GitHub Trending 技术趋势 (2026-11-01)
Executive Summary
结论先行
2026-11-01，AI/ML 方向以 71% 的占比主导今日 GitHub Trending，thedotmack/claude-mem 以 1,723 stars today 领跑热度榜。
支撑论点
- AI/ML 共收录 10 个项目，占全部 14 个趋势项目的 71%，AI 技术持续引领开源创新。
- 编程语言 Top 3 为 TypeScript(5)、Shell(3)、Python(2)，反映出当前主流技术栈偏好。
- 今日共计 12,860 新增 Stars，总 Stars 累计 1,172,216，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 |
|---|---|---|---|---|---|
| claude-mem | #1 ▲4 | +1,610 | +115 | +583 | Day 3 |
| impeccable | #2 ▼1 | +1,192 | +80 | -962 | Day 8 |
| OpenMausBot | #3 ▲5 | +964 | +138 | +408 | Day 3 |
| t3code | #4 ▲3 | +2,889 | +131 | +218 | Day 2 |
| ziwei-doushu | #5 ▲1 | +1,056 | +169 | -34 | Day 2 |
| DeepTutor | #7 ▼5 | +1,040 | +118 | -1,248 | Day 5 |
| browser | #8 ▲4 | +840 | +34 | +303 | Day 2 |
| skills | #9 → | +912 | +70 | +7 | Day 2 |
| superpowers | #11 ▼7 | +622 | +56 | -594 | Day 5 |
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 thedotmack/claude-mem 热度最高（1,723 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(5 项目)、Shell(3 项目)、Python(2 项目) 位列前三。
值得关注的项目： claude-mem、impeccable、OpenMausBot 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
thedotmack/claude-mem
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
mattpocock/skills
Skills for Real Engineers. Straight from my .agents directory.
Donchitos/Claude-Code-Game-Studios
Turn Claude Code into a full game dev studio — 49 AI agents, 72 workflow skills, and a complete coordination system mirroring real studio hierarchy.
Renhuai123/ziwei-doushu
紫微斗数开源排盘引擎 — 基于倪海厦《天纪》体系，含完整排盘算法、四化系统、格局知识库、古籍原文数据
pbakaus/impeccable
The design vocabulary for your coding agent. Steer with polish and bolder, review with critique and audit, catch AI slop before it ships.
obra/superpowers
An agentic skills framework & software development methodology that works.
lightpanda-io/browser
Lightpanda: the headless browser designed for AI and automation
Orkas-AI/Orkas
Orkas is an open-source (MIT), local-first AI team for your desktop: a Commander turns your goal into to-dos and coordinates 16 built-in specialist agents plus Claude Code, Codex, OpenCode, OpenClaw and Hermes, with projects, scheduled automations and connectors. Free app for macOS & Windows; built-in models or your own keys.
THU-MAIC/OpenMAIC
Open Multi-Agent Interactive Classroom — Get an immersive, multi-agent learning experience in just one click
编程语言/工具
mattpocock/skills
Skills for Real Engineers. Straight from my .agents directory.
Donchitos/Claude-Code-Game-Studios
Turn Claude Code into a full game dev studio — 49 AI agents, 72 workflow skills, and a complete coordination system mirroring real studio hierarchy.
obra/superpowers
An agentic skills framework & software development methodology that works.
HKUDS/DeepTutor
DeepTutor: Lifelong Personalized Tutoring.https://deeptutor.info/.
THU-MAIC/OpenMAIC
Open Multi-Agent Interactive Classroom — Get an immersive, multi-agent learning experience in just one click
bregman-arie/devops-exercises
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions
Web开发
thedotmack/claude-mem
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
Renhuai123/ziwei-doushu
紫微斗数开源排盘引擎 — 基于倪海厦《天纪》体系，含完整排盘算法、四化系统、格局知识库、古籍原文数据
milind-soni/OpenMausBot
Open-source Grok Bot alternative with a virtual machine that bots can use
Orkas-AI/Orkas
Orkas is an open-source (MIT), local-first AI team for your desktop: a Commander turns your goal into to-dos and coordinates 16 built-in specialist agents plus Claude Code, Codex, OpenCode, OpenClaw and Hermes, with projects, scheduled automations and connectors. Free app for macOS & Windows; built-in models or your own keys.
THU-MAIC/OpenMAIC
Open Multi-Agent Interactive Classroom — Get an immersive, multi-agent learning experience in just one click
系统/基础设施
thedotmack/claude-mem
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
Donchitos/Claude-Code-Game-Studios
Turn Claude Code into a full game dev studio — 49 AI agents, 72 workflow skills, and a complete coordination system mirroring real studio hierarchy.
Orkas-AI/Orkas
Orkas is an open-source (MIT), local-first AI team for your desktop: a Commander turns your goal into to-dos and coordinates 16 built-in specialist agents plus Claude Code, Codex, OpenCode, OpenClaw and Hermes, with projects, scheduled automations and connectors. Free app for macOS & Windows; built-in models or your own keys.
bregman-arie/devops-exercises
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions
移动开发
Donchitos/Claude-Code-Game-Studios
Turn Claude Code into a full game dev studio — 49 AI agents, 72 workflow skills, and a complete coordination system mirroring real studio hierarchy.
Orkas-AI/Orkas
Orkas is an open-source (MIT), local-first AI team for your desktop: a Commander turns your goal into to-dos and coordinates 16 built-in specialist agents plus Claude Code, Codex, OpenCode, OpenClaw and Hermes, with projects, scheduled automations and connectors. Free app for macOS & Windows; built-in models or your own keys.