GitHub Trending 技术趋势 (2026-09-19)
Executive Summary
结论先行
2026-09-19，AI/ML 方向以 76% 的占比主导今日 GitHub Trending，cloudflare/security-audit-skill 以 3,006 stars today 领跑热度榜。
支撑论点
- AI/ML 共收录 13 个项目，占全部 17 个趋势项目的 76%，AI 技术持续引领开源创新。
- 编程语言 Top 3 为 TypeScript(6)、JavaScript(4)、Go(3)，反映出当前主流技术栈偏好。
- 今日共计 12,556 新增 Stars，总 Stars 累计 906,674，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 → | +3,039 | +164 | -601 | Day 3 |
| open-code-review | #2 → | +1,927 | +140 | -582 | Day 6 |
| BrowserSkill | #3 → | +1,157 | +72 | +4 | Day 2 |
| ECC | #4 → | +897 | +119 | -213 | Day 3 |
| agent-skills | #6 ▲4 | +554 | +48 | -5 | Day 4 |
| Octop | #7 ▲8 | +517 | +51 | +202 | Day 2 |
| coder | #8 ▲11 | +455 | +18 | +333 | Day 2 |
| claude-code | #9 ▲3 | +428 | +158 | -94 | Day 3 |
| knowledge-work-plugi | #10 ▲7 | +324 | +30 | +12 | Day 3 |
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 13 个项目上榜。其中 cloudflare/security-audit-skill 热度最高（3,006 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)、JavaScript(4 项目)、Go(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
cloudflare/security-audit-skill
A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings
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.
alibaba/open-code-review
Secure, 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.
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.
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.
addyosmani/agent-skills
Production-grade engineering skills for AI coding agents.
TencentCloud/Octop
A smarter, self-hosted AI assistant — multi-user, multi-agent.
supermemoryai/supermemory
Memory and context engine + app that is extremely fast, scalable, and can be run fully locally. The Memory API for the AI era.
tradesdontlie/tradingview-mcp
AI-assisted TradingView chart analysis — connect Claude Code to your TradingView Desktop for personal workflow automation
rustfs/rustfs
RustFS is an open-source, S3-compatible high-performance object storage system supporting migration and coexistence with other S3-compatible platforms such as MinIO and Ceph.
supabase/supabase
The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.
coder/coder
Secure environments for developers and their agents
Web开发
cloudflare/security-audit-skill
A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings
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.
alibaba/open-code-review
Secure, 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.
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.
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.
addyosmani/agent-skills
Production-grade engineering skills for AI coding agents.
supermemoryai/supermemory
Memory and context engine + app that is extremely fast, scalable, and can be run fully locally. The Memory API for the AI era.
tradesdontlie/tradingview-mcp
AI-assisted TradingView chart analysis — connect Claude Code to your TradingView Desktop for personal workflow automation
supabase/supabase
The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.
系统/基础设施
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.
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.
addyosmani/agent-skills
Production-grade engineering skills for AI coding agents.
TencentCloud/Octop
A smarter, self-hosted AI assistant — multi-user, multi-agent.
anthropics/knowledge-work-plugins
Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork
rustfs/rustfs
RustFS is an open-source, S3-compatible high-performance object storage system supporting migration and coexistence with other S3-compatible platforms such as MinIO and Ceph.
supabase/supabase
The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.
编程语言/工具
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.
alibaba/open-code-review
Secure, 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.
supabase/supabase
The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.
DevOps/云原生
cloudflare/security-audit-skill
A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings
alibaba/open-code-review
Secure, 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.
TencentCloud/Octop
A smarter, self-hosted AI assistant — multi-user, multi-agent.