📡 数据来源：GitHub Trending | 生成时间：2026-10-14 19:11
共收录 127 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 | 41187 | 🔷 Typescript | Reverse engineer anything with agents, from app behavior… |
| 2 | debpalash/VoiceStudio | 3547 | 🐍 Python | VoiceStudio is the open-source, fully-local ElevenLabs al… |
| 3 | vxcontrol/pentagi | 1819 | 🔵 Go | Fully autonomous AI Agents system capable of performing c… |
| 4 | mattpocock/skills | 1721 | 🐚 Shell | Skills for Real Engineers. Straight from my .agents direc… |
| 5 | bilawalsidhu/gods-eye-view | 1667 | 🟨 Javascript | A spy satellite simulator in your browser, except the dat… |
🔍 今日趋势洞察
- 今天最大的信号是 morluto/rea 单日暴涨 4.1 万 star，是第 2 名的十倍以上——把 Agent 接到「逆向工程」这种具体工程动作上，正在取代通用聊天界面成为流量入口。
- Top 5 里有三个是把 Agent 塞进专业垂直场景：逆向工程（rea）、渗透测试（pentagi）、语音克隆（VoiceStudio）。趋势不是「更强的模型」，而是「把模型接进具体工作台」。
- 完全本地化依然是硬卖点：VoiceStudio 主打 fully-local 的 ElevenLabs 替代，说明在语音这类隐私敏感场景里，「数据不出本机」已经从加分项变成购买理由。
- mattpocock/skills 上榜说明「Agent Skills / 配置即能力包」正在变成一种可分发的内容格式——大家开始互相抄配置，而不只是抄代码。
💡 对独立开发者的启发
- 别再堆通用 AI 壳子。今天涨得最猛的都是「垂直场景 + 明确交付物」：能跑通逆向、能出渗透报告、能克隆声音，比多接几个模型更能留住付费用户。
- 本地优先等于差异化定价权。独立开发者在云端算力上打不起价格战，但「数据不出本机」这条线大厂短期不会主动让出来，VoiceStudio 就是现成样板。
- 把自己的技能目录 / Agent 配置整理成公开仓库（像 mattpocock/skills），是最低成本的获客渠道，而且这个领域还没有赢家，谁先立规矩谁被引用。
- 可视化仍是流量密码。gods-eye-view 用真实开放数据加 3D 地球做出「原来数据长这样」的震撼感，公开数据成本低、传播性好，适合独立开发者做冷启动。
📝 一句话总结
今天的 GitHub 属于「能干活的专业 Agent」——把模型接进逆向、渗透、语音这些具体工作台，比再做一个通用聊天界面值钱得多。
⚠️ 风险提醒
- 单日 4 万 star 通常伴随话题性传播，star 增速不能当技术质量指标——跟风复刻之前先看代码质量和实际可用性。
- 逆向工程（rea）和自主渗透测试（pentagi）都踩在法律灰区，对未授权目标使用可能直接违法，自行部署前务必确认授权范围与当地法规。
- 语音克隆开源扩散后，声纹伪造和诈骗音频的门槛大幅降低；做语音产品要提前考虑水印、声纹授权和合规审计。
- 自主 Agent 的权限放大问题被普遍低估：让 Agent 自动执行渗透或逆向，一旦判断失误，破坏面远比人工操作大，必须加沙箱与白名单。
🎯 今日可重点关注方向
- 拆解 morluto/rea 的 Agent 工作流（任务拆解 + 工具调用 + 结果校验），把这套骨架移植到自己的垂直场景。
- 跑通一条本地推理链路：开源 TTS / Whisper + 量化模型，评估无网络环境下能交付什么语音产品。
- 整理一份自己的「技能包」仓库（prompt、脚本、配置），当作个人技术品牌的最低成本曝光位。
- 用公开数据（卫星影像、GIS、统计开放数据）做一个浏览器端可视化 Demo，验证「数据震撼感」这条传播路径。
- 给 Agent 加上最小权限与沙箱：先跑通审计日志加白名单，再考虑放开自动执行。
🟨 Javascript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | bilawalsidhu/gods-eye-view | 1667 | 56.1k | A spy satellite simulator in your browser, except the data is real. Live open… |
| 2 | hmjz100/LinkSwift | 532 | 22.1k | 一个基于 JavaScript 的网盘文件下载地址获取工具。基于【网盘直链下载助手】修改 ，支持 百度网盘 / 阿里云盘 / 中国移动云盘 / 天翼云盘… |
| 3 | react/react | 210 | 251.2k | The library for web and native user interfaces. |
| 4 | coreyhaines31/marketingskills | 191 | 54.7k | Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analyt… |
| 5 | plugin87/ux-ui-agent-skills | 83 | 1.7k | Turn Claude into a senior design architect: DTCG tokens, 52 components, WCAG… |
| 6 | github/awesome-copilot | 37 | 40.0k | Community-contributed instructions, agents, skills, and configurations to hel… |
| 7 | jquery/jquery | 36 | 59.9k | jQuery JavaScript Library |
| 8 | sandeco/reversa | 15 | 1.7k | Transform legacy systems into executable specifications for AI coding agents |
