📡 数据来源：GitHub Trending | 生成时间：2026-11-10 19:12
共收录 110 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 | meta/astryx | 3278 | 🔷 Typescript | An open source design system that’s fully customizable an… |
| 2 | milind-soni/OpenMausBot | 1587 | 🔷 Typescript | Open-source Grok Bot alternative with a virtual machine t… |
| 3 | mattpocock/skills | 1223 | 🐚 Shell | Skills for Real Engineers. Straight from my .agents direc… |
| 4 | anthropics/skills | 1038 | 🐍 Python | Public repository for Agent Skills |
| 5 | vercel-labs/agent-browser | 916 | 🦀 Rust | Browser automation CLI for AI agents |
🔍 今日趋势洞察
- 今日榜单几乎被 Agent Skills 承包：Meta 的 astryx 以 3278 星登顶，anthropics/skills、mattpocock/skills、addyosmani/agent-skills、obra/superpowers 同时上榜，skill 正在取代 prompt 成为真正被分发的单位。
- 大厂开始给 agent 铺基础设施：Meta 出设计系统、Anthropic 出官方 skills 仓库、Vercel 出浏览器 CLI，竞争焦点从「谁的模型更聪明」转到「谁的生态更好接」。
- 工程侧在集中补 agent 的短板：billion-context 做长会话上下文压缩，caveman 号称砍掉 65% token，记忆与成本仍是挡在落地前的两座山。
- 非 AI 项目依然能进榜，但量级差一个数量级：mujoco 574 星、topcoat 192 星，纯技术项目靠的是长期口碑，而不是话题热度。
💡 对独立开发者的启发
- 把你脑子里的经验打包成 skill 发布，比写教程更容易拿到分发——mattpocock 一个人一个仓库就 1223 星，成本几乎为零。
- 挑一个 agent 高频但难做的动作（浏览器操作、设计系统、上下文压缩）做成 CLI 或插件，蹭现成生态入口，比自己从零造平台划算得多。
- 开源不等于免费：这类仓库多数是获客漏斗，动手之前先想好转化路径，咨询、托管还是企业版。
- 学 astryx 的定位话术——「fully customizable and agent ready」，一句话说清给谁用、解决什么，比堆十条功能列表更有用。
📝 一句话总结
今天的 GitHub 不在比谁的模型更聪明，而在比谁能把「技能」更好地塞进 agent 的口袋。
⚠️ 风险提醒
- skills 仓库门槛极低，同质化会来得非常快；今天五个相似项目同时上榜，下周大概率只剩一两个还活着。
- 大厂官方仓库一旦成型（anthropics/skills 已经在了），第三方个人技能库的流量会被慢慢抽走，不要把身家押在单一平台。
- agent-browser 这类「让 AI 操作浏览器」的工具天然带安全与合规争议，商用前先评估目标站点条款、账号封禁和凭据管理风险。
- 上下文压缩和省 token 类项目效果高度依赖具体场景，宣传里的 65% 基本是自测最优值，落到你的业务上要自己压测。
🎯 今日可重点关注方向
- 读一遍 anthropics/skills 的仓库结构，照它的格式把你手上最重复的 2-3 件工作写成 skill。
- 试用 vercel-labs/agent-browser，评估能否替掉现有自动化脚本里那些脆弱的选择器逻辑。
- 研究 billion-context 的压缩策略，给长会话 agent 设计一套可回滚的记忆分层。
- 挑一个榜单没覆盖但你熟悉的垂直场景（财务、法务、运维），做垂直 skill 包，避开通用赛道的内卷。
- 给 astryx 这类「agent ready」设计系统写适配层或主题，蹭大厂新项目早期的搜索与社区流量。
🦀 Rust 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | vercel-labs/agent-browser | 916 | 48.9k | Browser automation CLI for AI agents |
| 2 | tokio-rs/topcoat | 192 | 6.6k | A batteries-included framework for building web apps |
| 3 | ruvnet/RuView | 172 | 103.8k | π RuView turns commodity WiFi signals into real-time spatial intelligence, vi… |
| 4 | GyulyVGC/sniffnet | 152 | 42.3k | Comfortably monitor your network traffic 🕵️♂️ |
| 5 | rustdesk/rustdesk | 145 | 128.9k | An open-source remote desktop application designed for self-hosting, as an al… |
| 6 | ooolabdev/ooosplat | 121 | 2.4k | A local desktop app that turns videos and images into 3D Gaussian Splats in o… |
| 7 | crmne/spotifast | 86 | 10.1k | Spotify, native and fast. One lightweight Rust app for your whole library, lo… |
| 8 | LadybirdBrowser/ladybird | 76 | 67.0k | Truly independent web browser |
| 9 | AlexsJones/llmfit | 63 | 38.9k | Hundreds of models & providers. One command to find what runs on your hardware. |
