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 15 211 подписчиков, занимая 13 464 место в категории Образование и 26 132 место в регионе Индия.
📊 Показатели аудитории и динамика
С момента создания невідомо проект демонстрирует стремительный рост, собрав аудиторию из 15 211 подписчиков.
Согласно последним данным от 03 ноября, 2026, канал показывает стабильную активность. За последние 30 дней изменение числа участников составило 404, а за последние 24 часа — 21, при этом общий охват остаётся высоким.
- Статус верификации: Не верифицирован
- Уровень вовлечённости (ER): Средний показатель вовлечённости аудитории составляет 0.94%. В первые 24 часа после публикации контент обычно набирает 0.63% реакций от общего числа подписчиков.
- Охват публикаций: В среднем каждый пост получает 143 просмотров. В течение первых суток публикация набирает 96 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 04 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.
15 211
Подписчики
+2124 часа
+587 дней
+40430 дней
Архив постов
15 211
📌 Spotted on GitHub Trending: PrimeIntellect-ai/prime-agent — let's break it down.
🔗 https://github.com/PrimeIntellect-ai/prime-agent
📝 A self-improving RLM agent for coding workflows and long-running autonomous tasks.
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Introducing Prime Agent, a self-improving Recursive Language Model (RLM) agent designed for long-running work and research. This open-source tool combines a persistent Python environment with a durable harness state, allowing useful context and operating patterns to outlive a single session.
Key Features:
-
Recursive Language Model (RLM) treats context as variables and tools like recursive subagents as function calls
- Continual Harness stores supplemental prompts, memories, and reusable subagent specifications as durable state
- Programmatic tooling with persistent IPython and subagents for parallel or background work
- Autonomous mode with configurable turn, token, and time budgets
- Direct agent-to-agent communication for orchestrating work
Usage: Install Prime Agent using the provided install.sh script, then run it in your project directory. Use the prime-agent command to manage sessions, attach to running agents, and inspect background services.
Technical Highlights:
- Daemon-backed continuity keeps sessions running when the terminal detaches
- Heartbeats and schedules for re-entering sessions periodically or at a specific time
- Persistent goals keep objectives active across turns until completion or pause
Audience: Prime Agent is designed for researchers, developers, and anyone looking for a powerful tool for long-running work and automation.
One-liner takeaway: Prime Agent revolutionizes long-running work by combining a persistent Python environment with a self-improving RLM agent, making it a game-changer for researchers and developers alike.
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🧠 Channel: https://t.me/GithubRe15 211
💡 bannedbook/fanqiang just hit the trending charts — here's why it matters.
🔗 https://github.com/bannedbook/fanqiang
📝 翻墙-科学上网
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The bannedbook/fanqiang GitHub repository is a comprehensive resource for scientific internet access and wall-crossing tools. It provides a wide range of
free and open-source software, including Chrome one-click wall-crossing packages, Android and iOS apps, and tutorials for various operating systems. The repository also offers free SS accounts and v2ray accounts, as well as guides for setting up and using these tools.
Key features include:
- Chrome one-click wall-crossing package with integrated tools like Goflyway, v2ray, and SSR
- Android and iOS apps for wall-crossing, such as V2free and Shadowsocks
- Tutorials for Windows, macOS, Linux, and game consoles
- Free SS and v2ray accounts for users
The target audience includes individuals seeking to access the internet freely and securely, particularly those in regions with restricted internet access.
The takeaway: Break down the walls and access the internet freely with bannedbook/fanqiang!
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🧠 Channel: https://t.me/GithubRe
15 211
🚀 Meet litu54/DevOps-Interview-Guide: a gem from today's GitHub trending list.
🔗 https://github.com/litu54/DevOps-Interview-Guide
📝 DevOps Interview Guide
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The litu54/DevOps-Interview-Guide GitHub repository is a treasure trove for DevOps and SRE professionals. It contains real interview questions from various companies, including
85 well-known organizations, collected from actual interview experiences in 2025 and 2026. The repository is meticulously organized, with each company having its own folder, and each interview experience stored in a separate file.
You can browse through the repository to prep for your interview by searching for a specific company or skimming through multiple folders. The repository covers a wide range of topics, including Kubernetes, Docker, Terraform, AWS/Azure/GCP, CI/CD, Ansible, Linux, and SRE fundamentals.
The repository is constantly updated with new interview experiences, and you can even contribute your own experience to help others. Whether you're a seasoned professional or just starting out, this repository is an invaluable resource for anyone looking to ace their DevOps or SRE interview.
