📡 数据来源：GitHub Trending | 生成时间：2026-10-07 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 | 2956 | 🔷 Typescript | Reverse engineer anything with agents, from app behavior… |
| 2 | tester-army/e2e | 1725 | 🔷 Typescript | Next generation e2e testing framework for web and mobile… |
| 3 | DuarteSantos8/openGym | 1419 | 🟨 Javascript | Self-hosted gym & body-weight tracker — plan routines, lo… |
| 4 | boykopovar/AnyPS5 | 949 | ⚡ Cpp | Tool for automatic PS5 executables porting to Linux and W… |
| 5 | mattpocock/skills | 889 | 🐚 Shell | Skills for Real Engineers. Straight from my .agents direc… |
🔍 今日趋势洞察
- 今天最密集的信号是「Agent Skills」：Top 15 里有 5 个是技能包或技能集合（mattpocock/skills 889★、msitarzewski/agency-agents 623★、cloudflare/security-audit-skill 538★、addyosmani/agent-skills 453★），开源分发的单位正从「库/工具」转向「可挂载的技能」。
- Agent 基础设施开始补「记忆」和「成本」这两块短板：thedotmack/claude-mem 做跨会话持久上下文，tinyhumansai/openhuman 用 Rust 主打「最快最省的 agent harness」，superdesigndev/treg 想做 agent 工具的 OpenRouter，竞争焦点从模型能力挪到编排成本。
- 垂直场景的 agent 化在往「高门槛工程领域」走：morluto/rea 用 agent 做 App 到原生二进制的逆向（2956★），earthtojake/text-to-cad 给 agent 加 CAD 能力，bethington/ghidra-mcp 用 200+ MCP 工具做 AI 逆向——自动化正在啃过去只有专家能碰的活。
- 老派基础设施依旧能打：caddyserver/caddy 566★、EpicGames 的 C 语言调试器 raddebugger、以及在 2 美元 ESP32-C3 上跑 Pi-hole 级 DNS 去广告（457★）——「小而专、低依赖、低资源」仍然是稳定的爆点。
💡 对独立开发者的启发
- 别再只写「又一个工具」：把你最熟的领域经验打包成一个能被 agent 调用的 skill 或技能包，今天 Top 15 有一半是这种形态，试错和分发成本都极低。
- 差异化机会在「上下文与路由」层：持久记忆（claude-mem）和工具路由（treg）都还很早期，谁能把多 agent 的记忆、权限和成本真正管住，谁就摸到了护城河。
- 挑一个高门槛垂直领域做 agent 化（逆向、CAD、视频流水线、安全审计），比再做一个通用聊天壳更容易拿到关注——今天上榜的几乎全是这类项目。
- 边缘与硬件是性价比洼地：一个 2 美元的 ESP32 就能做去广告 DNS，这类「低成本解决真实痛」的项目，做成自部署工具或小硬件产品都有明确受众。
📝 一句话总结
今天的一句话：整个社区都在给 agent 装技能、装记忆、装垂直领域的「手」，而真正稀缺的创新是让它跑得更便宜。
⚠️ 风险提醒
- Skill 生态门槛极低、同质化极快：技能包很容易被抄，热度来得快去得也快，别把单个 skill 当长期资产，真正留住人的是数据和工作流闭环。
- 自动逆向与安全审计类项目（rea、ghidra-mcp）踩在法律与合规边界上：自动化不等于合法，动手前先确认授权范围、目标软件条款和所在地法律。
- 记忆层和上下文压缩意味着把会话数据交给第三方处理，对涉及客户数据的业务，隐私与合规成本往往高于省下的那点 token。
- 「最快最省」的宣传多数基于特定基准：真实账单取决于上下文策略和工具调用次数，迁移生产前先在你自己的负载上实测。
🎯 今日可重点关注方向
- 试装 1-2 个技能包（mattpocock/skills、addyosmani/agent-skills）到你自己的 coding agent 上，用一周真实任务评估提效，而不是只看 star 数。
- 给长期项目接一个记忆/上下文方案（claude-mem 或自建「摘要+向量检索」），优先解决跨会话上下文丢失这个最伤 agent 体验的痛点。
- 挑一个你已经在做的垂直流程（视频、CAD、安全审计、逆向），做成最小可用的 agent 流水线：输入 → 工具调用 → 可验证产出。
- 测算你当前 agent 工作流的真实单任务成本，再对比 treg / openhuman 这类路由与轻量 harness 方案，判断是否值得迁移。
- 把 caddy、raddebugger、边缘小工具这类「低依赖、可自部署」方案放进你的技术选型清单，替换运行成本高的重组件。
⚙️ C 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | Genymobile/scrcpy | 335 | 151.5k | Display and control your Android device |
| 2 | JustVugg/colibri | 259 | 40.2k | Run frontier MoE models on hardware you already own — pure C, zero deps, expe… |
| 3 | EpicGames/raddebugger | 82 | 7.7k | A native, user-mode, multi-process, graphical debugger. |
| 4 | curl/curl | 40 | 43.1k | A command line tool and library for transferring data with URL syntax, suppor… |
| 5 | duixcom/Duix-Avatar | 39 | 15.7k | 🚀 Truly open-source AI avatar(digital human) toolkit for offline video genera… |
| 6 | DarkFlippers/unleashed-firmware | 16 | 22.4k | Flipper Zero Unleashed Firmware |
| 7 | facebook/zstd | 12 | 28.0k | Zstandard - Fast real-time compression algorithm |
