📡 数据来源：GitHub Trending | 生成时间：2026-10-09 19:11
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 | 7738 | 🔷 Typescript | Reverse engineer anything with agents, from app behavior… |
| 2 | boykopovar/AnyPS5 | 4669 | ⚡ Cpp | Tool for automatic PS5 executables porting to Linux and W… |
| 3 | storytold/artcraft | 2103 | 🦀 Rust | ArtCraft is an intentional crafting engine for artists, d… |
| 4 | mattpocock/skills | 1774 | 🐚 Shell | Skills for Real Engineers. Straight from my .agents direc… |
| 5 | DuarteSantos8/openGym | 1214 | 🟨 Javascript | Self-hosted gym & body-weight tracker — plan routines, lo… |
🔍 今日趋势洞察
- 「Agent Skills」成为新爆发品类：今日 Top 15 中至少 4 个是给 AI 编程 agent 用的技能包/方法论仓库（mattpocock/skills、addyosmani/agent-skills、obra/superpowers、anthropics/knowledge-work-plugins），社区重心正从「造 agent」转向「教 agent 怎么干活」。
- AI 逆向工程开始成规模：榜首 morluto/rea（7738 stars）主打用 agent 逆向 app 行为到原生二进制，NSA 的 ghidra 与 ghidra-mcp 同时上榜，agent + 逆向工具链正在形成一条新赛道。
- 硬核底层工具依然强势：Rust 的 ArtCraft、C 的 raddebugger、C++ 的 typesense 等非 AI 基建项目靠「把一件事做透」拿到可观星标，说明工程类工具的需求稳定且长期。
- 跨平台/游戏方向持续吸量：AnyPS5（把 PS5 可执行文件移植到 Linux/Windows）单日 4669 星，配合 scrcpy 上榜，反映玩家社区打破平台壁垒的诉求非常强烈。
💡 对独立开发者的启发
- 「技能包」是低门槛切入点：与其再做一个 agent 框架，不如把自己擅长的具体工作流（视频制作、代码审查、逆向分析）封装成可分发的 skill，直接蹭上生态红利。
- 垂直加开源能快速获客：openGym（健身记录）、artcraft（手工引擎）这类小而美的自托管工具证明，找准一个具体人群、解决一个具体痛点，就能迅速起量。
- 做「工具的工具」比从零造轮子更快落地：ghidra-mcp、open-code-review 都是给成熟专业软件加一层 AI 外壳，把现成能力与 LLM 缝合，交付速度远胜重写。
- 兼容层背后有真实付费意愿：AnyPS5、scrcpy 的高热度说明「让 A 平台的东西在 B 平台跑」是长期需求，适合做赞助、增值或商业授权模式。
📝 一句话总结
今日 GitHub 的风向很清晰：社区不再忙着造 agent，而是忙着给 agent 装「技能」，同时 AI 逆向工程与跨平台移植各成一派。
⚠️ 风险提醒
- Skills 类仓库同质化严重，多为个人方法论，普遍缺乏测试与版本维护，今天上榜明天就可能弃坑，不适合当稳定依赖。
- AI 逆向/破解类项目（rea、ghidra-mcp、PS5 移植）处在版权与法律灰区，商用或二次分发前务必评估合规风险。
- 单日暴增的明星项目（如 rea 的 7.7k 星）常伴随炒作甚至刷星，热度不等于工程质量，选型前先看提交历史与 issue 响应速度。
- 自托管工具（openGym 等）在数据安全、备份与合规上通常弱于成熟商业方案，敏感数据别直接往自建实例里灌。
🎯 今日可重点关注方向
- 研究 mattpocock/skills 与 addyosmani/agent-skills 的目录结构，把团队内部最佳实践沉淀成可复用的 agent skill。
- 关注 morluto/rea 加 ghidra-mcp 的 agent 逆向工作流，评估其用于安全审计与漏洞分析的可行性。
- 试用 alibaba/open-code-review 的「确定性流水线 + LLM Agent」混合代码审查架构，看能否接入自己的 CI。
- 评估 AnyPS5 与 scrcpy 的跨平台方案，理解兼容层与投屏控制的技术实现，寻找可移植到其他平台的场景。
- 借鉴 artcraft（Rust）与 video-shotcraft（Remotion）的「引擎 + 配方卡」设计，把创意工具做成可组合、可分发的模块。
🐍 Python 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | ayghri/i-have-adhd | 845 | 56.0k | A skill to stop your coding agent from burying the answer. ADHD-friendly output. |
| 2 | anthropics/knowledge-work-plugins | 392 | 27.9k | Open source repository of plugins primarily intended for knowledge workers to… |
| 3 | hugohe3/ppt-master | 308 | 58.5k | AI turns documents or topics into real, native PowerPoint decks—with native s… |
| 4 | bojieli/ai-agent-book | 238 | 53.1k | 《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码 |
| 5 | datawhalechina/hello-agents | 193 | 82.2k | 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程 |
| 6 | Tencent-Hunyuan/Hy-MT2 | 147 | 1.2k | |
| 7 | unslothai/unsloth | 140 | 77.6k | Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen… |
