📡 数据来源：GitHub Trending | 生成时间：2026-10-23 19:12
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 | cloudflare/security-audit-skill | 2706 | 🟨 Javascript | A coding-agent skill for multi-phase security audits with… |
| 2 | stablyai/orca | 1689 | 🔷 Typescript | Orca is the place for working with a fleet of agents (e.g… |
| 3 | mattpocock/skills | 1104 | 🐚 Shell | Skills for Real Engineers. Straight from my .agents direc… |
| 4 | php/php-src | 722 | ⚙️ C | The PHP Interpreter |
| 5 | anthropics/knowledge-work-plugins | 643 | 🐍 Python | Open source repository of plugins primarily intended for… |
🔍 今日趋势洞察
- Skills 成了今天的主线：前五里有三个（cloudflare/security-audit-skill、mattpocock/skills、anthropics/knowledge-work-plugins）都是喂给 agent 的技能包或插件库，社区竞争重心正从「造 agent」转向「给 agent 装本事」。
- 单日 2706 stars 的 cloudflare/security-audit-skill 说明企业场景在给 agent 上枷锁：技能输出必须机器可读、可独立复核，光「能跑」已经不够。
- stablyai/orca 靠「用你自己的订阅跑任意 coding agent 的车队管理」拿下 1689 stars，多 agent 编排与自带额度这两件事同时成了刚需。
- 地基项目没退场：php/php-src 以 722 stars 挤进前四，语言运行时这类老底子一旦有版本或性能动静，关注度不输任何新概念。
💡 对独立开发者的启发
- 别再做第 N 个通用 agent 框架，去做单个垂直技能（审计、合规、报表），把输出做成结构化 JSON 加可复核证据链——采买方最缺的正是这个。
- Claude Cowork 这类聚合入口和各家订阅额度是现成分发渠道：把插件挂到用户自己的订阅上，比自己搭 SaaS 少一层计费和信任成本。
- 多 agent 的痛点从来不是跑不起来，而是看得住：日志、成本、并发上限、失败重放，做薄薄一层运维界面就有付费理由。
- mattpocock/skills 纯靠「把工程师个人经验打包成可执行技能」过千星，说明这类产品的边际成本极低、验证周期极短，很适合一个人做。
📝 一句话总结
今天的 GitHub 在给 agent 装技能、上保险：能干活是标配，能被审计、被限权、被复现才值星。
⚠️ 风险提醒
- skills 类仓库大多是提示词和脚本的拼盘，没有测试、没有版本契约，直接装进生产 agent 等于把不可控文本接进执行链。
- 第三方「安全审计」技能本身也是代码：授予 shell 或网络权限之前，先看清它调了什么命令、把数据发往哪里。
- 多 agent 车队管理会让 API 成本非线性上涨，额度共享型工具还可能踩到各家 ToS 里「账号共享」的红线。
- 单日 star 不等于项目价值：今天榜首不少是刚建的文档型仓库，热度褪去后有没有人维护才是真实成本。
🎯 今日可重点关注方向
- 拆一遍 cloudflare/security-audit-skill 的审计流程，看它如何把发现固化成机器可读结果，然后照此给自己的项目写一份精简版。
- 给手上的 agent 补一层技能白名单与权限边界（可参考 NVIDIA/OpenShell 的沙箱思路），先做最小可行版本。
- 评估 stablyai/orca 这类车队工具能否接你现有的 Claude/Codex 订阅，先挑两条流水线小规模试跑。
- 把重复出现的两三个开发动作（发版检查、依赖升级、日志排查）写成个人 skill，放进统一目录反复复用。
- 对 php-src、duckdb、prometheus 这类地基项目留一眼：它们的热度往往预示下一轮基础设施升级窗口。
🔷 Typescript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | stablyai/orca | 1689 | 103.3k | Orca is the place for working with a fleet of agents (e.g. Grok Bot, Claude C… |
| 2 | twentyhq/twenty | 605 | 59.6k | The open alternative to Salesforce, designed for AI. |
| 3 | Renhuai123/ziwei-doushu | 547 | 6.5k | 紫微斗数开源排盘引擎 — 基于倪海厦《天纪》体系，含完整排盘算法、四化系统、格局知识库、古籍原文数据 |
| 4 | supabase/supabase | 440 | 113.7k | The Postgres development platform. Supabase gives you a dedicated Postgres da… |
| 5 | firecrawl/firecrawl | 424 | 194.5k | Supercharge your AI agents with data from the web and beyond. Building the li… |
| 6 | liguobao/ds-harness-remote | 331 | 751 | 一个基于 DeepSeek Harness 插件机制构建的多端远程访问方案，通过安全、低延迟、端到端加密的 P2P 优先网络，支持从 PC、Android… |
| 7 | bowenliang123/dsh-context | 296 | 3.5k | The best DeepSeek Harness plugin for context insight and management, with con… |
| 8 | Vincentwei1021/video-shotcraft | 262 | 13.1k | AI video skill for Claude Code & Codex — cinematic product videos with Remoti… |
