📡 数据来源：GitHub Trending | 生成时间：2026-10-29 19:11
共收录 139 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 | HKUDS/DeepTutor | 2371 | 🐍 Python | DeepTutor: Lifelong Personalized Tutoring. https://deeptu… |
| 2 | hmjz100/LinkSwift | 1616 | 🟨 Javascript | 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… |
| 3 | pbakaus/impeccable | 1472 | 🦀 Rust | The design vocabulary for your coding agent. Steer with p… |
| 4 | milind-soni/OpenMausBot | 1190 | 🔷 Typescript | Open-source Grok Bot alternative with a virtual machine t… |
| 5 | YuJunZhiXue/dsh-purge | 1128 | 🟨 Javascript | DeepSeek Harness 破甲：让所有模型都能破甲，不同模型可换不同提示词；默认提示词面向国模「小码酱」。… |
🔍 今日趋势洞察
- 今天 Top 10 里有 7 个项目跟 agent 相关，但没有一个是「新模型」——全是给 agent 装方向盘、装刹车、装工作台的。生态重心已经从「谁的模型强」转到「谁的 harness 好用」。
- 两个方向同时冒头：一边是把 agent 关进笼子（impeccable 的 critique/audit、Claude-Code-Game-Studios 的 49 个 agent 分工协作），一边是把 agent 放出来干活（OpenMausBot 直接发给 bot 一台虚拟机）。
- 非 AI 项目反而靠「解决具体麻烦」上榜：LinkSwift 一天 1616 星，核心就是八个网盘的直链下载；RuView 用 WiFi 信号做人体感知，绕开了摄像头这个雷区。刚需比概念稳。
- JetBrains 亲自下场做 vibe coding IDE（thinkrail），大厂开始承认「写代码的入口要变」这件事，不再只做插件。
💡 对独立开发者的启发
- 别再憋通用 agent 了。今天的明星项目都在做「某一类活」：辅导、网盘下载、设计审查、游戏开发流水线。切一个具体职业的具体痛点，比做平台活得久。
- Agent 的输出质量本身正在变成可售卖的产品：impeccable 卖的不是模型，是一套审稿标准。你手上的行业 know-how 写成 skill 包，比写代码更容易变现。
- 本地优先（openbot 的 local-first 桌面工作台）是被低估的卖点，尤其对不肯把代码和文件上云的团队。
- 想快速验证想法就别自己搭 IDE 和运行时，直接寄生在 Claude Code / Codex 上做 skill 和工作流，获客成本几乎为零。
📝 一句话总结
今天的 GitHub 不在比谁的模型强，而在比谁能把 agent 管明白——管得住的是工具，管不住的是玩具。
⚠️ 风险提醒
- 破甲/越狱类项目（dsh-purge 一天 1128 星）热度高但风险实打实：账号封禁、合规争议，加上「换个模型提示词就失效」的维护无底洞，别把它当技术底座。
- agent skill 框架这波同质化严重，几个月后大部分会变成没人维护的 prompt 仓库。选型看提交频率和 issue 响应速度，不看 star 数。
- 让 bot 直接操作虚拟机、浏览器（OpenMausBot、openbot）等于开了一个新攻击面：凭证、文件系统、外网访问都得自己兜底，默认配置基本不能直接上生产。
- 网盘直链类工具长期游走在平台规则灰色地带，接口一变就集体失效，不适合在上面做收费产品。
🎯 今日可重点关注方向
- 把手上重复最多的那件活拆成 skill，并照 impeccable 的 critique/audit 思路给现有 agent 加一道「审稿关」，对比加之前后的返工率。
- 试一次 JetBrains thinkrail 或 openbot，和你现在的 IDE + 终端组合对比，重点看 agent 上下文切换的成本降了多少。
- 如果做工具产品，抄 LinkSwift 的路子：找一个「八大网盘」式的碎片场景做统一入口，用户不需要被教育就会用。
- 读一读 RuView 的 WiFi 感知实现，评估非视觉感知在你熟悉行业（养老、安防、能耗）里的落地点。
- 给团队 agent 立三条红线：能碰哪些目录、能花多少钱、出错找谁——先有边界，再谈自动化。
🔵 Go 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | JuliusBrussee/caveman | 289 | 115.9k | 🪨 why use many token when few token do trick. Viral skill + proxy for coding… |
| 2 | router-for-me/CLIProxyAPI | 162 | 56.9k | Wrap Antigravity, ChatGPT Codex, Claude Code, Grok Build, Muse Code, Devin as… |
| 3 | google/ax | 133 | 14.3k | Agent Executor (AX) is Google’s open agentic orchestration runtime |
| 4 | Wei-Shaw/sub2api | 80 | 45.1k | 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 | superplanehq/superplane | 69 | 8.4k | Open source factory for one-shot engineering |
| 6 | tailscale/tailcat | 60 | 8.7k | like netcat, but over Tailscale’s data plane, without Tailscale’s control plane |
| 7 | gitleaks/gitleaks | 53 | 30.5k | Find secrets with Gitleaks 🔑 |
| 8 | agent-substrate/substrate | 52 | 5.9k | Agent Substrate: the core system |
| 9 | glanceapp/glance | 51 | 37.9k | A self-hosted dashboard that puts all your feeds in one place |
