Github Top Repositories
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Top GitHub repositories in one place 🚀 Explore the best projects in programming, AI, data science, and more.
Больше📈 Аналитический обзор Telegram-канала Github Top Repositories
Канал Github Top Repositories (@githubre) языкового сегмента Английский является активным участником. Сейчас сообщество объединяет 15 212 подписчиков, занимая 13 433 место в категории Образование и 26 115 место в регионе Индия.
📊 Показатели аудитории и динамика
С момента создания невідомо проект демонстрирует стремительный рост, собрав аудиторию из 15 212 подписчиков.
Согласно последним данным от 04 ноября, 2026, канал показывает стабильную активность. За последние 30 дней изменение числа участников составило 407, а за последние 24 часа — 27, при этом общий охват остаётся высоким.
- Статус верификации: Не верифицирован
- Уровень вовлечённости (ER): Средний показатель вовлечённости аудитории составляет 0.93%. В первые 24 часа после публикации контент обычно набирает 0.62% реакций от общего числа подписчиков.
- Охват публикаций: В среднем каждый пост получает 142 просмотров. В течение первых суток публикация набирает 95 просмотров.
- Реакции и взаимодействия: Аудитория активно поддерживает контент: среднее количество реакций на один пост — 1.
- Тематические интересы: Контент сосредоточен на ключевых темах, таких как repository, fork, programming, statistic, description.
📝 Описание и контентная политика
Автор описывает ресурс как площадку для выражения субъективного мнения:
“Top GitHub repositories in one place 🚀
Explore the best projects in programming, AI, data science, and more.”
Благодаря высокой частоте обновлений (последние данные получены 05 ноября, 2026) канал поддерживает актуальность и высокий уровень охвата публикаций. Аналитика показывает, что аудитория активно взаимодействует с контентом, что делает его важной точкой влияния в категории Образование.
15 212
Подписчики
+2724 часа
+807 дней
+40730 дней
Архив постов
15 214
🔍 Deep-diving into Universal-Debloater-Alliance/universal-android-debloater-next-generation — fresh off the trending list.
🔗 https://github.com/Universal-Debloater-Alliance/universal-android-debloater-next-generation
📝 Cross-platform GUI written in Rust using ADB to debloat non-rooted Android devices. Improve your privacy, the security and battery life of your device.
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The Universal Android Debloater Next Generation is a tool designed to improve privacy and efficiency on Android devices by removing unnecessary system apps, thus reducing the attack surface and enhancing security. This project is a fork of the original Universal Android Debloater, with the goal of providing a more efficient and secure solution.
To use the tool, users can follow the
usage guide provided in the project's wiki, which includes getting started instructions, features of the app, and suggested Android app replacements. The project also provides a building from source guide for those who want to get the cutting-edge version.
From a technical standpoint, the project uses the Iced GUI library and has a simple, intuitive interface. The tool does not collect or transmit any user data, with the only external connections being GET requests to GitHub for fetching the package list and checking for updates.
The project is suitable for anyone looking to debloat their Android device, including power users and developers. For real-time communication and support, users can join the project's Discord guild or use the Matrix bridge.
One-liner takeaway: The Universal Android Debloater Next Generation is a powerful tool that helps you take control of your Android device's privacy and security by debloating unnecessary system apps.
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🧠 Channel: https://t.me/GithubRe
15 214
🔥 music-assistant/server is trending — and it deserves your attention.
🔗 https://github.com/music-assistant/server
📝 Music Assistant is a free, opensource Media library manager that connects to your streaming services and a wide range of connected speakers. The server is the beating heart, the core of Music Assistant and must run on an always-on device like a Raspberry Pi, a NAS or an Intel NUC or alike.
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The Music Assistant Server is a free, open-source media library manager that connects your streaming services and speakers. This server is the core of Music Assistant and should run on an always-on device. Key features include connecting to streaming services and a range of speakers, with a focus on automation. To get started, you can run the server as a
Home Assistant Add-on or a Docker container. For more information, check out the documentation at https://music-assistant.io. The server is part of the Open Home Foundation. With its unique approach to media management, Music Assistant is perfect for those looking for a flexible and automated solution. One-stop media management made easy - give Music Assistant a spin and discover a whole new world of sound!
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🧠 Channel: https://t.me/GithubRe15 214
📌 Spotted on GitHub Trending: cypress-io/cypress — let's break it down.
🔗 https://github.com/cypress-io/cypress
📝 Fast, easy and reliable testing for anything that runs in a browser.
