Github Top Repositories
前往频道在 Telegram
Top GitHub repositories in one place 🚀 Explore the best projects in programming, AI, data science, and more.
显示更多📈 Telegram 频道 Github Top Repositories 的分析概览
频道 Github Top Repositories (@githubre) 英语 语言赛道中的 是活跃参与者。目前社区聚集了 15 212 名订阅者,在 教育 类别中位列第 13 433,并在 印度 地区排名第 26 115 位。
📊 受众指标与增长动态
自 невідомо 创建以来,项目保持高速增长,吸引了 15 212 名订阅者。
根据 04 十一月, 2026 的最新数据,频道保持稳定运转。过去 30 天订阅人数变化为 407,过去 24 小时变化为 27,整体触达仍然可观。
- 认证状态: 未认证
- 互动率 (ER): 平均受众互动率为 0.93%。内容发布后 24 小时内通常能获得 0.62% 的反应,占订阅者总量。
- 帖子覆盖: 每篇帖子平均可获得 142 次浏览,首日通常累积 95 次浏览。
- 互动与反馈: 受众积极参与,单帖平均反应数为 1。
- 主题关注点: 内容集中在 repository, fork, programming, statistic, description 等核心主题上。
📝 描述与内容策略
作者将该频道定位为表达主观观点的平台:
“Top GitHub repositories in one place 🚀
Explore the best projects in programming, AI, data science, and more.”
凭借高频更新(最新数据采集于 05 十一月, 2026),频道始终保持新鲜度与高覆盖。分析显示受众积极互动,使其成为 教育 类别中的关键影响点。
15 212
订阅者
+2724 小时
+807 天
+40730 天
帖子存档
15 213
🔍 Deep-diving into byoungd/English-level-up-tips — fresh off the trending list.
🔗 https://github.com/byoungd/English-level-up-tips
📝 An advanced guide to learn English which might benefit you a lot 🎉 . 人生进阶指南 离谱的人生 离谱的英语学习指南/英语学习教程/英语学习/学英语
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The English-level-up-tips GitHub repository is a comprehensive guide to learning English, created with the goal of helping individuals improve their language skills. The repository is divided into several chapters, each focusing on a different aspect of language learning, such as understanding, vocabulary, listening, reading, speaking, and writing.
The repository also features an AI chapter that has been updated to 2026, which provides a systematic approach to using AI in language learning, including how to use
Gemini as the main engine and how to design a training loop that incorporates ChatGPT, Claude, Perplexity, and DeepL Write.
The guide is designed to be a valuable resource for anyone looking to improve their English skills, and it is available to read online on various platforms, including GitHub Pages and GitBook.
The creator of the repository, byoungd, has made it available under a Creative Commons license, and it is free to use and share.
In short, this repository is an excellent resource for English language learners, and its AI-powered approach makes it a standout in the field - so, learn English like you mean it.
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🧠 Channel: https://t.me/GithubRe15 213
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15 213
🚀 Meet JCodesMore/ai-website-cloner-template: a gem from today's GitHub trending list.
🔗 https://github.com/JCodesMore/ai-website-cloner-template
📝 Clone any website with one command using AI coding agents
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The AI Website Cloner Template is a reusable template that helps you reverse-engineer any website into a modern Next.js codebase using AI coding agents. With this template, you can point it at a URL, run the
/clone-website command, and your AI agent will inspect the site, extract design tokens and assets, write component specs, and reconstruct every section.
The template is designed to work with a variety of AI coding agents, including Claude Code, Codex CLI, and OpenCode. To get started, simply create a new repository from the template, install the dependencies, start your AI agent, and run the /clone-website skill with the target URL.
The template uses a range of technologies, including Next.js 16, shadcn/ui, and Tailwind CSS v4. It's suitable for a range of use cases, including platform migration, lost source code recovery, and learning. However, it's not intended for phishing, impersonation, or passing off someone's design as your own.
The project structure is well-organized, with separate directories for components, utilities, and types. There are also several commands available for building, linting, and type-checking the code.
Overall, the AI Website Cloner Template is a powerful tool for anyone looking to reverse-engineer a website and rebuild it in a modern codebase. Clone a website in minutes, not months.
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🧠 Channel: https://t.me/GithubRe15 213
🔍 Deep-diving into jamiepine/voicebox — fresh off the trending list.
🔗 https://github.com/jamiepine/voicebox
📝 The open-source AI voice studio. Clone, dictate, create.
