Executive Summary
结论先行
2026-11-11，AI/ML 方向以 50% 的占比主导今日 GitHub Trending，meta/astryx 以 3,108 stars today 领跑热度榜。
支撑论点
- AI/ML 共收录 6 个项目，占全部 12 个趋势项目的 50%，AI 技术持续引领开源创新。
- 编程语言 Top 3 为 Python(4)、TypeScript(2)、Rust(2)，反映出当前主流技术栈偏好。
- 今日共计 12,153 新增 Stars，总 Stars 累计 880,017，开源社区活跃度强劲。
数据概览
12
趋势项目
880,017
总 Stars
12,153
今日新增 Stars
5
技术方向
技术方向分布
pie title 技术方向占比
"AI/ML" : 6
"Web开发" : 5
"系统/基础设施" : 5
"编程语言/工具" : 4
"移动开发" : 3
热度排行 Top 5
3108astryx
2393sherlock
1679skills
1225skills
790ha-mcp
昨日对比
5
新上榜
4
已退出
7
连续上榜
4
热度飙升
+7,346 ▲
今日增长总量
1,013
平均热度
64%
留存率
-7% ▼
增长率
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 |
| astryx |
#1 ▲1 |
+2,496 |
+271 |
-170 |
Day 4 |
| sherlock |
#2 ▼1 |
+1,610 |
+236 |
-1,874 |
Day 4 |
| skills |
#3 ▲1 |
+1,148 |
+188 |
+641 |
Day 4 |
| ha-mcp |
#5 ▲6 |
+615 |
+135 |
+759 |
Day 2 |
| agent-browser |
#6 ▼1 |
+656 |
+142 |
-136 |
Day 4 |
| claude-quickstarts |
#7 → |
+421 |
+150 |
-20 |
Day 3 |
| mujoco |
#9 ▼3 |
+400 |
+147 |
-118 |
Day 3 |
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 6 个项目上榜。其中 meta/astryx 热度最高（3,108 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(4 项目)、TypeScript(2 项目)、Rust(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： astryx、sherlock、skills 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、Web开发、系统/基础设施 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
该方向共 6 个项目上榜，主要使用 Python、TypeScript、JavaScript，今日合计新增 8,047 Stars。
RISING +2,496 stars
An open source design system that's fully customizable and agent ready
TypeScript
Stars: 23,071
Forks: 1,831
3,108 stars today
Stars +2,496
Rank ▲1
Trending 4 days
RISING +1,148 stars
Public repository for Agent Skills
Python
Stars: 192,401
Forks: 22,651
1,679 stars today
Stars +1,148
Rank ▲1
Trending 4 days
NEW
Production-grade engineering skills for AI coding agents.
JavaScript
Stars: 115,230
Forks: 12,098
465 stars today
RISING +615 stars
Configure and automate Home Assistant with Claude, ChatGPT, and other AI assistants.
Python
Stars: 6,712
Forks: 432
790 stars today
Stars +615
Rank ▲6
Trending 2 days
Day 4 on trending | +656 stars
Browser automation CLI for AI agents
Rust
Stars: 49,281
Forks: 3,452
780 stars today
Stars +656
Rank ▼1
Trending 4 days
NEW
Skills for Real Engineers. Straight from my .agents directory.
Shell
Stars: 321,004
Forks: 26,912
1,225 stars today
Web开发
该方向共 5 个项目上榜，主要使用 TypeScript、JavaScript、Python，今日合计新增 4,671 Stars。
RISING +2,496 stars
An open source design system that's fully customizable and agent ready
TypeScript
Stars: 23,071
Forks: 1,831
3,108 stars today
Stars +2,496
Rank ▲1
Trending 4 days
NEW
Production-grade engineering skills for AI coding agents.
JavaScript
Stars: 115,230
Forks: 12,098
465 stars today
Day 3 on trending | +421 stars
A collection of projects designed to help developers quickly get started with building deployable applications using the Claude API
Python
Stars: 20,534
Forks: 3,471
531 stars today
Stars +421
Trending 3 days
NEW
A batteries-included framework for building web apps
Rust
Stars: 6,871
Forks: 303
192 stars today
NEW
A context-compression plugin for month-long single sessions (billions of tokens) ,small context windows (a 100K context is enough) and token savings (5x fewer tokens) .上下文压缩插件，月级长会话会话， 兼顾小窗口(100k上下文足矣)省token(省5倍token) . billion-context is all you need
TypeScript
Stars: 6,366
Forks: 533
375 stars today
系统/基础设施
该方向共 5 个项目上榜，主要使用 Python、TypeScript、JavaScript，今日合计新增 8,101 Stars。
RISING +2,496 stars
An open source design system that's fully customizable and agent ready
TypeScript
Stars: 23,071
Forks: 1,831
3,108 stars today
Stars +2,496
Rank ▲1
Trending 4 days
RISING +1,148 stars
Public repository for Agent Skills
Python
Stars: 192,401
Forks: 22,651
1,679 stars today
Stars +1,148
Rank ▲1
Trending 4 days
NEW
Production-grade engineering skills for AI coding agents.
JavaScript
Stars: 115,230
Forks: 12,098
465 stars today
Day 3 on trending | +400 stars
Multi-Joint dynamics with Contact. A general purpose physics simulator.
C++
Stars: 17,407
Forks: 2,148
456 stars today
Stars +400
Rank ▼3
Trending 3 days
RISING +1,610 stars
Hunt down social media accounts by username across social networks
Python
Stars: 109,093
Forks: 12,671
2,393 stars today
Stars +1,610
Rank ▼1
Trending 4 days
编程语言/工具
该方向共 4 个项目上榜，主要使用 Rust、Python、Shell，今日合计新增 2,728 Stars。
Day 3 on trending | +421 stars
A collection of projects designed to help developers quickly get started with building deployable applications using the Claude API
Python
Stars: 20,534
Forks: 3,471
531 stars today
Stars +421
Trending 3 days
Day 4 on trending | +656 stars
Browser automation CLI for AI agents
Rust
Stars: 49,281
Forks: 3,452
780 stars today
Stars +656
Rank ▼1
Trending 4 days
NEW
A batteries-included framework for building web apps
Rust
Stars: 6,871
Forks: 303
192 stars today
NEW
Skills for Real Engineers. Straight from my .agents directory.
Shell
Stars: 321,004
Forks: 26,912
1,225 stars today
移动开发
该方向共 3 个项目上榜，主要使用 Python、Ruby、Rust，今日合计新增 882 Stars。
Day 3 on trending | +421 stars
A collection of projects designed to help developers quickly get started with building deployable applications using the Claude API
Python
Stars: 20,534
Forks: 3,471
531 stars today
Stars +421
Trending 3 days
NEW
The personal finance app for everyone (by everyone)
Ruby
Stars: 12,047
Forks: 895
159 stars today
NEW
A batteries-included framework for building web apps
Rust
Stars: 6,871
Forks: 303
192 stars today
