Github Top Repositories
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Top GitHub repositories in one place 🚀 Explore the best projects in programming, AI, data science, and more.
Показати більше📈 Аналітичний огляд Telegram-каналу Github Top Repositories
Канал Github Top Repositories (@githubre) у мовному сегменті Англійська є активним учасником. На даний момент спільнота об'єднує 15 212 підписників, посідаючи 13 433 місце в категорії Освіта та 26 115 місце у регіоні Індія.
📊 Показники аудиторії та динаміка
З моменту свого створення невідомо, проект продемонстрував стрімке зростання, зібравши аудиторію у 15 212 підписників.
За останніми даними від 04 листопада, 2026, канал демонструє стабільну активність. Хоча за останні 30 днів спостерігається зміна кількості учасників на 407, а за останні 24 години на 27, загальне охоплення залишається високим.
- Статус верифікації: Не верифікований
- Рівень залученості (ER): Середній показник залученості аудиторії становить 0.93%. Протягом перших 24 годин після публікації контент зазвичай збирає 0.62% реакцій від загальної кількості підписників.
- Охоплення публікацій: В середньому кожен допис отримує 142 переглядів. Протягом першої доби публікація в середньому набирає 95 переглядів.
- Реакції та взаємодія: Аудиторія активно підтримує контент: середня кількість реакцій на один пост – 1.
- Тематичні інтереси: Контент зосереджений навколо ключових тем, таких як repository, fork, programming, statistic, description.
📝 Опис та контентна політика
Автор описує ресурс як майданчик для висловлення суб'єктивної думки:
“Top GitHub repositories in one place 🚀
Explore the best projects in programming, AI, data science, and more.”
Завдяки високій частоті оновлень (останні дані отримано 05 листопада, 2026), канал підтримує актуальність та високий рівень охоплення публікацій. Аналітика показує, що аудиторія активно взаємодіє з контентом, що робить його важливою точкою впливу в категорії Освіта.
15 212
Підписники
+2724 години
+807 днів
+40730 днів
Архів дописів
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🎯 addyosmani/agent-skills landed on trending. Worth a proper look.
🔗 https://github.com/addyosmani/agent-skills
📝 Production-grade engineering skills for AI coding agents.
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The Agent Skills GitHub repository provides a set of production-grade engineering skills for AI coding agents. These skills encode workflows, quality gates, and best practices used by senior engineers across various development phases. The repository includes
7 slash commands that map to the development lifecycle, allowing agents to activate the right skills automatically.
To use these skills, you can install them via various methods, including Claude Code, Cursor, Antigravity CLI, Gemini CLI, and more. The repository contains a total of 24 skills, each representing a structured workflow with steps, verification gates, and anti-rationalization tables.
The skills are categorized into Define, Plan, Build, Verify, Review, and Ship phases, covering aspects such as idea refinement, test-driven development, and performance optimization.
Overall, the Agent Skills repository provides a comprehensive set of skills to help AI agents develop software consistently and efficiently. With these skills, you can automate your development workflow and ship faster with confidence.
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🧠 Channel: https://t.me/GithubRe15 214
🔥 apple/container is trending — and it deserves your attention.
🔗 https://github.com/apple/container
📝 A tool for creating and running Linux containers using lightweight virtual machines on a Mac. It is written in Swift, and optimized for Apple silicon.
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The apple/container repo is home to a powerful tool that lets you create and run Linux containers on your Mac, essentially treating them as lightweight virtual machines. It's built with Swift and optimized for Apple silicon, allowing for seamless integration with your Mac.
Key features include consuming and producing
OCI-compatible container images, which means you can pull and run images from any standard container registry, as well as push your own built images to those registries. The container tool utilizes the Containerization Swift package for low-level container management.
To get started, you'll need a Mac with Apple silicon and macOS 26 or later. You can download the latest signed installer package from the GitHub release page, then follow the installation instructions.
The project is under active development, and while it's not yet stable, it's definitely worth checking out. The documentation provides a guided tour, technical overview, and command reference, making it easy for developers to dive in.