One-liner takeaway: Get ahead of the game with the litu54/DevOps-Interview-Guide, and land your dream DevOps or SRE job with confidence!
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🧠 Channel: https://t.me/GithubRe15 211
🔥 denoland/celld is trending — and it deserves your attention.
🔗 https://github.com/denoland/celld
📝 self-hosted, distributed Durable Objects
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celld is an open-source daemon that runs Cloudflare Workers and Durable Objects on your own machines. It allows you to self-host and distribute Durable Objects, with each object being its own SQLite database addressed by name and replicated to an S3-compatible bucket.
Key features of celld include:
-
Self-hosted: run your own Durable Objects
- Distributed: replicate objects across multiple nodes
- SQLite databases: each object is its own database
- S3-compatible bucket: store and replicate object data
To use celld, you can install it using the provided installer script, or run it from a Docker container. You can then deploy your applications to an S3-compatible bucket and start celld against that bucket.
From a technical standpoint, celld uses the standard AWS credential chain and embeds V8 to execute Wrangler bundles. It also uses object-storage compare-and-swap to ensure that exactly one node owns a cell at a time, without a membership protocol or consensus service.
celld is suitable for developers and organizations looking to self-host and distribute their Durable Objects, with a focus on scalability, reliability, and security.
In summary: Take control of your Durable Objects with celld - the self-hosted, distributed solution for Cloudflare Workers and Durable Objects.
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🧠 Channel: https://t.me/GithubRe15 211
📌 Spotted on GitHub Trending: LadybirdBrowser/ladybird — let's break it down.
🔗 https://github.com/LadybirdBrowser/ladybird
📝 Truly independent web browser
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The Ladybird browser is a game-changer - a truly independent web browser built on a novel engine based on web standards. It's still in pre-alpha, so it's only suitable for developers right now.
One of the key features of Ladybird is its multi-process architecture, which includes a main UI process, several WebContent renderer processes, an ImageDecoder process, and a RequestServer process. This means that image decoding and network connections are done out of process, making it more robust against malicious content.
Each tab has its own renderer process, sandboxed from the rest of the system, adding an extra layer of security. Ladybird also inherits many core library support components from SerenityOS, including
LibWeb, LibJS, and LibWasm.
To get started with Ladybird, you can find build instructions in the Documentation folder, and the project runs on Linux, macOS, Windows (with WSL2), and many other *Nixes.
If you're interested in participating in the project, you can join the Discord server to discuss issues and development, and read the getting started guide to learn how to contribute.
Ladybird is licensed under a 2-clause BSD license.
In short, Ladybird is a browser that's all about independence and security - and it's an exciting project to watch, or even contribute to!
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🧠 Channel: https://t.me/GithubRe15 211
📌 Spotted on GitHub Trending: google/guava — let's break it down.
🔗 https://github.com/google/guava
📝 Google core libraries for Java
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The Guava library is a set of core Java libraries from Google, featuring new collection types, immutable collections, a graph library, and utilities for concurrency, I/O, hashing, primitives, strings, and more. It comes in two flavors: JRE and Android.
To use Guava, add a dependency to your project using
Maven or Gradle. For example, with Maven:
<dependency>
<groupId>com.google.guava</groupId>
<artifactId>guava</artifactId>
<version>33.6.0-jre</version>
</dependency>
multimap and multiset, and utilities like ImmutableList.
Guava's APIs are largely binary-compatible, ensuring backward compatibility.
One-liner takeaway: Use Guava to simplify your Java development and boost performance with its robust collection types and utility classes.
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🧠 Channel: https://t.me/GithubRe15 211
🚀 Meet TauricResearch/TradingAgents: a gem from today's GitHub trending list.
🔗 https://github.com/TauricResearch/TradingAgents
📝 TradingAgents: Multi-Agents LLM Financial Trading Framework
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The TradingAgents framework is a cutting-edge, multi-agent trading platform designed to simulate real-world trading firms. This framework utilizes specialized LLM-powered agents to evaluate market conditions and inform trading decisions. The agents include fundamental analysts, sentiment experts, technical analysts, researchers, traders, and risk management teams, all working together to make informed decisions.
At its core, TradingAgents is built around a modular design, allowing for flexibility and customization. The framework supports multiple LLM providers, including OpenAI, Google, Anthropic, and more, making it adaptable to different needs and environments.
To get started with
TradingAgents, you can clone the repository and install the package using pip install . The framework also provides a Docker installation option for ease of use. Once installed, you can launch the interactive CLI and select your desired tickers, analysis date, LLM provider, and more.
