📊 GitHub 趋势日报 — 2026-09-11

2026-09-11T08:04:28+08:00 | 7分钟阅读 | 更新于 2026-09-11T08:04:28+08:00

@
📊 GitHub 趋势日报 — 2026-09-11

📡 数据来源:GitHub Trending | 生成时间:2026-09-11 08:04

共收录 148 个仓库,覆盖 9 种编程语言

🔥 今日亮点

排名仓库⭐ 今日语言描述
1ayghri/i-have-adhd3882🐍 PythonA skill to stop your coding agent from burying the answer…
2bilawalsidhu/gods-eye-view1762🟨 JavascriptA spy satellite simulator in your browser, except the dat…
3freestylefly/awesome-gpt-image-2962🟨 JavascriptPrompt as Code | GPT Image 2 / 2.5 提示词与案例库,530+ 个案例、20+…
4Tencent/teamai-cli841🔷 TypescriptMake Every Team AI Native
5obra/superpowers732🐚 ShellAn agentic skills framework & software development method…

🔍 今日趋势洞察

  • 「AI 编码代理」进入行为工程阶段:i-have-adhd(3.8k stars)和 superpowers 都是给 agent 加「技能/约束」的框架,开发者已从拼模型能力转向调教 agent 的输出方式与协作方法。
  • 「真实数据 + 3D 可视化」成为传播新热点:gods-eye-view 把真实卫星数据做成浏览器里的仿真实时地球,说明「数据真实 + 交互炫酷」的开源项目天然有破圈力。
  • 大厂下场推动「AI Native 团队」:腾讯 teamai-cli 让团队全员 AI 化,标志企业级 agent 协作工具正从个人玩具走向团队基建。
  • Prompt 工程被系统化沉淀为「资产」:awesome-gpt-image-2 用 530+ 案例把提示词变成可复用、可对比的案例库,提示词正从「技巧」升级为「工程资产」。

💡 对独立开发者的启发

  1. 给 AI 工具做「薄封装层」门槛低、反馈快:i-have-adhd 只解决 agent 输出被埋没这一个痛点,就一夜收获 3.8k stars,说明单点深挖远胜大而全。
  2. 用真实公开数据 + 炫酷可视化做「仿真/模拟器」demo,传播力极强,适合作为个人技术名片或引流产品(参考 gods-eye-view)。
  3. 把 prompt 沉淀成「案例库 + 模板」内容产品,靠长尾 SEO 和口碑积累形成复利,门槛低、可持续(参考 awesome-gpt-image-2)。
  4. 面向「团队 AI 化」做 CLI/插件类工具,切入企业协作与知识管理场景,付费意愿和客单价都高于 toC。

📝 一句话总结

今日 GitHub 趋势的绝对主角是「AI 编码代理的行为工程」——从调教 agent 的输出方式,到给团队上 AI 基建,再到把 prompt 沉淀成可复用资产。


⚠️ 风险提醒

  • skill/framework 类项目同质化严重、生命周期短,今天爆火的项目可能很快被大厂功能内置取代,追热点创业需谨慎评估护城河。
  • gods-eye-view 类项目高度依赖第三方实时数据源,接口一旦收费、限流或变动,核心体验会立即受影响。
  • 大量项目依赖 GPT/Claude 等闭源模型 API,模型定价或政策调整会直接冲击产品成本和可用性。
  • awesome 列表类项目多为「搬运 + 整理」,素材版权与许可边界模糊,商业化前需仔细清理来源。

🎯 今日可重点关注方向

  1. 为 Claude Code / Codex 等 coding agent 开发「输出约束 / 行为技能」插件,参考 i-have-adhd、superpowers 的思路做单点痛点。
  2. 用真实公开数据集(卫星、气象、交通等)+ WebGL/3D 做可视化仿真 demo,走技术内容引流路线。
  3. 建立自己的 prompt 案例库,沉淀为开源仓库或付费专栏,形成可复利的内容资产。
  4. 调研「团队 AI Native」场景,开发轻量 CLI / IDE 插件,切入企业协作与知识管理。
  5. 关注 agent skills 的标准与互操作性(如 superpowers 的方法论),提前布局可复用、可组合的技能包。