| 10 | HakanSeven12/OpenCADStudio | 32 | 4.0k | A CAD application built with Rust — 2D/3D drawing, DWG/DXF support, and GPU-a… |
🟨 Javascript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | cloudflare/security-audit-skill | 1206 | 68.6k | A coding-agent skill for multi-phase security audits with independently verif… |
| 2 | DietrichGebert/ponytail | 898 | 188.1k | Makes your AI agent think like the laziest senior dev in the room. The best c… |
| 3 | addyosmani/agent-skills | 465 | 114.8k | Production-grade engineering skills for AI coding agents. |
| 4 | bilawalsidhu/gods-eye-view | 318 | 64.0k | A spy satellite simulator in your browser, except the data is real. Live open… |
| 5 | Anil-matcha/Open-Generative-AI | 313 | 33.8k | Uncensored Open-source alternative to AI video platforms — Free AI image & vi… |
| 6 | DeanChensj/jiangshan-map | 265 | 5.2k | 江山时序 · 中国历史交互地图时间轴 (403 BCE – Present) | Interactive Historical Atlas of Chi… |
| 7 | chinese-poetry/chinese-poetry | 61 | 54.2k | The most comprehensive database of Chinese poetry 🧶最全中华古诗词数据库, 唐宋两朝近一万四千古诗人,… |
| 8 | conorbronsdon/avoid-ai-writing | 42 | 5.5k | Skill that audits and rewrites content to remove AI writing patterns. Use it… |
| 9 | NomaDamas/k-skill | 22 | 8.4k | 한국인을 위한 스킬 모음집 - 에이전트를 한국인으로 |
⚙️ C 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | InterceptSuite/ProxyBridge | 30 | 7.1k | Simple Proxy Client to force proxy to any Windows/MacOS/Linux Application TCP… |
| 2 | sp00nznet/xboxrecomp | 22 | 396 | Turn any Xbox game binary into a native Windows executable. No emulation. No… |
| 3 | zeldaret/oot | 13 | 5.7k | Decompilation of The Legend of Zelda: Ocarina of Time |
| 4 | redcanaryco/atomic-red-team | 13 | 12.8k | Small and highly portable detection tests based on MITRE’s ATT&CK. |
| 5 | Zelda64Recomp/Zelda64Recomp | 11 | 7.6k | Static recompilation of Majora’s Mask (and soon Ocarina of Time) for PC (Wind… |
| 6 | madler/zlib | 7 | 7.2k | A massively spiffy yet delicately unobtrusive compression library. |
| 7 | nrfconnect/sdk-nrf | 0 | 1.4k | nRF Connect SDK main repository |
🔵 Go 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | dsx-ai-factory/nvke | 333 | 1.1k | NVIDIA Kubernetes Engine (NVKE). A management plane for GPU Kubernetes on bar… |
| 2 | JuliusBrussee/caveman | 299 | 118.8k | 🪨 why use many token when few token do trick. Viral skill + proxy for coding… |
| 3 | gosom/google-maps-scraper | 205 | 7.8k | scrape data from Google Maps. Extracts data such as the name, address, phone… |
| 4 | Tencent/WeKnora | 141 | 37.1k | Open-source LLM knowledge platform: turn raw documents into a queryable RAG,… |
| 5 | infiniflow/ragflow | 130 | 93.9k | RAGFlow is an agent-native database: a Retrieval-Augmented Generation (RAG) e… |
| 6 | trufflesecurity/trufflehog | 94 | 29.1k | Find, verify, and analyze leaked credentials |
| 7 | agent-substrate/substrate | 78 | 6.3k | Agent Substrate: the core system |
| 8 | gitleaks/gitleaks | 57 | 30.9k | Find secrets with Gitleaks 🔑 |
