 一类压缩方案，重点看压完之后任务成功率有没有掉。
- 看 meta/astryx 怎么把 design system 做成 agent ready，顺手把自己产品的设计 token 整理成结构化文件。
☕ Java 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | termux/termux-app | 74 | 64.5k | Termux - a terminal emulator application for Android OS extendible by variety… |
| 2 | yuliskov/SmartTube | 50 | 36.1k | Browse media content with your own rules on Android TV |
| 3 | TeamNewPipe/NewPipe | 32 | 40.5k | A libre lightweight streaming front-end for Android. |
| 4 | LaurieWired/GhidraMCP | 22 | 11.9k | MCP Server for Ghidra |
| 5 | MewX/light-novel-library_Wenku8_Android | 17 | 3.4k | [CASUALLY MAINTAINED] 轻小说文库 (Wenku8.com) 安卓版第三方公益App，始于2014年的初版Material Desig… |
| 6 | MuntashirAkon/AppManager | 12 | 9.5k | A full-featured package manager and viewer for Android |
| 7 | DrKLO/Telegram | 10 | 30.2k | Telegram for Android source |
| 8 | PojavLauncherTeam/PojavLauncher | 8 | 9.5k | A Minecraft: Java Edition Launcher for Android and iOS based on Boardwalk. Su… |
| 9 | RikkaApps/Shizuku-API | 7 | 2.8k | The API and the developer guide for Shizuku and Sui. |
| 10 | MeteorDevelopment/meteor-client | 6 | 4.0k | Based Minecraft utility mod. |
🦀 Rust 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | vercel-labs/agent-browser | 815 | 48.1k | Browser automation CLI for AI agents |
| 2 | jub0t/Concat | 488 | 16.0k | Beta: The truly free, open-source, local-first, cross-platform video editor…. |
| 3 | zed-industries/zed | 350 | 94.5k | Code at the speed of thought – Zed is a high-performance, multiplayer code ed… |
| 4 | herdrdev/herdr | 345 | 49.6k | the runtime your coding agents live on |
| 5 | storytold/artcraft | 335 | 40.1k | ArtCraft is an intentional crafting engine for artists, designers, and filmma… |
| 6 | astral-sh/ruff | 245 | 51.1k | An extremely fast Python linter and code formatter, written in Rust. |
| 7 | ruvnet/RuView | 203 | 103.1k | π RuView turns commodity WiFi signals into real-time spatial intelligence, vi… |
| 8 | GyulyVGC/sniffnet | 80 | 42.2k | Comfortably monitor your network traffic 🕵️♂️ |
| 9 | CapSoftware/Cap | 63 | 24.7k | Open source Loom alternative. Beautiful, shareable screen recordings. |
| 10 | GCWing/OpenBitFun | 32 | 4.0k | OpenBitFun combines a high-performance agent runtime written in Rust with a p… |
🟨 Javascript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | cloudflare/security-audit-skill | 1376 | 67.4k | A coding-agent skill for multi-phase security audits with independently verif… |
| 2 | Anil-matcha/Open-Generative-AI | 373 | 33.5k | Uncensored Open-source alternative to AI video platforms — Free AI image & vi… |
| 3 | hmjz100/LinkSwift | 334 | 39.0k | 一个基于 JavaScript 的网盘文件下载地址获取工具。基于【网盘直链下载助手】修改 ，支持 百度网盘 / 阿里云盘 / 中国移动云盘 / 天翼云盘… |
| 4 | 4ian/GDevelop | 53 | 28.6k | 🎮 Open-source, cross-platform 2D/3D/multiplayer game engine designed for ever… |
🐍 Python 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | sherlock-project/sherlock | 2373 | 105.8k | Hunt down social media accounts by username across social networks |
| 2 | anthropics/skills | 792 | 190.1k | Public repository for Agent Skills |
| 3 | rohitg00/ai-engineering-from-scratch | 449 | 78.0k | Learn AI Engineering! Learn it. Build it. Ship it for others. |
| 4 | jamiepine/voicebox | 208 | 60.2k | The open-source AI voice studio. Clone, dictate, create. |
| 5 | googlecolab/google-colab-cli | 104 | 2.1k | A CLI for interacting with Google Colab runtimes |
| 6 | bradautomates/claude-video | 92 | 20.3k | Give Claude the ability to watch any video. /watch downloads, extracts frames… |
| 7 | SWE-agent/mini-swe-agent | 86 | 9.4k | The 100 line AI agent that solves GitHub issues or helps you in your command… |
| 8 | neuml/txtai | 56 | 13.2k | 💡 All-in-one AI framework for semantic search, LLM orchestration and language… |
| 9 | XiaoYouChR/Ghost-Downloader-3 | 53 | 10.9k | The only downloader you need. 下载器的集大成者。 |
| 10 | anthropics/claude-quickstarts | 32 | 19.7k | A collection of projects designed to help developers quickly get started with… |
🔵 Go 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | dsx-ai-factory/nvke | 345 | 996 | NVIDIA Kubernetes Engine (NVKE). A management plane for GPU Kubernetes on bar… |
| 2 | prometheus/prometheus | 213 | 67.6k | The Prometheus monitoring system and time series database. |
| 3 | henrygd/beszel | 104 | 27.0k | Lightweight server monitoring with historical data, docker stats, and alerts. |
| 4 | TwiN/gatus | 100 | 12.7k | Automated developer-oriented status page with alerting and incident support |
| 5 | vxcontrol/pentagi | 97 | 33.8k | Fully autonomous AI Agents system capable of performing complex penetration t… |