🐍 Python 趋势

#仓库⭐ 今日⭐ 总计描述
1ayghri/i-have-adhd388238.2kA skill to stop your coding agent from burying the answer. ADHD-friendly output.
2TauricResearch/TradingAgents745104.5kTradingAgents: Multi-Agents LLM Financial Trading Framework
3rohitg00/ai-engineering-from-scratch63054.1kLearn it. Build it. Ship it for others.
4datawhalechina/hello-agents25678.3k📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程
5Asabeneh/30-Days-Of-Python14273.4kThe 30 Days of Python programming challenge is a step-by-step guide to learn…
6openai/skills8926.9kSkills Catalog for Codex
7jiji262/douyin-downloader559.9kA practical Douyin downloader for both single-item and profile batch download…
8ultralytics/ultralytics4361.5kUltralytics YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation,…
9NVIDIA/Megatron-LM3117.8kOngoing research training transformer models at scale
10huggingface/speech-to-speech2713.1kBuild voice agents with open-source models

🟨 Javascript 趋势

#仓库⭐ 今日⭐ 总计描述
1bilawalsidhu/gods-eye-view176224.2kA spy satellite simulator in your browser, except the data is real. Live open…
2freestylefly/awesome-gpt-image-296230.8kPrompt as Code | GPT Image 2 / 2.5 提示词与案例库,530+ 个案例、20+ 套工业级模板与可复用 Skills,新增…
3openai/plugins2456.4kOpenAI 插件 / OpenAI Plugins
4decolua/9router16828.3kUnlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot,…
5citrolabs/ego-lite14415.7kThe fastest browser for AI agents to run browser automation, built for sharin…
6jo-inc/camofox-browser6810.9kStealth headless browser for AI agents — bypass Cloudflare, bot detection, an…
7viarotel-org/escrcpy2811.6k📱 Display and control your Android device graphically with scrcpy.
8qeeqbox/social-analyzer1724.0kAPI, CLI, and Web App for analyzing and finding a person’s profile in 1000 so…
9Eigenwise/eigenwise-toolshed15129Six Claude Code plugins for the work that keeps coming back: repo maps, condi…
10Anil-matcha/awesome-generative-ai-apps133.2k50+ open-source generative AI apps you can clone, deploy, and monetize — imag…

⚡ Cpp 趋势

#仓库⭐ 今日⭐ 总计描述
1ggml-org/llama.cpp125127.7kLLM inference in C/C++
2memgraph/memgraph524.5kHigh-performance open-source in-memory graph database for GraphRAG, AI memory…
3duckdb/duckdb3541.1kDuckDB is an analytical in-process SQL database management system
4opencv/opencv2590.8kOpen Source Computer Vision Library
5tesseract-ocr/tesseract2276.4kTesseract Open Source OCR Engine (main repository)
6justcallmekoko/ESP32Marauder2012.3kA suite of WiFi/Bluetooth offensive and defensive tools for the ESP32
7ocornut/imgui2076.2kDear ImGui: Bloat-free Graphical User interface for C++ with minimal dependen…
8wolfpld/tracy1216.8kFrame profiler
9google-ai-edge/mediapipe1136.9kCross-platform, customizable ML solutions for live and streaming media.
10kvcache-ai/Mooncake116.5kMooncake is the serving platform for Kimi, a leading LLM service provided by…

