⚡ restic/restic is making waves. Here's the full picture.

🔗 https://github.com/restic/restic
📝 Fast, secure, efficient backup program
──────────────────────────────

Restic is a fast, efficient, and secure backup program that supports multiple operating systems, including Linux, macOS, and Windows. It's designed with ease of use, speed, verifiability, security, and efficiency in mind, making it a reliable choice for backing up your data.

To get started, you can init a repository, backup your files, and then restore or mount them as needed. Restic also supports various backends, including local directories, SFTP servers, and cloud storage services like Amazon S3, Google Cloud Storage, and Microsoft Azure Blob Storage.

From a technical standpoint, restic uses cryptography to ensure data confidentiality and integrity, and it's built to be efficient, with features like deduplication and incremental backups. The project is also committed to reproducible builds, ensuring that the released binaries can be reproduced from the source code.

Whether you're a developer or just looking for a reliable backup solution, restic is worth checking out. With its robust feature set and commitment to security and efficiency, it's a great choice for anyone looking to protect their data.
Takeaway: Restic is the backup solution you've been looking for - fast, secure, and easy to use.

──────────────────────────────
🧠 Channel: https://t.me/GithubRe

📌 Spotted on GitHub Trending: msitarzewski/agency-agents — let's break it down.

🔗 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.
──────────────────────────────

Welcome to The Agency, your one-stop-shop for AI specialists. This repository offers a diverse range of specialized agents, each with its own unique personality, domain expertise, and deliverables. From frontend developers to UX researchers, and from PPC campaign strategists to brand guardians, you'll find the perfect agent to transform your workflow.

To get started, you can install all agents using the provided scripts or copy and adapt individual agents to suit your needs. The repository also supports integration with various tools like Claude Code, GitHub Copilot, and OpenCode.

The Agency Roster is divided into several divisions, including Engineering, Design, and Paid Media. Each division offers a range of agents with specialized skills, such as backend architects, UI designers, and PPC campaign strategists.

Whether you're looking to build a modern web app, create a brand identity, or optimize your ad spend, The Agency has got you covered. With its production-ready workflows and measurable outcomes, you can trust that your projects are in good hands.

So why wait? Explore The Agency today and discover how these AI specialists can help you achieve your goals. Assemble your dream team and start building something amazing!

──────────────────────────────
🧠 Channel: https://t.me/GithubRe

💡 masterking32/MasterDnsVPN just hit the trending charts — here's why it matters.

🔗 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.
──────────────────────────────

README not available for this repository.

──────────────────────────────
🧠 Channel: https://t.me/GithubRe

🔍 Deep-diving into chatwoot/chatwoot — fresh off the trending list.

🔗 https://github.com/chatwoot/chatwoot
📝 Open-source live-chat, email support, omni-channel desk. An alternative to Intercom, Zendesk, Salesforce Service Cloud etc. 🔥💬
──────────────────────────────

Chatwoot is an open-source customer support platform that provides a modern, self-hosted solution for businesses to deliver exceptional customer experiences. With omnichannel support, Chatwoot centralizes conversations from various channels, including live chat, email, social media, and more. The platform features a built-in help center portal for publishing articles, FAQs, and guides, as well as Captain, an AI agent that automates responses and reduces agent workload.

Key features include collaboration tools, such as private notes and @mentions, customer data management, including contact profiles and interaction history, and integrations with popular platforms like Slack, Dialogflow, and Shopify. Chatwoot also provides reports and insights for operational visibility and customer satisfaction measurement.

The platform is designed for scalability and flexibility, allowing businesses to customize and extend its functionality to meet their specific needs. With a large community of contributors and a wide range of deployment options, including Heroku, DigitalOcean, and self-hosted installations, Chatwoot is an attractive solution for businesses seeking a robust and customizable customer support platform.

In short, Chatwoot is the ultimate customer support platform for businesses that want to revolutionize their customer experience.

──────────────────────────────
🧠 Channel: https://t.me/GithubRe

💡 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!
──────────────────────────────

Agentsview is a powerful tool for managing and tracking costs across multiple AI coding agents. With agentsview, you can browse, search, and analyze your coding sessions from a single interface, all while keeping your data local and secure.

Key features include full-text search, token usage and cost dashboard, and analytics dashboard with activity heatmaps and tool usage metrics.

To get started with agentsview, you can install it using a simple curl command or by downloading the desktop app from GitHub Releases. Once installed, you can start the server with agentsview serve and access the web UI at http://127.0.0.1:8080.