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Voicebox is an open-source AI voice studio that allows users to clone voices, generate speech, dictate into any app, and talk to agents in voices they own. The key features of Voicebox include
7 TTS engines, voice cloning and preset voices, 23 languages, post-processing effects, and unlimited length for speech generation.
To use Voicebox, simply download the app from the official website, and follow the installation instructions for your platform. The app is available for macOS, Windows, and Linux, with Docker support also available.
The technical highlights of Voicebox include its native performance, built with Tauri (Rust), and its API-first approach, with a REST API and a built-in MCP server.
Voicebox is designed for anyone who wants to work with AI voice technology, from developers and researchers to content creators and hobbyists. With its complete privacy and local-first approach, Voicebox is an attractive option for those who value data privacy and security.
In short, Voicebox is a powerful tool for anyone looking to unlock the full potential of AI voice technology - and with its open-source approach, the possibilities are endless.
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🧠 Channel: https://t.me/GithubRe15 213
📌 Spotted on GitHub Trending: revfactory/harness — let's break it down.
🔗 https://github.com/revfactory/harness
📝 A meta-skill that designs domain-specific agent teams, defines specialized agents, and generates the skills they use.
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Harness is a team-architecture factory for Claude Code that generates agent teams and skills based on 6 pre-defined team-architecture patterns. With Harness, you can create complex task workflows by simply saying "build a harness for this project". The plugin automatically generates agent definitions and skills tailored to your domain, leveraging Claude Code's agent team system.
Key features include
Agent Team Design with 6 architectural patterns, Skill Generation with Progressive Disclosure, Orchestration for inter-agent data passing, and Validation for trigger verification and testing.
To use Harness, simply install the plugin, trigger it with a prompt like "Build a harness for this project", and it will generate the necessary agent teams and skills. The plugin structure includes a plugin.json manifest, SKILL.md skill definitions, and references for agent design patterns and team examples.
Harness is part of the Claude Code ecosystem, coexisting with other repositories like Archon and meta-harness. It's ideal for users who need to design complex task workflows and want to leverage the power of agent teams and skills.
One-liner takeaway: Harness revolutionizes team-architecture design in Claude Code by generating agent teams and skills with just a simple prompt, making it a game-changer for complex task workflow creation.
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🧠 Channel: https://t.me/GithubRe15 213
⚡ shanraisshan/claude-code-best-practice is making waves. Here's the full picture.
🔗 https://github.com/shanraisshan/claude-code-best-practice
📝 from vibe coding to agentic engineering - practice makes claude perfect
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The shanraisshan/claude-code-best-practice GitHub repository is a comprehensive resource for Claude Code best practices, providing a wide range of features, tools, and guidelines for effective Claude Code usage. The repository covers key concepts such as
subagents, commands, skills, and workflows, as well as more advanced topics like hooks, mcp servers, and plugins.
To get started, users can explore the best-practice and implementation sections, which offer step-by-step guides and real-world examples. The repository also includes a list of hot features, such as ultrareview, devcontainers, and channels, which are constantly being updated and improved.
The target audience for this repository includes developers, engineers, and anyone looking to improve their Claude Code skills and knowledge. With its extensive documentation and community-driven approach, the shanraisshan/claude-code-best-practice repository is an essential resource for anyone working with Claude Code.
In a nutshell: Master Claude Code with this ultimate guide and take your coding skills to the next level.
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🧠 Channel: https://t.me/GithubRe15 213
🌟 anthropics/claude-plugins-official caught my eye on GitHub Trending today.
🔗 https://github.com/anthropics/claude-plugins-official
📝 Official, Anthropic-managed directory of high quality Claude Code Plugins.
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The anthropics/claude-plugins-official GitHub repository is a curated directory of high-quality plugins for Claude Code. It's divided into internal plugins developed by Anthropic and third-party plugins from partners and the community.
To install a plugin, run
/plugin install {plugin-name}@claude-plugins-official or browse for it in /plugin > Discover. Each plugin follows a standard structure, including a plugin.json file with metadata.
The repository also supports skill-bundle plugins, which can declare skills directly using a skills array in the plugin.json file.
If you're interested in developing your own plugins, check out the official documentation.
One key thing to remember: always verify the trustworthiness of a plugin before installing.
The takeaway: explore the Claude Code plugin ecosystem, but always prioritize plugin security and trust.