| 8 | K-Dense-AI/scientific-agent-skills | 134 | 48.1k | Turn any AI agent into an AI Scientist. The #1 Agent Skills library for scien… |
| 9 | headroomlabs-ai/headroom | 120 | 74.8k | Compress tool outputs, logs, files, and RAG chunks before they reach the LLM…. |
| 10 | Robbyant/lingbot-map | 109 | 17.5k | [ECCV 2026 Best Paper Award Candidate] LingBot-Map: Geometric Context Transfo… |
⚙️ C 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | EpicGames/raddebugger | 279 | 8.2k | A native, user-mode, multi-process, graphical debugger. |
| 2 | Genymobile/scrcpy | 202 | 151.7k | Display and control your Android device |
| 3 | DeusData/codebase-memory-mcp | 178 | 46.2k | High-performance code intelligence MCP server. Indexes codebases into a persi… |
| 4 | obsproject/obs-studio | 62 | 77.2k | OBS Studio - Free and open source software for live streaming and screen reco… |
| 5 | WeebLabs/DSPi | 38 | 1.3k | A fully featured audio DSP firmware for the Raspberry Pi Pico (RP2040) and Pi… |
| 6 | microsoft/PowerToys | 29 | 139.1k | Microsoft PowerToys is a collection of utilities that supercharge productivit… |
| 7 | InterceptSuite/ProxyBridge | 21 | 6.6k | Proxifier Alternative to redirect any Windows/MacOS/Linux TCP and UDP traffic… |
| 8 | containers/bubblewrap | 20 | 9.0k | Low-level unprivileged sandboxing tool used by Flatpak and similar projects |
| 9 | lvgl/lvgl | 15 | 24.8k | LVGL is a free, full-featured embedded UI library for devices from small MCUs… |
| 10 | zephyrproject-rtos/zephyr | 12 | 16.7k | Primary Git Repository for the Zephyr Project. Zephyr is a new generation, sc… |
🔵 Go 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | docker/docker-agent | 766 | 4.3k | AI Agent Builder and Runtime by Docker Engineering |
| 2 | alibaba/open-code-review | 323 | 44.8k | Secure, fast, efficient, battle-tested at Alibaba’s scale. Hybrid architectur… |
| 3 | Tencent/WeKnora | 220 | 32.8k | Open-source LLM knowledge platform: turn raw documents into a queryable RAG,… |
| 4 | ollama/ollama | 128 | 182.5k | Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma an… |
| 5 | multica-ai/multica | 118 | 52.3k | Make humans and AI agents work as one team — open-source and self-hostable. |
| 6 | QuantumNous/new-api | 93 | 49.5k | A unified AI model hub for aggregation & distribution. It supports cross-conv… |
| 7 | Wei-Shaw/sub2api | 90 | 43.6k | 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。 |
| 8 | infiniflow/ragflow | 81 | 91.9k | RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine… |
| 9 | MHSanaei/3x-ui | 81 | 47.7k | Supporting multi-protocol multi-user(Vmess, Vless, Trojan, ShadowSocks, Wireg… |
| 10 | vxcontrol/pentagi | 56 | 25.4k | Fully autonomous AI Agents system capable of performing complex penetration t… |
🦀 Rust 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | storytold/artcraft | 2103 | 9.6k | ArtCraft is an intentional crafting engine for artists, designers, and filmma… |
| 2 | farion1231/cc-switch | 640 | 141.8k | A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCod… |
