GitHub Trending 技术趋势 (2026-11-08)

2026-11-08 6 min read AI

Executive Summary

结论先行

2026-11-08，AI/ML 方向以 53% 的占比主导今日 GitHub Trending，cloudflare/security-audit-skill 以 2,085 stars today 领跑热度榜。

支撑论点

  1. AI/ML 共收录 8 个项目，占全部 15 个趋势项目的 53%，AI 技术持续引领开源创新。
  2. 编程语言 Top 3 为 Python(4)、TypeScript(4)、Rust(3)，反映出当前主流技术栈偏好。
  3. 今日共计 10,433 新增 Stars，总 Stars 累计 1,092,395，开源社区活跃度强劲。

数据概览

15 趋势项目
1,092,395 总 Stars
10,433 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" : 8 "系统/基础设施" : 6 "编程语言/工具" : 5 "Web开发" : 5 "DevOps/云原生" : 5

热度排行 Top 5

2085security-aud
1955OpenMausBot
1766sherlock
1114zed
1100skills

昨日对比

9 新上榜
11 已退出
6 连续上榜
4 热度飙升
+4,334 ▲ 今日增长总量
696 平均热度
35% 留存率
+13% ▲ 增长率

新上榜项目

NEWmilind-soni/OpenMausBotTypeScript+1,955 stars today
NEWsherlock-project/sherlockPython+1,766 stars today
NEWanthropics/skillsPython+390 stars today
NEWranxianglei/billion-contextTypeScript+191 stars today
NEWvercel-labs/agent-browserRust+190 stars today
NEWmbillow/localthingsPython+186 stars today
NEWdsx-ai-factory/nvkeGo+123 stars today
NEWtailwindlabs/tailwindcssTypeScript+122 stars today
NEWmeta/astryxTypeScript+96 stars today

退出趋势项目

OFFNVIDIA/auto-ontologyPython9,126 stars
OFFmicrosoft/vscodeTypeScript195,036 stars
OFFrust-lang/rustRust121,472 stars
OFFetcd-io/etcdGo52,620 stars
OFFreact/reactJavaScript252,271 stars
OFFmpv-player/mpvC37,889 stars
OFFopenssl/opensslC31,301 stars
OFFrails/railsRuby59,036 stars
OFFangular/angularTypeScript101,379 stars
OFFnushell/nushellRust40,995 stars
OFFsymfony/symfonyPHP31,443 stars

连续上榜项目

▼3 #5 mattpocock/skills Stars +974 热度 -970 Day 6
▼2 #6 google/skills Stars +575 热度 -91 Day 3
→ #1 cloudflare/security-audit-skill Stars +1,647 热度 -463 Day 2
▲1 #4 zed-industries/zed Stars +615 热度 +808 Day 2
▲1 #8 astral-sh/ruff Stars +273 热度 +181 Day 2
▲1 #9 prometheus/prometheus Stars +250 热度 +174 Day 2

热度变化 Top 5

security-audit-s
2,085
2,548
-463
OpenMausBot
1,955
0
+1,955
sherlock
1,766
0
+1,766
zed
1,114
306
+808
skills
1,100
2,070
-970

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
security-audit-skill #1 → +1,647 +114 -463 Day 2
zed #4 ▲1 +615 +51 +808 Day 2
skills #5 ▼3 +974 +81 -970 Day 6
skills #6 ▼2 +575 +35 -91 Day 3
ruff #8 ▲1 +273 +19 +181 Day 2
prometheus #9 ▲1 +250 +15 +174 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 8 个项目上榜。其中 cloudflare/security-audit-skill 热度最高（2,085 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(4 项目)、Rust(3 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： security-audit-skill、OpenMausBot、sherlock 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、系统/基础设施、编程语言/工具 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 8 个项目上榜，主要使用 Python、TypeScript、Rust，今日合计新增 4,549 Stars。
NEW

vercel-labs/agent-browser

Browser automation CLI for AI agents

Rust Stars: 46,868 Forks: 3,211 190 stars today
RISING +1,647 stars

cloudflare/security-audit-skill

A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings

JavaScript Stars: 65,796 Forks: 4,273 2,085 stars today
Stars +1,647 Trending 2 days
Day 3 on trending | +575 stars

google/skills

Agent Skills for Google products and technologies

Python Stars: 23,438 Forks: 1,957 443 stars today
Stars +575 Rank ▼2 Trending 3 days
Day 6 on trending | +974 stars

mattpocock/skills

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

Shell Stars: 317,760 Forks: 26,583 1,100 stars today
Stars +974 Rank ▼3 Trending 6 days
NEW

anthropics/skills

Public repository for Agent Skills

Python Stars: 188,829 Forks: 22,257 390 stars today
NEW

meta/astryx

An open source design system that's fully customizable and agent ready

TypeScript Stars: 14,579 Forks: 1,192 96 stars today
NEW

tailwindlabs/tailwindcss

A utility-first CSS framework for rapid UI development.

