📡 数据来源：GitHub Trending | 生成时间：2026-11-13 19:13
共收录 120 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 | GoogleChrome/modern-web-guidance-src | 1875 | 🔷 Typescript | Keep your coding agent up to date with the latest web bes… |
| 2 | mattpocock/skills | 1048 | 🐚 Shell | Skills for Real Engineers. Straight from my .agents direc… |
| 3 | Leonxlnx/taste-skill | 783 | 🟨 Javascript | Agent skills that give coding agents taste: art direction… |
| 4 | openai/codex-security | 754 | 🔷 Typescript | OpenAI’s Codex Security CLI and TypeScript SDK for findin… |
| 5 | addyosmani/agent-skills | 696 | 🟨 Javascript | Production-grade engineering skills for AI coding agents. |
🔍 今日趋势洞察
- 今日前五里有四个是给编码 agent 的「技能包」：mattpocock/skills、addyosmani/agent-skills、Leonxlnx/taste-skill、GoogleChrome/modern-web-guidance-src，竞争焦点已经从模型能力转向「喂给模型什么工程规范和品味」。
- Chrome 团队把 web 最佳实践做成 agent 可直接读取的源仓库，一天涨 1875 star——文档的读者第一次从人变成了 agent，官方开始为机器写规范。
- openai/codex-security 与 alibaba/open-code-review 同日上榜，安全扫描和代码评审是 agent 落地时最先被补齐的两个环节，大厂选择在这两个位置卡位。
- 推理侧热度没退：llama.cpp 613 star，colibri 用 MoE 冷热专家分层（GPU/RAM/NVMe）拿 526 star——本地跑大模型的需求一直没被云厂商满足。
💡 对独立开发者的启发
- 别再做「又一个 agent」，去做某个垂直领域的 agent 技能包：把你自己踩过的坑写成 SKILL.md，成本极低、分发极快，今天的榜单证明这条路走得通。
- 「品味」正在被工程化：taste-skill 用参考图加浏览器截图自检来定义「好看」，独立开发者可以用同样套路，把自己领域里的审美固化成可复用资产。
- cc-switch（327 star）这种多 provider 切换工具能进榜，说明「同时养几个订阅、来回切账号」是真实痛点——做工具先解决自己的麻烦，通常也是别人的麻烦。
- nvm 这种十年老项目还能回榜，说明维护成本低的刚需工具长期有自然流量，不必每个项目都追新概念。
📝 一句话总结
今天的 GitHub 不属于新模型，而属于「教 agent 怎么干活」的技能包——工程经验正在被打包成可分发的资产。
⚠️ 风险提醒
- 技能包门槛极低，同质化和提示词搬运会迅速泛滥，star 数不能当质量指标，用之前至少读一遍源码。
- 大量 skills 仓库是个人 .agents 目录直接公开，可能夹带内部路径、私人习惯和不兼容的工具链假设，照抄容易埋雷。
- agent 代码的安全扫描工具才刚起步（codex-security 上线即热），别把它当合规证明，误报漏报都真实存在。
- colibri 这类 MoE 分层推理对显存和 NVMe 带宽要求不低，demo 数据好看不等于你的机器跑得动，先算硬件成本再动手。
🎯 今日可重点关注方向
- 挑一个你熟的垂直领域（前端规范 / 数据管道 / 部署运维），写一份 20 行以内的 SKILL.md 开源，验证技能包的分发路径。
- 读 mattpocock/skills 和 addyosmani/agent-skills 的目录结构，抄它们「何时拆文件、何时写脚本」的组织方式，比从零设计省一周。
- 给 agent 工作流加一道安全闸：接 codex-security 或 open-code-review 做提交前扫描，先只在个人项目跑，观察误报率。
- 用 modern-web-guidance-src 校准 agent 的前端输出，专治「AI 味页面」，这是目前最容易量化的质量提升点。
- 若考虑本地推理，先测 colibri 的热/温/冷分层在你模型上到底省不省显存，再决定要不要换掉现成的 llama.cpp 方案。
🔷 Typescript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | GoogleChrome/modern-web-guidance-src | 1875 | 4.1k | Keep your coding agent up to date with the latest web best practices |
| 2 | CopilotKit/OpenBot | 799 | 12.0k | Open-source AI coworkers that each get a computer of their own: a browser, fi… |
| 3 | openai/codex-security | 754 | 12.8k | OpenAI’s Codex Security CLI and TypeScript SDK for finding, validating, and f… |
| 4 | QwenLM/qwen-code | 574 | 30.1k | An open-source AI coding agent that lives in your terminal. |
| 5 | PurpleDoubleD/locally-uncensored | 197 | 4.1k | The all-in-one local AI studio for your desktop: chat, image and video genera… |
| 6 | a2ui-project/a2ui | 121 | 17.3k | Open-source generative UI framework: agents stream layout data, and apps rend… |
| 7 | backnotprop/plannotator | 100 | 10.2k | The workspace to stay in the loop and on top of agents - shape, decide, plan,… |
| 8 | shanliuling/dsh-image-gen | 70 | 1.4k | 可在对话内生成、编辑、对比图像；内置 500 + 提示词、图库、多模型工作流，支持 ComfyUI。AI image studio for DeepSee… |
