📡 数据来源：GitHub Trending | 生成时间：2026-11-14 19:12
共收录 119 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 | 1925 | 🔷 Typescript | Keep your coding agent up to date with the latest web bes… |
| 2 | Leonxlnx/taste-skill | 795 | 🟨 Javascript | Agent skills that give coding agents taste: art direction… |
| 3 | openai/codex-security | 751 | 🔷 Typescript | OpenAI’s Codex Security CLI and TypeScript SDK for findin… |
| 4 | addyosmani/agent-skills | 591 | 🟨 Javascript | Production-grade engineering skills for AI coding agents. |
| 5 | ggml-org/llama.cpp | 494 | ⚡ Cpp | LLM inference in C/C++ |
🔍 今日趋势洞察
- 今日前四名里有三个是「给 AI 编码代理用的技能包 / 规范包」，而不是一个能直接用的应用——热度正从「造 Agent」转向「调教 Agent」。
- agent-skills、taste-skill 这类仓库以 JS/TS 形式集中上榜，说明提示词和工程规范正在变成可分发、可被 star 的软件形态。
- openai 把 codex-security 做成 CLI + TypeScript SDK，等于官方承认了「AI 写完代码之后必须有人验尸」这个环节，并且把它工具化。
- 底层推理依旧在卷：llama.cpp 稳居前五，colibri 用 GPU/内存/NVMe 分级装载 MoE 专家，降本和本地化是真需求，不是情怀。
💡 对独立开发者的启发
- 与其再包一层没人记得住的 wrapper，不如把你踩过的工程规范整理成 skill 包开源——门槛低、传播快，是当下最便宜的获客方式。
- 「品味」可以被工程化：taste-skill 用参考图 + 浏览器自检替代通用 AI 网页，说明审美流程能拆成步骤让模型执行。
- 安全别靠自己臆想威胁模型，直接拿 codex-security 这类现成工具对仓库扫一遍，性价比远高于自研。
- 本地推理、MoE 分级 offload 适合做隐私敏感或按量计费的小产品，尤其是你本来就有一台能跑的机器时。
📝 一句话总结
今天 GitHub 上真正在发生的不是新应用，而是给 AI 编码代理补「教养」和「体检」——规范、品味、安全，一个都不少。
⚠️ 风险提醒
- skill 包生态刚起步，质量良莠不齐。装第三方 skill 等于让陌生人的脚本和指令进你的仓库，装之前先读源码。
- star 涨得快不等于能长期维护：这类仓库大多是文档与提示词集合，热度退得也快，别把它当核心依赖。
- 安全扫描工具只能覆盖已知模式和常见注入面，架构层面的设计缺陷它看不出来，扫过一遍不等于安全。
- MoE、量化、offload 这类方案很吃具体硬件特性，换一张卡就是另一套参数，别直接照抄别人的 benchmark 当结论。
🎯 今日可重点关注方向
- 挑 1-2 个你每天重复的工程动作（写单测、审 PR、改样式），固化成自己的 skill 文件，先跑通再谈优化。
- 给 coding agent 加一道浏览器或截图自检回环，减少「看起来能跑」的假象，这是今天 taste-skill 的核心思路。
- 用 codex-security 或同类 CLI 对现有项目做一次依赖与注入面体检，把结果写进 CI。
- 试跑 llama.cpp 的量化模型，实测本地 token 成本和延迟，判断哪些功能可以离线化。
- 把注意力分一半到「分发」上：规范包开源 + 一篇讲清楚为什么这么做的说明，比多做一个小工具更容易被看见。
⚡ Cpp 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | ggml-org/llama.cpp | 494 | 135.0k | LLM inference in C/C++ |
| 2 | Likely7/Veyra-NRVideo | 256 | 1.8k | Bring PS5 GTA6 to 120FPS with DLSS 5. An advanced Windows video player and ca… |
| 3 | boykopovar/AnyPS5 | 239 | 53.8k | Tool for automatic PS5 executables porting to Linux and Windows |
| 4 | facebookresearch/faiss | 89 | 41.6k | A library for efficient similarity search and clustering of dense vectors. |
| 5 | eugeniosegala/MAKO | 60 | 798 | 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 | microsoft/BitNet | 18 | 41.6k | Official inference framework for 1-bit LLMs |
| 8 | dariulone/cyberpunk-vr-port | 13 | 618 | |
| 9 | google/googletest | 7 | 39.7k | GoogleTest - Google Testing and Mocking Framework |
| 10 | redpanda-data/redpanda | 1 | 12.7k | Redpanda is a streaming data platform for developers. Kafka API compatible. 1… |
🔵 Go 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | tailscale/tailcat | 256 | 9.7k | like netcat, but over Tailscale’s data plane, without Tailscale’s control plane |
| 2 | Gentleman-Programming/gentle-ai | 242 | 9.2k | Gentle-AI configures the AI coding agents you already use: Claude Code, Curso… |
| 3 | alibaba/open-code-review | 215 | 51.0k | Secure, fast, efficient, battle-tested at Alibaba’s scale. Hybrid architectur… |
| 4 | Tencent/LoopForge | 174 | 689 | Self-hosted workflows for coding-agent delivery. Orchestrate CodeBuddy, Codex… |
| 5 | multica-ai/multica | 167 | 56.1k | Make humans and AI agents work as one team — open-source and self-hostable. |
| 6 | ollama/ollama | 141 | 186.9k | Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma an… |
| 7 | Tencent/WeKnora | 88 | 37.4k | Open-source LLM knowledge platform: turn raw documents into a queryable RAG,… |
| 8 | agent-substrate/substrate | 52 | 6.6k | Agent Substrate: the core system |
| 9 | netbirdio/netbird | 49 | 31.0k | NetBird securely connects people, machines and AI agents across any network w… |
| 10 | cli/cli | 29 | 47.0k | GitHub’s official command line tool |