Whether you're a seasoned developer or just starting out, the apple/container project has something to offer - so why not containerize your workflow and take your development to the next level: Run anywhere, deploy everywhere.
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🧠 Channel: https://t.me/GithubRe
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📌 Spotted on GitHub Trending: bannedbook/fanqiang — let's break it down.
🔗 https://github.com/bannedbook/fanqiang
📝 翻墙-科学上网
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Fanqiang is a comprehensive project library for scientific internet access and wall-jumping tools, providing various tutorials and software for different devices and operating systems. The project includes
Chrome one-click wall-jumping package, Android wall-jumping APP tutorials, iPhone/iPad/iOS V2ray/SS wall-jumping APP tutorials, and more. It also covers Windows V2ray/SS/SSR wall-jumping tutorials, Mac翻墙软件教程, and Linux翻墙教程. The goal is to provide free and stable internet access to users.
Takeaway: Freedom to access the internet, no matter where you are.
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🧠 Channel: https://t.me/GithubRe
15 214
🌟 mattermost/mattermost caught my eye on GitHub Trending today.
🔗 https://github.com/mattermost/mattermost
📝 Mattermost is an open source platform for secure collaboration across the entire software development lifecycle..
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Mattermost is an open core, self-hosted collaboration platform that offers chat, workflow automation, voice calling, screen sharing, and AI integration. The platform is written in
Go and React, and runs as a single Linux binary, relying on PostgreSQL.
To get started, you can deploy Mattermost on-premises or try it for free in the cloud. The platform has a variety of use cases, including DevSecOps, Incident Resolution, and IT Service Desk.
Mattermost has native mobile and desktop apps for Android, iOS, Windows PC, macOS, and Linux. The platform also offers a range of installation guides, including Docker, Ubuntu, and Kubernetes.
The platform is suitable for developers, system administrators, and business users who want a self-hosted collaboration platform with a range of features and integrations.
Mattermost is a powerful tool for teams and organizations - join the community today and experience the benefits of self-hosted collaboration!
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🧠 Channel: https://t.me/GithubRe
15 214
💡 hexo-ai/sia just hit the trending charts — here's why it matters.
🔗 https://github.com/hexo-ai/sia
📝 SIA is a Self Improving AI framework to autonomously improve the performance of any AI system (Model / Agent) on a benchmark task.
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SIA: Self-Improving AI is a framework that enables AI systems to autonomously improve their performance on benchmark tasks. The system operates by coordinating three main types of AI agents: Meta-Agent, Target Agent, and Feedback Agent. The
Meta-Agent generates an initial Target Agent tailored to the task, while the Feedback Agent reviews the Target Agent's performance logs and updates it accordingly.
To use SIA, you can install it using pip install 'sia-agent[claude]' or pip install 'sia-agent[openhands]', then run it with sia run --task gpqa --max_gen 5 --run_id 1. You can also visualize the results with sia web.
The framework has achieved impressive results, including a 56.6% gain on LawBench, 91.9% runtime reduction on GPU kernels, and 502% improvement on single-cell RNA denoising over the baseline. SIA is suitable for developers and researchers looking to improve the performance of their AI systems.
Key takeaway: SIA is a powerful tool for autonomously improving AI system performance, and its potential applications are vast – the future of AI development just got a whole lot brighter!
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🧠 Channel: https://t.me/GithubRe
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🔍 Deep-diving into TapXWorld/ChinaTextbook — fresh off the trending list.
🔗 https://github.com/TapXWorld/ChinaTextbook
📝 所有小初高、大学PDF教材。
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ChinaTextbook is an open-source repository on GitHub, providing a vast collection of Chinese textbooks for primary, secondary, and university education. The purpose of this project is to make these resources accessible to everyone, promoting free education and bridging the gap between different regions.
The repository includes a wide range of
textbooks for various subjects, such as mathematics, with PDF files available for download. To overcome GitHub's file size limitations, larger files are split into smaller parts, and a mergePDFs tool is provided to combine them.
This project is useful for students, teachers, and anyone interested in Chinese education. It's also a great resource for overseas Chinese who want their children to learn about Chinese education.
