📡 数据来源：GitHub Trending | 生成时间：2026-09-19 08:02
共收录 176 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 | cloudflare/security-audit-skill | 3006 | 🟨 Javascript | A coding-agent skill for multi-phase security audits with… |
| 2 | alibaba/open-code-review | 2704 | 🔵 Go | Secure, fast, efficient, battle-tested at Alibaba’s scale… |
| 3 | Tencent/BrowserSkill | 1306 | 🔷 Typescript | Let AI agents use your real, logged-in browser without in… |
| 4 | affaan-m/ECC | 958 | 🟨 Javascript | The agent harness performance optimization system. Skills… |
| 5 | asciimoo/hister | 889 | 🔵 Go | Your own search engine |
🔍 今日趋势洞察
- 今日榜单被「Agent 技能」全面占领：Top 5 里有 4 个是给编码 Agent 加能力的技能包、审计工具或浏览器操作层，cloudflare/security-audit-skill 与 alibaba/open-code-review 双双突破 2600 stars，说明「给 Agent 装技能」正在取代「造更强的模型」成为最热的方向。
- 大厂开源开始正面争夺 AI 编码工具链：阿里 open-code-review 用 Go 实现「确定性流水线 + LLM Agent」混合架构，腾讯 BrowserSkill 让 Agent 直接接管真人已登录的浏览器——两家都在解决 Agent 落地最难的两块：结论可信度与真实环境操作。
- 「Agent 自优化」成为新赛道：affaan-m/ECC 主打 agent harness 的性能优化，mattpocock/skills、addyosmani/agent-skills 都是技能库形态，围绕 Claude Code / Codex / OpenCode 这批 CLI Agent 已经形成了插件与技能的二级生态。
- 基础工具链同期回暖：asciimoo/hister（自建搜索引擎）、coder/coder（云开发环境）、NSA ghidra 一起上榜，说明在 Agent 热潮之外，开发者仍在持续投入长期资产型的底层工具。
💡 对独立开发者的启发
- 技能包是最低成本的创业切口：一个 SKILL.md 加几个脚本就能解决某类垂直审计或合规问题，cloudflare 的安全审计 skill 单日 3000 stars 证明「分发技能」比「分发应用」更容易拿到曝光。
- 把确定性逻辑和 LLM 分工：open-code-review 的思路是规则引擎兜底、LLM 只做判断，独立开发者做代码审查类产品时，用确定性检查过滤掉大部分噪音，成本与准确率都更可控。
- 浏览器自动化是真实缺口：BrowserSkill 主打复用已登录会话、不打断用户干活，如果你的产品需要在真实账号里操作，这条路线值得直接借鉴，而不是从零重造一套无头浏览器。
- 自托管需求仍在：hister 用一天 889 stars 说明「数据不出本机」的搜索与索引工具对个人开发者依然有吸引力，日志、文档、书签等垂直场景的自托管工具都还有空间。
📝 一句话总结
今天是「Agent 技能日」——模型本身不再是话题中心，为 Agent 加装安全审计、代码审查和真实浏览器操作能力，成了 GitHub 上最集中的信号。
⚠️ 风险提醒
- 技能包质量参差不齐：这类 skill 往往直接拿到 Agent 的高权限（读写文件、执行命令、接管浏览器会话），一旦供应链投毒或提示注入，攻击面比普通 npm 依赖更大，接入前请逐行审计脚本内容。
- 同质化速度极快：Top 5 中有三个都在做「给编码 Agent 加能力」，窗口期很短，单点技能很难形成壁垒，随时可能被官方内置功能覆盖。
- 大厂开源工具的可用性要打折看：open-code-review 带着内部规模的前提假设，小团队直接照搬到小型仓库，收益未必抵得过部署与维护成本。
- 把「已登录浏览器」交给 AI 是不可逆的风险：会话劫持、误下单、误发帖一旦发生无法回滚，生产环境建议使用独立账号并限制可操作范围。
🎯 今日可重点关注方向
- 审计 1-2 个热门 Agent Skill（security-audit-skill、open-code-review）的脚本实现，提炼可直接复用的安全检查清单。
- 给自己的编码 Agent 配一套最小技能集：代码审查 + 安全扫描 + 提交信息生成，跑一周看实际节省多少时间。
- 研究 BrowserSkill 的会话复用方案，评估能否用于需要登录态的自动化任务（如后台数据导出、日常运维巡检）。
- 把手头重复性最高的审查或合规流程改写成 Skill 而不是 SaaS 应用，先小范围验证是否真的有人愿意用。
- 关注 hister、coder 这类自托管基础工具，评估自建搜索或云开发环境对个人工作流的真实收益。
🐍 Python 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | TencentCloud/Octop | 569 | 3.9k | A smarter, self-hosted AI assistant — multi-user, multi-agent. |
| 2 | Graphify-Labs/graphify | 387 | 119.4k | Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a quer… |
| 3 | bobeff/open-source-games | 339 | 15.1k | A list of open source games. |
| 4 | D4Vinci/Scrapling | 335 | 82.2k | 🕷️ An adaptive Web Scraping framework that handles everything from a single r… |
| 5 | anthropics/knowledge-work-plugins | 299 | 24.9k | Open source repository of plugins primarily intended for knowledge workers to… |
| 6 | shiyu-coder/Kronos | 230 | 39.2k | Kronos: A Foundation Model for the Language of Financial Markets |
