GitHub Trending 技术趋势 (2026-09-18)
Executive Summary
结论先行
2026-09-18，AI/ML 方向以 70% 的占比主导今日 GitHub Trending，cloudflare/security-audit-skill 以 3,607 stars today 领跑热度榜。
支撑论点
- AI/ML 共收录 14 个项目，占全部 20 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(6)、Go(4)、JavaScript(3)，反映出当前主流技术栈偏好。
- 今日共计 18,209 新增 Stars，总 Stars 累计 1,158,869，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 |
|---|---|---|---|---|---|
| security-audit-skill | #1 ▲7 | +3,409 | +148 | +2,680 | Day 2 |
| open-code-review | #2 ▼1 | +2,875 | +214 | +55 | Day 5 |
| ECC | #4 ▲2 | +883 | +140 | +114 | Day 2 |
| WeKnora | #5 ▼2 | +914 | +75 | -72 | Day 2 |
| OpenResearch | #6 ▲1 | +533 | +33 | -78 | Day 3 |
| ghidra | #7 ▼2 | +685 | +78 | -147 | Day 3 |
| colibri | #8 ▼6 | +706 | +71 | -673 | Day 5 |
| tinycast | #9 ▼5 | +551 | +19 | -440 | Day 2 |
| agent-skills | #10 → | +393 | +34 | +22 | Day 3 |
| voicebox | #11 ▲1 | +464 | +35 | +250 | Day 2 |
| claude-code | #12 ▲4 | +365 | +157 | +373 | Day 2 |
| ever-gauzy | #13 ▼4 | +230 | +33 | -308 | Day 5 |
| cline | #14 ▲4 | +181 | +30 | +268 | Day 2 |
| supervision | #16 ▼1 | +204 | +16 | +69 | Day 2 |
| knowledge-work-plugi | #17 ▲2 | +276 | +20 | +177 | Day 2 |
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 14 个项目上榜。其中 cloudflare/security-audit-skill 热度最高（3,607 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(6 项目)、Go(4 项目)、JavaScript(3 项目) 位列前三。
值得关注的项目： security-audit-skill、open-code-review、BrowserSkill 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
alibaba/open-code-review
Fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in multi-language ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.
cloudflare/security-audit-skill
A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings
addyosmani/agent-skills
Production-grade engineering skills for AI coding agents.
Tencent/BrowserSkill
Let AI agents use your real, logged-in browser without interrupting your work. CLI + extension for browser automation across any shell-capable AI agent.
alphaXiv/OpenResearch
Turn your coding agents into research agents
anthropics/claude-code
Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.
Tencent/WeKnora
Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.
jamiepine/voicebox
The open-source AI voice studio. Clone, dictate, create.
affaan-m/ECC
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
JustVugg/colibri
Run frontier MoE models on hardware you already own — pure C, zero deps, experts streamed from disk. Tiny engine, immense model. 🐦
cline/cline
Autonomous coding agent as an SDK, IDE extension, or CLI assistant.
n8n-io/n8n
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
Web开发
alibaba/open-code-review
Fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in multi-language ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.
cloudflare/security-audit-skill
A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings
addyosmani/agent-skills
Production-grade engineering skills for AI coding agents.
Tencent/BrowserSkill
Let AI agents use your real, logged-in browser without interrupting your work. CLI + extension for browser automation across any shell-capable AI agent.
anthropics/claude-code
Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.
jamiepine/voicebox
The open-source AI voice studio. Clone, dictate, create.
affaan-m/ECC
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
ever-co/ever-gauzy
Ever® Gauzy™ - Open Business Management Platform (ERP/CRM/HRM/ATS/PM) -https://gauzy.co
cline/cline
Autonomous coding agent as an SDK, IDE extension, or CLI assistant.
n8n-io/n8n
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
系统/基础设施
addyosmani/agent-skills
Production-grade engineering skills for AI coding agents.
Tencent/BrowserSkill
Let AI agents use your real, logged-in browser without interrupting your work. CLI + extension for browser automation across any shell-capable AI agent.
anthropics/knowledge-work-plugins
Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork
abue-ammar/tinycast
Tinycast — a tiny, fully native macOS launcher, hotkeys, and clipboard history.
affaan-m/ECC
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
n8n-io/n8n
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
编程语言/工具
alibaba/open-code-review
Fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in multi-language ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.
Tencent/BrowserSkill
Let AI agents use your real, logged-in browser without interrupting your work. CLI + extension for browser automation across any shell-capable AI agent.
anthropics/claude-code
Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.
abue-ammar/tinycast
Tinycast — a tiny, fully native macOS launcher, hotkeys, and clipboard history.
roboflow/supervision
We write your reusable computer vision tools. 💜
cline/cline
Autonomous coding agent as an SDK, IDE extension, or CLI assistant.
n8n-io/n8n
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
DevOps/云原生
alibaba/open-code-review
Fast, efficient, battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in multi-language ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.
cloudflare/security-audit-skill
A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings
n8n-io/n8n
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.