The project is supported by a Telegram community, where you can get the latest updates and share your ideas.
The takeaway: Learning knows no borders with ChinaTextbook!
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🧠 Channel: https://t.me/GithubRe15 214
⚡ alchaincyf/zhangxuefeng-skill is making waves. Here's the full picture.
🔗 https://github.com/alchaincyf/zhangxuefeng-skill
📝 张雪峰.skill — 张雪峰的认知操作系统。高考志愿/考研/职业规划的实战思维框架。由女娲.skill生成。
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张雪峰的认知操作系统 是一个 GitHub 库，提供一个可运行的思维框架，基于张雪峰的 5 本著作、15+ 篇权威媒体深度采访、30+ 条一手语录、11 个关键决策记录和完整人生时间线的深度调研。这个库包含 5 个核心心智模型、8 条决策启发式 和完整的表达 DNA。
该库可以通过
npx skills add alchaincyf/zhangxuefeng-skill 安装，支持 50+ 个 runtime，包括 Claude Code、Codex、Cursor、OpenClaw 等。库中包括一个示例对话记录，展示了张雪峰的思维框架和表达风格。
这个库是由 女娲.skill 自动生成的，女娲_skill 是一个可以自动蒸馏任何人的思维框架和表达风格的工具。库的结构包括 README、SKILL.md、参考资料和示例对话记录。
张雪峰的认知操作系统 可以帮助用户分析专业选择、职业方向和人生决策，提供一个清晰的思维框架和表达风格。因此，这个库是一个非常有用的资源，能够帮助用户做出更好的决策和选择。
最终，张雪峰的认知操作系统 是一个非常强大的工具，能够帮助用户提高思维能力和表达能力。通过使用这个库，用户可以获得更好的职业前景和人生选择。所以，不要犹豫，赶快安装并使用 张雪峰的认知操作系统 吧！npx skills add alchaincyf/zhangxuefeng-skill
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🧠 Channel: https://t.me/GithubRe
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💡 kenn-io/agentsview just hit the trending charts — here's why it matters.
🔗 https://github.com/kenn-io/agentsview
📝 Local-first session intelligence and analytics for coding agents, supporting Claude Code, Codex, and more than 20 other agents. Also: 100x faster replacement for ccusage!
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agentsview is a local, self-hosted platform that allows you to browse, search, and track costs across all your AI coding agents. With agentsview, you can view a dashboard of your token usage and costs, as well as analytics on your coding activities. The platform supports a wide range of agents, including Claude Code, Codex, and Copilot CLI.
To get started with agentsview, you can install it on your machine using a simple script, or download the desktop app from GitHub Releases. You can also run the platform using Docker.
Key features of agentsview include:
* Full-text search across all message content
* Token usage and cost dashboard with per-session and per-model cost breakdowns
* Analytics dashboard with activity heatmaps, tool usage, and velocity metrics
* Live updates via SSE as active sessions receive new messages
* Keyboard-first navigation and export options
Technical highlights of agentsview include its use of a local SQLite database to store session data, as well as support for Docker and other containerization platforms.
Audience for agentsview includes developers and users of AI coding agents who want to track their costs and activities in a simple and self-hosted way.
In summary,
agentsview is a powerful tool for anyone looking to take control of their AI coding costs and activities - and with its ease of use and self-hosted nature, it's an ideal solution for developers and users alike: agentsview helps you track your AI coding costs, not the other way around.
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🧠 Channel: https://t.me/GithubRe15 214
🔥 chatwoot/chatwoot is trending — and it deserves your attention.
🔗 https://github.com/chatwoot/chatwoot
📝 Open-source live-chat, email support, omni-channel desk. An alternative to Intercom, Zendesk, Salesforce Service Cloud etc. 🔥💬
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Chatwoot is an open-source customer support platform that provides a modern, flexible, and scalable solution for businesses to deliver exceptional customer experiences. With omnichannel support, you can manage conversations across multiple channels, including live chat, email, social media, and more.
Chatwoot features include:15 214
🎯 masterking32/MasterDnsVPN landed on trending. Worth a proper look.
