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 15 211 名订阅者,在 教育 类别中位列第 13 464,并在 印度 地区排名第 26 132 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 15 211 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。
15 211
订阅者
+2724 小时
+807 天
+40730 天
帖子存档
15 212
🌟 geo-tp/ESP32-Bit-Pirate caught my eye on GitHub Trending today.
🔗 https://github.com/geo-tp/ESP32-Bit-Pirate
📝 A Hardware Hacking Tool with Web-Based CLI That Speaks Every Protocol
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The ESP32 Bus Pirate is an open-source firmware that transforms your device into a multi-protocol hacker's tool. It supports various digital protocols like I2C, UART, 1-Wire, SPI, and radio protocols like Bluetooth, Wi-Fi, Sub-GHz, and RFID. With an interactive command-line interface via USB serial or Wi-Fi web, you can sniff, send, script, and interact with devices.
The firmware features protocol sniffers, baudrate auto-detection, and scripting using Python. It also includes tools for EEPROM dump, device identification, and register manipulation.
To get started, simply flash the firmware using the web flasher, connect via serial or web, and use commands like
mode, help, and scan. The Wiki provides detailed documentation on every mode and command.
This firmware is ideal for developers, hackers, and makers who want to explore and interact with various devices and protocols.
In short, the ESP32 Bus Pirate is a powerful tool that helps you unlock the secrets of device communication - so, what are you waiting for, start hacking!
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🧠 Channel: https://t.me/GithubRe15 212
🌟 usekaneo/kaneo caught my eye on GitHub Trending today.
🔗 https://github.com/usekaneo/kaneo
📝 🎯 All you need. Nothing you don't. Open source project management that works for you, not against you.
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Kaneo is a project management platform that focuses on simplicity and ease of use. The goal is to provide a clean interface that amplifies your team's natural workflow without distractions. Key features include a self-hosted option for data control, fast performance, and an open-source nature with a permissive MIT license.
To get started, you can use the
drim CLI tool for a one-click deployment or set up Docker Compose for a quick tryout. For development, clone the repository, install dependencies with pnpm install, and start the development servers with pnpm dev.
Kaneo is designed for teams looking for a minimalistic project management solution that prioritizes usability and performance. With its customizable and extensible nature, it's suitable for a wide range of users, from small teams to large enterprises.
One-liner takeaway: Kaneo simplifies project management by providing a clean, fast, and self-hosted platform that lets your team focus on what matters – building great products.
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🧠 Channel: https://t.me/GithubRe15 212
💡 agavra/tuicr just hit the trending charts — here's why it matters.
🔗 https://github.com/agavra/tuicr
📝 a code review TUI with vim keybindings
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tuicr is a terminal-based code review tool with vim keybindings that allows you to review code changes, add comments, and export your review to GitHub, GitLab, or the clipboard. It supports git, jj, and mercurial and can be used to review uncommitted changes, commit ranges, or pull requests. The tool is highly customizable with a range of themes and config options.
To get started, you can install tuicr using
curl -fsSL tuicr.dev/install.sh | sh or via other methods like brew install agavra/tap/tuicr or cargo install tuicr. Once installed, you can run tuicr to start the TUI and navigate through your code changes using vim-like keybindings.
Key features include a continuous diff viewer, PR-style comments, and review tracking. You can also export your review to GitHub, GitLab, or the clipboard, and even pipe the review to stdout for further processing.
tuicr is designed for developers who want a fast and efficient way to review code changes in the terminal. It's perfect for teams who use GitHub or GitLab and want to streamline their code review process.
One-liner takeaway: tuicr is a game-changer for terminal-based code reviews, offering a fast, customizable, and vim-friendly way to review code changes and collaborate with your team.
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🧠 Channel: https://t.me/GithubRe15 212
💡 chatwoot/chatwoot just hit the trending charts — here's why it matters.
🔗 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 helps businesses deliver exceptional support experiences. With omnichannel support, you can manage conversations across channels like live chat, email, Facebook, and more. The platform also features a built-in help center portal for publishing articles and FAQs, as well as Captain, an AI agent that automates responses and reduces agent workload.
Key features include
collaboration tools like private notes and @mentions, customer data management with contact profiles and interaction history, and integrations with Slack, Dialogflow, and Shopify. You can deploy Chatwoot to Heroku or DigitalOcean with one-click deployment options.
The platform is designed for scale and flexibility, giving you full control over your customer data. Whether you're a small business or a large enterprise, Chatwoot has the tools you need to provide exceptional customer support.
Takeaway: Chatwoot is the ultimate customer support platform for businesses of all sizes, offering a powerful and flexible solution for delivering exceptional support experiences.
