GitHub Trending 技术趋势 (2026-07-04)
Executive Summary
结论先行
2026-07-04，AI/ML 方向以 70% 的占比主导今日 GitHub Trending，JuliusBrussee/caveman 以 2,863 stars today 领跑热度榜。
支撑论点
- AI/ML 共收录 14 个项目，占全部 20 个趋势项目的 70%，AI 技术持续引领开源创新。
- 编程语言 Top 3 为 Python(8)、TypeScript(4)、JavaScript(2)，反映出当前主流技术栈偏好。
- 今日共计 13,954 新增 Stars，总 Stars 累计 1,218,458，开源社区活跃度强劲。
数据概览
技术方向分布
热度排行 Top 5
昨日对比
新上榜项目
退出趋势项目
连续上榜项目
热度变化 Top 5
增长明细
点击展开增长明细表
| 项目 | 排名 | Star 变化 | Fork 变化 | 热度变化 | 连续天数 |
|---|---|---|---|---|---|
| caveman | #1 ▲4 | +2,064 | +97 | +1,937 | Day 2 |
| strix | #2 → | +2,452 | +172 | +666 | Day 4 |
| superpowers | #3 ▲3 | +1,124 | +82 | +312 | Day 2 |
| agency-agents | #4 ▼3 | +1,017 | +176 | -1,824 | Day 5 |
| cs249r_book | #7 ▲7 | +590 | +57 | +725 | Day 2 |
| codex-plugin-cc | #8 ▲2 | +583 | +26 | +282 | Day 2 |
| agentskills | #10 ▲3 | +389 | +20 | +320 | Day 2 |
| chrome-devtools-mcp | #11 ▲1 | +408 | +22 | +301 | Day 2 |
| pytorch | #12 ▲3 | +205 | +21 | +228 | Day 2 |
| checkout | #16 ▲1 | +102 | +8 | +103 | Day 2 |
AI 发展趋势洞察
主导方向与驱动力： 今日 Trending 以 AI/ML 方向最为突出，共 14 个项目上榜。其中 JuliusBrussee/caveman 热度最高（2,863 stars today），体现出社区对该领域的持续关注。
编程语言偏好： 今日热门项目中，Python(8 项目)、TypeScript(4 项目)、JavaScript(2 项目) 位列前三。Python 继续巩固其在 AI/数据领域的统治地位，同时 Rust/Go 等系统级语言在基础设施方向保持增长。
值得关注的项目： caveman、strix、superpowers 等项目今日增长迅猛，建议开发者持续跟踪其发展动态。
跨领域融合： 当前 Trending 涵盖 AI/ML、编程语言/工具、Web开发 等方向，反映出技术生态日益交叉融合的趋势。AI 能力正加速渗透到 DevOps、安全、数据库等各基础设施层面。
AI/ML
usestrix/strix
Open-source AI penetration testing tool to find and fix your app’s vulnerabilities.
openai/codex-plugin-cc
Use Codex from Claude Code to review code or delegate tasks.
ChromeDevTools/chrome-devtools-mcp
Chrome DevTools for coding agents
ansible/ansible
Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems.https://docs.ansible.com.
pytorch/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
safishamsi/graphify
AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.
anthropics/claude-code
Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.
obra/superpowers
An agentic skills framework & software development methodology that works.
agentskills/agentskills
Specification and documentation for Agent Skills
supabase/supabase
The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.
msitarzewski/agency-agents
A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.
编程语言/工具
usestrix/strix
Open-source AI penetration testing tool to find and fix your app’s vulnerabilities.
ChromeDevTools/chrome-devtools-mcp
Chrome DevTools for coding agents
ansible/ansible
Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems.https://docs.ansible.com.
safishamsi/graphify
AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.
anthropics/claude-code
Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.
obra/superpowers
An agentic skills framework & software development methodology that works.
supabase/supabase
The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.
msitarzewski/agency-agents
A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.
Web开发
openai/codex-plugin-cc
Use Codex from Claude Code to review code or delegate tasks.
JuliusBrussee/caveman
🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman
actions/checkout
Action for checking out a repo
ChromeDevTools/chrome-devtools-mcp
Chrome DevTools for coding agents
supabase/supabase
The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.
msitarzewski/agency-agents
A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.
系统/基础设施
ansible/ansible
Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems.https://docs.ansible.com.
harvard-edge/cs249r_book
Machine Learning Systems
pytorch/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
safishamsi/graphify
AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.
supabase/supabase
The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.
移动开发
usestrix/strix
Open-source AI penetration testing tool to find and fix your app’s vulnerabilities.
ansible/ansible
Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems.https://docs.ansible.com.
safishamsi/graphify
AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.
supabase/supabase
The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.