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Cypress is a fast, easy, and reliable testing framework for anything that runs in a browser. It's designed to make testing seamless, with key features like automatic waiting, network traffic control, and a user-friendly dashboard. You can
install Cypress using npm, yarn, or pnpm, and get started with the provided documentation.
npm install cypress --save-devyarn add cypress --dev
15 214
💡 meshery/meshery just hit the trending charts — here's why it matters.
🔗 https://github.com/meshery/meshery
📝 Meshery, the cloud native manager
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Meshery is an open-source, cloud-native manager that enables the design and management of Kubernetes-based infrastructure and applications. Its key features include visual and collaborative GitOps, infrastructure lifecycle management, and support for 380+ cloud-native integrations. Meshery provides a single pane of glass to manage multiple Kubernetes clusters across different cloud providers, allowing for consistent configuration, operation, and observability.
Meshery offers a range of tools, including a
catalog of curated design templates, dry-run deployment simulation, and context-aware policies for applications. It also features workspaces for team collaboration and organization, and environments for managing connections and credentials.
The target audience for Meshery includes cloud-native developers, DevOps teams, and organizations looking to streamline their Kubernetes management. Meshery is a Cloud Native Computing Foundation (CNCF) project, ensuring its alignment with industry standards and best practices.
Overall, Meshery simplifies the management of cloud-native infrastructure, freeing developers from the complexities of YAML and enabling them to focus on building innovative applications.
You can try Meshery in your browser using the Cloud Native Playground.
One-liner takeaway: Meshery revolutionizes Kubernetes management with its intuitive, collaborative, and extensible platform, empowering developers to build and deploy cloud-native applications with ease.
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🧠 Channel: https://t.me/GithubRe
15 214
🔥 puppeteer/puppeteer is trending — and it deserves your attention.
🔗 https://github.com/puppeteer/puppeteer
📝 JavaScript API for Chrome and Firefox
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Puppeteer is a JavaScript library that provides a high-level API to control Chrome or Firefox over the DevTools Protocol or WebDriver BiDi. It runs in headless mode by default, making it perfect for automation tasks.
Key features include a high-level API, headless mode, and support for both Chrome and Firefox.
To get started with
puppeteer, you can install it using npm i puppeteer or npm i puppeteer-core for a library-only installation.
Here's an example of how to use puppeteer:
import puppeteer from 'puppeteer';
const browser = await puppeteer.launch();
const page = await browser.newPage();
await page.goto('https://developer.chrome.com/');15 214
🌟 iptv-org/iptv caught my eye on GitHub Trending today.
🔗 https://github.com/iptv-org/iptv
📝 Collection of publicly available IPTV channels from all over the world
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The iptv-org/iptv repository is a collection of publicly available IPTV channels from around the world, offering a wide range of channels for users to access. The key features of this repository include playlists that can be easily accessed and used in any video player that supports live streaming, as well as an Electronic Program Guide (EPG) for most channels. To use, simply paste the link to one of the playlists into a video player and press
Open. The repository also includes a database of channel data and an API for further development. This repository is ideal for users looking for free and public IPTV channels, as well as developers who want to build upon the existing API and database. With its easy-to-use playlists and comprehensive EPG, this repository is a great resource for anyone looking to access IPTV channels. You can now stream your favorite channels for free - all in one place!
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🧠 Channel: https://t.me/GithubRe
15 214
🎯 teslamate-org/teslamate landed on trending. Worth a proper look.
🔗 https://github.com/teslamate-org/teslamate
📝 A self-hosted data logger for your Tesla 🚘 [main maintainer=@JakobLichterfeld]
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TeslaMate is a powerful, self-hosted data logger for your Tesla, written in
Elixir and storing data in a Postgres database. It provides high precision drive data recording, automatic address lookup, and easy integration into Home Assistant, Node-Red, and Telegram via MQTT. The project is licensed under the GNU Affero General Public License v3.0 (AGPLv3), ensuring it remains free and open for everyone.
Key features include customizable theme mode, geo-fencing, charge cost tracking, and support for multiple vehicles per Tesla account. The project also includes a range of dashboards, such as battery health, charge level, and drive stats, which can be visualized using Grafana.
To get started, users can access the official documentation at https://docs.teslamate.org and obtain the software from the official GitHub repository. It's essential to use only the official version to protect against malicious forks and data theft.
TeslaMate is ideal for Tesla owners who want to track their vehicle's data and optimize their driving experience. With its open-source nature and active community of contributors, TeslaMate is a reliable and constantly evolving solution.
Takeaway: Unlock the full potential of your Tesla with TeslaMate, the ultimate self-hosted data logger.
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🧠 Channel: https://t.me/GithubRe
15 214
🔥 swc-project/swc is trending — and it deserves your attention.
