GitHub Trending 技术趋势 (2026-11-12)
Executive Summary
结论先行
2026-11-12，AI/ML 方向以 70% 的占比主导今日 GitHub Trending，meta/astryx 以 2,776 stars today 领跑热度榜。
支撑论点
- AI/ML 共收录 7 个项目，占全部 10 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 TypeScript(3)、Python(2)、Other(1)，反映出当前主流技术栈偏好。
- 今日共计 6,895 新增 Stars，总 Stars 累计 374,057，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 |
|---|---|---|---|---|---|
| astryx | #1 → | +2,170 | +136 | -332 | Day 5 |
| sure | #2 ▲10 | +1,023 | +67 | +919 | Day 2 |
| agent-skills | #3 ▲5 | +819 | +72 | +322 | Day 2 |
| agent-browser | #4 ▲2 | +680 | +40 | -72 | Day 5 |
| ha-mcp | #5 → | +737 | +23 | -145 | 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 7 个项目上榜。其中 meta/astryx 热度最高（2,776 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，TypeScript(3 项目)、Python(2 项目)、Other(1 项目) 位列前三。
值得关注的项目： astryx、sure、agent-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
meta/astryx
An open source design system that's fully customizable and agent ready
ZhuLinsen/daily_stock_analysis
LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.
shadcn/improve
Use your most capable model to audit your codebase and write plans for cheaper models to execute.
addyosmani/agent-skills
Production-grade engineering skills for AI coding agents.
vercel-labs/agent-browser
Browser automation CLI for AI agents
homeassistant-ai/ha-mcp
Configure and automate Home Assistant with Claude, ChatGPT, and other AI assistants.
openai/codex-security
OpenAI's Codex Security CLI and TypeScript SDK for finding, validating, and fixing security vulnerabilities. npm:https://www.npmjs.com/package/@openai/codex-security
Web开发
meta/astryx
An open source design system that's fully customizable and agent ready
addyosmani/agent-skills
Production-grade engineering skills for AI coding agents.
openai/codex-security
OpenAI's Codex Security CLI and TypeScript SDK for finding, validating, and fixing security vulnerabilities. npm:https://www.npmjs.com/package/@openai/codex-security
系统/基础设施
meta/astryx
An open source design system that's fully customizable and agent ready
ZhuLinsen/daily_stock_analysis
LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.
shadcn/improve
Use your most capable model to audit your codebase and write plans for cheaper models to execute.
addyosmani/agent-skills
Production-grade engineering skills for AI coding agents.
编程语言/工具
vercel-labs/agent-browser
Browser automation CLI for AI agents
openai/codex-security
OpenAI's Codex Security CLI and TypeScript SDK for finding, validating, and fixing security vulnerabilities. npm:https://www.npmjs.com/package/@openai/codex-security
DevOps/云原生
ZhuLinsen/daily_stock_analysis
LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.