⚙️ C 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | JustVugg/colibri | 488 | 51.0k | A hierarchical inference engine for frontier MoE models: hot experts on the G… |
| 2 | Genymobile/scrcpy | 84 | 154.8k | Display and control your Android device |
| 3 | daijro/camoufox | 22 | 13.3k | 🦊 Anti-detect browser |
| 4 | duixcom/Duix-Avatar | 18 | 16.3k | 🚀 Truly open-source AI avatar(digital human) toolkit for offline video genera… |
| 5 | quickjs-ng/quickjs | 15 | 4.1k | QuickJS, the Next Generation: a mighty JavaScript engine |
| 6 | KernelSU-Next/KernelSU-Next | 14 | 4.8k | An advanced Kernel based root solution for Android |
| 7 | pbatard/rufus | 9 | 38.3k | The Reliable USB Formatting Utility |
| 8 | nothings/stb | 8 | 35.0k | stb single-file public domain libraries for C/C++ |
| 9 | CTCaer/hekate | 8 | 9.0k | hekate - A GUI based Nintendo Switch Bootloader |
| 10 | UberGuidoZ/Flipper | 5 | 17.8k | Playground (and dump) of stuff I make or modify for the Flipper Zero |
🔷 Typescript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | GoogleChrome/modern-web-guidance-src | 1925 | 5.3k | Keep your coding agent up to date with the latest web best practices |
| 2 | openai/codex-security | 751 | 13.4k | OpenAI’s Codex Security CLI and TypeScript SDK for finding, validating, and f… |
| 3 | CopilotKit/OpenBot | 674 | 12.2k | Open-source AI coworkers that each get a computer of their own: a browser, fi… |
| 4 | QwenLM/qwen-code | 462 | 30.1k | An open-source AI coding agent that lives in your terminal. |
| 5 | PurpleDoubleD/locally-uncensored | 148 | 4.2k | The all-in-one local AI studio for your desktop: chat, image and video genera… |
| 6 | a2ui-project/a2ui | 117 | 17.3k | Open-source generative UI framework: agents stream layout data, and apps rend… |
| 7 | backnotprop/plannotator | 108 | 10.6k | The workspace to stay in the loop and on top of agents - shape, decide, plan,… |
| 8 | shanliuling/dsh-image-gen | 95 | 1.5k | 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 | 67 | 55.9k | Chrome DevTools for coding agents |
| 10 | lidge-jun/opencodex | 54 | 18.5k | Universal provider proxy for OpenAI Codex & Claude Code — use any LLM (Claude… |
🦀 Rust 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | farion1231/cc-switch | 315 | 154.3k | A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCod… |
| 2 | ModernRelay/omnigraph | 160 | 2.3k | Object-storage native graph database with branching and typed ontology |
| 3 | rustdesk/rustdesk | 146 | 129.4k | An open-source remote desktop application designed for self-hosting, as an al… |
| 4 | rtk-ai/rtk | 123 | 86.5k | CLI proxy that reduces LLM token consumption by 60-90% on common dev commands… |
| 5 | ShayanAbbas1/dbdelve | 106 | 1.3k | Fast and lightweight DB Client made in Rust and GPUI. |
| 6 | block/buzz | 97 | 37.4k | A hive mind communication platform |
| 7 | aimod-cc/Agent2API | 59 | 2.3k | Local AI routing gateway with Agent client takeover — reuse existing client l… |
| 8 | rustfs/rustfs | 44 | 36.1k | RustFS is an open-source, S3-compatible high-performance object storage syste… |
| 9 | zellij-org/zellij | 32 | 36.1k | A terminal workspace with batteries included |
🐍 Python 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | Alishahryar1/free-claude-code | 787 | 70.0k | Use Claude Code, Codex, Antigravity, VSCode, Pi, and OpenCode (and 6 other ha… |
| 2 | ZhuLinsen/daily_stock_analysis | 256 | 72.0k | 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… |
| 3 | NVIDIA/SkillSpector | 190 | 26.0k | Security scanner for AI agent skills. Detect vulnerabilities, malicious patte… |
| 4 | kajisho5/ffmpeg-skill | 168 | 5.5k | Local video editor for coding agents: 42 FFmpeg tools with a machine-readable… |
| 5 | ahujasid/mcp-for-blender | 136 | 34.4k | Community plugin to control Blender 3D with any LLM of your choice. Not affil… |