🦀 Rust 趋势

#仓库⭐ 今日⭐ 总计描述
1openai/codex299123.1kLightweight coding agent that runs in your terminal
2AlexsJones/llmfit25835.7kHundreds of models & providers. One command to find what runs on your hardware.
3farion1231/cc-switch234132.2kA cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCod…
4t8y2/dbx23218.9k20 MB lightweight cross-platform database client for 90+ databases, including…
5akitaonrails/ai-memory2316.5kSolution for long term memory for agent coding CLIs and to facilitate handoff…
6alphaXiv/OpenResearch210986Run parallel research agents with any model
7HakanSeven12/OpenCADStudio1581.5kA CAD application built with Rust — 2D/3D drawing, DWG/DXF support, and GPU-a…
8Automattic/harper6215.3kOffline, privacy-first grammar checker. Fast, open-source, Rust-powered
9akitaonrails/ai-usagebar41466Rust-based waybar widget to monitor status of Claude, GPT, GLM, OpenRouter pl…
10feigeCode/navop381.3kA native, all-in-one workspace for databases, SSH, SFTP, terminals, remote de…

🔵 Go 趋势

#仓库⭐ 今日⭐ 总计描述
1superplanehq/superplane3567.0kOpen source factory for one-shot engineering
2Wei-Shaw/sub2api14941.2kSub2API 一站式开源中转服务,让 Claude、Openai 、Gemini、Grok订阅统一接入,支持拼车共享,更高效分摊成本,原生工具无缝使用。
3Gentleman-Programming/gentle-ai1156.6kGentle-AI configures the AI coding agents you already use: Claude Code, Curso…
4QuantumNous/new-api11247.8kA unified AI model hub for aggregation & distribution. It supports cross-conv…
5infiniflow/ragflow7590.5kRAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine…
6vxcontrol/pentagi5522.7kFully autonomous AI Agents system capable of performing complex penetration t…
7authelia/authelia4328.9kThe Single Sign-On Multi-Factor portal for web apps. OpenID Certified™ and Po…
8projectdiscovery/katana2417.5kA next-generation crawling and spidering framework.
9kunchenguid/no-mistakes238.4kgit push no-mistakes
10theagentrouter/agent-router222.0kManages Unified Access to Generative AI Services built on Envoy Gateway

⚙️ C 趋势

#仓库⭐ 今日⭐ 总计描述
1colbymchenry/codegraph15370.4kPre-indexed code knowledge graph, auto syncs on code changes, for Claude Code…
2doldecomp/melee1212.1kA decompilation of Super Smash Bros Melee brought to you by a bunch of clever…
3JustVugg/colibri9827.4k在您已经拥有的硬件上运行前沿 MoE 模型 - 纯 C、零依赖、从磁盘流式传输的专家。微小的发动机,巨大的模型。 🐦 / Run frontier MoE…
4armory3d/armorpaint724.4kGraphics Creation Tools
5voidtools/voidImageViewer302.3k适用于 Windows 的轻量级图像查看器,支持动画 GIF/WEBP / Lightweight image viewer for Windows wi…
6tmux/tmux2349.2ktmux 源代码 / tmux source code
7dorianborian/sesame-robot194.4kAn open and affordable mini quadruped robot based on ESP32.
8facebook/zstd1827.8kZstandard - 快速实时压缩算法 / Zstandard - Fast real-time compression algorithm
9mpv-player/mpv1836.9k🎥 Command line media player
10zephyrproject-rtos/zephyr1416.5kZephyr 项目的主要 Git 存储库。 Zephyr 是适用于多种硬件架构的新一代、可扩展、优化、安全的 RTOS。 / Primary Git Re…

