GitHub Trending 技术趋势 (2026-05-25)
Executive Summary
结论先行
2026-05-25，AI/ML 方向以 62% 的占比主导今日 GitHub Trending，Lum1104/Understand-Anything 以 3,987 stars today 领跑热度榜。
支撑论点
- AI/ML 共收录 10 个项目，占全部 16 个趋势项目的 62%，AI 技术持续引领开源创新。
- 编程语言 Top 3 为 Python(7)、TypeScript(5)、Other(1)，反映出当前主流技术栈偏好。
- 今日共计 17,358 新增 Stars，总 Stars 累计 1,027,400，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 |
|---|---|---|---|---|---|
| Understand-Anything | #1 ▲2 | +4,206 | +308 | +1,656 | Day 4 |
| codegraph | #2 → | +2,506 | +148 | +559 | Day 6 |
| andrej-karpathy-skil | #3 ▼2 | +2,412 | +247 | -817 | Day 2 |
| ai-engineering-from- | #4 ▲1 | +2,172 | +268 | +313 | Day 5 |
| claude-plugins-offic | #5 ▼1 | +812 | +52 | -993 | Day 6 |
| Anthropic-Cybersecur | #6 ▲8 | +916 | +48 | +696 | Day 2 |
| multica | #8 ▲2 | +566 | +44 | +155 | Day 2 |
| skills | #14 ▼1 | +216 | +8 | -81 | Day 4 |
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 10 个项目上榜。其中 Lum1104/Understand-Anything 热度最高（3,987 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(7 项目)、TypeScript(5 项目)、Other(1 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： Understand-Anything、codegraph、andrej-karpathy-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、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
Lum1104/Understand-Anything
Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.
rohitg00/ai-engineering-from-scratch
Learn it. Build it. Ship it for others.
multica-ai/andrej-karpathy-skills
A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.
earendil-works/pi
AI agent toolkit: coding agent CLI, unified LLM API, TUI & web UI libraries, Slack bot, vLLM pods
colbymchenry/codegraph
Pre-indexed code knowledge graph for Claude Code, Codex, Cursor, OpenCode, and Hermes Agent — fewer tokens, fewer tool calls, 100% local
multica-ai/multica
The open-source managed agents platform. Turn coding agents into real teammates — assign tasks, track progress, compound skills.
manaflow-ai/cmux
Ghostty-based macOS terminal with vertical tabs and notifications for AI coding agents
dotnet/skills
Repository for skills to assist AI coding agents with .NET and C#
mukul975/Anthropic-Cybersecurity-Skills
754 structured cybersecurity skills for AI agents · Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 26 security domains · Apache 2.0
编程语言/工具
Lum1104/Understand-Anything
Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.
rohitg00/ai-engineering-from-scratch
Learn it. Build it. Ship it for others.
earendil-works/pi
AI agent toolkit: coding agent CLI, unified LLM API, TUI & web UI libraries, Slack bot, vLLM pods
Alishahryar1/free-claude-code
Use claude-code for free in the terminal, VSCode extension or discord like OpenClaw (voice supported)
colbymchenry/codegraph
Pre-indexed code knowledge graph for Claude Code, Codex, Cursor, OpenCode, and Hermes Agent — fewer tokens, fewer tool calls, 100% local
manaflow-ai/cmux
Ghostty-based macOS terminal with vertical tabs and notifications for AI coding agents
666ghj/MiroFish
A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物
codecrafters-io/build-your-own-x
Master programming by recreating your favorite technologies from scratch.
mukul975/Anthropic-Cybersecurity-Skills
754 structured cybersecurity skills for AI agents · Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 26 security domains · Apache 2.0
Web开发
Lum1104/Understand-Anything
Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.
rohitg00/ai-engineering-from-scratch
Learn it. Build it. Ship it for others.
earendil-works/pi
AI agent toolkit: coding agent CLI, unified LLM API, TUI & web UI libraries, Slack bot, vLLM pods
colbymchenry/codegraph
Pre-indexed code knowledge graph for Claude Code, Codex, Cursor, OpenCode, and Hermes Agent — fewer tokens, fewer tool calls, 100% local
multica-ai/multica
The open-source managed agents platform. Turn coding agents into real teammates — assign tasks, track progress, compound skills.
codecrafters-io/build-your-own-x
Master programming by recreating your favorite technologies from scratch.
系统/基础设施
anthropics/knowledge-work-plugins
Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork
manaflow-ai/cmux
Ghostty-based macOS terminal with vertical tabs and notifications for AI coding agents
codecrafters-io/build-your-own-x
Master programming by recreating your favorite technologies from scratch.
dotnet/skills
Repository for skills to assist AI coding agents with .NET and C#
DevOps/云原生
anthropics/claude-plugins-official
Official, Anthropic-managed directory of high quality Claude Code Plugins.