📡 数据来源：GitHub Trending | 生成时间：2026-10-13 19:12
共收录 118 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 | 54706 | 🔷 Typescript | Reverse engineer anything with agents, from app behavior… |
| 2 | storytold/artcraft | 4078 | 🦀 Rust | ArtCraft is an intentional crafting engine for artists, d… |
| 3 | vxcontrol/pentagi | 2044 | 🔵 Go | Fully autonomous AI Agents system capable of performing c… |
| 4 | bilawalsidhu/gods-eye-view | 1961 | 🟨 Javascript | A spy satellite simulator in your browser, except the dat… |
| 5 | mattpocock/skills | 1804 | 🐚 Shell | Skills for Real Engineers. Straight from my .agents direc… |
🔍 今日趋势洞察
- 今天榜单的主角不是模型，而是「给 Agent 打配套」：技能包（mattpocock/skills、obra/superpowers、vercel-labs/skills）、上下文压缩（context-mode）、token 省钱（rtk、token-monitor）全挤进前列。热闹点从「谁的模型强」转到「怎么让 agent 更好用、更便宜」。
- Agent 开始啃硬骨头：morluto/rea 做逆向工程，vxcontrol/pentagi 做全自动渗透测试，NSA 的 Ghidra 也被重新顶上来。还说 AI 只能写文案的人该改口了——它已经在往二进制、汇编、安全测试这些深水区钻。
- 本地与隐私优先的替代品成气候：VoiceStudio 是本地版 ElevenLabs，ego-lite 主打把登录态交给自家 agent，token-monitor 是纯本地桌面小组件。用户对云端上传和订阅制的疲劳是真实的。
- Rust 和 Go 稳坐 AI 基础设施的默认语言：artcraft（Rust）、RuView（Rust）、pentagi（Go）、WeKnora（Go）。只要涉及性能敏感或单文件分发，还是这两个，没有出现第三个挑战者。
💡 对独立开发者的启发
- 别再写「又一个 AI 聊天壳」。今天涨星的全是给 agent 补短板的工具——省钱、省上下文、管技能。挑一个具体摩擦点做深，比做大而全的平台容易被看见得多。
- 「本地优先」可以直接当卖点：VoiceStudio 这类本地替代品能上 Trending，说明用户真的在意数据不上云。有云端版本的产品，认真评估一下自托管的空间。
- 把你自己的 skills / 提示词目录做成产品。mattpocock/skills 和 obra/superpowers 都是靠公开自己的 .agents 目录涨的星——你日常在用的那套工作流，整理成可安装的包就是货。
- 成本工具是刚需。rtk 号称给常见命令省 60-90% token，context-mode 说能把工具输出压掉 98%。独立开发者最在意账单，做出可量化的省钱效果，转化率不会差。
📝 一句话总结
今天 GitHub 反复在说同一件事：模型已经不是主角，围绕 Agent 的技能、上下文和 token 成本做文章的项目才是。
⚠️ 风险提醒
- morluto/rea 单日 5.4 万 star、是第二名（4078）的 13 倍，这个量级通常伴随病毒式营销甚至刷星。star 数不能当代码质量的证据，用之前先看 commit 频率、issue 回复和真实可运行性。
- 逆向工程和渗透测试类 agent（rea、pentagi）法律边界很窄：授权范围外使用就是违法，「AI 自己跑的」不构成免责。企业内部用之前先把授权流程走完。
- 省 token / 压缩上下文这类工具基本都靠中间层改写你的请求，处理不当可能把代码片段或密钥送到第三方。接入前看清数据流向，优先选自托管或开源可审计的方案。
- 本地替代品看着省钱，实际成本是显卡、模型更新和自己的维护时间。个人小规模用划算，规模化以后不一定比订阅便宜，先算清楚再投入。
🎯 今日可重点关注方向
- 锁定 AI coding agent 的一个具体摩擦点（上下文爆掉、token 账单、技能管理混乱），只做单一功能的小工具，不要一上来就做平台。
- 把自己的 skills / 提示词 / 脚本目录整理成可安装的包发布，参考 mattpocock/skills 与 vercel-labs/skills 的目录结构，这本身就是低成本获客。
- 做语音、视频或多媒体方向的，认真评估本地模型对云端 API 的替代空间，VoiceStudio 这条路线值得自己走一遍。
- 想进安全赛道就从「辅助分析」切入（恶意样本解读、二进制辅助理解），而不是「全自动攻击」；把授权与合规做进产品里，反而是壁垒。
- 先用 rtk / token-monitor 这类工具量化你自己的实际 token 消耗，找出最贵的几个环节再优化，别凭感觉省钱。
🦀 Rust 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | storytold/artcraft | 4078 | 23.8k | ArtCraft is an intentional crafting engine for artists, designers, and filmma… |
| 2 | ruvnet/RuView | 263 | 97.7k | π RuView turns commodity WiFi signals into real-time spatial intelligence, vi… |
| 3 | 1jehuang/jcode | 161 | 20.6k | High performance coding agent harness written in rust |
| 4 | rtk-ai/rtk | 131 | 83.2k | CLI proxy that reduces LLM token consumption by 60-90% on common dev commands… |
| 5 | HakanSeven12/OpenCADStudio | 96 | 2.9k | A CAD application built with Rust — 2D/3D drawing, DWG/DXF support, and GPU-a… |