Agentsview supports a wide range of agents, including Claude Code, Codex, Copilot CLI, and many more. With its keyboard-first navigation and live updates via SSE, agentsview makes it easy to stay on top of your coding sessions and costs.

Whether you're a developer, researcher, or simply an AI enthusiast, agentsview is the perfect tool for anyone looking to streamline their workflow and gain insights into their coding habits.
Take control of your AI coding costs with agentsview - your one-stop solution for tracking and managing AI expenses.

──────────────────────────────
🧠 Channel: https://t.me/GithubRe

🔥 alchaincyf/zhangxuefeng-skill is trending — and it deserves your attention.

🔗 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。
──────────────────────────────

张雪峰的认知操作系统：这个GitHub仓库是对张雪峰的思想和心智模型的蒸馏，包括社会筛子论、就业倒推法、阶层现实主义等。这个Skill可以帮助你分析专业选择、职业发展和人生方向，提供明确的判断和建议。

关键特点：

* 5个心智模型：社会筛子论、选择>努力、就业倒推法、阶层现实主义和争议即传播
* 8条决策启发式：灵魂追问法、中位数原则、不可替代性检验等
* 表达DNA：短句、快节奏、信息密度高的表达风格

安装和使用：

* 可以通过npx skills add alchaincyf/zhangxuefeng-skill安装
* 支持多个runtime，包括Claude Code、Codex、Cursor等
* 可以通过用张雪峰的视角帮我分析这个专业选择等命令来使用

技术亮点：

*

git clone https://github.com/alchaincyf/zhangxuefeng-skill <对应路径>

可以手动安装
* 支持多个平台，包括Windows、macOS和Linux

结论：张雪峰的认知操作系统是一个强大的工具，可以帮助你分析和解决问题。通过安装和使用这个Skill，你可以获得张雪峰的思想和心智模型，提高你的决策能力和职业发展。

一句话总结：张雪峰的认知操作系统是一个可以帮助你分析和解决问题的强大工具。

──────────────────────────────
🧠 Channel: https://t.me/GithubRe

⚡ TapXWorld/ChinaTextbook is making waves. Here's the full picture.

🔗 https://github.com/TapXWorld/ChinaTextbook
📝 所有小初高、大学PDF教材。
──────────────────────────────

ChinaTextbook is a GitHub repository that provides free access to Chinese textbooks, aiming to promote equal access to education and bridge the gap in educational resources. The repository contains a wide range of textbooks, including mathematics for primary, secondary, and high school levels, as well as university-level mathematics such as linear algebra and probability theory.

The repository is designed to be user-friendly, with easy-to-download files and a mergePDFs-windows-amd64.exe program to combine split files. The project encourages open-source contributions and donations to support its mission.

The target audience includes students, teachers, and overseas Chinese who want to access Chinese educational resources. The project also has a Telegram community for users to share ideas and get updates.

In summary, ChinaTextbook is a valuable resource for anyone looking for free access to Chinese educational materials, and its mission to promote equal access to education is truly commendable. Education should be free, and knowledge should be shared!

──────────────────────────────
🧠 Channel: https://t.me/GithubRe

🔍 Deep-diving into hexo-ai/sia — fresh off the trending list.

🔗 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.
──────────────────────────────

SIA: Self-Improving AI is a framework designed to autonomously improve the performance of any AI system on a benchmark task. The hexo-ai/sia GitHub repository provides the official implementation of SIA, as described in the research paper "SIA: Self Improving AI with Harness & Weight Updates". This framework operates by coordinating three main types of AI agents: the Meta-Agent, Target Agent, and Feedback Agent, which work together to continuously improve task performance.

To use SIA, you can install it using pip and run it locally with built-in tasks. The repository includes four built-in tasks: gpqa, lawbench, longcot-chess, and spaceship-titanic. You can also bring your own task by preparing a task directory with the required layout and pointing --task_dir at it.

The SIA framework is designed to be flexible and customizable, with features such as agent profiles that allow you to configure the agent's behavior and evaluator that scores the target agent's performance. The repository includes a range of resources, including documentation, example code, and a web dashboard for visualizing runs.

SIA 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. With its modular design and customizable components, SIA has the potential to be applied to a wide range of tasks and domains.

In summary, SIA is a powerful framework for self-improving AI that can be used to improve the performance of any AI system on a benchmark task. Try SIA today and unlock the full potential of your AI systems!

──────────────────────────────
🧠 Channel: https://t.me/GithubRe

🚀 Meet mattermost/mattermost: a gem from today's GitHub trending list.