⚙️ C 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | redis/redis | 66 | 76.8k | For developers, who are building real-time data-driven applications, Redis is… |
| 2 | ventoy/Ventoy | 62 | 80.0k | A new bootable USB solution. |
| 3 | opa334/Dopamine | 26 | 6.9k | Dopamine is a semi-untethered jailbreak for iOS 15 to 26(.0.1) |
| 4 | sp00nznet/xboxrecomp | 19 | 203 | Turn any Xbox game binary into a native Windows executable. No emulation. No… |
| 5 | sp00nznet/ps3recomp | 16 | 417 | Static recompilation runtime libraries for PlayStation 3 titles. |
| 6 | Cyan4973/xxHash | 14 | 11.3k | Extremely fast non-cryptographic hash algorithm |
| 7 | jqlang/jq | 13 | 35.8k | Command-line JSON processor |
| 8 | HarbourMasters/PaperBoat | 7 | 467 | Paper Mario 64 port based on the Paper Mario DX decompilation |
| 9 | facebook/zstd | 6 | 28.0k | Zstandard - Fast real-time compression algorithm |
| 10 | FreeRTOS/FreeRTOS-Kernel | 5 | 4.6k | FreeRTOS kernel files only, submoduled into https://github.com/FreeRTOS/FreeR … |
☕ Java 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | NationalSecurityAgency/ghidra | 1550 | 86.8k | Ghidra is a software reverse engineering (SRE) framework |
| 2 | krahets/hello-algo | 68 | 130.7k | 《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… |
| 3 | spring-projects/spring-boot | 44 | 81.6k | Spring Boot helps you to create Spring-powered, production-grade applications… |
| 4 | YunaiV/ruoyi-vue-pro | 35 | 39.8k | 🔥 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 | iBotPeaches/Apktool | 34 | 25.9k | A tool for reverse engineering Android apk files |
| 6 | skylot/jadx | 32 | 50.9k | Dex to Java decompiler |
| 7 | elastic/elasticsearch | 29 | 78.3k | Free and Open Source, Distributed, RESTful Search Engine |
| 8 | zhukunpenglinyutong/jetbrains-cc-gui | 22 | 7.0k | Jetbrains Claude Code and Codex GUI Plugin |
| 9 | keycloak/keycloak | 17 | 37.3k | Open Source Identity and Access Management For Modern Applications and Services |
| 10 | conductor-oss/conductor | 15 | 32.3k | Conductor is an event driven agentic workflow engine providing durable and hi… |
🔵 Go 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | vxcontrol/pentagi | 1819 | 28.7k | Fully autonomous AI Agents system capable of performing complex penetration t… |
| 2 | JuliusBrussee/caveman | 325 | 111.6k | 🪨 why use many token when few token do trick. Viral skill + proxy for coding… |
| 3 | Tencent/WeKnora | 251 | 33.9k | Open-source LLM knowledge platform: turn raw documents into a queryable RAG,… |
| 4 | golang/go | 146 | 139.4k | The Go programming language |
| 5 | agent-substrate/substrate | 106 | 5.1k | Agent Substrate: the core system |
| 6 | Armur-Ai/Pentest-Swarm-AI | 83 | 3.0k | Autonomous penetration testing using a swarm of AI agents. Orchestrates recon… |
| 7 | TecharoHQ/anubis | 65 | 23.4k | Weighs the soul of incoming HTTP requests to stop AI crawlers |
| 8 | kubernetes/kubernetes | 55 | 128.3k | Production-Grade Container Scheduling and Management |