| 10 | XTLS/Xray-core | 39 | 42.4k | Xray, Penetrates Everything. Also the best v2ray-core. Where the magic happen… |
🦀 Rust 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | pbakaus/impeccable | 1472 | 94.1k | The design vocabulary for your coding agent. Steer with polish and bolder, re… |
| 2 | ruvnet/RuView | 557 | 101.5k | π RuView turns commodity WiFi signals into real-time spatial intelligence, vi… |
| 3 | clash-verge-rev/clash-verge-rev | 293 | 154.8k | A modern GUI client based on Tauri, designed to run in Windows, macOS and Lin… |
| 4 | jub0t/Concat | 262 | 12.5k | The truly free, open-source, local-first, cross-platform CapCut replacement…. |
| 5 | trymirai/uzu | 260 | 3.0k | A high-performance inference engine for AI models |
| 6 | hydro-project/infinity | 162 | 332 | An agent runtime and tool protocol for principled agent concurrency |
| 7 | magnitudedev/magnitude | 152 | 7.5k | Open source inference engine that tunes its kernels on your hardware to find… |
| 8 | nyakang/nyaterm | 141 | 2.0k | A modern remote terminal workspace |
| 9 | juspay/hyperswitch | 117 | 45.5k | Open source, composable payments platform | PCI compliant | SaaS and Self-h… |
| 10 | macro-inc/macro | 117 | 5.6k | Macro is a unified workspace for teams: email, chat, docs, tasks, agents, cal… |
🐍 Python 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | HKUDS/DeepTutor | 2371 | 49.0k | DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/ . |
| 2 | vectorize-io/hindsight | 1352 | 55.9k | Hindsight: Agent Memory That Learns |
| 3 | rohitg00/ai-engineering-from-scratch | 607 | 75.5k | Learn AI Engineering! Learn it. Build it. Ship it for others. |
| 4 | AgriciDaniel/claude-seo | 581 | 23.7k | Universal SEO skill for Claude Code. 26 sub-skills + 19 sub-agents covering t… |
| 5 | baidu/Unlimited-OCR | 429 | 29.7k | Unlimited OCR Works: Welcome the Era of One-shot Long-horizon Parsing. |
| 6 | github/spec-kit | 361 | 143.8k | 💫 Toolkit to help you get started with SDD or any other process! |
| 7 | rlaope/oh-my-hermes | 327 | 4.7k | ⚚ The coding harness with Hermes Agent wired into IDE. |
| 8 | p-e-w/heretic | 307 | 37.0k | Fully automatic censorship removal for language models |
| 9 | volcengine/OpenViking | 103 | 41.1k | Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge R… |
| 10 | ansible/ansible | 20 | 71.2k | Ansible is a radically simple IT automation platform that makes your applicat… |
🟨 Javascript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | hmjz100/LinkSwift | 1616 | 36.0k | 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… |
| 2 | YuJunZhiXue/dsh-purge | 1128 | 12.7k | DeepSeek Harness 破甲：让所有模型都能破甲，不同模型可换不同提示词；默认提示词面向国模「小码酱」。Jailbreak for every… |
| 3 | affaan-m/ECC | 999 | 292.2k | The agent harness performance optimization system. Skills, instincts, memory,… |
| 4 | Leonxlnx/taste-skill | 709 | 105.0k | Agent skills that give coding agents taste: art direction, reference images a… |
| 5 | addyosmani/agent-skills | 347 | 111.6k | Production-grade engineering skills for AI coding agents. |