| 9 | ChromeDevTools/chrome-devtools-mcp | 60 | 55.2k | Chrome DevTools for coding agents |
| 10 | lidge-jun/opencodex | 55 | 18.5k | Universal provider proxy for OpenAI Codex & Claude Code — use any LLM (Claude… |
⚙️ C 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | JustVugg/colibri | 526 | 50.6k | A hierarchical inference engine for frontier MoE models: hot experts on the G… |
| 2 | Genymobile/scrcpy | 88 | 154.7k | Display and control your Android device |
| 3 | CTCaer/hekate | 25 | 9.0k | hekate - A GUI based Nintendo Switch Bootloader |
| 4 | daijro/camoufox | 21 | 13.2k | 🦊 Anti-detect browser |
| 5 | duixcom/Duix-Avatar | 18 | 16.3k | 🚀 Truly open-source AI avatar(digital human) toolkit for offline video genera… |
| 6 | KernelSU-Next/KernelSU-Next | 13 | 4.8k | An advanced Kernel based root solution for Android |
| 7 | quickjs-ng/quickjs | 12 | 4.1k | QuickJS, the Next Generation: a mighty JavaScript engine |
| 8 | nothings/stb | 11 | 35.0k | stb single-file public domain libraries for C/C++ |
| 9 | pbatard/rufus | 10 | 38.3k | The Reliable USB Formatting Utility |
| 10 | UberGuidoZ/Flipper | 5 | 17.8k | Playground (and dump) of stuff I make or modify for the Flipper Zero |
🦀 Rust 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | farion1231/cc-switch | 327 | 154.1k | A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCod… |
| 2 | rustdesk/rustdesk | 165 | 129.3k | An open-source remote desktop application designed for self-hosting, as an al… |
| 3 | rtk-ai/rtk | 139 | 86.4k | CLI proxy that reduces LLM token consumption by 60-90% on common dev commands… |
| 4 | ModernRelay/omnigraph | 112 | 2.1k | Object-storage native graph database with branching and typed ontology |
| 5 | ShayanAbbas1/dbdelve | 108 | 1.3k | Fast and lightweight DB Client made in Rust and GPUI. |
| 6 | tw93/Pake | 105 | 63.5k | Turn any website into a lightweight desktop app with one command, on macOS, W… |
| 7 | block/buzz | 95 | 37.1k | A hive mind communication platform |
| 8 | aimod-cc/Agent2API | 56 | 2.2k | Local AI routing gateway with Agent client takeover — reuse existing client l… |
| 9 | rustfs/rustfs | 46 | 36.0k | RustFS is an open-source, S3-compatible high-performance object storage syste… |
| 10 | zellij-org/zellij | 37 | 36.1k | A terminal workspace with batteries included |
⚡ Cpp 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | ggml-org/llama.cpp | 613 | 134.8k | LLM inference in C/C++ |
| 2 | Likely7/Veyra-NRVideo | 245 | 1.4k | Bring PS5 GTA6 to 120FPS with DLSS 5. An advanced Windows video player and ca… |
| 3 | boykopovar/AnyPS5 | 238 | 53.6k | Tool for automatic PS5 executables porting to Linux and Windows |
| 4 | facebookresearch/faiss | 81 | 41.6k | A library for efficient similarity search and clustering of dense vectors. |
| 5 | eugeniosegala/MAKO | 49 | 773 | Next-generation, Vulkan-powered graphics layer for Linux gaming, bringing fra… |
| 6 | ggml-org/whisper.cpp | 40 | 55.2k | Port of OpenAI’s Whisper model in C/C++ |
| 7 | dariulone/cyberpunk-vr-port | 31 | 611 | |
| 8 | microsoft/BitNet | 25 | 41.6k | Official inference framework for 1-bit LLMs |
