GitHub Trending 技术趋势 (2026-05-22)
Executive Summary
结论先行
2026-05-22，编程语言/工具 方向以 63% 的占比主导今日 GitHub Trending，colbymchenry/codegraph 以 4,294 stars today 领跑热度榜。
支撑论点
- 编程语言/工具 共收录 12 个项目，占全部 19 个趋势项目的 63%，该方向热度居首。
- 编程语言 Top 3 为 Python(6)、TypeScript(5)、Other(2)，反映出当前主流技术栈偏好。
- 今日共计 19,923 新增 Stars，总 Stars 累计 904,197，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 |
|---|---|---|---|---|---|
| codegraph | #1 ▲2 | +3,917 | +182 | +2,171 | Day 3 |
| andrej-karpathy-skil | #2 → | +2,357 | +229 | -65 | Day 3 |
| academic-research-sk | #3 ▲2 | +2,025 | +117 | +912 | Day 4 |
| superpowers | #4 → | +1,492 | +114 | -167 | Day 3 |
| ai-engineering-from- | #5 ▲4 | +1,171 | +178 | +568 | Day 2 |
| streambert | #6 ▲7 | +988 | +63 | +512 | Day 2 |
| agency-agents | #7 ▼1 | +844 | +100 | -618 | Day 3 |
| OpenWA | #9 ▲1 | +543 | +95 | -11 | Day 2 |
| claude-plugins-offic | #10 ▲1 | +1,587 | +97 | +8 | Day 3 |
| CLI-Anything | #12 ▼4 | +586 | +48 | -234 | Day 5 |
| oh-my-pi | #14 ▲2 | +445 | +24 | +230 | 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 12 个项目上榜。其中 colbymchenry/codegraph 热度最高（4,294 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(6 项目)、TypeScript(5 项目)、Other(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： codegraph、andrej-karpathy-skills、academic-research-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 编程语言/工具、AI/ML、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。
编程语言/工具
colbymchenry/codegraph
Pre-indexed code knowledge graph for Claude Code, Codex, Cursor, and OpenCode — fewer tokens, fewer tool calls, 100% local
obra/superpowers
An agentic skills framework & software development methodology that works.
HKUDS/CLI-Anything
"CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub:https://clianything.cc/
rohitg00/ai-engineering-from-scratch
Learn it. Build it. Ship it for others.
teng-lin/notebooklm-py
Unofficial Python API and agentic skill for Google NotebookLM. Full programmatic access to NotebookLM's features—including capabilities the web UI doesn't expose—via Python, CLI, and AI agents like Claude Code, Codex, and OpenClaw.
can1357/oh-my-pi
⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more
antoinezambelli/forge
A Python framework for self-hosted LLM tool-calling and multi-step agentic workflows
Imbad0202/academic-research-skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
trimstray/the-book-of-secret-knowledge
A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.
msitarzewski/agency-agents
A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.
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.
AI/ML
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.
obra/superpowers
An agentic skills framework & software development methodology that works.
HKUDS/CLI-Anything
"CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub:https://clianything.cc/
rohitg00/ai-engineering-from-scratch
Learn it. Build it. Ship it for others.
teng-lin/notebooklm-py
Unofficial Python API and agentic skill for Google NotebookLM. Full programmatic access to NotebookLM's features—including capabilities the web UI doesn't expose—via Python, CLI, and AI agents like Claude Code, Codex, and OpenClaw.
can1357/oh-my-pi
⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more
antoinezambelli/forge
A Python framework for self-hosted LLM tool-calling and multi-step agentic workflows
multica-ai/multica
The open-source managed agents platform. Turn coding agents into real teammates — assign tasks, track progress, compound skills.
msitarzewski/agency-agents
A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.
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.
Web开发
colbymchenry/codegraph
Pre-indexed code knowledge graph for Claude Code, Codex, Cursor, and OpenCode — fewer tokens, fewer tool calls, 100% local
rmyndharis/OpenWA
Free, Open Source, Self-Hosted WhatsApp API Gateway
rohitg00/ai-engineering-from-scratch
Learn it. Build it. Ship it for others.
teng-lin/notebooklm-py
Unofficial Python API and agentic skill for Google NotebookLM. Full programmatic access to NotebookLM's features—including capabilities the web UI doesn't expose—via Python, CLI, and AI agents like Claude Code, Codex, and OpenClaw.
can1357/oh-my-pi
⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more
trimstray/the-book-of-secret-knowledge
A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.
truelockmc/streambert
A cross-platform Electron Desktop App to stream and download any Movie, TV Series or Anime in the World. Zero Ads and Tracking
msitarzewski/agency-agents
A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.
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.
系统/基础设施
rmyndharis/OpenWA
Free, Open Source, Self-Hosted WhatsApp API Gateway
teng-lin/notebooklm-py
Unofficial Python API and agentic skill for Google NotebookLM. Full programmatic access to NotebookLM's features—including capabilities the web UI doesn't expose—via Python, CLI, and AI agents like Claude Code, Codex, and OpenClaw.
antoinezambelli/forge
A Python framework for self-hosted LLM tool-calling and multi-step agentic workflows
truelockmc/streambert
A cross-platform Electron Desktop App to stream and download any Movie, TV Series or Anime in the World. Zero Ads and Tracking
DevOps/云原生
anthropics/claude-plugins-official
Official, Anthropic-managed directory of high quality Claude Code Plugins.
teng-lin/notebooklm-py
Unofficial Python API and agentic skill for Google NotebookLM. Full programmatic access to NotebookLM's features—including capabilities the web UI doesn't expose—via Python, CLI, and AI agents like Claude Code, Codex, and OpenClaw.
msitarzewski/agency-agents
A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.