📡 数据来源：GitHub Trending | 生成时间：2026-10-12 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 | morluto/rea | 25599 | 🔷 Typescript | Reverse engineer anything with agents, from app behavior… |
| 2 | boykopovar/AnyPS5 | 3952 | ⚡ Cpp | Tool for automatic PS5 executables porting to Linux and W… |
| 3 | storytold/artcraft | 2957 | 🦀 Rust | ArtCraft is an intentional crafting engine for artists, d… |
| 4 | mattpocock/skills | 1825 | 🐚 Shell | Skills for Real Engineers. Straight from my .agents direc… |
| 5 | bilawalsidhu/gods-eye-view | 886 | 🟨 Javascript | A spy satellite simulator in your browser, except the dat… |
🔍 今日趋势洞察
- Agent 正在越出"写代码"的边界，开始直接操作真实系统：Top1 的 rea 一天涨 25.6k 星，干的是从应用行为一路逆向到 native 二进制这种脏活。
- Top5 的语言全不重样（TypeScript / C++ / Rust / Shell / JavaScript），Python 集体缺席——热度正明显回流到性能和系统层。
- mattpocock/skills 用纯 Shell 文本就拿了 1.8k 星，说明"agent 的技能目录"已经从 prompt 技巧变成可独立分发的资产。
- 浏览器端重计算回归：gods-eye-view 用 JavaScript 在网页里跑真实卫星数据 + 3D 地球，WebGL 把桌面级应用继续往浏览器里搬。
💡 对独立开发者的启发
- 别再卷通用聊天壳。挑一个具体系统的脏活（二进制逆向、游戏移植、格式转换），付费意愿比"全能助手"高得多。
- 把你的 .agents/skills 目录当产品发：不需要框架、不需要 SDK，纯文本 + 一个目录结构就能拿到注意力。
- 做创意/媒体工具优先考虑 Rust——artcraft 把渲染管线、插件、导出都放在 Rust 侧，你抄架构比自己造轮子快一个量级。
- 公开数据 + 漂亮前端是低门槛高传播的组合：卫星、航运、航班、天气，套个 3D 前端就是能上首页的产品。
📝 一句话总结
今天的 GitHub 属于"让 agent 去操作真实系统"——从二进制逆向到游戏移植，工具链正从帮你写代码转向替你动手干活。
⚠️ 风险提醒
- 逆向工程与主机移植类项目（rea、AnyPS5）合规边界清晰度远低于技术热度，商业化前先确认目标软件的授权条款，技术可行不等于商业可行。
- 单日 25k+ 星的头部项目常伴随媒体放大，star 数、实际可用性和维护投入三者经常不成正比，别照着榜单选技术栈。
- 纯文本型"技能包"几乎没有技术护城河，几小时就能被复制；它的价值在持续维护和场景积累，不在文件本身。
- 浏览器里跑重计算（3D 地球、实时光栅）对内存和电量不友好，用户留存会很脆弱，别把 demo 手感当成产品基线。
🎯 今日可重点关注方向
- 做一个"agent 逆向/迁移"最小闭环：挑一个你熟悉但文档糟糕的库或旧二进制，输出行为报告，先验证能不能跑通。
- 把重复三次以上的操作整理成结构化技能目录（.agents/skills 式），让 agent 可以按需加载而不是塞进系统提示。
- 研究 Rust 创意工具架构：从 artcraft 这类项目看它怎么切分渲染管线、插件接口和导出流程，再决定自己的技术选型。
- 用公开数据集做一个浏览器端 3D 可视化 MVP（真实数据 + WebGL），测一测传播力再决定要不要投入。
- 补上 C++/Rust 的跨平台构建与二进制分发能力——主机移植这类需求说明熟练工严重稀缺，这是能直接变现的硬技能。
🦀 Rust 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | storytold/artcraft | 2957 | 19.8k | ArtCraft is an intentional crafting engine for artists, designers, and filmma… |
| 2 | farion1231/cc-switch | 385 | 143.2k | A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCod… |
| 3 | denoland/celld | 90 | 5.5k | self-hosted, distributed Durable Objects |
| 4 | HakanSeven12/OpenCADStudio | 82 | 2.8k | A CAD application built with Rust — 2D/3D drawing, DWG/DXF support, and GPU-a… |
| 5 | martin-olivier/airgorah | 55 | 4.1k | A WiFi security auditing software |
| 6 | BrandonKowalski/slot | 15 | 131 | A bespoke, Game Boy-centric CFW for the RG SP. |
⚡ Cpp 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | boykopovar/AnyPS5 | 3952 | 31.5k | Tool for automatic PS5 executables porting to Linux and Windows |
| 2 | tensorflow/tensorflow | 302 | 200.9k | An Open Source Machine Learning Framework for Everyone |
| 3 | microsoft/BitNet | 195 | 40.7k | Official inference framework for 1-bit LLMs |
| 4 | shadps4-emu/shadPS4 | 57 | 33.4k | PlayStation 4 emulator for Windows, Linux, macOS and FreeBSD written in C++ |
| 5 | 78/xiaozhi-esp32 | 42 | 30.7k | An MCP-based chatbot | 一个基于MCP的聊天机器人 |
| 6 | dyang886/Game-Cheats-Manager | 41 | 15.2k | Easily download and manage single-player game cheats for your convenience |
| 7 | optiscaler/OptiScaler | 36 | 11.7k | OptiScaler bridges upscaling/frame gen across GPUs. Supports DLSS2+/XeSS/FSR2… |
| 8 | mg-chao/snow-apps | 28 | 5.8k | Snow Apps repository, providing source code for Snow Shot and Snow Image Viewer. |
| 9 | telegramdesktop/tdesktop | 27 | 33.2k | Telegram Desktop messaging app |
| 10 | leejet/stable-diffusion.cpp | 22 | 7.6k | Diffusion model(SD,Flux,Wan,Qwen Image,Z-Image,…) inference in pure C/C++ |
