GitHub Trending 技术趋势 (2026-06-22)
Executive Summary
结论先行
2026-06-22，编程语言/工具 方向以 65% 的占比主导今日 GitHub Trending，chopratejas/headroom 以 2,624 stars today 领跑热度榜。
支撑论点
- 编程语言/工具 共收录 11 个项目，占全部 17 个趋势项目的 65%，该方向热度居首。
- 编程语言 Top 3 为 Python(8)、Rust(2)、Swift(1)，反映出当前主流技术栈偏好。
- 今日共计 14,100 新增 Stars，总 Stars 累计 669,216，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 |
|---|---|---|---|---|---|
| headroom | #1 → | +2,467 | +217 | -1,171 | Day 3 |
| Pake | #2 → | +1,462 | +217 | -698 | Day 2 |
| palmier-pro | #3 ▲2 | +1,739 | +105 | +932 | Day 3 |
| skills | #4 ▼1 | +1,511 | +131 | +48 | Day 2 |
| penpot | #5 ▲5 | +810 | +36 | +715 | Day 3 |
| codebase-memory-mcp | #6 ▼2 | +905 | +68 | -239 | Day 5 |
| OpenMontage | #7 → | +1,613 | +140 | +310 | Day 3 |
| turso | #9 ▼3 | +469 | +20 | -253 | 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 11 个项目上榜。其中 chopratejas/headroom 热度最高（2,624 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(8 项目)、Rust(2 项目)、Swift(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： headroom、Pake、palmier-pro 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、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
palmier-io/palmier-pro
macOS video editor built for AI
calesthio/OpenMontage
World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio.
chopratejas/headroom
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.
penpot/penpot
Penpot: The open-source design tool for design and code collaboration
bytedance/deer-flow
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
DeusData/codebase-memory-mcp
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
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
smicallef/spiderfoot
SpiderFoot automates OSINT for threat intelligence and mapping your attack surface.
byoungd/English-level-up-tips
An advanced guide to learn English which might benefit you a lot 🎉 . 离谱的英语学习指南/英语学习教程/英语学习/学英语
mattpocock/skills
Skills for Real Engineers. Straight from my .claude directory.
AI/ML
palmier-io/palmier-pro
macOS video editor built for AI
calesthio/OpenMontage
World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio.
chopratejas/headroom
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.
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.
koala73/worldmonitor
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface
bytedance/deer-flow
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
DeusData/codebase-memory-mcp
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
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
topoteretes/cognee
Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.
asgeirtj/system_prompts_leaks
Extracted system prompts from Anthropic - Claude Fable 5, Opus 4.8, Claude Code, Claude Design. OpenAI - ChatGPT 5.5 Thinking, GPT 5.5 Instant, Codex. Google - Gemini 3.5 Flash, 3.1 Pro, Antigravity. xAI - Grok, Cursor, Copilot, VS Code, Perplexity, and more. Updated regularly.
mattpocock/skills
Skills for Real Engineers. Straight from my .claude directory.
系统/基础设施
palmier-io/palmier-pro
macOS video editor built for AI
calesthio/OpenMontage
World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio.
chopratejas/headroom
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.
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.
DeusData/codebase-memory-mcp
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
smicallef/spiderfoot
SpiderFoot automates OSINT for threat intelligence and mapping your attack surface.
topoteretes/cognee
Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.
asgeirtj/system_prompts_leaks
Extracted system prompts from Anthropic - Claude Fable 5, Opus 4.8, Claude Code, Claude Design. OpenAI - ChatGPT 5.5 Thinking, GPT 5.5 Instant, Codex. Google - Gemini 3.5 Flash, 3.1 Pro, Antigravity. xAI - Grok, Cursor, Copilot, VS Code, Perplexity, and more. Updated regularly.
Web开发
palmier-io/palmier-pro
macOS video editor built for AI
koala73/worldmonitor
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface
tw93/Pake
🤱🏻 Turn any webpage into a desktop app with one command.
byoungd/English-level-up-tips
An advanced guide to learn English which might benefit you a lot 🎉 . 离谱的英语学习指南/英语学习教程/英语学习/学英语
asgeirtj/system_prompts_leaks
Extracted system prompts from Anthropic - Claude Fable 5, Opus 4.8, Claude Code, Claude Design. OpenAI - ChatGPT 5.5 Thinking, GPT 5.5 Instant, Codex. Google - Gemini 3.5 Flash, 3.1 Pro, Antigravity. xAI - Grok, Cursor, Copilot, VS Code, Perplexity, and more. Updated regularly.
移动开发
palmier-io/palmier-pro
macOS video editor built for AI
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
tw93/Pake
🤱🏻 Turn any webpage into a desktop app with one command.
smicallef/spiderfoot
SpiderFoot automates OSINT for threat intelligence and mapping your attack surface.