| 6 | MHSanaei/3x-ui | 72 | 49.6k | Supporting multi-protocol multi-user(Vmess, Vless, Trojan, ShadowSocks, Wireg… |
| 7 | XTLS/Xray-core | 41 | 42.8k | Xray, Penetrates Everything. Also the best v2ray-core. Where the magic happen… |
| 8 | glanceapp/glance | 29 | 38.1k | A self-hosted dashboard that puts all your feeds in one place |
| 9 | Gaurav-Gosain/tuios | 26 | 6.5k | A terminal window manager that knows what your agents are doing. Tiling panes… |
| 10 | agent-substrate/substrate | 26 | 6.3k | Agent Substrate: the core system |
⚡ Cpp 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | boykopovar/AnyPS5 | 286 | 52.5k | Tool for automatic PS5 executables porting to Linux and Windows |
| 2 | dashdogy/MFG-Unlocker | 191 | 2.4k | DLSS Multi Frame Generation Unlock and controls for any supported MFG title o… |
| 3 | orailnoor/cross-platform-llm-client | 119 | 1.8k | A unified cross-platform AI client supporting seamless transitions between st… |
| 4 | aardappel/goose | 54 | 3.3k | The Goose Programming Language |
| 5 | LizardByte/Sunshine | 49 | 43.2k | Self-hosted game stream host for Moonlight. |
| 6 | google-deepmind/mujoco | 41 | 16.7k | Multi-Joint dynamics with Contact. A general purpose physics simulator. |
| 7 | Fincept-Corporation/FinceptTerminal | 38 | 33.6k | FinceptTerminal is a modern finance application offering advanced market anal… |
| 8 | OrcaSlicer/OrcaSlicer | 27 | 16.4k | G-code generator for 3D printers (Bambu, Prusa, Voron, VzBot, RatRig, Crealit… |
| 9 | dyang886/Game-Cheats-Manager | 26 | 16.1k | Easily download and manage single-player game cheats for your convenience |
| 10 | azahar-emu/azahar | 17 | 8.6k | An open-source 3DS emulator project based on Citra. |
🔷 Typescript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | milind-soni/OpenMausBot | 1439 | 19.1k | Open-source Grok Bot alternative with a virtual machine that bots can use |
| 2 | meta/astryx | 875 | 18.2k | An open source design system that’s fully customizable and agent ready |
| 3 | ranxianglei/billion-context | 460 | 5.6k | A context-compression plugin for month-long single sessions (billions of toke… |
| 4 | tailwindlabs/tailwindcss | 332 | 98.7k | A utility-first CSS framework for rapid UI development. |
| 5 | Albert-Weasker/niubigeo | 228 | 10.2k | Open-source AI brand visibility and competitor reports. Official website: htt… |
| 6 | vercel-labs/json-render | 149 | 19.5k | The Generative UI framework |
| 7 | poco-ai/Agentero | 145 | 2.1k | Unified research workspace for humans & agents — PDF Q&A with citations, Vaul… |
| 8 | elie222/rakazo | 107 | 7.6k | Open-source Grok Bot alternative. Choose your own model and sandbox. |
| 9 | lobehub/lobehub | 95 | 84.5k | 🤯 LobeHub - Super-Agents on Your Team. Add super-agents to the chats your tea… |
| 10 | mantrakp04/ardia | 85 | 1.5k | A free Chromium browser for the Mac: Arc’s sidebar, Dia’s polish. Chat on Dis… |
⚙️ C 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | FareedKhan-dev/kimi-k3-in-c | 157 | 11.4k | A 2.78-trillion-parameter Kimi K3 running inference on a single CPU in 8.24 G… |
| 2 | xiaojieonly/Ehviewer_CN_SXJ | 49 | 28.9k | ehviewer，用爱发电，快乐前行 |
| 3 | HarbourMasters/Shipwright | 28 | 5.9k | |
| 4 | zeldaret/oot | 14 | 5.7k | Decompilation of The Legend of Zelda: Ocarina of Time |
| 5 | openssl/openssl | 12 | 31.4k | General purpose TLS and crypto library |
| 6 | EchoStretch/kstuff-lite | 5 | 920 |
🐚 Shell 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | obra/superpowers | 518 | 314.8k | An agentic skills framework & software development methodology that works. |
| 2 | msitarzewski/agency-agents | 192 | 167.4k | A complete AI agency at your fingertips - From frontend wizards to Reddit com… |
| 3 | omacom/omarchy | 100 | 46.6k | Beautiful, Modern & Opinionated Linux |
| 4 | liandu2024/Open-Box | 39 | 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。 |
| 5 | 0xNyk/council-of-high-intelligence | 14 | 4.8k | Structured multi-perspective deliberation for hard decisions. Run full counci… |
| 6 | StressOzz/Zapret-Manager | 12 | 2.2k | Универсальный менеджер для обхода блокировок на OpenWrt |
| 7 | bivlked/amneziawg-installer | 11 | 1.5k | Install your own AmneziaWG 3.1 VPN server on a fresh Ubuntu or Debian VPS wit… |
| 8 | InfinityLoop1308/PipePipe | 10 | 7.2k | An open-source Android app to let you browse YouTube and other services freely. |
| 9 | mack-a/v2ray-agent | 9 | 22.3k | Xray、Tuic、hysteria2、sing-box 八合一一键脚本 |
| 10 | FFmpeg-Builds/FFmpeg-Builds | 8 | 12.0k |
📡 数据来源：GitHub Trending | 由 Hermes AI 自动生成 🤖