| 3 | openai/codex | 214 | 128.3k | Lightweight coding agent that runs in your terminal |
| 4 | microsoft/mxc | 135 | 2.0k | Policy-driven, layered isolation and containment |
| 5 | vercel-labs/agent-browser | 69 | 43.7k | Browser automation CLI for AI agents |
| 6 | jdx/mise | 47 | 34.8k | dev tools, env vars, task runner |
☕ Java 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | NationalSecurityAgency/ghidra | 374 | 81.9k | Ghidra is a software reverse engineering (SRE) framework |
| 2 | bethington/ghidra-mcp | 167 | 5.1k | Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI pl… |
| 3 | zhukunpenglinyutong/jetbrains-cc-gui | 29 | 6.9k | Jetbrains Claude Code and Codex GUI Plugin |
| 4 | ashishps1/awesome-low-level-design | 27 | 27.3k | Learn Low Level Design (LLD) and prepare for interviews using free resources. |
| 5 | YunaiV/ruoyi-vue-pro | 22 | 39.6k | 🔥 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 | ZCShou/GoGoGo | 20 | 11.5k | 一个基于 Android 调试 API + 百度地图实现的虚拟定位工具，并且同时实现了一个可以自由移动的摇杆 |
| 7 | Leclowndu93150/Thaumaturge | 17 | 123 | |
| 8 | nageoffer/ragent | 16 | 4.2k | 企业级 Agentic RAG 智能体 - 全链路覆盖文档解析、多路检索、意图识别、问题重写、会话记忆、MCP 工具调用与深度思考。面向真实业务场景，从… |
| 9 | jeecgboot/JeecgBoot | 12 | 48.1k | 【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… |
| 10 | apache/doris | 7 | 16.0k | Apache Doris is a real-time analytics and hybrid search database for AI agents. |
🟨 Javascript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | tt-a1i/archify | 1220 | 80.8k | Turn any idea, plan, or codebase into a beautiful interactive diagram. An age… |
| 2 | DuarteSantos8/openGym | 1214 | 8.3k | Self-hosted gym & body-weight tracker — plan routines, log workouts (superset… |
| 3 | addyosmani/agent-skills | 751 | 103.6k | Production-grade engineering skills for AI coding agents. |
| 4 | cloudflare/security-audit-skill | 708 | 26.8k | A coding-agent skill for multi-phase security audits with independently verif… |
| 5 | Anil-matcha/Open-Generative-AI | 75 | 29.9k | Unrestricted Open-source alternative to AI video platforms — Free AI image &… |
| 6 | liyupi/ai-guide | 61 | 20.9k | 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… |
| 7 | Snailclimb/JavaGuide | 33 | 158.9k | Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发 |
| 8 | aunetx/blur-my-shell | 22 | 2.3k | Extension that adds a blur look to different parts of the GNOME Shell, includ… |
| 9 | chaolucky18/xuexitongScript | 22 | 2.8k | 学习通自动刷课脚本 |
| 10 | songquanpeng/one-api | 14 | 37.1k | LLM API 管理 & 分发系统，支持 OpenAI、Azure、Anthropic Claude、Google Gemini、DeepSeek、字节豆… |
🔷 Typescript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | morluto/rea | 7738 | 34.0k | Reverse engineer anything with agents, from app behavior down to native binar… |
| 2 | thedotmack/claude-mem | 670 | 98.8k | Persistent Context Across Sessions for Every Agent – Captures everything your… |
| 3 | thesysdev/openui | 363 | 10.5k | The Open Standard for Generative UI |