| 9 | sundowndev/phoneinfoga | 28 | 18.5k | Information gathering framework for phone numbers |
| 10 | github/github-mcp-server | 17 | 34.4k | GitHub’s official MCP Server |
☕ Java 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | NationalSecurityAgency/ghidra | 332 | 99.2k | Ghidra is a software reverse engineering (SRE) framework |
| 2 | TheAlgorithms/Java | 34 | 66.8k | All Algorithms implemented in Java |
| 3 | LSPosed/LSPosed | 26 | 25.4k | LSPosed Framework |
| 4 | kksimp/Mac.apk | 26 | 4.1k | Mac.apk: Run Android apps natively on Apple Silicon Macs |
| 5 | graphhopper/graphhopper | 22 | 6.8k | Open source routing engine for OpenStreetMap. Use it as Java library or stand… |
| 6 | jean-voila/FeurStagram | 18 | 1.2k | Instagram without Reels, feed or ads: an open-source, updatable Instagram app… |
| 7 | iflytek/skillhub | 10 | 5.4k | Self-hosted, open-source agent skill registry for enterprises. Publish & vers… |
| 8 | Keeperorowner/NagramXF | 9 | 1.1k | A fork of NagramX with additional features. |
| 9 | AbdurazaaqMohammed/MP-Manager | 9 | 536 | Dual pane Android file manager with focus on APKs |
| 10 | zalexdev/strykerapp | 5 | 2.0k | Magic tool for pentest from your android device! |
🔷 Typescript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | meta/astryx | 3278 | 21.3k | An open source design system that’s fully customizable and agent ready |
| 2 | milind-soni/OpenMausBot | 1587 | 20.3k | Open-source Grok Bot alternative with a virtual machine that bots can use |
| 3 | ranxianglei/billion-context | 760 | 5.9k | A context-compression plugin for month-long single sessions (billions of toke… |
| 4 | garrytan/gbrain | 216 | 32.4k | Garry’s Opinionated OpenClaw/Hermes Agent Brain |
| 5 | WhiteTowerAI/ohmygame | 201 | 2.0k | The open-source studio for making games with AI. Your own one-person game stu… |
| 6 | every-app/open-seo | 146 | 27.1k | Open source alternative to Semrush and Ahrefs |
| 7 | fosrl/pangolin | 125 | 23.5k | Modern networking and security platform providing secure access and connectiv… |
| 8 | mantrakp04/ardia | 115 | 1.6k | A free Chromium browser for the Mac: Arc’s sidebar, Dia’s polish. Chat on Dis… |
| 9 | upscayl/upscayl | 100 | 52.1k | 🆙 Upscayl - #1 Free and Open Source AI Image Upscaler for Linux, MacOS and Wi… |
| 10 | a-ghorbani/pocketpal-ai | 50 | 9.2k | An app that brings language models directly to your phone. |
🐍 Python 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | sherlock-project/sherlock | 4267 | 108.1k | Hunt down social media accounts by username across social networks |
| 2 | debpalash/VoiceStudio | 1262 | 106.7k | VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cl… |
| 3 | anthropics/skills | 1038 | 191.7k | Public repository for Agent Skills |
| 4 | anthropics/claude-quickstarts | 551 | 20.2k | A collection of projects designed to help developers quickly get started with… |
| 5 | ZhuLinsen/daily_stock_analysis | 506 | 69.4k | LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market st… |