| 7 | roboflow/supervision | 195 | 50.9k | We write your reusable computer vision tools. 💜 |
| 8 | NVIDIA/SkillSpector | 142 | 17.8k | Security scanner for AI agent skills. Detect vulnerabilities, malicious patte… |
| 9 | unslothai/unsloth | 82 | 76.4k | Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen… |
| 10 | PaddlePaddle/PaddleOCR | 71 | 89.8k | Turn any PDF or image document into structured data for your AI. A powerful,… |
☕ Java 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | NationalSecurityAgency/ghidra | 572 | 78.9k | Ghidra is a software reverse engineering (SRE) framework |
| 2 | krahets/hello-algo | 45 | 130.3k | 《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 | keycloak/keycloak | 25 | 36.9k | Open Source Identity and Access Management For Modern Applications and Services |
| 4 | halo-dev/halo | 22 | 39.8k | Halo 是一款强大易用的开源建站工具，从个人博客、知识库，到企业官网、在线商城，Halo 都能助您轻松实现，一站式满足您的多样化建站需求。 |
| 5 | apache/doris | 18 | 16.0k | Apache Doris is a real-time analytics and hybrid search database for AI agents. |
| 6 | booklore-app/booklore | 13 | 1.2k | BookLore: A self-hosted, multi-user digital library with smart shelves, auto… |
| 7 | spring-projects/spring-boot | 12 | 81.5k | Spring Boot helps you to create Spring-powered, production-grade applications… |
| 8 | nageoffer/ragent | 12 | 4.1k | 企业级 Agentic RAG 智能体 - 全链路覆盖文档解析、多路检索、意图识别、问题重写、会话记忆、MCP 工具调用与深度思考。面向真实业务场景，从… |
| 9 | logisim-evolution/logisim-evolution | 11 | 7.6k | Digital logic design tool and simulator |
| 10 | elastic/elasticsearch | 10 | 77.9k | Free and Open Source, Distributed, RESTful Search Engine |
🦀 Rust 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | alphaXiv/OpenResearch | 541 | 5.3k | Turn your coding agents into research agents |
| 2 | rustfs/rustfs | 267 | 33.2k | RustFS is an open-source, S3-compatible high-performance object storage syste… |
| 3 | yyjeqhc/webcodex | 202 | 1.3k | Give cloud AI agents a real development environment on your own machines. |
| 4 | ankitects/anki | 174 | 31.2k | Anki is a smart spaced repetition flashcard program |
| 5 | block/buzz | 123 | 33.6k | A hive mind communication platform |
| 6 | vercel-labs/agent-browser | 79 | 42.8k | Browser automation CLI for AI agents |
| 7 | yynxxxxx/Codex-X | 64 | 3.3k | OpenAI Codex 桌面端/CLI 的可视化管理工具，具有Provider/API 切换、会话同步、提示词注入、Skills/MCP 管理、TOML… |
| 8 | lbjlaq/Antigravity-Manager | 56 | 31.5k | Professional Antigravity Account Manager & Switcher. One-click seamless accou… |
| 9 | makepad/makepad | 55 | 7.0k | Makepad is a creative software development platform for Rust that compiles to… |
| 10 | BurntSushi/ripgrep | 51 | 68.4k | ripgrep recursively searches directories for a regex pattern while respecting… |
⚙️ C 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | i12bp8/TagTinker | 27 | 1.9k | Flipper Zero app for ESL research using IR. All based on https://www.furrtek …. |
| 2 | pgvector/pgvector | 13 | 23.1k | Open-source vector similarity search for Postgres |
| 3 | foobnix/LibreraReader | 11 | 4.8k | Book Reader for Android |
| 4 | erincatto/box3d | 11 | 6.4k | Box3D is a 3D physics engine for games |