🔷 Typescript 趋势

#仓库⭐ 今日⭐ 总计描述
1Tencent/teamai-cli8413.8kMake Every Team AI Native
2THU-MAIC/OpenMAIC83735.3k开放式多智能体互动课堂——一键获得沉浸式多智能体学习体验 / Open Multi-Agent Interactive Classroom — Get a…
3diegosouzapw/OmniRoute62664.2k永远不要停止编码。免费 MIT AI 网关:一个端点、352 个提供商(150 多个免费)、1200 多个模型 Kimi、Claude、GPT、Gemin…
4vastsa/PI-Desktop6242.3k本地优先的 AI 编码代理桌面:Electron + Rust 主机核心 + pi Agent Harness + 用户可安装的插件 / Local-fi…
5heygen-com/hyperframes37348.7k编写 HTML。渲染视频。专为代理商打造。 / Write HTML. Render video. Built for agents.
6mksglu/context-mode29722.0kAI 编码代理的上下文窗口优化。沙箱工具输出(减少 98%)、保留会话内存,并通过 MCP + 挂钩强制跨 17 个平台进行路由。 / Context w…
7alsk1992/CloddsBot2771.6k开源人工智能交易代理,在 1000 多个市场中自主运营 - Polymarket、Kalshi、Binance、Hyperliquid、Solana DE…
8nashsu/llm_wiki14218.1kLLM Wiki 是一个跨平台桌面应用程序,可自动将您的文档转变为有组织的、相互关联的知识库。法学硕士不是传统的 RAG(每次从头开始检索并回答),而是从…
9jamiepine/voicebox13952.9k开源人工智能语音工作室。克隆、指令、创造。 / The open-source AI voice studio. Clone, dictate, create.
10cursor/plugins1277.4k光标插件规范和官方插件 / Cursor plugin specification and official plugins

☕ Java 趋势

#仓库⭐ 今日⭐ 总计描述
1NationalSecurityAgency/ghidra8874.8kGhidra 是一个软件逆向工程 (SRE) 框架 / Ghidra is a software reverse engineering (SRE) fr…
2Stirling-Tools/Stirling-PDF7291.7kGitHub 上排名第一的 PDF 应用程序,可让您在任何地方的任何设备上编辑 PDF / #1 PDF Application on GitHub th…
3zhukunpenglinyutong/jetbrains-cc-gui386.1kJetbrains Claude Code 和 Codex GUI 插件 / Jetbrains Claude Code and Codex GUI Pl…
4ashishps1/awesome-system-design-resources3841.3k使用免费资源学习系统设计概念并准备面试。 / Learn System Design concepts and prepare for interview…
5ashishps1/awesome-low-level-design2926.7k学习底层设计 (LLD) 并使用免费资源准备面试。 / Learn Low Level Design (LLD) and prepare for inte…
6agentscope-ai/agentscope-java245.5k构建分布式、生产级、长期运行的代理。 / Build distributed, production-grade, long-running agents.
7opendataloader-project/opendataloader-pdf2229.1k用于 AI 就绪数据的 PDF 解析器。自动化 PDF 辅助功能。开源。 / PDF Parser for AI-ready data. Automate…
8kestra-io/kestra1928.1k适用于关键任务应用程序的事件驱动编排和调度平台 / Event Driven Orchestration & Scheduling Platform fo…
9jeecgboot/JeecgBoot1747.7k【低代码v2.0,一句话即可生成整个系统】企业级AI低代码平台,一键生成前后端代码甚至整个系统。 AI Skills 一句话画流程、设计表单、生成报表、大…
10Anuken/Mindustry1228.9kThe automation tower defense RTS

🐚 Shell 趋势

#仓库⭐ 今日⭐ 总计描述
1obra/superpowers732284.7kAn agentic skills framework & software development methodology that works.
2omacom/omarchy32940.1kBeautiful, Modern & Opinionated Linux
3msitarzewski/agency-agents266151.5kA complete AI agency at your fingertips - From frontend wizards to Reddit com…
4kunchenguid/firstmate1405.5kTalk to one agent. Ship with a crew.
5zhnnky329/MathModeling-skills45872面向数学建模竞赛的 Claude Code / Codex Skills ,支持分阶段建模流程与 Python、MATLAB/北太天元代码分支。
6gnzsnz/ib-gateway-docker231.2kDocker image with IB Gateway/TWS and IBC
7pi-hole/pi-hole1760.8kA black hole for Internet advertisements
8awesome-jellyfin/awesome-jellyfin149.2kA Collection of Awesome Jellyfin Plugins, Themes, Guides and More!
9community-scripts/ProxmoxVE1429.5kProxmox VE Helper-Scripts (Community Edition)
10nvm-sh/nvm1495.1kNode Version Manager - POSIX-compliant bash script to manage multiple active…

📡 数据来源:GitHub Trending | 由 Hermes AI 自动生成 🤖

Me

Cut out summary from your post content here.

The remaining content of your post.