| 9 | genspark-ai/genoffice | 193 | 10.6k | Free, open-source AI Office suite: Docs, Sheets, Slides, PDF, Markdown and HT… |
| 10 | OpenHands/OpenHands | 102 | 91.6k | 🙌 OpenHands: AI-Driven Development |
⚙️ C 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | php/php-src | 722 | 41.4k | The PHP Interpreter |
| 2 | colbymchenry/codegraph | 284 | 74.9k | Pre-indexed code knowledge graph, auto syncs on code changes, for Claude Code… |
| 3 | DeusData/codebase-memory-mcp | 121 | 47.3k | Local code intelligence for developers and AI agents. Connect code, docs and… |
| 4 | xiaojieonly/Ehviewer_CN_SXJ | 61 | 28.1k | ehviewer，用爱发电，快乐前行 |
| 5 | kingToolbox/WindTerm | 17 | 32.5k | A professional cross-platform SSH/Sftp/Shell/Telnet/Tmux/Serial terminal. |
| 6 | nginx/nginx | 13 | 31.9k | The official NGINX Open Source repository. |
| 7 | espressif/esp-idf | 13 | 19.3k | Espressif IoT Development Framework. Official development framework for Espre… |
| 8 | zephyrproject-rtos/zephyr | 10 | 16.9k | Primary Git Repository for the Zephyr Project. Zephyr is a new generation, sc… |
| 9 | FoloToy/ai-passport | 10 | 706 | FOLOTOY AI Passport develop resources for Agent |
| 10 | facebook/zstd | 9 | 28.1k | Zstandard - Fast real-time compression algorithm |
🦀 Rust 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | pbakaus/impeccable | 587 | 85.2k | The design language that makes your AI harness better at design. |
| 2 | pollen-robotics/microduck | 430 | 10.3k | A Tiny biped duck robot 🦆 |
| 3 | akitaonrails/ai-memory | 283 | 12.9k | Solution for long term memory for agent coding CLIs and to facilitate handoff… |
| 4 | NVIDIA/OpenShell | 211 | 18.2k | OpenShell is the safe, private runtime for autonomous AI agents. |
| 5 | openai/codex | 181 | 130.6k | Lightweight coding agent that runs in your terminal |
| 6 | astral-sh/uv | 59 | 91.1k | An extremely fast Python package and project manager, written in Rust. |
| 7 | harry0703/MangoDisk | 54 | 4.6k | Safety-first disk cleaner and space analyzer for macOS, Windows and Linux, wi… |
| 8 | ZSeven-W/openpencil | 39 | 6.4k | The world’s first open-source AI-native vector design tool and the first to f… |
| 9 | macro-inc/macro | 35 | 4.9k | Macro is a unified workspace for teams: email, chat, docs, tasks, agents, cal… |
| 10 | agentgateway/agentgateway | 34 | 5.5k | Next Generation Agentic Proxy for AI Agents and MCP servers |
🟨 Javascript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | cloudflare/security-audit-skill | 2706 | 40.6k | A coding-agent skill for multi-phase security audits with independently verif… |
| 2 | DietrichGebert/ponytail | 1870 | 174.3k | Makes your AI agent think like the laziest senior dev in the room. The best c… |
| 3 | DeanChensj/jiangshan-map | 385 | 1.2k | 江山时序 · 中国历史交互地图时间轴 (403 BCE – Present) | Interactive Historical Atlas of Chi… |
| 4 | citrolabs/ego-lite | 311 | 18.9k | The fastest browser for AI agents to run browser automation, built for sharin… |
| 5 | vercel/next.js | 78 | 143.2k | The React Framework |
| 6 | nodejs/node | 76 | 122.6k | Node.js JavaScript runtime ✨🐢🚀✨ |