| 5 | kingToolbox/WindTerm | 11 | 32.3k | A professional cross-platform SSH/Sftp/Shell/Telnet/Tmux/Serial terminal. |
| 6 | zephyrproject-rtos/zephyr | 9 | 16.6k | Primary Git Repository for the Zephyr Project. Zephyr is a new generation, sc… |
| 7 | nginx/nginx | 9 | 31.7k | The official NGINX Open Source repository. |
| 8 | espressif/esp-idf | 9 | 19.0k | Espressif IoT Development Framework. Official development framework for Espre… |
| 9 | Cyan4973/xxHash | 9 | 11.3k | Extremely fast non-cryptographic hash algorithm |
| 10 | openssl/openssl | 9 | 30.8k | General purpose TLS and crypto library |
⚡ Cpp 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | ggml-org/llama.cpp | 149 | 128.7k | LLM inference in C/C++ |
| 2 | Neroued/ninfer | 81 | 2.1k | High-performance single-GPU inference for selected model checkpoints and GPUs. |
| 3 | duckdb/duckdb | 76 | 41.5k | DuckDB is an analytical in-process SQL database management system |
| 4 | dragonflydb/dragonfly | 30 | 31.6k | A modern replacement for Redis and Memcached |
| 5 | k2-fsa/sherpa-onnx | 19 | 14.8k | Speech-to-text, text-to-speech, speaker diarization, speech enhancement, sour… |
| 6 | microsoft/intelligent-terminal | 15 | 2.0k | A fork of Windows Terminal with native agent integration, right in your comma… |
| 7 | wazuh/wazuh | 15 | 16.9k | Wazuh - The Open Source Security Platform. Unified XDR and SIEM protection fo… |
| 8 | telegramdesktop/tdesktop | 15 | 33.0k | Telegram Desktop messaging app |
| 9 | apache/arrow | 11 | 17.1k | Apache Arrow is the universal columnar format and multi-language toolbox for… |
| 10 | microsoft/WSL | 11 | 33.7k | Windows Subsystem for Linux |
🔵 Go 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | alibaba/open-code-review | 2704 | 36.6k | Secure, fast, efficient, battle-tested at Alibaba’s scale. Hybrid architectur… |
| 2 | asciimoo/hister | 889 | 5.0k | Your own search engine |
| 3 | Tencent/WeKnora | 858 | 27.0k | Open-source LLM knowledge platform: turn raw documents into a queryable RAG,… |
| 4 | coder/coder | 478 | 15.3k | Secure environments for developers and their agents |
| 5 | JuliusBrussee/caveman | 376 | 106.6k | 🪨 why use many token when few token do trick. Viral skill + proxy for coding… |
| 6 | cilium/cilium | 153 | 25.3k | eBPF-based Networking, Security, and Observability |
| 7 | multica-ai/multica | 138 | 50.4k | Make humans and AI agents work as one team — open-source and self-hostable. |
| 8 | Wei-Shaw/sub2api | 137 | 42.0k | 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。 |
| 9 | router-for-me/CLIProxyAPI | 133 | 52.4k | Wrap Antigravity, ChatGPT Codex, Claude Code, Grok Build, Muse Code, Davin as… |
| 10 | junegunn/fzf | 57 | 83.1k | 🌸 A command-line fuzzy finder |
🟨 Javascript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | cloudflare/security-audit-skill | 3006 | 13.6k | A coding-agent skill for multi-phase security audits with independently verif… |
| 2 | affaan-m/ECC | 958 | 262.0k | The agent harness performance optimization system. Skills, instincts, memory,… |