🔷 Typescript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | morluto/rea | 25599 | 130.2k | Reverse engineer anything with agents, from app behavior down to native binar… |
| 2 | chthollyphile/folia-major | 555 | 5.3k | 专注于绚丽的歌词动画效果的本地音乐/navidrome/第三方多平台在线音乐播放器 |
| 3 | mksglu/context-mode | 485 | 26.8k | Context window optimization for AI coding agents. Sandboxes tool output (98%… |
| 4 | CopilotKit/OpenIntelligentUI | 278 | 2.8k | Open-Source Generative UI Framework |
| 5 | openclaw/openclaw | 164 | 391.7k | The AI that really does things. Any OS. Any Platform. The lobster way. 🦞 |
| 6 | agalwood/Motrix | 158 | 56.6k | A full-featured download manager. |
| 7 | langgenius/dify | 79 | 158.2k | Build Agentic workflows, RAG pipelines, with rich AI model and tool support o… |
| 8 | getnao/nao | 20 | 1.9k | 👾 nao is an open source analytics agent. (1) Create context with nao-core cli… |
🟨 Javascript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | bilawalsidhu/gods-eye-view | 886 | 52.6k | A spy satellite simulator in your browser, except the data is real. Live open… |
| 2 | greensock/GSAP | 46 | 29.1k | GSAP (GreenSock Animation Platform), a JavaScript animation library for the m… |
| 3 | liyupi/ai-guide | 38 | 21.0k | 程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享 OpenClaw 保姆级教程、大模型玩法（DeepSeek / GPT / G… |
| 4 | MagicMirrorOrg/MagicMirror | 35 | 24.1k | MagicMirror² is an open source modular smart mirror platform. With a growing… |
| 5 | chaolucky18/xuexitongScript | 25 | 2.8k | 学习通自动刷课脚本 |
| 6 | MiaAI-Lab/sparkDash | 21 | 665 | sparkDash ⚡ — Multi-DGX Spark Monitoring Dashboard |
🐍 Python 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | debpalash/VoiceStudio | 1225 | 59.6k | VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cl… |
| 2 | hugohe3/ppt-master | 1104 | 60.8k | AI turns documents or topics into real, native PowerPoint decks—with native s… |
| 3 | Alishahryar1/free-claude-code | 506 | 58.2k | Use Claude Code, Codex, VSCode, Pi, and OpenCode (and 6 other harnesses) for… |
| 4 | MadsLorentzen/ai-job-search | 504 | 46.3k | The job search that runs on your machine. AI job application framework built… |
| 5 | huggingface/transformers | 501 | 167.6k | 🤗 Transformers: the model-definition framework for state-of-the-art machine l… |
| 6 | anthropics/knowledge-work-plugins | 425 | 29.2k | Open source repository of plugins primarily intended for knowledge workers to… |
| 7 | pytorch/pytorch | 315 | 104.7k | Tensors and Dynamic neural networks in Python with strong GPU acceleration |
| 8 | Shubhamsaboo/awesome-llm-apps | 173 | 141.3k | 100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source. |
| 9 | HunxByts/GhostTrack | 165 | 18.4k | Useful tool to track location or mobile number |
| 10 | XiaoYouChR/Ghost-Downloader-3 | 128 | 9.8k | The only downloader you need. 下载器的集大成者。 |
⚙️ C 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | tarwin/tinyjsapp | 142 | 931 | Build native apps in JS. Backend, frontend. ~5Mb. |
| 2 | openssl/openssl | 67 | 30.9k | General purpose TLS and crypto library |
| 3 | duixcom/Duix-Avatar | 52 | 15.9k | 🚀 Truly open-source AI avatar(digital human) toolkit for offline video genera… |
| 4 | lyssadev/Spotilol | 15 | 535 | A android app that wraps Spotify’s web player with built-in adblocker |
| 5 | radareorg/radare2 | 10 | 25.0k | UNIX-like reverse engineering framework and command-line toolset |
| 6 | reactos/reactos | 9 | 18.2k | A free Windows-compatible Operating System |
| 7 | acidanthera/OpenCorePkg | 8 | 15.5k | OpenCore bootloader |