| 6 | react/react | 53 | 251.8k | The library for web and native user interfaces. |
| 7 | usebruno/bruno | 27 | 47.9k | Opensource IDE For Exploring and Testing API’s (lightweight alternative to Po… |
| 8 | microsoft/power-platform-skills | 10 | 1.1k | A plugin marketplace for GitHub Copilot and other AI agents that provides Pow… |
| 9 | webpack/webpack | 3 | 66.0k | A bundler for javascript and friends. Packs many modules into a few bundled a… |
⚙️ C 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | JustVugg/colibri | 433 | 44.8k | Run frontier MoE models on hardware you already own — pure C, zero deps, expe… |
| 2 | microsoft/PowerToys | 109 | 140.2k | Microsoft PowerToys is a collection of utilities that supercharge productivit… |
| 3 | redis/redis | 22 | 77.2k | For developers, who are building real-time data-driven applications, Redis is… |
| 4 | openssl/openssl | 18 | 31.1k | General purpose TLS and crypto library |
| 5 | pgvector/pgvector | 18 | 23.5k | Open-source vector similarity search for Postgres |
| 6 | lvgl/lvgl | 14 | 25.0k | LVGL is a free, full-featured embedded UI library for devices from small MCUs… |
| 7 | valkey-io/valkey | 13 | 27.6k | A flexible distributed key-value database that is optimized for caching and o… |
| 8 | HansKristian-Work/vkd3d-proton | 12 | 3.0k | Fork of VKD3D. Development branches for Proton’s Direct3D 12 implementation. |
| 9 | snesrev/zelda3 | 12 | 4.9k | |
| 10 | tianocore/edk2 | 6 | 6.4k | EDK II |
⚡ Cpp 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | godotengine/godot | 79 | 119.3k | Godot Engine – Multi-platform 2D and 3D game engine |
| 2 | 78/xiaozhi-esp32 | 65 | 32.2k | An MCP-based chatbot | 一个基于MCP的聊天机器人 |
| 3 | electron/electron | 30 | 123.6k | Build cross-platform desktop apps with JavaScript, HTML, and CSS |
| 4 | 0xShug0/audio.cpp | 30 | 3.8k | An all-in-one, pure C++ inference engine for audio models, powered by ggml. S… |
| 5 | OrcaSlicer/OrcaSlicer | 23 | 16.2k | G-code generator for 3D printers (Bambu, Prusa, Voron, VzBot, RatRig, Crealit… |
| 6 | ocornut/imgui | 23 | 76.9k | Dear ImGui: Bloat-free Graphical User interface for C++ with minimal dependen… |
| 7 | ros-navigation/navigation2 | 20 | 4.9k | ROS 2 Navigation Framework and System |
| 8 | lemonade-sdk/lemonade | 10 | 6.0k | Lemonade helps users discover and run local AI apps by serving optimized LLMs… |
| 9 | apache/arrow | 9 | 17.2k | Apache Arrow is the universal columnar format and multi-language toolbox for… |
| 10 | hypery11/flipper-tesla-fsd | 8 | 1.2k | Tesla Mod — Flipper Zero & ESP32. Nag killer, FSD region unlock, track mode,… |
🔷 Typescript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | milind-soni/OpenMausBot | 1190 | 7.0k | Open-source Grok Bot alternative with a virtual machine that bots can use |
| 2 | JetBrains/thinkrail | 1068 | 5.6k | Vibe code with pi in a lightweight, real IDE that customises itself around th… |
| 3 | nightly-labs/openbot | 1054 | 3.6k | A local-first desktop workspace for persistent AI teammates. Run Codex, Claud… |
| 4 | gitroomhq/postiz-app | 893 | 40.1k | 📨 The ultimate agentic social media scheduling tool 🤖 |