🔗 https://github.com/mattermost/mattermost
📝 Mattermost is an open source platform for secure collaboration across the entire software development lifecycle..
──────────────────────────────

Mattermost is a self-hosted collaboration platform that offers chat, workflow automation, voice calling, screen sharing, and AI integration. It's written in Go and React, and runs as a single Linux binary, relying on PostgreSQL. You can deploy Mattermost on-premises or try it for free in the cloud.

Key features include a web interface, native mobile and desktop apps, and security bulletins for critical updates.

Mattermost is ideal for DevSecOps, Incident Resolution, and IT Service Desk teams. To get started, you can download and install Mattermost, or get involved in the community by contributing code or joining discussions.

The project is open core, with a new compiled version released every month under an MIT license.

One-liner takeaway: Mattermost is a powerful collaboration platform that helps teams work together more efficiently, and it's free to try!

──────────────────────────────
🧠 Channel: https://t.me/GithubRe

🎯 bannedbook/fanqiang landed on trending. Worth a proper look.

🔗 https://github.com/bannedbook/fanqiang
📝 翻墙-科学上网
──────────────────────────────

The bannedbook/fanqiang GitHub repository is a comprehensive collection of tools and tutorials for scientific internet access, also known as fanqiang, which translates to scaling the wall in English. This repository provides various solutions for users to access the internet freely, including Chrome one-click packages, Android apps, and Mac software. The repository covers a wide range of topics, such as Windows V2ray/SS/SSR tutorials, iPhone/iPad/iOS V2ray/SS tutorials, and game console tutorials.

The Chrome one-click package is a notable feature, which integrates multiple fanqiang tools, including Goflyway, v2ray, and SSR, with built-in free servers. The repository also provides usage guidelines and troubleshooting tips for users.

Overall, the bannedbook/fanqiang repository is a valuable resource for users seeking to access the internet freely and securely. With its comprehensive collection of tools and tutorials, it is an essential toolkit for anyone looking to scale the wall.
So, ready to scale the wall and access the internet freely?

──────────────────────────────
🧠 Channel: https://t.me/GithubRe

⚡ addyosmani/agent-skills is making waves. Here's the full picture.

🔗 https://github.com/addyosmani/agent-skills
📝 Production-grade engineering skills for AI coding agents.
──────────────────────────────

Agent Skills is a GitHub repository that provides production-grade engineering skills for AI coding agents. The repository includes 24 skills that cover the entire development lifecycle, from defining what to build to shipping the final product. These skills are packaged as workflows with steps, verification gates, and anti-rationalization tables, allowing AI agents to follow best practices consistently.

The repository includes seven slash commands that map to different stages of the development lifecycle, such as /spec, /plan, /build, /test, /review, /code-simplify, and /ship. Additionally, it includes a /build auto command that generates a plan and implements every task in a single approved pass.

To get started, users can install the repository as a plugin for various platforms, including Claude Code, Cursor, Antigravity CLI, Gemini CLI, Windsurf, OpenCode, and GitHub Copilot. The repository also includes detailed documentation and setup instructions for each platform.

The skills in the repository are designed to be used by AI agents, but they can also be used by human developers as a reference for best practices. The repository includes skills for various aspects of software development, including frontend UI engineering, API and interface design, test-driven development, and security and hardening.

Overall, the Agent Skills repository provides a comprehensive set of skills for AI coding agents to follow best practices and produce high-quality software. With its easy-to-use commands and detailed documentation, it's an essential tool for any developer looking to improve their workflow. One-liner takeaway: Agent Skills helps you build better software faster by providing a set of production-grade engineering skills for AI coding agents.

──────────────────────────────
🧠 Channel: https://t.me/GithubRe

🔥 iptv-org/iptv is trending — and it deserves your attention.

🔗 https://github.com/iptv-org/iptv
📝 Collection of publicly available IPTV channels from all over the world
──────────────────────────────

The iptv-org/iptv repository is a collection of publicly available IPTV channels from around the world. Its main purpose is to provide a centralized location for accessing live streaming channels. Key features include a main playlist containing all available channels, links to other playlists, and Electronic Program Guide (EPG) data for most channels. To use the repository, simply paste the link to a playlist into a video player that supports live streaming. The repository is technically built using a combination of data from the iptv-org/database repository and utilities from the iptv-org/epg repository. It's perfect for anyone looking for a free and open-source way to access live TV channels. This project is all about community-driven media - Empowering users, one stream at a time!

──────────────────────────────
🧠 Channel: https://t.me/GithubRe