The TradingAgents package is built with LangGraph, ensuring flexibility and modularity. It supports multiple LLM providers and can be used inside your code by importing the tradingagents module and initializing a TradingAgentsGraph() object.
Whether you're a researcher, trader, or simply interested in AI-powered trading, TradingAgents is an exciting project that's worth exploring. So, dive in and discover the possibilities - with TradingAgents, the future of trading is at your fingertips!
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🧠 Channel: https://t.me/GithubRe
15 211
📌 Spotted on GitHub Trending: goauthentik/authentik — let's break it down.
🔗 https://github.com/goauthentik/authentik
📝 The authentication glue you need.
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Meet authentik, an open-source Identity Provider (IdP) designed for modern Single Sign-On (SSO) and self-hosting. It supports a wide range of protocols, including SAML, OAuth2/OIDC, LDAP, and RADIUS. Whether you're setting up a small lab or a large production cluster, authentik has got you covered.
You can install authentik using
Docker Compose for small setups, Kubernetes with Helm Chart for larger ones, or even deploy it on AWS using CloudFormation templates or the DigitalOcean Marketplace.
As for development, the project welcomes contributions and provides extensive Developer Documentation to get you started.
Authentik is perfect for organizations seeking a robust and scalable identity management solution.
In short, authentik is the ultimate open-source IdP for modern SSO - give it a try and experience seamless identity management!
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🧠 Channel: https://t.me/GithubRe15 211
🔥 mattpocock/skills is trending — and it deserves your attention.
🔗 https://github.com/mattpocock/skills
📝 Skills for Real Engineers. Straight from my .agents directory.
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The mattpocock/skills GitHub repository offers a collection of skills designed to help real engineers develop applications effectively. These skills are small, easy to adapt, and composable, working with any model, and are based on decades of engineering experience. The repository provides a 30-second setup with two installation options: the Claude Code plugin and skills.sh, allowing users to choose their preferred method.
Key features include
/grill-me and /grill-with-docs for aligning with the agent, /tdd for automated testing, and /diagnosing-bugs for debugging. The skills are categorized into user-invoked and model-invoked skills, with examples including ask-matt, triage, and improve-codebase-architecture.
These skills are perfect for engineers looking to improve their development process, and with over 60,000 devs already on board, it's clear that this repository is making a significant impact. So why not join the community and start shipping the best apps of your career? The future of software development is here, and it's time to skill up!
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🧠 Channel: https://t.me/GithubRe15 211
📌 Spotted on GitHub Trending: google/skills — let's break it down.
🔗 https://github.com/google/skills
📝 Agent Skills for Google products and technologies
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The google/skills repository on GitHub is a collection of Agent Skills for various Google products and technologies, including Google Cloud. These skills provide a wide range of functionalities, from getting started with Google Cloud to more advanced topics like AI/ML, infrastructure, and management tools.
To use these skills, you can install them via
npx skills add google/skills and then select the specific skills you want to install. The repository is under active development, and new skills are being added regularly.
The skills in this repository are categorized into various sections, including:
- Getting started with Google Cloud
- Muilti-product solution skills
- AI/ML
- Infrastructure
- Databases and analytics
- Developer tools
- Management tools
- Well-Architected Framework
- Security and identity
- Web and app hosting
- Advertising
The repository also includes plugins for various agent harnesses, such as Claude Code, Codex, and Antigravity CLI.
If you need help or encounter issues with these skills, you can search for existing issues or open a new one in the GitHub Issue Tracker. Contributions to improve the skills are also welcome.
In short, the google/skills repository is a one-stop-shop for all your Google-related skills and plugin needs - install, learn, and contribute to take your Google Cloud skills to the next level!
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🧠 Channel: https://t.me/GithubRe15 211
🔍 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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The ChinaTextbook GitHub repository provides a collection of open-source textbooks for students in China, aiming to promote equal access to education. The repository includes mathematics textbooks for elementary, middle, and high school, as well as university-level mathematics materials, such as linear algebra and probability theory.
To
use the repository, simply browse through the folders and download the desired textbooks. Note that some large files are split into smaller parts due to GitHub's upload limits. To merge these files, you can use the provided mergePDFs-windows-amd64.exe tool.
The repository is maintained by volunteers and relies on community support. If you find the resources helpful, consider donating to support the project's continued development.
Here's a simple example15 211
📌 Spotted on GitHub Trending: addyosmani/agent-skills — let's break it down.
🔗 https://github.com/addyosmani/agent-skills
📝 Production-grade engineering skills for AI coding agents.