| 6 | googleworkspace/cli | 50 | 31.4k | Google Workspace CLI — one command-line tool for Drive, Gmail, Calendar, Shee… |
| 7 | raphaelmansuy/edgequake | 28 | 2.2k | EdegQuake 🌋 High-performance GraphRAG inspired from LightRag written in Rust;… |
🔷 Typescript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | morluto/rea | 54706 | 184.6k | Reverse engineer anything with agents, from app behavior down to native binar… |
| 2 | heygen-com/hyperframes | 831 | 62.2k | Write HTML. Render video. Built for agents. |
| 3 | tashfeenahmed/freellmapi | 548 | 34.4k | 7.4 billion tokens per month. 34 free LLM providers. 635 free model endpoints… |
| 4 | CopilotKit/OpenIntelligentUI | 250 | 3.0k | Open-Source Generative UI Framework |
| 5 | mksglu/context-mode | 246 | 27.7k | Context window optimization for AI coding agents. Sandboxes tool output (98%… |
| 6 | ranxianglei/billion-context | 216 | 1.1k | A context-compression plugin for small context windows (a 100K context is eno… |
| 7 | Crosstalk-Solutions/project-nomad | 213 | 39.8k | Project NOMAD is an offline-first knowledge and education server. Wikipedia,… |
| 8 | apify/apify-mcp-server | 207 | 10.9k | The Apify MCP server enables your AI agents to extract data from social media… |
| 9 | every-app/open-seo | 203 | 23.4k | Open source alternative to Semrush and Ahrefs |
| 10 | vercel-labs/skills | 187 | 34.1k | The open agent skills tool - npx skills |
☕ Java 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | NationalSecurityAgency/ghidra | 1298 | 85.8k | Ghidra is a software reverse engineering (SRE) framework |
| 2 | krahets/hello-algo | 61 | 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… |
| 3 | opendataloader-project/opendataloader-pdf | 56 | 29.7k | PDF Parser for AI-ready data. Automate PDF accessibility. Open-source. |
| 4 | YunaiV/ruoyi-vue-pro | 48 | 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… |
| 5 | iBotPeaches/Apktool | 34 | 25.9k | A tool for reverse engineering Android apk files |
| 6 | skylot/jadx | 33 | 50.9k | Dex to Java decompiler |
| 7 | elastic/elasticsearch | 21 | 78.2k | Free and Open Source, Distributed, RESTful Search Engine |
| 8 | freeok/so-novel | 18 | 8.4k | 小说下载｜网文下载 | 网络小说 |
| 9 | ZCShou/GoGoGo | 17 | 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 | agentscope-ai/agentscope-java | 13 | 6.0k | Build distributed, production-grade, long-running agents. |
⚡ Cpp 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | 78/xiaozhi-esp32 | 168 | 30.9k | An MCP-based chatbot | 一个基于MCP的聊天机器人 |
| 2 | microsoft/BitNet | 97 | 41.1k | Official inference framework for 1-bit LLMs |
| 3 | SethRobinson/Patchy | 34 | 562 | Open-source image editor focused on PSD compatibility and workflows familiar… |
| 4 | MaaAssistantArknights/MaaAssistantArknights | 28 | 23.7k | 《明日方舟》小助手，全日常一键长草！| A one-click tool for the daily tasks of Arknights, suppo… |
| 5 | f3d-app/f3d | 23 | 4.8k | Fast and minimalist 3D viewer. |
