GitHub Trending 日榜 Top 10（2026/08/02）

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：zhaoxuya520/reverse-skill

Reverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack AI-powered routing + On-demand toolchain bootstrapping + Self-evolving knowledge base Supports Claude Code, Kiro, Cursor, Cline, and other AI coding clients 逆向/渗透/安全技能路由包 - AI 自动路由 + 按需自举工具链 + 自动进化经验库 | 支持 Claude Code / Kiro / Cursor / Cline 等代码 AI 客户端

技术栈：PowerShell
今日增长：+1,320 Star
累计 Star：11,935
Fork 数：1,808
仓库地址：https://github.com/zhaoxuya520/reverse-skill

🥈 第2名：microsoft/AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

技术栈：Jupyter Notebook
今日增长：+949 Star
累计 Star：57,265
Fork 数：11,347
仓库地址：https://github.com/microsoft/AI-For-Beginners

🥉 第3名：usekaneo/kaneo

🎯 All you need. Nothing you don't. Open source project management that works for you, not against you.

技术栈：TypeScript
今日增长：+760 Star
累计 Star：5,697
Fork 数：485
仓库地址：https://github.com/usekaneo/kaneo

第4名：paperswithbacktest/awesome-systematic-trading

A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading.

技术栈：Python
今日增长：+523 Star
累计 Star：12,251
Fork 数：1,514
仓库地址：https://github.com/paperswithbacktest/awesome-systematic-trading

第5名：huggingface/speech-to-speech

Build local voice agents with open-source models

技术栈：Python
今日增长：+442 Star
累计 Star：10,219
Fork 数：1,249
仓库地址：https://github.com/huggingface/speech-to-speech

第6名：iv-org/invidious

Invidious is an alternative front-end to YouTube

技术栈：Crystal
今日增长：+435 Star
累计 Star：21,624
Fork 数：2,431
仓库地址：https://github.com/iv-org/invidious

第7名：TencentCloud/TencentDB-Agent-Memory

TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks.

技术栈：TypeScript
今日增长：+227 Star
累计 Star：10,302
Fork 数：990
仓库地址：https://github.com/TencentCloud/TencentDB-Agent-Memory

第8名：bytedance/deer-flow

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

技术栈：Python
今日增长：+209 Star
累计 Star：78,732
Fork 数：10,743
仓库地址：https://github.com/bytedance/deer-flow

第9名：github/copilot-sdk

Multi-platform SDK for integrating GitHub Copilot Agent into apps and services

技术栈：Java
今日增长：+142 Star
累计 Star：10,280
Fork 数：1,387
仓库地址：https://github.com/github/copilot-sdk

第10名：microsoft/generative-ai-for-beginners

21 Lessons, Get Started Building with Generative AI

技术栈：Jupyter Notebook
今日增长：+108 Star
累计 Star：114,220
Fork 数：61,221
仓库地址：https://github.com/microsoft/generative-ai-for-beginners