| 9 | google/agentmesh | 44 | 1.0k | Agent Mesh |
| 10 | razorpay/slashdocs | 42 | 277 | Give your agents the power to publish reviewable HTML documents. Self-hosted… |
🐍 Python 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | debpalash/VoiceStudio | 3547 | 64.8k | VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cl… |
| 2 | ifixai-ai/iFixAi | 2143 | 26.5k | Independent Auditing of AI Agents. Run by human or the agent itself, to answe… |
| 3 | Alishahryar1/free-claude-code | 1461 | 60.4k | Use Claude Code, Codex, VSCode, Pi, and OpenCode (and 6 other harnesses) for… |
| 4 | MakazhanAlpamys/Soup | 281 | 8.9k | Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB la… |
| 5 | p-e-w/heretic | 208 | 35.2k | Fully automatic censorship removal for language models |
| 6 | anthropics/claude-plugins-official | 158 | 37.9k | Official, Anthropic-managed directory of high quality Claude Code Plugins. |
| 7 | home-assistant/core | 154 | 91.6k | 🏡 Open source home automation that puts local control and privacy first. |
| 8 | K-Dense-AI/scientific-agent-skills | 146 | 48.8k | Turn any AI agent into an AI Scientist. The #1 Agent Skills library for scien… |
| 9 | jamiepine/voicebox | 144 | 57.4k | The open-source AI voice studio. Clone, dictate, create. |
| 10 | python/cpython | 127 | 77.7k | The Python programming language |
🦀 Rust 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | storytold/artcraft | 3172 | 26.9k | ArtCraft is an intentional crafting engine for artists, designers, and filmma… |
| 2 | t8y2/dbx | 348 | 26.6k | 25 MB lightweight cross-platform database client for 100+ databases, includin… |
| 3 | ruvnet/RuView | 261 | 97.9k | π RuView turns commodity WiFi signals into real-time spatial intelligence, vi… |
| 4 | rust-lang/rust | 205 | 120.0k | Empowering everyone to build reliable and efficient software. |
| 5 | openai/codex | 204 | 129.2k | Lightweight coding agent that runs in your terminal |
| 6 | astral-sh/uv | 88 | 90.8k | An extremely fast Python package and project manager, written in Rust. |
| 7 | vosen/ZLUDA | 72 | 15.0k | CUDA on non-NVIDIA GPUs |
| 8 | tauri-apps/tauri | 64 | 111.9k | Build smaller, faster, and more secure desktop and mobile applications with a… |
| 9 | lbjlaq/Antigravity-Manager | 59 | 32.2k | Professional Antigravity Account Manager & Switcher. One-click seamless accou… |
| 10 | astral-sh/ruff | 54 | 50.1k | An extremely fast Python linter and code formatter, written in Rust. |
🐚 Shell 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | mattpocock/skills | 1721 | 290.4k | Skills for Real Engineers. Straight from my .agents directory. |
| 2 | obra/superpowers | 516 | 298.9k | An agentic skills framework & software development methodology that works. |
| 3 | msitarzewski/agency-agents | 438 | 160.0k | A complete AI agency at your fingertips - From frontend wizards to Reddit com… |