| 6 | react/react-native | 21 | 126.7k | A framework for building native applications using React |
| 7 | ran-j/PS2Recomp | 19 | 3.4k | Playstation 2 Static Recompiler & Runtime Tool to make native PC ports |
| 8 | diasurgical/DevilutionX | 9 | 9.8k | Diablo build for modern operating systems |
| 9 | SpriteOvO/AirPodsDesktop | 6 | 3.5k | ☄️ AirPods desktop user experience enhancement program, for Windows and Linux… |
| 10 | scummvm/scummvm | 4 | 2.8k | ScummVM main repository |
⚙️ C 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | willfaust/Madeira | 294 | 2.4k | Run x86-64 Windows PC games on jailed iOS via FEX-Emu + Wine + DXMT |
| 2 | tarwin/tinyjsapp | 72 | 991 | Build native apps in JS. Backend, frontend. ~5Mb. |
| 3 | dorianborian/sesame-robot | 21 | 4.7k | An open and affordable mini quadruped robot based on ESP32. |
| 4 | curl/curl | 21 | 43.2k | A command line tool and library for transferring data with URL syntax, suppor… |
| 5 | pgvector/pgvector | 17 | 23.3k | Open-source vector similarity search for Postgres |
| 6 | rogerbinns/apsw | 14 | 936 | Another Python SQLite wrapper |
| 7 | Zelda64Recomp/Zelda64Recomp | 13 | 7.4k | Static recompilation of Majora’s Mask (and soon Ocarina of Time) for PC (Wind… |
| 8 | Cyan4973/xxHash | 12 | 11.3k | Extremely fast non-cryptographic hash algorithm |
| 9 | cboxdoerfer/fsearch | 10 | 4.5k | A fast file search utility for Unix-like systems based on GTK3 |
| 10 | HarbourMasters/PaperBoat | 8 | 457 | Paper Mario 64 port based on the Paper Mario DX decompilation |
🐍 Python 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | debpalash/VoiceStudio | 1691 | 61.3k | VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cl… |
| 2 | hugohe3/ppt-master | 786 | 61.5k | AI turns documents or topics into real, native PowerPoint decks—with native s… |
| 3 | Alishahryar1/free-claude-code | 626 | 59.8k | Use Claude Code, Codex, VSCode, Pi, and OpenCode (and 6 other harnesses) for… |
| 4 | harry0703/MoneyPrinterTurbo | 404 | 130.4k | 利用 AI 大模型和自动化工作流，根据主题或关键词一键生成高清短视频。Generate HD short videos from a topic or k… |
| 5 | MadsLorentzen/ai-job-search | 304 | 46.5k | The job search that runs on your machine. AI job application framework built… |
| 6 | baidu/Unlimited-OCR | 210 | 27.2k | Unlimited OCR Works: Welcome the Era of One-shot Long-horizon Parsing. |
| 7 | rommapp/romm | 158 | 13.6k | A beautiful, powerful, self-hosted ROM manager and player. |
| 8 | open-webui/open-webui | 157 | 155.5k | User-friendly AI Interface (Supports Ollama, OpenAI API, …) |
| 9 | NVIDIA/personaplex | 123 | 11.1k | PersonaPlex code. |
| 10 | browser-use/video-use | 122 | 28.8k | Edit videos with coding agents |
🔵 Go 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | vxcontrol/pentagi | 2044 | 27.7k | Fully autonomous AI Agents system capable of performing complex penetration t… |
| 2 | alibaba/open-code-review | 364 | 46.7k | Secure, fast, efficient, battle-tested at Alibaba’s scale. Hybrid architectur… |
