GitHub Trending 日榜 Top 10（2026/11/06）

今日 GitHub 热门项目深度解读，每个项目 500 字讲清楚核心价值。

🏆 第1名：NVIDIA/auto-ontology

Auto Ontology is a Python framework for building semantic, graph-based reasoning layers over data. It enables deterministic query generation, better context retrieval, and more explainable AI for LLM and agent workflows.

技术栈：Python
今日增长：+2,679 Star
累计 Star：7,401
Fork 数：587
仓库地址：https://github.com/NVIDIA/auto-ontology

🥈 第2名：vercel-labs/agent-desktop

Computer use CLI for AI agents

技术栈：Rust
今日增长：+2,173 Star
累计 Star：16,894
Fork 数：1,190
仓库地址：https://github.com/vercel-labs/agent-desktop

🥉 第3名：mattpocock/skills

Skills for Real Engineers. Straight from my .agents directory.

技术栈：Shell
今日增长：+2,071 Star
累计 Star：315,275
Fork 数：26,402
仓库地址：https://github.com/mattpocock/skills

第4名：D4Vinci/Scrapling

🕷️ The BEST Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev

技术栈：Python
今日增长：+1,655 Star
累计 Star：98,006
Fork 数：10,264
仓库地址：https://github.com/D4Vinci/Scrapling

第5名：JiaFeiMiao-K-Cat/DiscImageStudio

技术栈：C#
今日增长：+984 Star
累计 Star：7,288
Fork 数：261
仓库地址：https://github.com/JiaFeiMiao-K-Cat/DiscImageStudio

第6名：floci-io/floci

Light, fluffy, and always free - The AWS Local Emulator alternative

技术栈：Java
今日增长：+779 Star
累计 Star：30,428
Fork 数：3,333
仓库地址：https://github.com/floci-io/floci

第7名：scenario-labs/skills

Get production-ready images, video, audio, and 3D from any AI agent: skills that pick the right model, price before spending, and keep characters and brands consistent through the Scenario MCP, plus expert teams that drive Blender, Maya, ZBrush, Unreal, and Unity.

技术栈：Python
今日增长：+667 Star
累计 Star：3,078
Fork 数：272
仓库地址：https://github.com/scenario-labs/skills

第8名：garrytan/gstack

Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA

技术栈：TypeScript
今日增长：+612 Star
累计 Star：139,958
Fork 数：20,699
仓库地址：https://github.com/garrytan/gstack

第9名：max-sixty/worktrunk

Worktrunk is a CLI for Git worktree management, designed for parallel AI agent workflows

技术栈：Rust
今日增长：+546 Star
累计 Star：11,526
Fork 数：439
仓库地址：https://github.com/max-sixty/worktrunk

第10名：Usagi-org/ai-goofish-monitor

基于 Playwright 和AI实现的闲鱼多任务实时/定时监控与智能分析系统，配备了功能完善的后台管理UI。帮助用户从闲鱼海量商品中，找到心仪产品。

技术栈：Python
今日增长：+240 Star
累计 Star：17,573
Fork 数：2,947
仓库地址：https://github.com/Usagi-org/ai-goofish-monitor