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🧠 Channel: https://t.me/GithubRe15 212
🎯 github/copilot-sdk landed on trending. Worth a proper look.
🔗 https://github.com/github/copilot-sdk
📝 Multi-platform SDK for integrating GitHub Copilot Agent into apps and services
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The GitHub Copilot SDK is a powerful tool that allows developers to embed Copilot's agentic workflows into their applications. With SDKs available for
Python, TypeScript, Go, .NET, Java, and Rust, developers can leverage the same engine behind Copilot CLI to automate tasks and improve productivity.
The SDK provides a production-tested agent runtime that can be invoked programmatically, eliminating the need to build custom orchestration. Developers can define agent behavior, and Copilot handles planning, tool invocation, file edits, and more.
To get started, simply install the preferred SDK using the provided commands, and refer to the SDK README for usage examples and API documentation. The SDK communicates with the Copilot CLI server via JSON-RPC, managing the CLI process lifecycle automatically.
Whether you're a seasoned developer or just starting out, the GitHub Copilot SDK is an excellent choice for streamlining development workflows and unlocking new possibilities.
The GitHub Copilot SDK is a game-changer for developers - it's like having a personal coding assistant!
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🧠 Channel: https://t.me/GithubRe15 212
🎯 microsoft/AI-For-Beginners landed on trending. Worth a proper look.
🔗 https://github.com/microsoft/AI-For-Beginners
📝 12 Weeks, 24 Lessons, AI for All!
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The AI-For-Beginners GitHub repository is a 12-week, 24-lesson curriculum designed to introduce beginners to the world of Artificial Intelligence (AI). The course covers various approaches to AI, including
symbolic AI, neural networks, and deep learning, with practical lessons, quizzes, and labs. It also touches on ethics in AI and provides an overview of popular tools like TensorFlow and PyTorch.
The curriculum is beginner-friendly and offers multi-language support through automated translations. To get started, you can clone the repository locally or use a sparse checkout to reduce download size.
The course is suitable for anyone looking to learn the basics of AI, from students to professionals. It's an excellent resource for those who want to gain a solid understanding of AI concepts and their applications.
Join the community and start learning AI today - dive into the world of AI with this comprehensive and interactive curriculum!
Get started and unlock the power of AI - AI learning has never been easier!
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🧠 Channel: https://t.me/GithubRe15 212
💡 paperswithbacktest/awesome-systematic-trading just hit the trending charts — here's why it matters.
🔗 https://github.com/paperswithbacktest/awesome-systematic-trading
📝 A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading.
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A Systematic Trading Resource Hub
The paperswithbacktest/awesome-systematic-trading GitHub repository is a comprehensive collection of resources for quantitative traders. It features
97 libraries and packages for research and live trading, 40+ strategies described by institutionals and academics, 55 books for beginners and professionals, 23 videos and interviews, as well as blogs and courses.
Key highlights include:
* Backtesting and Live Trading: Event-driven frameworks like vnpy, zipline, and backtrader, as well as vector-based frameworks like vectorbt and pysystemtrade.
* Cryptocurrency Trading: Bots like Freqtrade and Jesse for crypto trading.
* Libraries and Packages: A wide range of tools for trading bots, analytics, data science, and more.
This repository is perfect for quantitative traders, data scientists, and researchers looking to explore new strategies, tools, and techniques. Whether you're a beginner or a seasoned pro, you'll find something valuable here.
To get started, visit the repository and explore the README for a full list of resources. You can also submit an issue with suggestions or share on Twitter to help spread the word.
Takeaway: With this awesome repository, you'll be trading like a pro in no time - code, backtest, and profit!
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🧠 Channel: https://t.me/GithubRe15 212
🌟 mvanhorn/last30days-skill caught my eye on GitHub Trending today.
🔗 https://github.com/mvanhorn/last30days-skill
📝 AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary
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Introducing /last30days, an AI-powered search engine that scourers the web for the most relevant and up-to-date information on a given topic. This innovative tool aggregates data from various sources, including
Reddit, X (Twitter), YouTube, TikTok, and more, to provide a comprehensive overview of what's happening in the last 30 days.
The key features of /last30days include its ability to score results based on real user engagement, such as upvotes, likes, and comments, rather than relying on editorial judgment. This ensures that the most relevant and popular information rises to the top. Additionally, the tool can be used in a variety of ways, including before meetings to research individuals or companies, to find hiring signals, and to stay on top of trending topics.
From a technical standpoint, /last30days is a remarkable achievement, with a modular architecture that allows it to integrate with various platforms and services. The tool is also constantly evolving, with new features and sources being added regularly.
