📡 数据来源：GitHub Trending | 生成时间：2026-10-10 19:31
共收录 125 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 | 25784 | 🔷 Typescript | Reverse engineer anything with agents, from app behavior… |
| 2 | boykopovar/AnyPS5 | 5831 | ⚡ Cpp | Tool for automatic PS5 executables porting to Linux and W… |
| 3 | storytold/artcraft | 3217 | 🦀 Rust | ArtCraft is an intentional crafting engine for artists, d… |
| 4 | mattpocock/skills | 1737 | 🐚 Shell | Skills for Real Engineers. Straight from my .agents direc… |
| 5 | tt-a1i/archify | 1358 | 🟨 Javascript | Turn any idea, plan, or codebase into a beautiful interac… |
🔍 今日趋势洞察
- Agent Skill 成了今天最大的风口：Top5 里 rea（逆向工程 Agent）、mattpocock/skills（工程师技能集）、archify（把想法/代码库转成交互式图表）三席都是「给 Agent 用的技能/工具」，规模从个人 .agents 目录到跨 Claude Code/Codex 的通用技能，说明生态正从「比模型」转向「比 Skills 装配」。
- morluto/rea 一天涨 2.5 万星、甩开第二名近 5 倍，方向是「用 Agent 逆向任意东西：从应用行为一直到原生二进制」——把 AI 从写代码推向读懂并拆解黑盒，安全和逆向圈被彻底点燃。
- 底层系统与逆向工具同日回暖：AnyPS5（一键把 PS5 可执行文件移植到 Linux/Windows）与 rea 同台，说明「Agent + 系统级/二进制工具链」开始互相成就，而不是只停留在 Web CRUD。
- 创作工具用 Rust 重写正在成为默认选择：artcraft 面向艺术家/设计师/电影人的创作引擎选 Rust，配合 archify 的交互式可视化，反映出「性能敏感 + 跨平台分发」的桌面工具是当下独立开发者的高价值赛道。
💡 对独立开发者的启发
- 优先做「Agent 的配件」而不是「Agent 的替代品」：今天的榜单说明，把某个垂直场景包装成 Skill / MCP 工具（技能包、图表生成、逆向辅助）就能被 Claude Code、Codex 等主流宿主直接分发，获客成本极低。
- 把「需要人工读文档、翻代码、画图」的重复劳动做成一个可复用 Skill：archify 把「想法→交互式图表」这一件小事做到极致就登榜，独立开发者完全可以复刻这种「单点极致」策略。
- 工具类产品选 Rust 或 Go 做核心，把订阅点放在「省时间」而不只是「省 token」：artcraft 用 Rust 换性能与跨平台，付费理由清晰。
- 做逆向/兼容层这类「灰色但刚需」的方向要走得稳：AnyPS5 这类项目容易因为版权和厂商 DMCA 快速下架，若要商业化请提前准备合规话术与替代方案（如自研引擎、格式转换）。
📝 一句话总结
今天 GitHub 的关键词是「Agent 的技能化」：逆向工程、技能集、图表生成三席登榜，Agent 竞赛的主战场已从模型能力转向谁能装配出最实用的 Skills。
⚠️ 风险提醒
- Agent Skill 生态尚无统一标准，Anthropic（Claude Code）、OpenAI（Codex）、各家 MCP 实现的技能格式与调用约定仍在打架，今天押注单一宿主，明天可能就要重写一遍适配层。
- 逆向工程与主机移植类项目（rea、AnyPS5）法律风险高：涉及 DRM 绕过与厂商知识产权，容易触发 DMCA 下架甚至诉讼，不要把它当作可长期运营的商业基本盘。
- Skills 类仓库星标水分较大：mattpocock/skills 这类「个人 .agents 目录导出」的仓库，热度更多来自作者影响力而非可复用性，跟风 fork 前先确认是否真的省事。
- AI 生成的图表/可视化（archify）在生产环境要人工复核：自动生成的架构图容易「画得漂亮但逻辑错误」，直接用于对外文档或技术决策会埋坑。
🎯 今日可重点关注方向
- 通读 morluto/rea 的 Agent 工作流设计，提炼「让 Agent 读懂陌生代码库/二进制」的提示与工具编排套路，看能否迁移到自己的调试与审计场景。
- 把自己手里最高频的一个重复操作（日志分析、接口联调、字段映射）做成一个 Skill/MCP 工具，发布到 GitHub + Claude Code/Codex 技能市场试水。
- 参考 archify 的「想法/计划/代码库 → 交互式图表」路径，评估在团队内部文档、Code Review 辅助上做同类轻量工具的可能性。
- 关注 AnyPS5 的技术实现（二进制转译/兼容层），即使不做主机移植，其指令翻译与兼容 shim 思路对跨平台工具开发也有借鉴价值。
- 用 Rust 或 Go 起一个本地优先（local-first）的创作者工具原型，验证「性能 + 隐私不上云」是不是比纯 Web SaaS 更容易收到付费。
🔷 Typescript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | morluto/rea | 25784 | 60.0k | Reverse engineer anything with agents, from app behavior down to native binar… |
| 2 | remotion-dev/remotion | 288 | 63.0k | 🎥 Make videos programmatically with React |
| 3 | anthropics/claude-code | 195 | 150.0k | Claude Code is an agentic coding tool that lives in your terminal, understand… |
| 4 | mksglu/context-mode | 178 | 26.0k | Context window optimization for AI coding agents. Sandboxes tool output (98%… |
| 5 | Vincentwei1021/video-shotcraft | 161 | 11.1k | AI video skill for Claude Code & Codex — cinematic product videos with Remoti… |