| 7 | mailcow/mailcow-dockerized | 26 | 13.7k | mailcow: dockerized - 🐮 + 🐋 = 💕 |
| 8 | projectdiscovery/nuclei-templates | 19 | 13.2k | Community curated list of templates for the nuclei engine to find security vu… |
☕ Java 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | kksimp/Mac.apk | 366 | 2.6k | Mac.apk: Run Android apps natively on Apple Silicon Macs |
| 2 | opendataloader-project/opendataloader-pdf | 154 | 30.0k | PDF Parser for AI-ready data. Automate PDF accessibility. Open-source. |
| 3 | zhukunpenglinyutong/jetbrains-cc-gui | 28 | 7.2k | Jetbrains Claude Code and Codex GUI Plugin |
| 4 | iflytek/skillhub | 19 | 5.3k | Self-hosted, open-source agent skill registry for enterprises. Publish & vers… |
| 5 | apache/doris | 17 | 16.1k | Apache Doris is a real-time analytics and hybrid search database for AI agents. |
| 6 | traccar/traccar | 10 | 7.9k | Open source GPS tracking platform - self-hosted or managed, 200+ device proto… |
| 7 | bazelbuild/bazel | 9 | 26.0k | a fast, scalable, multi-language and extensible build system |
| 8 | elastic/elasticsearch | 7 | 78.3k | Free and Open Source, Distributed, RESTful Search Engine |
| 9 | OpenRefine/OpenRefine | 7 | 12.1k | OpenRefine is a free, open source power tool for working with messy data and… |
| 10 | JabRef/jabref | 7 | 4.8k | Desktop app for managing BibTeX and BibLaTeX (.bib) libraries |
🐚 Shell 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | mattpocock/skills | 1104 | 301.4k | Skills for Real Engineers. Straight from my .agents directory. |
| 2 | obra/superpowers | 628 | 304.0k | An agentic skills framework & software development methodology that works. |
| 3 | nvm-sh/nvm | 26 | 95.6k | Node Version Manager - POSIX-compliant bash script to manage multiple active… |
| 4 | liandu2024/Open-Box | 19 | 2.3k | Open-Box 一体化透明代理：OpenWrt / Debian / Ubuntu / Docker；自有程序闭源，第三方组件遵守原许可。 |
| 5 | SimoneAvogadro/android-reverse-engineering-skill | 14 | 8.3k | Claude Code skill to support Android app’s reverse engineering |
| 6 | Astrosp/Awesome-OSINT-List | 12 | 4.6k | 📡 Comprehensive collection of OSINT tools for cybersecurity professionals, re… |
| 7 | kejilion/sh | 11 | 3.5k | KEJILION.SH 一款全功能的Linux管理脚本！An all-in-one Linux management script! |
| 8 | d3/d3 | 9 | 113.8k | Bring data to life with SVG, Canvas and HTML. 📊📈🎉 |
| 9 | serversideup/docker-php | 5 | 2.5k | 🐳 Production-ready Docker images for PHP. Optimized for Laravel, WordPress, a… |
| 10 | nextcloud/docker | 3 | 7.4k | A community maintained docker micro-image for deploying Nextcloud on containe… |
⚡ Cpp 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | godotengine/godot | 91 | 118.9k | Godot Engine – Multi-platform 2D and 3D game engine |
| 2 | duckdb/duckdb | 47 | 42.4k | DuckDB is a high-performance analytical database system |
| 3 | keepassxreboot/keepassxc | 44 | 29.4k | KeePassXC is a cross-platform community-driven port of the Windows applicatio… |
| 4 | LadybirdBrowser/ladybird | 28 | 66.6k | Truly independent web browser |