🔗 https://github.com/swc-project/swc
📝 Rust-based platform for the Web
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Introducing SWC, the Speedy Web Compiler, a super-fast TypeScript and JavaScript compiler written in Rust. It's a library for both Rust and JavaScript, with a focus on speed and performance.
To get started with SWC, you can use it from either Rust or JavaScript. For Rust users, the entry point is the
parser, while JavaScript users can refer to the docs on the website.
Some key features of SWC include its ability to ensure compatibility with the latest version of each crate, as well as its support for Node versions 10+ for usage and 20+ for development.
From a technical standpoint, SWC has a minimum supported Rust version (MSRV) of 1.73 and provides a script to update all SWC crates.
The target audience for SWC includes developers looking for a fast and efficient compiler for their web development projects.
In terms of performance, SWC has been shown to outperform other compilers in benchmark tests, as seen on the website.
The project is community-driven and maintained by a group of volunteers, with opportunities for contributors to get involved and support the project's future development.
In short, SWC is a game-changer for web development - compile your code faster with SWC and take your projects to the next level!
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🧠 Channel: https://t.me/GithubRe15 214
🌟 shiyu-coder/Kronos caught my eye on GitHub Trending today.
🔗 https://github.com/shiyu-coder/Kronos
📝 Kronos: A Foundation Model for the Language of Financial Markets
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Kronos is the first open-source foundation model for financial candlesticks (K-lines), trained on data from over 45 global exchanges. It's designed to handle the unique, high-noise characteristics of financial data using a novel two-stage framework: a specialized tokenizer that quantizes continuous, multi-dimensional K-line data into hierarchical discrete tokens, and a large, autoregressive Transformer pre-trained on these tokens.
The model is
pre-trained and can be fine-tuned for specific tasks, such as forecasting. It's available in various sizes, including Kronos-mini, Kronos-small, and Kronos-base, which can be accessed from the Hugging Face Hub.
To get started, you can install the dependencies using pip install -r requirements.txt, load a pre-trained model and its corresponding tokenizer, and then use the KronosPredictor class to make forecasts.
Kronos is suitable for quantitative researchers, financial analysts, and developers interested in building applications related to financial markets.
Kronos allows for efficient processing of multiple time series in parallel, making it a powerful tool for batch prediction and backtesting. With Kronos, you can unlock the power of foundation models in finance and take your forecasting and trading strategies to the next level: forecast your future with Kronos.
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🧠 Channel: https://t.me/GithubRe
15 214
💡 NVIDIA/SkillSpector just hit the trending charts — here's why it matters.
🔗 https://github.com/NVIDIA/SkillSpector
📝 Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks.
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SkillSpector is a security scanner for AI agent skills that detects vulnerabilities, malicious patterns, and security risks before installing agent skills. With multi-format input, it can scan Git repositories, URLs, zip files, directories, or single files, and features 64 vulnerability patterns across 16 categories. The scanner has a two-stage analysis process, with fast static analysis and optional LLM semantic evaluation. It also provides live vulnerability lookups and supports multiple output formats, including terminal, JSON, Markdown, and SARIF reports.
skillspector is designed for developers, security researchers, and DevOps teams who want to ensure the security of their AI agent skills. To get started, simply clone the repository, create and activate a virtual environment, and install the required dependencies using make install. You can then use the skillspector scan command to scan your skills and identify potential security risks. Don't install AI agent skills without scanning them first - use SkillSpector to protect your systems from potential threats.
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🧠 Channel: https://t.me/GithubRe15 214
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15 214
🎯 itsfatduck/optimizerDuck landed on trending. Worth a proper look.
🔗 https://github.com/itsfatduck/optimizerDuck
📝 Free, open-source Windows optimization tool for performance, privacy, and simplicity.
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OptimizerDuck is a free, open-source Windows optimization tool that focuses on performance, privacy, and simplicity. It offers a range of system tweaks to reduce overhead and block unwanted behavior, as well as management tools to help you see what's running, remove what you don't want, and revert changes if needed.
The tool includes over 30 tweaks across six categories, including performance, privacy, GPU, power, bloatware and services, and user experience. It also features a system dashboard, startup manager, scheduled tasks, disk cleanup, and bloatware remover.
Key features include automatic backups, one-click revert, risk ratings, and no defaults applied. The tool is fully open-source and does not collect any telemetry, usage data, or personal information.
To get started, simply download the tool from
GitHub Releases, run the .exe directly, and choose the optimizations you want to apply.
OptimizerDuck is suitable for anyone looking to improve their Windows performance and privacy, from casual users to power users and developers.
In short, optimizerDuck is a powerful tool that helps you take control of your Windows system - optimize your PC, simplify your life.
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🧠 Channel: https://t.me/GithubRe