| 6 | immich-app/immich | 94 | 115.9k | High performance self-hosted photo and video management solution. |
| 7 | Yeachan-Heo/oh-my-claudecode | 44 | 39.8k | Teams-first Multi-agent orchestration for Claude Code |
| 8 | microsoft/vscode | 43 | 193.5k | Visual Studio Code |
| 9 | zenbu-labs/terminal-browser | 26 | 3.8k | A browser inside your terminal |
| 10 | appwrite/appwrite | 11 | 57.6k | The open-source cloud for agents & devs. Including Auth, Databases, Storage,… |
🟨 Javascript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | tt-a1i/archify | 1358 | 81.5k | Turn any idea, plan, or codebase into a beautiful interactive diagram. An age… |
| 2 | addyosmani/agent-skills | 750 | 104.3k | Production-grade engineering skills for AI coding agents. |
| 3 | Leonxlnx/taste-skill | 320 | 94.3k | Taste-Skill - gives your AI good taste. stops the AI from generating boring,… |
| 4 | freestylefly/awesome-gpt-image-2 | 87 | 34.2k | Prompt as Code | GPT Image 2 / 2.5 提示词与案例库，530+ 个案例、20+ 套工业级模板与可复用 Skills，新增… |
| 5 | vercel/next.js | 79 | 143.1k | The React Framework |
| 6 | greensock/GSAP | 57 | 29.0k | GSAP (GreenSock Animation Platform), a JavaScript animation library for the m… |
| 7 | poteto/hiring-without-whiteboards | 42 | 52.5k | ⭐️ Companies that don’t have a broken hiring process |
| 8 | chinese-poetry/chinese-poetry | 29 | 53.6k | 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,… |
| 9 | chaolucky18/xuexitongScript | 21 | 2.8k | 学习通自动刷课脚本 |
| 10 | mui/material-ui | 19 | 99.2k | Material UI: Comprehensive React component library that implements Google’s M… |
🦀 Rust 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | storytold/artcraft | 3217 | 12.8k | ArtCraft is an intentional crafting engine for artists, designers, and filmma… |
| 2 | microsoft/mxc | 669 | 2.5k | Policy-driven, layered isolation and containment |
| 3 | GLinnik21/plx-native | 167 | 514 | Fast, unofficial Plex client for LG webOS TVs — native 60 fps UI, 4K HEVC/Dol… |
| 4 | HakanSeven12/OpenCADStudio | 90 | 2.7k | A CAD application built with Rust — 2D/3D drawing, DWG/DXF support, and GPU-a… |
| 5 | bevyengine/bevy | 76 | 48.8k | A refreshingly simple data-driven game engine built in Rust |
| 6 | denoland/deno | 57 | 108.7k | A modern runtime for JavaScript and TypeScript. |
| 7 | BrandonKowalski/slot | 19 | 91 | A bespoke, Game Boy-centric CFW for the RG SP. |
⚡ Cpp 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | boykopovar/AnyPS5 | 5831 | 24.3k | Tool for automatic PS5 executables porting to Linux and Windows |
| 2 | typesense/typesense | 173 | 26.8k | Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternativ… |
| 3 | duckdb/duckdb | 76 | 42.1k | DuckDB is an analytical in-process SQL database management system |
| 4 | duckdb/ducklake | 72 | 3.3k | DuckLake is an integrated data lake and catalog format |
| 5 | shadps4-emu/shadPS4 | 65 | 33.3k | PlayStation 4 emulator for Windows, Linux, macOS and FreeBSD written in C++ |
| 6 | k4yt3x/video2x | 56 | 22.1k | A machine learning-based video super resolution and frame interpolation frame… |