🔗 https://github.com/masterking32/MasterDnsVPN
📝 Advanced DNS tunneling VPN for censorship bypass, optimized beyond DNSTT and SlipStream with low-overhead ARQ, resolver load balancing, high packet-loss stability and speed.
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README not available for this repository.
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🧠 Channel: https://t.me/GithubRe
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⚡ msitarzewski/agency-agents is making waves. Here's the full picture.
🔗 https://github.com/msitarzewski/agency-agents
📝 A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.
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Introducing The Agency: a comprehensive collection of specialized AI agents designed to transform your workflow. Each agent boasts a unique personality, domain expertise, and deliverable-focused approach, making them ideal for various tasks and industries.
With
over 16 divisions and 40+ agents, you can assemble your dream team, from frontend developers and backend architects to UI designers and paid media specialists.
To get started, you can use the agents with Claude Code or as a reference for your projects. The repository also provides integration scripts for various tools, such as GitHub Copilot, Antigravity, and OpenCode.
The Agency is perfect for anyone looking to streamline their workflow, enhance productivity, and achieve measurable outcomes.
In a nutshell: The Agency is your ultimate AI-powered team, ready to help you build, create, and succeed!
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🧠 Channel: https://t.me/GithubRe15 214
🎯 restic/restic landed on trending. Worth a proper look.
🔗 https://github.com/restic/restic
📝 Fast, secure, efficient backup program
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Restic is a fast, efficient, and secure backup program that supports multiple operating systems and backends. It's designed with ease of use, speed, verifiability, security, and efficiency in mind.
You can use
restic init to create a repository, restic backup to add data, and restic restore or restic mount to recover files.
It supports various backends, including local directories, SFTP servers, and cloud storage services like Amazon S3, Google Cloud Storage, and Microsoft Azure Blob Storage.
The program is ideal for individuals and organizations looking for a reliable and user-friendly backup solution.
With restic, you can ensure your data is safe and easily recoverable - backup like a pro, restore with ease!
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🧠 Channel: https://t.me/GithubRe15 214
🔍 Deep-diving into obra/superpowers — fresh off the trending list.
🔗 https://github.com/obra/superpowers
📝 An agentic skills framework & software development methodology that works.
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Superpowers is a software development methodology that empowers coding agents with composable skills and instructions. Its purpose is to help agents develop software more efficiently and effectively. Key features include a Socratic design refinement process, test-driven development, and systematic debugging.
To
use Superpowers, simply install it via the plugin marketplace for your chosen coding agent, such as Claude Code or Codex CLI. /plugin install superpowers@claude-plugins-officialFrom a technical standpoint, Superpowers employs a skills library with features like testing, debugging, and collaboration tools. The target audience includes developers and organizations looking to streamline their software development process. In a nutshell, Superpowers revolutionizes coding by putting process over guessing, simplicity over complexity, and verification over claims - giving you a superpowered coding experience. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe
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🎯 refactoringhq/tolaria landed on trending. Worth a proper look.
🔗 https://github.com/refactoringhq/tolaria
📝 Desktop app to manage markdown knowledge bases
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Tolaria is a desktop app for managing markdown knowledge bases. It's designed for use cases like operating second brains, organizing company docs, and storing AI memory and procedures. The app is
files-first, git-first, and offline-first, ensuring your data belongs to you, not the app.
Key features include a keyboard-first design, types as lenses for navigation, and support for AI agents. Tolaria is open source and standards-based, using markdown files with YAML frontmatter.
To get started, you can install Tolaria via Homebrew or download the latest release. The app includes a getting started vault to guide you through its features.
Technically, Tolaria is built with Tauri, React, and TypeScript. You can run or contribute to the app locally by following the GETTING-STARTED.md guide.
Tolaria is for power-users who want to manage their knowledge bases efficiently. Its focus on user freedom and flexibility makes it an attractive choice for those who value control over their data.
One-liner takeaway: Tolaria puts you in control of your knowledge base, with a flexible and open approach to managing your markdown files and AI workflows.
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🧠 Channel: https://t.me/GithubRe