| 9 | wszqkzqk/PvZ-Portable | 7 | 896 | A cross-platform reimplementation of Plants vs. Zombies by the community. Aim… |
| 10 | google/googletest | 7 | 39.7k | GoogleTest - Google Testing and Mocking Framework |
🐍 Python 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | Alishahryar1/free-claude-code | 895 | 69.7k | Use Claude Code, Codex, Antigravity, VSCode, Pi, and OpenCode (and 6 other ha… |
| 2 | NVIDIA/SkillSpector | 297 | 25.8k | Security scanner for AI agent skills. Detect vulnerabilities, malicious patte… |
| 3 | ZhuLinsen/daily_stock_analysis | 272 | 71.2k | 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… |
| 4 | kajisho5/ffmpeg-skill | 224 | 5.4k | Local video editor for coding agents: 42 FFmpeg tools with a machine-readable… |
| 5 | ahujasid/mcp-for-blender | 140 | 34.3k | Community plugin to control Blender 3D with any LLM of your choice. Not affil… |
| 6 | anthropics/claude-plugins-official | 134 | 47.1k | Official, Anthropic-managed directory of high quality Claude Code Plugins. |
| 7 | headroomlabs-ai/headroom | 125 | 79.5k | Compress tool outputs, logs, files, and RAG chunks before they reach the LLM…. |
| 8 | mvanhorn/last30days-skill | 112 | 67.5k | AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polym… |
| 9 | volcengine/OpenViking | 111 | 42.2k | Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge R… |
| 10 | davila7/claude-code-templates | 102 | 33.5k | Open-source registry and CLI for Claude Code components: agents, commands, sk… |
🟨 Javascript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | Leonxlnx/taste-skill | 783 | 114.6k | Agent skills that give coding agents taste: art direction, reference images a… |
| 2 | addyosmani/agent-skills | 696 | 117.0k | Production-grade engineering skills for AI coding agents. |
| 3 | DietrichGebert/ponytail | 625 | 190.0k | Makes your AI agent think like the laziest senior dev in the room. The best c… |
| 4 | affaan-m/ECC | 608 | 302.2k | The agent harness performance optimization system. Skills, instincts, memory,… |
| 5 | coreyhaines31/marketingskills | 208 | 60.1k | Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analyt… |
| 6 | OpenWhispr/openwhispr | 116 | 11.5k | Voice-to-text dictation app with local (Nvidia Parakeet/Whisper) and cloud mo… |
| 7 | mksglu/context-mode | 113 | 34.0k | Free, local plugin that keeps tool output out of your coding agent’s context… |
| 8 | louislam/uptime-kuma | 61 | 93.6k | A fancy self-hosted monitoring tool |
| 9 | tabler/tabler-icons | 18 | 22.6k | A set of over 6200 free MIT-licensed high-quality SVG icons for you to use in… |
| 10 | microsoft/power-platform-skills | 3 | 1.1k | A plugin marketplace for GitHub Copilot and other AI agents that provides Pow… |
🔵 Go 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | Gentleman-Programming/gentle-ai | 240 | 9.0k | Gentle-AI configures the AI coding agents you already use: Claude Code, Curso… |
| 2 | alibaba/open-code-review | 206 | 50.1k | Secure, fast, efficient, battle-tested at Alibaba’s scale. Hybrid architectur… |
| 3 | Tencent/LoopForge | 184 | 653 | Self-hosted workflows for coding-agent delivery. Orchestrate CodeBuddy, Codex… |