TypeScript Stars: 98,491 Forks: 7,109 122 stars today
NEW

dsx-ai-factory/nvke

NVIDIA Kubernetes Engine (NVKE). A management plane for GPU Kubernetes on bare metal.

Go Stars: 568 Forks: 90 123 stars today

系统/基础设施

该方向共 6 个项目上榜，主要使用 Python、TypeScript、Go，今日合计新增 3,874 Stars。
NEW

anthropics/skills

Public repository for Agent Skills

Python Stars: 188,829 Forks: 22,257 390 stars today
NEW

meta/astryx

An open source design system that's fully customizable and agent ready

TypeScript Stars: 14,579 Forks: 1,192 96 stars today
RISING +250 stars

prometheus/prometheus

The Prometheus monitoring system and time series database.

Go Stars: 67,452 Forks: 11,004 322 stars today
Stars +250 Rank ▲1 Trending 2 days
NEW

sherlock-project/sherlock

Hunt down social media accounts by username across social networks

Python Stars: 100,581 Forks: 11,878 1,766 stars today
NEW

mbillow/localthings

Control your Samsung appliances from Home Assistant over your home network, with no cloud account.

Python Stars: 1,070 Forks: 112 186 stars today
RISING +615 stars

zed-industries/zed

Code at the speed of thought – Zed is a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter.

Rust Stars: 94,297 Forks: 11,555 1,114 stars today
Stars +615 Rank ▲1 Trending 2 days

编程语言/工具

该方向共 5 个项目上榜，主要使用 Rust、Shell、TypeScript，今日合计新增 2,876 Stars。
NEW

vercel-labs/agent-browser

Browser automation CLI for AI agents

Rust Stars: 46,868 Forks: 3,211 190 stars today
Day 6 on trending | +974 stars

mattpocock/skills

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

Shell Stars: 317,760 Forks: 26,583 1,100 stars today
Stars +974 Rank ▼3 Trending 6 days
RISING +273 stars

astral-sh/ruff

An extremely fast Python linter and code formatter, written in Rust.

Rust Stars: 50,985 Forks: 2,632 350 stars today
Stars +273 Rank ▲1 Trending 2 days
NEW

tailwindlabs/tailwindcss

A utility-first CSS framework for rapid UI development.

TypeScript Stars: 98,491 Forks: 7,109 122 stars today
RISING +615 stars

zed-industries/zed

Code at the speed of thought – Zed is a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter.

Rust Stars: 94,297 Forks: 11,555 1,114 stars today
Stars +615 Rank ▲1 Trending 2 days

Web开发

该方向共 5 个项目上榜，主要使用 TypeScript、JavaScript，今日合计新增 4,449 Stars。
RISING +1,647 stars

cloudflare/security-audit-skill

A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings

JavaScript Stars: 65,796 Forks: 4,273 2,085 stars today
Stars +1,647 Trending 2 days
NEW

meta/astryx

An open source design system that's fully customizable and agent ready

TypeScript Stars: 14,579 Forks: 1,192 96 stars today
NEW

milind-soni/OpenMausBot

Open-source Grok Bot alternative with a virtual machine that bots can use

TypeScript Stars: 17,046 Forks: 2,413 1,955 stars today
NEW

tailwindlabs/tailwindcss

A utility-first CSS framework for rapid UI development.

TypeScript Stars: 98,491 Forks: 7,109 122 stars today
NEW

ranxianglei/billion-context

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: 4,635 Forks: 370 191 stars today

DevOps/云原生

该方向共 5 个项目上榜，主要使用 Go、Python、JavaScript，今日合计新增 4,482 Stars。
RISING +1,647 stars

cloudflare/security-audit-skill

A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings

JavaScript Stars: 65,796 Forks: 4,273 2,085 stars today
Stars +1,647 Trending 2 days
RISING +250 stars

prometheus/prometheus

The Prometheus monitoring system and time series database.

Go Stars: 67,452 Forks: 11,004 322 stars today
Stars +250 Rank ▲1 Trending 2 days
NEW

sherlock-project/sherlock

Hunt down social media accounts by username across social networks

Python Stars: 100,581 Forks: 11,878 1,766 stars today
NEW

mbillow/localthings

Control your Samsung appliances from Home Assistant over your home network, with no cloud account.

Python Stars: 1,070 Forks: 112 186 stars today
NEW

dsx-ai-factory/nvke

NVIDIA Kubernetes Engine (NVKE). A management plane for GPU Kubernetes on bare metal.

Go Stars: 568 Forks: 90 123 stars today

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