| 5 | KeygraphHQ/shannon | 476 | 50.3k | Shannon is an AI pentester for web applications and APIs. It analyzes your so… |
| 6 | thedotmack/claude-mem | 324 | 104.2k | Persistent Context Across Sessions for Every Agent – Captures everything your… |
| 7 | chthollyphile/folia-major | 241 | 10.1k | 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 |
| 8 | CopilotKit/OpenBot | 240 | 7.7k | Open-source AI coworkers that each get a computer of their own: a browser, fi… |
| 9 | lfnovo/open-notebook | 185 | 40.8k | An Open Source implementation of Notebook LM with more flexibility and features |
| 10 | agentscope-ai/QwenPaw | 116 | 36.8k | Your Personal AI Assistant; easy to install, deploy on your own machine or on… |
🐚 Shell 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | obra/superpowers | 1095 | 307.9k | An agentic skills framework & software development methodology that works. |
| 2 | mattpocock/skills | 925 | 306.1k | Skills for Real Engineers. Straight from my .agents directory. |
| 3 | Donchitos/Claude-Code-Game-Studios | 538 | 28.6k | Turn Claude Code into a full game dev studio — 49 AI agents, 72 workflow skil… |
| 4 | msitarzewski/agency-agents | 385 | 165.0k | A complete AI agency at your fingertips - From frontend wizards to Reddit com… |
| 5 | expo/skills | 90 | 3.7k | A collection of AI agent skills for working with Expo projects and Expo Appli… |
| 6 | omacom/omarchy | 61 | 45.9k | Beautiful, Modern & Opinionated Linux |
| 7 | assafdori/bypass-mdm | 30 | 2.5k | Bypass MDM Setup for MacOS, up to MacOS Golden Gate. |
| 8 | VSCodium/vscodium | 28 | 33.9k | binary releases of VS Code without MS branding/telemetry/licensing |
| 9 | MichaelCade/90DaysOfDevOps | 27 | 29.9k | This repository started out as a learning in public project for myself and ha… |
| 10 | nvm-sh/nvm | 26 | 95.7k | Node Version Manager - POSIX-compliant bash script to manage multiple active… |
☕ Java 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | NationalSecurityAgency/ghidra | 478 | 95.7k | Ghidra is a software reverse engineering (SRE) framework |
| 2 | floci-io/floci | 60 | 27.3k | Light, fluffy, and always free - The AWS Local Emulator alternative |
| 3 | zhukunpenglinyutong/jetbrains-cc-gui | 27 | 7.3k | Jetbrains Claude Code and Codex GUI Plugin |
| 4 | agentscope-ai/agentscope-java | 24 | 6.2k | Build distributed, production-grade, long-running agents. |
| 5 | keycloak/keycloak | 24 | 37.6k | Open Source Identity and Access Management For Modern Applications and Services |
| 6 | DependencyTrack/dependency-track | 13 | 4.4k | Dependency-Track is an intelligent Component Analysis platform that allows or… |
| 7 | GeyserMC/Geyser | 10 | 5.9k | A bridge/proxy allowing you to connect to Minecraft: Java Edition servers wit… |
| 8 | opensearch-project/OpenSearch | 9 | 13.9k | 🔎 Open source distributed and RESTful search engine. |
| 9 | neo4j/neo4j | 8 | 17.4k | Graphs for Everyone |
| 10 | jenkinsci/jenkins | 7 | 26.7k | Jenkins automation server |
📡 数据来源：GitHub Trending | 由 Hermes AI 自动生成 🤖