| 7 | leejet/stable-diffusion.cpp | 44 | 7.6k | Diffusion model(SD,Flux,Wan,Qwen Image,Z-Image,…) inference in pure C/C++ |
| 8 | harry7557558/spirula-studio | 31 | 1.6k | Cross-vendor 3D Gaussian Splatting trainer - video to splat to mesh, Vulkan o… |
| 9 | google-deepmind/mujoco | 28 | 15.6k | Multi-Joint dynamics with Contact. A general purpose physics simulator. |
| 10 | tensorflow/tensorflow | 24 | 200.6k | An Open Source Machine Learning Framework for Everyone |
⚙️ C 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | EpicGames/raddebugger | 223 | 8.3k | A native, user-mode, multi-process, graphical debugger. |
| 2 | obsproject/obs-studio | 56 | 77.2k | OBS Studio - Free and open source software for live streaming and screen reco… |
| 3 | ventoy/Ventoy | 55 | 79.9k | A new bootable USB solution. |
| 4 | redis/redis | 48 | 76.7k | For developers, who are building real-time data-driven applications, Redis is… |
| 5 | InterceptSuite/ProxyBridge | 31 | 6.7k | Proxifier Alternative to redirect any Windows/MacOS/Linux TCP and UDP traffic… |
| 6 | lvgl/lvgl | 18 | 24.8k | LVGL is a free, full-featured embedded UI library for devices from small MCUs… |
| 7 | zephyrproject-rtos/zephyr | 15 | 16.7k | Primary Git Repository for the Zephyr Project. Zephyr is a new generation, sc… |
| 8 | kingToolbox/WindTerm | 14 | 32.4k | A professional cross-platform SSH/Sftp/Shell/Telnet/Tmux/Serial terminal. |
| 9 | espressif/esp-idf | 12 | 19.2k | Espressif IoT Development Framework. Official development framework for Espre… |
| 10 | reactos/reactos | 9 | 18.2k | A free Windows-compatible Operating System |
☕ Java 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | NationalSecurityAgency/ghidra | 273 | 82.4k | Ghidra is a software reverse engineering (SRE) framework |
| 2 | bethington/ghidra-mcp | 260 | 5.3k | Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI pl… |
| 3 | LaurieWired/GhidraMCP | 80 | 10.9k | MCP Server for Ghidra |
| 4 | ReactiveX/RxJava | 68 | 48.3k | RxJava – Reactive Extensions for the JVM – a library for composing asynchrono… |
| 5 | libgdx/libgdx | 37 | 25.5k | Desktop/Android/HTML5/iOS Java game development framework |
| 6 | zhukunpenglinyutong/jetbrains-cc-gui | 31 | 6.9k | Jetbrains Claude Code and Codex GUI Plugin |
| 7 | skylot/jadx | 29 | 50.8k | Dex to Java decompiler |
| 8 | YunaiV/ruoyi-vue-pro | 25 | 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… |
| 9 | ZCShou/GoGoGo | 21 | 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 |
| 10 | dbeaver/dbeaver | 19 | 52.0k | Free universal database tool and SQL client |
🐚 Shell 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | mattpocock/skills | 1737 | 283.6k | Skills for Real Engineers. Straight from my .agents directory. |
| 2 | docker-mailserver/docker-mailserver | 188 | 19.1k | Production-ready fullstack but simple mail server (SMTP, IMAP, LDAP, Antispam… |
| 3 | Donchitos/Claude-Code-Game-Studios | 85 | 26.1k | Turn Claude Code into a full game dev studio — 49 AI agents, 72 workflow skil… |