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🧠 Channel: https://t.me/GithubRe15 213
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15 213
🚀 Meet palmier-io/palmier-pro: a gem from today's GitHub trending list.
🔗 https://github.com/palmier-io/palmier-pro
📝 macOS video editor built for AI
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Palmier Pro is an open-source video editor built for AI, available for macOS 26 (Tahoe) on Apple Silicon. It's designed to integrate AI into the video editing workflow, allowing users to generate and edit videos together inside the timeline.
Key features include a Swift-native video editor, built-in generative AI with models like Seedance and Kling, and integration with agents like Claude, Codex, and Cursor via MCP.
To get started, users can download Palmier Pro for free and use it as a video editor. The MCP server and agent chat are also open-source, and the generative AI features require a login and subscription.
The target audience includes video editors, creators, and developers interested in AI-powered video editing.
Technical highlights include the use of Swift, integration with MCP, and support for various AI models.
To connect with the community, users can join the Discord server, follow Palmier_io on X, or create a Github Issue for feedback and support.
In short, Palmier Pro is a game-changer for video editors - it's like having a co-creator built into your
timeline.
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🧠 Channel: https://t.me/GithubRe15 213
⚡ koala73/worldmonitor is making waves. Here's the full picture.
🔗 https://github.com/koala73/worldmonitor
📝 Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface
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The World Monitor is a real-time global intelligence dashboard that provides AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking. It features a
dual map engine with 56 map layer types, cross-stream correlation for signal convergence, and a Country Instability Index (CII) for stress scoring. The platform has 6 site variants and supports 24 languages with native-language feeds and RTL support.
To get started, you can git clone the repository, npm install, and npm run dev to run the app locally. The tech stack includes Vanilla TypeScript, Vite, globe.gl, and deck.gl for the frontend, and Tauri 2 with Node.js for the desktop app.
The World Monitor is suitable for researchers, analysts, and decision-makers who need to stay informed about global events and trends. With its real-time updates and comprehensive coverage, the World Monitor is an essential tool for anyone looking to stay ahead of the curve.
One-liner takeaway: The World Monitor is a powerful tool that helps you stay informed and make informed decisions in a rapidly changing world.
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🧠 Channel: https://t.me/GithubRe15 213
🔍 Deep-diving into bytedance/deer-flow — fresh off the trending list.
🔗 https://github.com/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.
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DeerFlow is an open-source super agent harness that orchestrates sub-agents, memory, and sandboxes to perform various tasks — powered by extensible skills. It's a
ground-up rewrite of the original Deep Research framework, with a focus on ease of use and customization.
Key features include skills & tools, sub-agents, sandbox & file system, context engineering, and long-term memory. To get started, you can use the one-line agent setup or follow the quick start guide, which includes configuration, running the application, and deployment sizing.
The project has a wide range of applications and is suitable for developers, researchers, and anyone interested in AI and machine learning. With its extensive documentation and active community, DeerFlow is an excellent choice for those looking to explore the possibilities of AI.
In short, DeerFlow is a powerful tool that can help you streamline your workflow and unlock new possibilities — so why not give it a try and see what you can achieve with this cutting-edge technology? DeerFlow: where AI meets limitless potential.
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🧠 Channel: https://t.me/GithubRe15 213
⚡ garrytan/gstack is making waves. Here's the full picture.
🔗 https://github.com/garrytan/gstack
📝 Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA
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The gstack GitHub repository is a game-changer for tech enthusiasts and professionals alike. Created by Garry Tan, President & CEO of Y Combinator, gstack is an open-source software factory that leverages AI to streamline the development process. This innovative tool transforms
Claude Code into a virtual engineering team, comprising 23 specialists and 8 power tools, all accessible via slash commands.
gstack is designed for founders and CEOs, particularly those with technical backgrounds, as well as first-time Claude Code users and tech leads and staff engineers. The repository provides a quick start guide, allowing users to install and set up gstack in just 30 seconds. With gstack, users can plan, build, review, test, and ship their products efficiently, thanks to its integrated sprint process.
The gstack repository also includes support for OpenClaw and other AI agents, making it a versatile tool for various development environments. To get started, users can simply fork the repository, improve it, and make it their own.
In a nutshell, gstack is a revolutionary tool that empowers users to ship products faster and more efficiently, and its impact can be summed up in one punchy line: With gstack, one person can ship like a team of twenty!
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🧠 Channel: https://t.me/GithubRe