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addyosmani/agent-skills is a GitHub repository that provides production-grade engineering skills for AI coding agents. The skills encode workflows, quality gates, and best practices that senior engineers use when building software, ensuring that AI agents follow them consistently across every phase of development.
The repository includes 24 skills that cover various aspects of the development lifecycle, from defining what to build to shipping the final product. Some key features include:
*
8 slash commands that map to the development lifecycle, such as /spec, /plan, /build, and /ship
* Automated skill activation based on what you're doing, such as designing an API or building UI
* Integration with various agents, including Claude Code, Cursor, Codex, and more
To get started, you can install the skills using the skills CLI or integrate them with your preferred agent. The repository also provides a Quick Start guide and documentation for each skill, making it easy to use and understand.
The target audience for this repository includes developers, engineers, and teams looking to improve their development workflow and ensure that their AI coding agents follow best practices.
In summary, addyosmani/agent-skills is a valuable resource for anyone looking to streamline their development process and improve the quality of their code - Supercharge your coding workflow with these production-grade engineering skills!
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🧠 Channel: https://t.me/GithubRe15 211
🚀 Meet PrimeIntellect-ai/prime-agent: a gem from today's GitHub trending list.
🔗 https://github.com/PrimeIntellect-ai/prime-agent
📝 A self-improving RLM agent for coding workflows and long-running autonomous tasks.
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Introduction to Prime Agent: Prime Agent is an open-source coding and research agent designed for general and long-running work. It's built around two core abstractions: the Recursive Language Model (RLM) and the Continual Harness.
Key Features: Prime Agent combines a persistent Python control environment with durable harness state, allowing for useful working context and reusable operating patterns to outlive a single chat window. It features programmatic tools, subagents, and context management through code.
Technical Highlights: Prime Agent includes a persistent IPython environment, daemon-backed agents, and direct agent-to-agent communication. It also supports long-running work with features like heartbeats, schedules, and persistent goals.
Audience: Prime Agent is ideal for researchers, developers, and anyone looking for a powerful tool for long-running work and evaluations.
To get started, simply install the latest stable release using curl -fsSL https://app.primeintellect.ai/prime-agent/install.sh | sh and run prime-agent in your desired directory.
One-liner takeaway: Prime Agent is revolutionizing the way we approach long-running work and research with its cutting-edge Recursive Language Model and Continual Harness, making it an indispensable tool for anyone looking to push the boundaries of what's possible!
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🧠 Channel: https://t.me/GithubRe15 211
Repost from Python Courses & Resources
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15 211
🎯 google/skills landed on trending. Worth a proper look.
🔗 https://github.com/google/skills
📝 Agent Skills for Google products and technologies
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The google/skills repository on GitHub is a collection of skills for Google products and technologies, including Google Cloud. This repository is under active development and provides a wide range of skills, from
Getting started with Google Cloud to AI/ML and Infrastructure skills. To use these skills, you can install them using npx skills add google/skills and then select the specific skills you want to install. The repository also includes plugins for agent harnesses like Claude Code and Codex. If you need help or encounter issues, you can search for existing issues or open a new one in the GitHub Issue Tracker. The skills are available under the Apache 2.0 license, allowing you to copy, modify, and distribute them freely. One-liner takeaway: Level up your Google Cloud game with the google/skills repository, your one-stop shop for skills and plugins to boost productivity and innovation!
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🧠 Channel: https://t.me/GithubRe15 211
📌 Spotted on GitHub Trending: pranshuparmar/witr — let's break it down.
🔗 https://github.com/pranshuparmar/witr
📝 Why is this running? Trace any process, port, container, or file back to what started it - CLI + TUI.
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The witr tool helps you understand why a process, port, container, or file is running on your system. It provides a clear chain of causality, showing where a running process came from, how it was started, and what systems are responsible for it. Key features include a simple command-line interface, machine-readable JSON output, and an interactive TUI dashboard.
To
install witr, you can use various package managers like Homebrew, Conda, or Winget, or download a pre-built binary from the GitHub repository. For usage, simply run witr followed by the process, port, container, or file you're interested in.
From a technical standpoint, witr is a single static binary that supports multiple platforms, including Linux, macOS, Windows, and FreeBSD. It's designed to be easy to use and provides a lot of flexibility in terms of output formatting and filtering.
The target audience for witr includes system administrators, developers, and anyone who needs to understand what's running on their system and why.
In short, witr is a powerful tool that helps you cut through the complexity of your system and understand what's really going on - and that's a game-changer for anyone who's ever wondered "why is this running?"
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🧠 Channel: https://t.me/GithubRe
15 211
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