| 6 | anthropics/claude-plugins-official | 130 | 47.2k | Official, Anthropic-managed directory of high quality Claude Code Plugins. |
| 7 | headroomlabs-ai/headroom | 120 | 79.6k | Compress tool outputs, logs, files, and RAG chunks before they reach the LLM…. |
| 8 | volcengine/OpenViking | 113 | 42.2k | Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge R… |
| 9 | mvanhorn/last30days-skill | 111 | 67.6k | AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polym… |
| 10 | asgeirtj/system_prompts_leaks | 73 | 71.4k | Leaked system prompts of ChatGPT, Claude, Gemini and more. The hidden system… |
🟨 Javascript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | Leonxlnx/taste-skill | 795 | 115.3k | Agent skills that give coding agents taste: art direction, reference images a… |
| 2 | DietrichGebert/ponytail | 600 | 190.6k | Makes your AI agent think like the laziest senior dev in the room. The best c… |
| 3 | addyosmani/agent-skills | 591 | 117.3k | Production-grade engineering skills for AI coding agents. |
| 4 | affaan-m/ECC | 559 | 302.6k | The agent harness performance optimization system. Skills, instincts, memory,… |
| 5 | coreyhaines31/marketingskills | 190 | 60.2k | Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analyt… |
| 6 | OpenWhispr/openwhispr | 79 | 11.5k | Voice-to-text dictation app with local (Nvidia Parakeet/Whisper) and cloud mo… |
| 7 | mksglu/context-mode | 77 | 34.1k | Free, local plugin that keeps tool output out of your coding agent’s context… |
| 8 | louislam/uptime-kuma | 71 | 94.0k | A fancy self-hosted monitoring tool |
| 9 | tabler/tabler-icons | 20 | 22.7k | A set of over 6200 free MIT-licensed high-quality SVG icons for you to use in… |
| 10 | microsoft/power-platform-skills | 5 | 1.1k | A plugin marketplace for GitHub Copilot and other AI agents that provides Pow… |
☕ Java 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | ashishps1/awesome-system-design-resources | 43 | 43.4k | Learn System Design concepts and prepare for interviews using free resources. |
| 2 | TheAlgorithms/Java | 31 | 67.2k | All Algorithms implemented in Java |
| 3 | aleixrodriala/newtube | 26 | 778 | SmartTube for phones, unofficial: an open-source YouTube client for Android…. |
| 4 | 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… |
| 5 | kksimp/Mac.apk | 21 | 4.2k | Mac.apk: Run Android apps natively on Apple Silicon Macs |
| 6 | jeecgboot/JeecgBoot | 14 | 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… |
| 7 | agentscope-ai/agentscope-java | 14 | 6.4k | Build distributed, production-grade, long-running agents. |
| 8 | termux/termux-x11 | 12 | 5.1k | Termux X-server add-on. |
| 9 | jean-voila/FeurStagram | 9 | 1.3k | Instagram without Reels, feed or ads: an open-source, updatable Instagram app… |
| 10 | mlmvpn/mlmvpn_android | 9 | 709 | 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 | 898 | 324.1k | Skills for Real Engineers. Straight from my .agents directory. |
| 2 | obra/superpowers | 530 | 317.4k | An agentic skills framework & software development methodology that works. |
| 3 | msitarzewski/agency-agents | 190 | 168.2k | A complete AI agency at your fingertips - From frontend wizards to Reddit com… |
| 4 | nvm-sh/nvm | 154 | 96.1k | Node Version Manager - POSIX-compliant bash script to manage multiple active… |
| 5 | tw93/Mole | 136 | 75.0k | 🐹 Open-source Mac and PC cleaner. Keep your machine clean, light, and running… |
| 6 | pi-hole/pi-hole | 89 | 62.0k | A black hole for Internet advertisements |
| 7 | kunchenguid/firstmate | 29 | 8.9k | Talk to one agent. Ship with a crew. |
| 8 | a2aproject/A2A | 24 | 26.5k | Agent2Agent (A2A) is an open protocol enabling communication and interoperabi… |
| 9 | 233boy/sing-box | 20 | 5.5k | 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 |
| 10 | expo/skills | 15 | 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 🤖