| 3 | Tencent/WeKnora | 261 | 33.7k | Open-source LLM knowledge platform: turn raw documents into a queryable RAG,… |
| 4 | multica-ai/multica | 107 | 52.7k | Make humans and AI agents work as one team — open-source and self-hostable. |
| 5 | QuantumNous/new-api | 80 | 49.8k | A unified AI model hub for aggregation & distribution. It supports cross-conv… |
| 6 | gtsteffaniak/filebrowser | 64 | 8.7k | 📂 Web File Browser |
| 7 | Armur-Ai/Pentest-Swarm-AI | 50 | 2.9k | Autonomous penetration testing using a swarm of AI agents. Orchestrates recon… |
| 8 | Project-HAMi/HAMi | 37 | 4.7k | Heterogeneous GPU Sharing on Kubernetes |
| 9 | vllm-project/semantic-router | 32 | 6.1k | An open, programmable decision layer for models and compute. |
| 10 | maximhq/bifrost | 25 | 8.7k | Open-source, high-performance AI gateway that works as your LLM gateway, MCP… |
🟨 Javascript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | bilawalsidhu/gods-eye-view | 1961 | 54.5k | A spy satellite simulator in your browser, except the data is real. Live open… |
| 2 | Javis603/token-monitor | 125 | 3.0k | Local-first desktop widget for tracking token usage, costs, limits, and sessi… |
| 3 | citrolabs/ego-lite | 82 | 17.3k | The fastest browser for AI agents to run browser automation, built for sharin… |
| 4 | chaolucky18/xuexitongScript | 38 | 2.9k | 学习通自动刷课脚本 |
| 5 | truelockmc/streambert | 33 | 6.3k | A cross-platform Electron Desktop App to stream and download any Movie, TV Se… |
| 6 | poloclub/transformer-explainer | 26 | 8.9k | Transformer Explained Visually: Learn How LLM Transformer Models Work with In… |
🐚 Shell 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | mattpocock/skills | 1804 | 288.8k | Skills for Real Engineers. Straight from my .agents directory. |
| 2 | obra/superpowers | 576 | 298.4k | An agentic skills framework & software development methodology that works. |
| 3 | msitarzewski/agency-agents | 450 | 159.7k | A complete AI agency at your fingertips - From frontend wizards to Reddit com… |
| 4 | Donchitos/Claude-Code-Game-Studios | 79 | 26.3k | Turn Claude Code into a full game dev studio — 49 AI agents, 72 workflow skil… |
| 5 | expo/skills | 56 | 2.8k | A collection of AI agent skills for working with Expo projects and Expo Appli… |
| 6 | deanpeters/Product-Manager-Skills | 38 | 7.3k | Product Management skills framework built on battle-tested methods for Claude… |
| 7 | SimoneAvogadro/android-reverse-engineering-skill | 31 | 8.1k | Claude Code skill to support Android app’s reverse engineering |
| 8 | a2aproject/A2A | 18 | 26.1k | Agent2Agent (A2A) is an open protocol enabling communication and interoperabi… |
| 9 | PaperMC/Folia | 14 | 4.5k | Fork of Paper which adds regionised multithreading to the dedicated server. |
| 10 | nvm-sh/nvm | 14 | 95.3k | Node Version Manager - POSIX-compliant bash script to manage multiple active… |
📡 数据来源：GitHub Trending | 由 Hermes AI 自动生成 🤖