| 4 | Vincentwei1021/video-shotcraft | 241 | 11.0k | AI video skill for Claude Code & Codex — cinematic product videos with Remoti… |
| 5 | PurpleDoubleD/locally-uncensored | 70 | 2.1k | The all-in-one local AI studio for your desktop: chat, image and video genera… |
| 6 | ibelick/ui-skills | 47 | 9.5k | Skills for Design Engineers |
| 7 | VERT-sh/VERT | 45 | 15.8k | The next-generation file converter. Open source, fully local* and free forever. |
| 8 | cartesiancs/map3d | 27 | 2.6k | 🗺️ Generate City 3D map with R3F. Include building and road information. |
| 9 | alsk1992/CloddsBot | 27 | 2.9k | Open Source AI trading agent that operates autonomously across 1000+ markets… |
| 10 | apify/crawlee | 26 | 26.1k | Crawlee—A web scraping and browser automation library for Node.js to build re… |
🐚 Shell 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | mattpocock/skills | 1774 | 281.9k | Skills for Real Engineers. Straight from my .agents directory. |
| 2 | obra/superpowers | 397 | 296.7k | An agentic skills framework & software development methodology that works. |
| 3 | kunchenguid/firstmate | 49 | 7.7k | Talk to one agent. Ship with a crew. |
| 4 | expo/skills | 15 | 2.7k | A collection of AI agent skills for working with Expo projects and Expo Appli… |
| 5 | youngyangyang04/leetcode-master | 8 | 62.6k | 《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Pytho… |
| 6 | google/oss-fuzz | 8 | 12.7k | OSS-Fuzz - continuous fuzzing for open source software. |
| 7 | nyldn/claude-octopus | 7 | 4.2k | Run multiple AI models against the same research, design, or coding task. Sur… |
| 8 | nelvko/clash-for-linux-install | 7 | 15.0k | 😼 优雅地使用基于 clash/mihomo 的代理环境 |
| 9 | 233boy/sing-box | 5 | 4.8k | 最好用的 sing-box 一键安装脚本 & 管理脚本，自动创建 REALITY 协议；支持 TUIC，Trojan，Hysteria2 等所有常见的协议 |
| 10 | conda-forge/miniforge | 4 | 10.2k | A conda-forge distribution. |
⚡ Cpp 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | boykopovar/AnyPS5 | 4669 | 18.5k | Tool for automatic PS5 executables porting to Linux and Windows |
| 2 | typesense/typesense | 165 | 26.8k | Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternativ… |
| 3 | k4yt3x/video2x | 55 | 22.1k | A machine learning-based video super resolution and frame interpolation frame… |
| 4 | FreeCAD/FreeCAD | 50 | 34.1k | Official source code of FreeCAD, a free and opensource multiplatform 3D param… |
| 5 | justcallmekoko/ESP32Marauder | 50 | 12.7k | A suite of WiFi/Bluetooth offensive and defensive tools for the ESP32 |
| 6 | 78/xiaozhi-esp32 | 42 | 30.6k | An MCP-based chatbot | 一个基于MCP的聊天机器人 |
| 7 | DamRsn/NeuralNote | 27 | 3.1k | Audio Plugin for Audio to MIDI transcription using deep learning. |
| 8 | kvcache-ai/Mooncake | 10 | 6.7k | Mooncake is the serving platform for Kimi, a leading LLM service provided by… |
| 9 | wolfpld/tracy | 8 | 16.9k | Frame profiler |
| 10 | google/perfetto | 7 | 6.6k | Production-grade client-side tracing, profiling, and analysis for complex sof… |
📡 数据来源：GitHub Trending | 由 Hermes AI 自动生成 🤖