| 4 | ohmyzsh/ohmyzsh | 18 | 190.1k | 🙃 A delightful community-driven (with 2,500+ contributors) framework for mana… |
| 5 | nvm-sh/nvm | 14 | 95.3k | Node Version Manager - POSIX-compliant bash script to manage multiple active… |
| 6 | mack-a/v2ray-agent | 13 | 22.1k | Xray、Tuic、hysteria2、sing-box 八合一一键脚本 |
| 7 | acmesh-official/acme.sh | 11 | 47.8k | A pure Unix shell script ACME client for SSL / TLS certificate automation |
| 8 | google/oss-fuzz | 10 | 12.7k | OSS-Fuzz - continuous fuzzing for open source software. |
| 9 | SimoneAvogadro/android-reverse-engineering-skill | 5 | 8.0k | Claude Code skill to support Android app’s reverse engineering |
| 10 | ONLYOFFICE/DocumentServer | 3 | 7.0k | ONLYOFFICE Docs is a free collaborative online office suite comprising viewer… |
🔵 Go 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | alibaba/open-code-review | 970 | 45.7k | Secure, fast, efficient, battle-tested at Alibaba’s scale. Hybrid architectur… |
| 2 | Tencent/WeKnora | 217 | 33.0k | Open-source LLM knowledge platform: turn raw documents into a queryable RAG,… |
| 3 | QuantumNous/new-api | 102 | 49.6k | A unified AI model hub for aggregation & distribution. It supports cross-conv… |
| 4 | Wei-Shaw/sub2api | 89 | 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。 |
| 5 | infiniflow/ragflow | 81 | 91.9k | RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine… |
| 6 | charmbracelet/bubbletea | 61 | 45.4k | A powerful little TUI framework 🏗 |
| 7 | vxcontrol/pentagi | 55 | 25.4k | Fully autonomous AI Agents system capable of performing complex penetration t… |
| 8 | kubernetes/kubernetes | 45 | 128.2k | Production-Grade Container Scheduling and Management |
| 9 | golang/go | 30 | 139.2k | The Go programming language |
| 10 | Autumn-27/ScopeSentry | 28 | 1.8k | ScopeSentry-Cyberspace mapping, subdomain enumeration, port scanning, sensiti… |
🐍 Python 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | debpalash/VoiceStudio | 1066 | 56.8k | VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cl… |
| 2 | anthropics/knowledge-work-plugins | 626 | 28.6k | Open source repository of plugins primarily intended for knowledge workers to… |
| 3 | Robbyant/lingbot-map | 392 | 17.9k | [ECCV 2026 Best Paper Award Candidate] LingBot-Map: Geometric Context Transfo… |
| 4 | hugohe3/ppt-master | 372 | 59.0k | AI turns documents or topics into real, native PowerPoint decks—with native s… |
| 5 | microsoft/TRELLIS.2 | 207 | 11.7k | Native and Compact Structured Latents for 3D Generation |
| 6 | datawhalechina/hello-agents | 205 | 82.4k | 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程 |
| 7 | huggingface/transformers | 94 | 167.0k | 🤗 Transformers: the model-definition framework for state-of-the-art machine l… |
| 8 | pytorch/pytorch | 81 | 104.0k | Tensors and Dynamic neural networks in Python with strong GPU acceleration |
| 9 | BitterSecurity/Decepticon | 80 | 5.8k | Autonomous Hacking Agent for Red Team |
| 10 | derv82/wifit3 | 73 | 2.2k | Wifite but USB-only & cross-platform. |
📡 数据来源：GitHub Trending | 由 Hermes AI 自动生成 🤖