| 3 | addyosmani/agent-skills | 675 | 96.4k | Production-grade engineering skills for AI coding agents. |
| 4 | laoma2053/awesome-zhuiju-free | 158 | 8.9k | 免费无广告的追剧资源指南，人工精选资源、每天检测资源有效性。收录在线影视、影视APP、网盘搜索、磁力BT、字幕、TVBox / 影视仓空壳软件/配置地址、… |
| 5 | decolua/9router | 154 | 29.3k | Unlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot,… |
| 6 | fleetbase/fleetbase | 92 | 3.7k | Modular logistics and supply chain operating system (LSOS) |
| 7 | WorldFlowAI/everything-claude-code | 89 | 3.2k | Claude Code toolkit - agents, commands, skills, rules, and hooks for producti… |
| 8 | tradesdontlie/tradingview-mcp | 79 | 6.5k | AI-assisted TradingView chart analysis — connect Claude Code to your TradingV… |
| 9 | louislam/uptime-kuma | 61 | 91.5k | A fancy self-hosted monitoring tool |
| 10 | JoeanAmier/TikTokDownloader | 58 | 16.1k | 抖音 / TikTok 平台作品下载/数据采集工具 |
🔷 Typescript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | Tencent/BrowserSkill | 1306 | 5.3k | Let AI agents use your real, logged-in browser without interrupting your work… |
| 2 | stablyai/orca | 831 | 71.9k | Orca is the ADE for working with a fleet of parallel agents. Run any coding a… |
| 3 | n8n-io/n8n | 558 | 205.3k | Fair-code workflow automation platform with native AI capabilities. Combine v… |
| 4 | anthropics/claude-code | 444 | 146.3k | Claude Code is an agentic coding tool that lives in your terminal, understand… |
| 5 | jamiepine/voicebox | 416 | 55.1k | The open-source AI voice studio. Clone, dictate, create. |
| 6 | heygen-com/hyperframes | 333 | 51.4k | Write HTML. Render video. Built for agents. |
| 7 | Fission-AI/OpenSpec | 296 | 69.3k | Spec-driven development (SDD) for AI coding assistants. |
| 8 | tashfeenahmed/freellmapi | 264 | 27.2k | 7.4 billion tokens per month. 34 free LLM providers. 635 free model endpoints… |
| 9 | cline/cline | 242 | 68.7k | Autonomous coding agent as an SDK, IDE extension, or CLI assistant. |
| 10 | every-app/open-seo | 189 | 19.3k | Open source alternative to Semrush and Ahrefs |
🐚 Shell 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | mattpocock/skills | 841 | 265.3k | Skills for Real Engineers. Straight from my .agents directory. |
| 2 | obra/superpowers | 473 | 288.6k | An agentic skills framework & software development methodology that works. |
| 3 | PrismML-Eng/Bonsai-demo | 335 | 2.6k | Bonsai Demo |
| 4 | msitarzewski/agency-agents | 243 | 153.4k | A complete AI agency at your fingertips - From frontend wizards to Reddit com… |
| 5 | kunchenguid/firstmate | 164 | 6.6k | Talk to one agent. Ship with a crew. |
| 6 | jqssun/android-titanium-browser | 37 | 2.6k | Secure open-source Android browser with support for extensions |
| 7 | gnekt/My-Brain-Is-Full-Crew | 35 | 3.8k | Built by a PhD whose memory was failing, whose diet was a mess, and whose anx… |
| 8 | nvm-sh/nvm | 23 | 95.1k | Node Version Manager - POSIX-compliant bash script to manage multiple active… |
| 9 | higgsfield-ai/cli | 20 | 540 | Higgsfield CLI |
| 10 | a2aproject/A2A | 17 | 25.8k | Agent2Agent (A2A) is an open protocol enabling communication and interoperabi… |
📡 数据来源：GitHub Trending | 由 Hermes AI 自动生成 🤖