| 4 | tailscale/tailcat | 173 | 9.2k | like netcat, but over Tailscale’s data plane, without Tailscale’s control plane |
| 5 | multica-ai/multica | 148 | 56.0k | Make humans and AI agents work as one team — open-source and self-hostable. |
| 6 | ollama/ollama | 134 | 186.9k | Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma an… |
| 7 | Tencent/WeKnora | 90 | 37.4k | Open-source LLM knowledge platform: turn raw documents into a queryable RAG,… |
| 8 | agent-substrate/substrate | 84 | 6.6k | Agent Substrate: the core system |
| 9 | netbirdio/netbird | 42 | 31.0k | NetBird securely connects people, machines and AI agents across any network w… |
| 10 | crowdsecurity/crowdsec | 24 | 15.6k | Open-source IDS/IPS, WAF and bot detection for Linux, Windows, Docker and Kub… |
☕ Java 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | ashishps1/awesome-system-design-resources | 84 | 43.4k | Learn System Design concepts and prepare for interviews using free resources. |
| 2 | TheAlgorithms/Java | 40 | 67.2k | All Algorithms implemented in Java |
| 3 | jean-voila/FeurStagram | 29 | 1.3k | Instagram without Reels, feed or ads: an open-source, updatable Instagram app… |
| 4 | kksimp/Mac.apk | 28 | 4.2k | Mac.apk: Run Android apps natively on Apple Silicon Macs |
| 5 | jeecgboot/JeecgBoot | 23 | 48.5k | 一款免费开源的 AI 低代码平台，也是 AI 时代构建复杂业务系统的开源基座！权限、多租户、工作流、报表、大屏、AI 知识库等通用能力开箱即用，AI 只需… |
| 6 | YunaiV/ruoyi-vue-pro | 21 | 40.4k | 🔥 官方推荐 🔥 RuoYi-Vue 全新 Pro 版本，优化重构所有功能。基于 Spring Boot + MyBatis Plus + Vue & E… |
| 7 | aleixrodriala/newtube | 21 | 765 | SmartTube for phones, unofficial: an open-source YouTube client for Android…. |
| 8 | agentscope-ai/agentscope-java | 15 | 6.4k | Build distributed, production-grade, long-running agents. |
| 9 | termux/termux-x11 | 12 | 5.1k | Termux X-server add-on. |
| 10 | mlmvpn/mlmvpn_android | 9 | 702 | Multi-engine Android VPN — Xray, WARP, Psiphon, Tor, Geph, OpenVPN, MASQUE/Am… |
🐚 Shell 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | mattpocock/skills | 1048 | 323.4k | Skills for Real Engineers. Straight from my .agents directory. |
| 2 | obra/superpowers | 517 | 317.0k | An agentic skills framework & software development methodology that works. |
| 3 | msitarzewski/agency-agents | 195 | 168.0k | A complete AI agency at your fingertips - From frontend wizards to Reddit com… |
| 4 | nvm-sh/nvm | 190 | 96.1k | Node Version Manager - POSIX-compliant bash script to manage multiple active… |
| 5 | pi-hole/pi-hole | 38 | 61.9k | A black hole for Internet advertisements |
| 6 | kunchenguid/firstmate | 35 | 8.8k | Talk to one agent. Ship with a crew. |
| 7 | 233boy/sing-box | 24 | 5.4k | 最好用的 sing-box 一键安装脚本 & 管理脚本，自动创建 Hysteria2 协议；支持 TUIC，Trojan，REALITY 等所有常见的协议 |
| 8 | a2aproject/A2A | 24 | 26.5k | Agent2Agent (A2A) is an open protocol enabling communication and interoperabi… |
| 9 | bin456789/reinstall | 19 | 14.1k | 一键DD/重装脚本 (One-click reinstall OS on VPS) |
| 10 | expo/skills | 13 | 4.1k | A collection of AI agent skills for working with Expo projects and Expo Appli… |
📡 数据来源：GitHub Trending | 由 Hermes AI 自动生成 🤖