| 6 | OpenBMB/VoxCPM | 387 | 42.2k | VoxCPM2: Tokenizer-Free TTS for Multilingual Speech Generation, Creative Voic… |
| 7 | rohitg00/ai-engineering-from-scratch | 326 | 78.2k | Learn AI Engineering! Learn it. Build it. Ship it for others. |
| 8 | Imbad0202/academic-research-skills | 242 | 56.3k | Academic Research Skills for Claude Code: research → write → review → revise… |
| 9 | opensandbox-group/OpenSandbox | 168 | 17.1k | Secure, Fast, and Extensible Sandbox runtime for AI agents. |
| 10 | ashishpatel26/500-AI-Agents-Projects | 112 | 39.6k | The 500 AI Agents Projects is a curated collection of AI agent use cases acro… |
⚡ Cpp 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | google-deepmind/mujoco | 574 | 17.1k | Multi-Joint dynamics with Contact. A general purpose physics simulator. |
| 2 | boykopovar/AnyPS5 | 313 | 52.8k | Tool for automatic PS5 executables porting to Linux and Windows |
| 3 | orailnoor/cross-platform-llm-client | 147 | 2.1k | A unified cross-platform AI client supporting seamless transitions between st… |
| 4 | ggml-org/llama.cpp | 120 | 133.9k | LLM inference in C/C++ |
| 5 | moonlight-stream/moonlight-qt | 28 | 19.5k | GameStream client for PCs (Windows, Mac, Linux, and Steam Link) |
| 6 | throneproj/Throne | 24 | 7.8k | Cross-platform GUI proxy utility (Empowered by sing-box) |
| 7 | flameshot-org/flameshot | 23 | 31.5k | Powerful yet simple to use screenshot software 🖥️ 📸 |
| 8 | noctalia-dev/umbriel | 23 | 1.6k | A Wayland compositor designed for daily use, with scrolling, dwindle, master,… |
| 9 | mozilla-ai/llamafile | 18 | 26.6k | Distribute and run LLMs with a single file. |
| 10 | dariulone/cyberpunk-vr-port | 16 | 539 |
🐚 Shell 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | mattpocock/skills | 1223 | 320.3k | Skills for Real Engineers. Straight from my .agents directory. |
| 2 | obra/superpowers | 583 | 315.4k | An agentic skills framework & software development methodology that works. |
| 3 | msitarzewski/agency-agents | 224 | 167.6k | A complete AI agency at your fingertips - From frontend wizards to Reddit com… |
| 4 | ohmyzsh/ohmyzsh | 44 | 190.4k | 🙃 A delightful community-driven (with 2,500+ contributors) framework for mana… |
| 5 | kunchenguid/firstmate | 37 | 8.7k | Talk to one agent. Ship with a crew. |
| 6 | rawfilejson/awesome-osint-arsenal | 32 | 3.8k | OSINT & recon toolkit // 100+ tools, one-command installer, SOCMINT, GEOINT,… |
| 7 | nvm-sh/nvm | 18 | 95.8k | Node Version Manager - POSIX-compliant bash script to manage multiple active… |
| 8 | community-scripts/ProxmoxVE | 14 | 30.1k | Proxmox VE Helper-Scripts (Community Edition) |
| 9 | Mr-MIBonk/M.I.B._More-Incredible-Bash | 9 | 1.2k | M.I.B. - More Incredible Bash - The Army knife for Harman MIB 2.x aka MHI2(Q)… |
| 10 | kodekloudhub/certified-kubernetes-administrator-course | 6 | 11.0k | Certified Kubernetes Administrator - CKA Course |
📡 数据来源：GitHub Trending | 由 Hermes AI 自动生成 🤖