| 5 | zeux/meshoptimizer | 27 | 8.6k | Mesh optimization library that makes meshes smaller and faster to render |
| 6 | jamro/tiny-engineer | 24 | 811 | A small desktop robot that brings an AI coding assistant to life, physically… |
| 7 | microsoft/WSL | 20 | 34.2k | Windows Subsystem for Linux |
| 8 | MariaDB/server | 18 | 8.4k | MariaDB server is a community developed fork of MySQL server. Started by core… |
| 9 | react/react-native | 17 | 126.8k | A framework for building native applications using React |
| 10 | ArduPilot/ardupilot | 17 | 16.2k | ArduPlane, ArduCopter, ArduRover, ArduSub source |
🔵 Go 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | Asymptote-Labs/agent-beacon | 245 | 2.7k | The cross-harness, self-improving memory layer for AI agents. Join our commun… |
| 2 | multica-ai/multica | 145 | 53.6k | Make humans and AI agents work as one team — open-source and self-hostable. |
| 3 | QuantumNous/new-api | 109 | 50.6k | A unified AI model hub for aggregation & distribution. It supports cross-conv… |
| 4 | infiniflow/ragflow | 80 | 92.7k | RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine… |
| 5 | ltaoo/wx_channels_download | 66 | 10.1k | 微信视频号下载器 |
| 6 | aquasecurity/trivy | 46 | 38.6k | Find vulnerabilities, misconfigurations, secrets, SBOM in containers, Kuberne… |
| 7 | prometheus/prometheus | 36 | 66.7k | The Prometheus monitoring system and time series database. |
| 8 | chaitin/SafeLine | 28 | 22.9k | SafeLine is a self-hosted WAF(Web Application Firewall) / reverse proxy to pr… |
| 9 | samber/cc-skills-golang | 24 | 3.6k | 🧑🎨 A collection of Golang agentic skills that works |
| 10 | zitadel/zitadel | 24 | 15.4k | ZITADEL - Identity infrastructure, simplified for you. |
🐍 Python 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | Graphify-Labs/graphify | 1328 | 133.5k | Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a quer… |
| 2 | luongnv89/claude-howto | 1168 | 43.7k | A visual, example-driven guide to Claude Code — from basic concepts to advanc… |
| 3 | anthropics/knowledge-work-plugins | 643 | 31.9k | Open source repository of plugins primarily intended for knowledge workers to… |
| 4 | TauricResearch/TradingAgents | 498 | 113.2k | TradingAgents: Multi-Agents LLM Financial Trading Framework |
| 5 | vllm-project/vllm | 440 | 95.2k | A high-throughput and memory-efficient inference and serving engine for LLMs |
| 6 | SnailSploit/Claude-Red | 209 | 8.0k | claude-red is a curated library of offensive security skills designed for the… |
| 7 | onyx-dot-app/onyx | 181 | 32.9k | Open Source AI Platform - AI Chat with advanced features that works with ever… |
| 8 | OpenBMB/VoxCPM | 144 | 40.0k | VoxCPM2: Tokenizer-Free TTS for Multilingual Speech Generation, Creative Voic… |
| 9 | virgiliojr94/book-to-skill | 139 | 35.8k | Turn any technical book PDF into a Claude Code skill — ready to study, refere… |
| 10 | baidu/Unlimited-OCR | 93 | 28.3k | Unlimited OCR Works: Welcome the Era of One-shot Long-horizon Parsing. |
📡 数据来源：GitHub Trending | 由 Hermes AI 自动生成 🤖