| 8 | sp00nznet/xboxrecomp | 8 | 180 | Turn any Xbox game binary into a native Windows executable. No emulation. No… |
| 9 | rexglue/rexglue-sdk | 6 | 1.0k | Xbox 360 Recompilation Runtime and Toolkit |
| 10 | libuv/libuv | 3 | 27.2k | Cross-platform asynchronous I/O |
☕ Java 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | NationalSecurityAgency/ghidra | 615 | 84.2k | Ghidra is a software reverse engineering (SRE) framework |
| 2 | termux/termux-app | 70 | 62.4k | Termux - a terminal emulator application for Android OS extendible by variety… |
| 3 | krahets/hello-algo | 38 | 130.6k | 《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持简中、繁中、English、日本語，提供 Python, Java, C++, C, C… |
| 4 | jeecgboot/JeecgBoot | 29 | 48.2k | 【低代码v2.0，一句话即可生成整个系统】企业级AI低代码平台，一键生成前后端代码甚至整个系统。 AI Skills 一句话画流程、设计表单、生成报表、大… |
| 5 | YunaiV/ruoyi-vue-pro | 19 | 39.7k | 🔥 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… |
| 6 | apache/doris | 17 | 16.1k | Apache Doris is a real-time analytics and hybrid search database for AI agents. |
| 7 | skylot/jadx | 16 | 50.9k | Dex to Java decompiler |
| 8 | DrKLO/Telegram | 11 | 30.1k | Telegram for Android source |
| 9 | agentscope-ai/agentscope-java | 9 | 5.9k | Build distributed, production-grade, long-running agents. |
| 10 | zhukunpenglinyutong/jetbrains-cc-gui | 9 | 6.9k | Jetbrains Claude Code and Codex GUI Plugin |
🔵 Go 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | alibaba/open-code-review | 294 | 46.4k | Secure, fast, efficient, battle-tested at Alibaba’s scale. Hybrid architectur… |
| 2 | Tencent/WeKnora | 129 | 33.4k | Open-source LLM knowledge platform: turn raw documents into a queryable RAG,… |
| 3 | Wei-Shaw/sub2api | 75 | 43.8k | Sub2API 一站式开源中转服务，让 Claude、Openai 、Gemini、Grok订阅统一接入，支持拼车共享，更高效分摊成本，原生工具无缝使用。 |
| 4 | QuantumNous/new-api | 71 | 49.8k | A unified AI model hub for aggregation & distribution. It supports cross-conv… |
| 5 | multica-ai/multica | 70 | 52.6k | Make humans and AI agents work as one team — open-source and self-hostable. |
| 6 | lharries/whatsapp-mcp | 59 | 6.5k | WhatsApp MCP server |
| 7 | BishopFox/sliver | 47 | 12.1k | Adversary Emulation Framework |
| 8 | Project-HAMi/HAMi | 36 | 4.7k | Heterogeneous GPU Sharing on Kubernetes |
| 9 | majd/ipatool | 33 | 11.6k | Command-line tool that allows you to search for iOS, iPadOS, tvOS, watchOS, v… |
| 10 | Autumn-27/ScopeSentry | 28 | 1.8k | ScopeSentry-Cyberspace mapping, subdomain enumeration, port scanning, sensiti… |
🐚 Shell 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | mattpocock/skills | 1825 | 287.1k | Skills for Real Engineers. Straight from my .agents directory. |
| 2 | docker-mailserver/docker-mailserver | 209 | 19.5k | Production-ready fullstack but simple mail server (SMTP, IMAP, LDAP, Antispam… |
| 3 | EpicGames/unreal-engine-skills-for-claude-code-plugin | 133 | 518 | |
| 4 | omacom/omarchy | 107 | 44.6k | Beautiful, Modern & Opinionated Linux |
| 5 | kejilion/sh | 101 | 3.4k | KEJILION.SH 一款全功能的Linux管理脚本！An all-in-one Linux management script! |
| 6 | Donchitos/Claude-Code-Game-Studios | 84 | 26.2k | Turn Claude Code into a full game dev studio — 49 AI agents, 72 workflow skil… |
| 7 | PaperMC/Folia | 23 | 4.4k | Fork of Paper which adds regionised multithreading to the dedicated server. |
| 8 | 0xNyk/council-of-high-intelligence | 17 | 4.6k | Structured multi-perspective deliberation for hard decisions. Run full counci… |
| 9 | InfinityLoop1308/PipePipe | 12 | 6.9k | An open-source Android app to let you browse YouTube and other services freely. |
| 10 | nelvko/clash-for-linux-install | 12 | 15.0k | 😼 优雅地使用基于 clash/mihomo 的代理环境 |
📡 数据来源：GitHub Trending | 由 Hermes AI 自动生成 🤖