| 4 | Donchitos/Claude-Code-Game-Studios | 80 | 26.4k | Turn Claude Code into a full game dev studio — 49 AI agents, 72 workflow skil… |
| 5 | ohmyzsh/ohmyzsh | 56 | 190.1k | 🙃 A delightful community-driven (with 2,500+ contributors) framework for mana… |
| 6 | deanpeters/Product-Manager-Skills | 52 | 7.4k | Product Management skills framework built on battle-tested methods for Claude… |
| 7 | nvm-sh/nvm | 45 | 95.4k | Node Version Manager - POSIX-compliant bash script to manage multiple active… |
| 8 | expo/skills | 35 | 2.8k | A collection of AI agent skills for working with Expo projects and Expo Appli… |
| 9 | SimoneAvogadro/android-reverse-engineering-skill | 29 | 8.1k | Claude Code skill to support Android app’s reverse engineering |
| 10 | wondelai/skills | 19 | 2.4k | Wondel.ai Agent Skills — Business, Marketing, UX & Coding Frameworks from Bes… |
⚡ Cpp 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | microsoft/BitNet | 333 | 41.1k | Official inference framework for 1-bit LLMs |
| 2 | 78/xiaozhi-esp32 | 163 | 31.0k | An MCP-based chatbot | 一个基于MCP的聊天机器人 |
| 3 | ggml-org/llama.cpp | 163 | 131.1k | LLM inference in C/C++ |
| 4 | tensorflow/tensorflow | 85 | 201.0k | An Open Source Machine Learning Framework for Everyone |
| 5 | WerWolv/ImHex | 54 | 55.2k | 🔍 A Hex Editor for Reverse Engineers, Programmers and people who value their… |
| 6 | geo-tp/ESP32-Bit-Pirate | 54 | 6.0k | A Hardware Hacking Tool with Web-Based CLI That Speaks Every Protocol |
| 7 | Fincept-Corporation/FinceptTerminal | 40 | 32.5k | FinceptTerminal is a modern finance application offering advanced market anal… |
| 8 | ran-j/PS2Recomp | 28 | 3.4k | Playstation 2 Static Recompiler & Runtime Tool to make native PC ports |
| 9 | pichenettes/eurorack | 25 | 3.3k | Eurorack modules |
| 10 | colmap/colmap | 23 | 12.9k | COLMAP - Structure-from-Motion and Multi-View Stereo |
🔷 Typescript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | morluto/rea | 41187 | 225.2k | Reverse engineer anything with agents, from app behavior down to native binar… |
| 2 | stablyai/orca | 962 | 92.0k | Orca is the ADE for working with a fleet of parallel agents. Run any coding a… |
| 3 | mksglu/context-mode | 946 | 28.7k | Context window optimization for AI coding agents. Sandboxes tool output (98%… |
| 4 | heygen-com/hyperframes | 873 | 63.2k | Write HTML. Render video. Built for agents. |
| 5 | vercel-labs/skills | 732 | 34.8k | The open agent skills tool - npx skills |
| 6 | anomalyco/opencode | 341 | 213.4k | The open source coding agent. |
| 7 | OpenCut-app/OpenCut | 296 | 94.2k | The open-source CapCut alternative |
| 8 | apify/apify-mcp-server | 200 | 11.1k | The Apify MCP server enables your AI agents to extract data from social media… |
| 9 | Crosstalk-Solutions/project-nomad | 179 | 40.0k | Project NOMAD is an offline-first knowledge and education server. Wikipedia,… |
| 10 | microsoft/vscode | 158 | 193.8k | Visual Studio Code |
📡 数据来源：GitHub Trending | 由 Hermes AI 自动生成 🤖