| 8 | zephyrproject-rtos/zephyr | 9 | 16.7k | Primary Git Repository for the Zephyr Project. Zephyr is a new generation, sc… |
| 9 | microsoft/mimalloc | 7 | 13.4k | mimalloc is a compact general purpose allocator with excellent performance. |
| 10 | portapack-mayhem/mayhem-firmware | 6 | 5.5k | The firmware for the HackRF+PortaPack H1/H2/H4/H4M |
🐍 Python 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | calesthio/OpenMontage | 857 | 64.8k | World’s first open-source, agentic video production system. 12 production pip… |
| 2 | earthtojake/text-to-cad | 619 | 18.2k | Give your agent CAD superpowers. |
| 3 | superdesigndev/treg | 407 | 4.6k | OpenRouter for agent tools. Join community here: https://discord.gg/6mQYYfFMAn |
| 4 | ayghri/i-have-adhd | 326 | 54.7k | A skill to stop your coding agent from burying the answer. ADHD-friendly output. |
| 5 | Z4nzu/hackingtool | 216 | 80.3k | ALL IN ONE Hacking Tool For Hackers |
| 6 | microsoft/markitdown | 193 | 188.9k | Python tool for converting files and office documents to Markdown. |
| 7 | smicallef/spiderfoot | 187 | 23.1k | SpiderFoot automates OSINT for threat intelligence and mapping your attack su… |
| 8 | anthropics/knowledge-work-plugins | 147 | 26.9k | Open source repository of plugins primarily intended for knowledge workers to… |
| 9 | vllm-project/vllm | 73 | 93.3k | A high-throughput and memory-efficient inference and serving engine for LLMs |
| 10 | MDX-Tom/gpt-instruct | 43 | 9.3k | A Codex jailbreak prompt and test pack for gpt. 针对 gpt 系列的 Codex 破甲提示词与测试包。 |
⚡ Cpp 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | boykopovar/AnyPS5 | 949 | 8.0k | Tool for automatic PS5 executables porting to Linux and Windows |
| 2 | M-Abozaid/esp32-c3-adblock | 457 | 2.0k | Pi-hole-class DNS ad-blocker on a $2 ESP32-C3 (no PSRAM): 537k domains as 40-… |
| 3 | shadps4-emu/shadPS4 | 82 | 33.2k | PlayStation 4 emulator for Windows, Linux, macOS and FreeBSD written in C++ |
| 4 | Confetti3/SF4-Ember-Netplay | 22 | 85 | Private rollback rooms and a controller-first overlay for Ultra Street Fighte… |
| 5 | justcallmekoko/ESP32Marauder | 17 | 12.6k | A suite of WiFi/Bluetooth offensive and defensive tools for the ESP32 |
| 6 | ArduPilot/ardupilot | 8 | 16.0k | ArduPlane, ArduCopter, ArduRover, ArduSub source |
| 7 | nlohmann/json | 7 | 50.7k | JSON for Modern C++ |
| 8 | MAZHARMIK/Interview_DS_Algo | 7 | 5.1k | Super Repository for Coding Interview Preperation |
| 9 | gabime/spdlog | 5 | 29.7k | Fast C++ logging library. |
| 10 | google/re2 | 3 | 9.8k | RE2 is a fast, safe, thread-friendly alternative to backtracking regular expr… |
☕ Java 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | NationalSecurityAgency/ghidra | 270 | 81.2k | Ghidra is a software reverse engineering (SRE) framework |
| 2 | bethington/ghidra-mcp | 242 | 4.7k | Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI pl… |
| 3 | LaurieWired/GhidraMCP | 234 | 10.6k | MCP Server for Ghidra |
| 4 | keycloak/keycloak | 19 | 37.2k | Open Source Identity and Access Management For Modern Applications and Services |
