Executive Summary
结论先行
2026-11-07，编程语言/工具 方向以 59% 的占比主导今日 GitHub Trending，cloudflare/security-audit-skill 以 2,548 stars today 领跑热度榜。
支撑论点
- 编程语言/工具 共收录 10 个项目，占全部 17 个趋势项目的 59%，该方向热度居首。
- 编程语言 Top 3 为 Rust(4)、Python(2)、C(2)，反映出当前主流技术栈偏好。
- 今日共计 9,258 新增 Stars，总 Stars 累计 1,547,962，开源社区活跃度强劲。
数据概览
17
趋势项目
1,547,962
总 Stars
9,258
今日新增 Stars
5
技术方向
技术方向分布
pie title 技术方向占比
"编程语言/工具" : 10
"Web开发" : 7
"系统/基础设施" : 5
"AI/ML" : 5
"DevOps/云原生" : 4
热度排行 Top 5
2548security-aud
2070skills
2015auto-ontolog
534skills
306zed
昨日对比
14
新上榜
12
已退出
3
连续上榜
3
热度飙升
+3,362 ▲
今日增长总量
545
平均热度
20%
留存率
-30% ▼
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 |
| skills |
#2 ▲1 |
+1,357 |
+93 |
-1 |
Day 5 |
| auto-ontology |
#3 ▼2 |
+1,572 |
+129 |
-664 |
Day 3 |
| skills |
#4 ▲8 |
+433 |
+27 |
+323 |
Day 2 |
AI 发展趋势洞察
主导方向与驱动力： 今日 Trending 以 编程语言/工具 方向最为突出，共 10 个项目上榜。其中 cloudflare/security-audit-skill 热度最高（2,548 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，Rust(4 项目)、Python(2 项目)、C(2 项目) 位列前三。
值得关注的项目： security-audit-skill、skills、auto-ontology 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 编程语言/工具、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。
编程语言/工具
该方向共 10 个项目上榜，主要使用 Rust、TypeScript、Python，今日合计新增 5,484 Stars。
NEW
Code at the speed of thought – Zed is a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter.
Rust
Stars: 93,682
Forks: 11,504
306 stars today
RISING +1,572 stars
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.
Python
Stars: 9,126
Forks: 729
2,015 stars today
Stars +1,572
Rank ▼2
Trending 3 days
NEW
🎥 Command line media player
C
Stars: 37,889
Forks: 3,633
37 stars today
NEW
Empowering everyone to build reliable and efficient software.
Rust
Stars: 121,472
Forks: 17,367
192 stars today
NEW
Deliver web apps with confidence 🚀
TypeScript
Stars: 101,379
Forks: 28,912
135 stars today
NEW
The Symfony PHP framework
PHP
Stars: 31,443
Forks: 9,948
128 stars today
NEW
Visual Studio Code
TypeScript
Stars: 195,036
Forks: 44,426
301 stars today
NEW
A new type of shell
Rust
Stars: 40,995
Forks: 2,343
131 stars today
RISING +1,357 stars
Skills for Real Engineers. Straight from my .agents directory.
Shell
Stars: 316,786
Forks: 26,502
2,070 stars today
Stars +1,357
Rank ▲1
Trending 5 days
NEW
An extremely fast Python linter and code formatter, written in Rust.
Rust
Stars: 50,712
Forks: 2,613
169 stars today
Web开发
该方向共 7 个项目上榜，主要使用 JavaScript、TypeScript、Python，今日合计新增 5,581 Stars。
RISING +1,572 stars
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.
Python
Stars: 9,126
Forks: 729
2,015 stars today
Stars +1,572
Rank ▼2
Trending 3 days
NEW
Ruby on Rails
Ruby
Stars: 59,036
Forks: 23,832
142 stars today
NEW
Empowering everyone to build reliable and efficient software.
Rust
Stars: 121,472
Forks: 17,367
192 stars today
NEW
The library for web and native user interfaces.
JavaScript
Stars: 252,271
Forks: 51,812
248 stars today
NEW
Deliver web apps with confidence 🚀
TypeScript
Stars: 101,379
Forks: 28,912
135 stars today
NEW
Visual Studio Code
TypeScript
Stars: 195,036
Forks: 44,426
301 stars today
NEW
A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings
JavaScript
Stars: 64,149
Forks: 4,159
2,548 stars today
系统/基础设施
该方向共 5 个项目上榜，主要使用 Go、Rust、TypeScript，今日合计新增 909 Stars。
NEW
Code at the speed of thought – Zed is a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter.
Rust
Stars: 93,682
Forks: 11,504
306 stars today
NEW
The Prometheus monitoring system and time series database.
Go
Stars: 67,202
Forks: 10,989
148 stars today
NEW
Visual Studio Code
TypeScript
Stars: 195,036
Forks: 44,426
301 stars today
NEW
Distributed reliable key-value store for the most critical data of a distributed system
Go
Stars: 52,620
Forks: 10,590
128 stars today
NEW
General purpose TLS and crypto library
C
Stars: 31,301
Forks: 11,580
26 stars today
AI/ML
该方向共 5 个项目上榜，主要使用 Python、Ruby、Shell，今日合计新增 7,309 Stars。
RISING +1,572 stars
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.
Python
Stars: 9,126
Forks: 729
2,015 stars today
Stars +1,572
Rank ▼2
Trending 3 days
NEW
Ruby on Rails
Ruby
Stars: 59,036
Forks: 23,832
142 stars today
RISING +433 stars
Agent Skills for Google products and technologies
Python
Stars: 22,863
Forks: 1,922
534 stars today
Stars +433
Rank ▲8
Trending 2 days
RISING +1,357 stars
Skills for Real Engineers. Straight from my .agents directory.
Shell
Stars: 316,786
Forks: 26,502
2,070 stars today
Stars +1,357
Rank ▲1
Trending 5 days
NEW
A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings
JavaScript
Stars: 64,149
Forks: 4,159
2,548 stars today
DevOps/云原生
该方向共 4 个项目上榜，主要使用 Go、Rust、JavaScript，今日合计新增 3,016 Stars。
NEW
Empowering everyone to build reliable and efficient software.
Rust
Stars: 121,472
Forks: 17,367
192 stars today
NEW
The Prometheus monitoring system and time series database.
Go
Stars: 67,202
Forks: 10,989
148 stars today
NEW
Distributed reliable key-value store for the most critical data of a distributed system
Go
Stars: 52,620
Forks: 10,590
128 stars today
NEW
A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings
JavaScript
Stars: 64,149
Forks: 4,159
2,548 stars today