The target audience for /last30days includes anyone looking to stay informed about the latest developments in their industry or area of interest. This could include business professionals, researchers, journalists, and anyone curious about the world around them.
In summary, /last30days is a game-changing tool that revolutionizes the way we search for information. With its unique approach to scoring results and comprehensive coverage of various sources, it's an essential resource for anyone looking to stay ahead of the curve. Stay informed, stay ahead, with /last30days.
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🧠 Channel: https://t.me/GithubRe15 212
🔍 Deep-diving into different-ai/openwork — fresh off the trending list.
🔗 https://github.com/different-ai/openwork
📝 The open-source alternative to Claude Cowork (powered by opencode)
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OpenWork is a free, open-source desktop app for sharing AI workflows across teams and machines. With OpenWork, you can create something once and reuse it across different tools and agents, such as Codex, Claude Code, or Cursor. The app offers a dedicated workspace, but you can also use it from your existing AI agent.
To get started, you can
install OpenWork using a simple prompt in your AI agent, which sets up your first workspace and opens it ready to use. You can then add the OpenWork MCP to your agent, which exposes tools like search_capabilities and execute_capability to find and run capabilities.
For larger organizations, OpenWork Den provides a control plane for managing access, provisioning inference, and publishing skills and plugins. You can use OpenWork Den to invite teammates, create teams, and manage access from one place.
OpenWork is designed for anyone looking to streamline their AI workflow, from individual users to large organizations. With its flexible and scalable architecture, OpenWork is the perfect solution for teams looking to collaborate and reuse AI workflows.
One-liner takeaway: OpenWork helps you create once, reuse anywhere, and collaborate with anyone, making it a game-changer for AI workflow management.
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🧠 Channel: https://t.me/GithubRe15 212
🌟 zhaoxuya520/reverse-skill caught my eye on GitHub Trending today.
🔗 https://github.com/zhaoxuya520/reverse-skill
📝 Reverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack AI-powered routing + On-demand toolchain bootstrapping + Self-evolving knowledge base Supports Claude Code, Kiro, Cursor, Cline, and other AI coding clients 逆向/渗透/安全技能路由包 - AI 自动路由 + 按需自举工具链 + 自动进化经验库 | 支持 Claude Code / Kiro / Cursor / Cline 等代码 AI 客户端
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reverse-skill is a cybersecurity skills router designed to navigate complex security tasks with ease. The package routes AI agents or users to the right methodology, checks available tools, and executes a repeatable workflow for various scenarios, including APK analysis, binary reverse engineering, and penetration testing.
Key features include a PRIMARY fast ladder, a task → skill routing matrix, and a repository layout that organizes various skills and tools. The project supports multiple platforms, including Windows, Linux, and macOS, and provides platform-specific documentation.
Usage involves cloning the repository, refreshing the tool index, and using the provided scripts to initiate cases and execute tasks. The repository includes a range of skills, such as APK reverse, mobile reverse, and binary reverse, as well as tools like IDA Pro, radare2, and Ghidra.
Technical highlights include the use of Python, Node.js, and PowerShell, as well as the integration of various tools and frameworks. The project is primarily licensed under the MIT License, with some submodules and third-party dependencies subject to other licenses.
Audience includes security researchers, penetration testers, and AI agents, such as Claude Code, Codex CLI, and Cursor. The project is designed to streamline complex security tasks and provide a repeatable workflow for various scenarios.
In short, reverse-skill is a powerful tool for navigating complex security tasks, and its modular design and flexible workflow make it an essential resource for security professionals and AI agents alike: Streamline your security workflow with reverse-skill.
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🧠 Channel: https://t.me/GithubRe15 212
🚀 Meet affaan-m/ECC: a gem from today's GitHub trending list.
🔗 https://github.com/affaan-m/ECC
📝 The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
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The ECC GitHub repository is an open-source project that provides a comprehensive operating system for agent harnesses. It offers a wide range of features, including 67 agents, 281 skills, and 94 legacy command shims, to help agents work more efficiently. The project is MIT-licensed and has a strong focus on community involvement and sponsorship. ECC supports multiple harnesses, such as Claude Code and Codex, and provides a skills-first surface for agents to learn and improve. To get started, users can install ECC using the
Claude Code plugin or by cloning the repository and running the install.sh script. With ECC, agents can plan, test, implement, review, and verify their work, making them more productive and effective. The key takeaway: ECC empowers agents to become more autonomous and efficient by providing a robust operating system and toolbox.
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🧠 Channel: https://t.me/GithubRe