| 5 | ashishps1/awesome-low-level-design | 18 | 27.2k | Learn Low Level Design (LLD) and prepare for interviews using free resources. |
| 6 | AbdurazaaqMohammed/MP-Manager | 14 | 154 | Dual pane Android file manager with focus on APKs |
| 7 | microg/GmsCore | 12 | 14.8k | Free implementation of Play Services |
| 8 | kunal-kushwaha/DSA-Bootcamp-Java | 9 | 24.0k | This repository consists of the code samples, assignments, and notes for the… |
| 9 | debezium/debezium | 9 | 13.2k | Change data capture for a variety of databases. Please log issues at https://… |
| 10 | spring-projects/spring-boot | 8 | 81.6k | Spring Boot helps you to create Spring-powered, production-grade applications… |
🟨 Javascript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | DuarteSantos8/openGym | 1419 | 6.3k | Self-hosted gym & body-weight tracker — plan routines, log workouts (superset… |
| 2 | cloudflare/security-audit-skill | 538 | 25.6k | A coding-agent skill for multi-phase security audits with independently verif… |
| 3 | addyosmani/agent-skills | 453 | 102.3k | Production-grade engineering skills for AI coding agents. |
| 4 | Joooook/12306-mcp | 320 | 2.3k | This is a 12306 ticket search server based on the Model Context Protocol (MCP). |
| 5 | kanoqwq/UFI-TOOLS | 260 | 2.6k | A functional tools for z*e devices (F50 | U30 Air) |
| 6 | Stremio/stremio-web | 211 | 14.4k | Stremio - Freedom to Stream |
| 7 | nodejs/node | 70 | 122.4k | Node.js JavaScript runtime ✨🐢🚀✨ |
| 8 | expressjs/express | 60 | 69.6k | Fast, unopinionated, minimalist web framework for node. |
| 9 | sveltejs/svelte | 54 | 88.3k | web development for the rest of us |
| 10 | liyupi/ai-guide | 46 | 20.8k | 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… |
🦀 Rust 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | tinyhumansai/openhuman | 495 | 41.5k | OpenHuman is the fastest, cheapest, most efficient open-source agent harness…. |
| 2 | storytold/artcraft | 302 | 3.8k | ArtCraft is an intentional crafting engine for artists, designers, and filmma… |
| 3 | trycua/cua | 229 | 28.5k | Scale computer-use 2.0 with open-source drivers, cross-OS fleets, and benchma… |
| 4 | xerj-org/xerj | 185 | 2.9k | XERJ is the new way for AI to search data. Its autoindex capability activates… |
| 5 | AprilNEA/OpenLogi | 163 | 23.0k | ⚡️A native, local-first alternative to Logitech Options+, written in Rust 🦀 —… |
| 6 | eolix/photosuite | 118 | 852 | A desktop image editor, faithful to classic Adobe Photoshop, with native PSD/… |
| 7 | fabio-rovai/open-ontologies | 110 | 845 | Plan, apply and roll back changes to a production ontology, with a blast radi… |
| 8 | xingkongliang/skills-manager | 71 | 5.7k | A lightweight desktop app to manage, sync, and organize AI agent skills acros… |
| 9 | harry0703/MangoDisk | 56 | 3.8k | Safety-first disk cleaner and space analyzer for macOS and Windows, with dupl… |
| 10 | martin-olivier/airgorah | 55 | 3.8k | A WiFi security auditing software |
🔵 Go 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | caddyserver/caddy | 566 | 77.5k | Fast and extensible multi-platform HTTP/1-2-3 web server with automatic HTTPS |
| 2 | ollama/ollama | 137 | 182.4k | Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma an… |
| 3 | Autumn-27/ARTEX | 113 | 1.8k | AI 自主渗透测试系统 | 百度“agent+”攻防挑战赛冠军项目 |
| 4 | golang/go | 79 | 139.3k | The Go programming language |
| 5 | gitleaks/gitleaks | 48 | 29.8k | Find secrets with Gitleaks 🔑 |
| 6 | ys-ll/uniterm | 32 | 756 | All-in-one terminal covering 30+ protocols — SSH, RDP, SFTP, databases, Kuber… |
| 7 | maximhq/bifrost | 24 | 8.6k | Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load ba… |
| 8 | aquasecurity/trivy | 20 | 38.3k | Find vulnerabilities, misconfigurations, secrets, SBOM in containers, Kuberne… |
| 9 | kubernetes-sigs/agent-sandbox | 19 | 4.2k | agent-sandbox enables easy management of isolated, stateful, singleton worklo… |
| 10 | traefik/traefik | 17 | 65.1k | The Cloud Native Application Proxy |
🔷 Typescript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | morluto/rea | 2956 | 11.3k | Reverse engineer anything with agents, from app behavior down to native binar… |
| 2 | tester-army/e2e | 1725 | 6.8k | Next generation e2e testing framework for web and mobile apps. |
| 3 | thedotmack/claude-mem | 534 | 97.4k | Persistent Context Across Sessions for Every Agent – Captures everything your… |
| 4 | pingdotgg/t3code | 364 | 26.0k | |
| 5 | reconurge/flowsint | 183 | 9.4k | A modern platform for visual, flexible, and extensible graph-based investigat… |
| 6 | anthropics/claude-code | 161 | 149.7k | Claude Code is an agentic coding tool that lives in your terminal, understand… |
| 7 | cursor/plugins | 154 | 10.2k | Cursor plugin specification and official plugins |
| 8 | directus/directus | 91 | 38.2k | The flexible backend for all your projects 🐰 Turn your DB into a headless CMS… |
| 9 | twentyhq/twenty | 74 | 58.0k | The open alternative to Salesforce, designed for AI. |
| 10 | elder-plinius/G0DM0D3 | 72 | 11.5k | LIBERATED AI CHAT |
🐚 Shell 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | mattpocock/skills | 889 | 278.8k | Skills for Real Engineers. Straight from my .agents directory. |
| 2 | msitarzewski/agency-agents | 623 | 158.1k | A complete AI agency at your fingertips - From frontend wizards to Reddit com… |
| 3 | ohmyzsh/ohmyzsh | 48 | 190.2k | 🙃 A delightful community-driven (with 2,500+ contributors) framework for mana… |
| 4 | Donchitos/Claude-Code-Game-Studios | 44 | 25.8k | Turn Claude Code into a full game dev studio — 49 AI agents, 72 workflow skil… |
| 5 | dockur/windows | 43 | 53.5k | Windows inside a Docker container. |
| 6 | rawfilejson/awesome-osint-arsenal | 27 | 3.2k | OSINT & recon toolkit // 100+ tools, one-command installer, SOCMINT, GEOINT,… |
| 7 | czlonkowski/n8n-skills | 8 | 6.4k | n8n skillset for Claude Code to build flawless n8n workflows |
| 8 | rockerBOO/awesome-neovim | 6 | 21.5k | Collections of awesome neovim plugins. |
| 9 | armbian/build | 4 | 5.5k | The official build framework for the Armbian Linux distribution. This reposit… |
| 10 | expo/skills | 4 | 2.7k | A collection of AI agent skills for working with Expo projects and Expo Appli… |
📡 数据来源：GitHub Trending | 由 Hermes AI 自动生成 🤖