📌 Spotted on GitHub Trending: NanmiCoder/MediaCrawler — let's break it down.

🔗 https://github.com/NanmiCoder/MediaCrawler
📝 小红书笔记 | 评论爬虫、抖音视频 | 评论爬虫、快手视频 | 评论爬虫、B 站视频 ｜ 评论爬虫、微博帖子 ｜ 评论爬虫、百度贴吧帖子 ｜ 百度贴吧评论回复爬虫 | 知乎问答文章｜评论爬虫
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MediaCrawler is a powerful multi-platform media data collection tool that supports public information crawling from various platforms like Xiaohongshu, Douyin, Kuaishou, Bilibili, Weibo, Tieba, and Zhihu.

Its key features include keyword search, specified post ID crawling, secondary comment crawling, and more. The project is built using Playwright, a browser automation framework, and does not require JS reverse engineering.

To use MediaCrawler, you need to install dependencies like uv and Node.js, and then run the main.py file with the desired platform and type.

The project is suitable for developers and researchers interested in web scraping and data collection.

One-liner takeaway: MediaCrawler makes web scraping easy with its powerful features and simple usage.

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🔥 garrytan/gstack is trending — and it deserves your attention.

🔗 https://github.com/garrytan/gstack
📝 Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA
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Garry Tan, President & CEO of Y Combinator, introduces gstack, an open-source tool that enables individuals to ship products faster than traditional teams. gstack turns AI coding assistants into a virtual engineering team, providing 23 specialist roles and 8 power tools. The tool is designed for founders, CEOs, and technical leads who want to streamline their product development process.

Key features include:
- /office-hours for reframing products and generating design docs
- /plan-ceo-review for rethinking problems and finding 10-star products
- /review for catching bugs and verifying fixes
- /qa for testing and quality assurance

Technical highlights:
- Integrates with Claude Code and other AI coding assistants
- Supports team mode for shared repositories
- Provides a sprint process for product development: Think → Plan → Build → Review → Test → Ship → Reflect

Audience:
- Founders and CEOs who want to ship products quickly
- First-time Claude Code users who need structured roles
- Tech leads and staff engineers who want rigorous review and QA automation

To get started, simply git clone the repository, run ./setup, and start using the skills. With gstack, you can become a high-velocity team of one – and that's a game-changer: Ship faster, work smarter, and change the world, one line of code at a time.

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💡 IceWhaleTech/CasaOS just hit the trending charts — here's why it matters.

🔗 https://github.com/IceWhaleTech/CasaOS
📝 CasaOS - A simple, easy-to-use, elegant open-source Personal Cloud system.
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CasaOS is an open-source, community-driven project that aims to provide a personal cloud solution for individuals and small organizations. The goal is to create a low-cost, user-friendly, and autonomous data center that can be used to store and manage data, connect smart devices, and provide personalized AI assistants.

Key Features:
- Friendly UI designed for home scenarios
- Support for multiple hardware and base systems
- Selected apps in the app store with one-click installation
- Easy installation of numerous Docker apps
- Elegant drive and file management

Usage: CasaOS supports various hardware and systems, including ZimaBoard, Intel NUC, and Raspberry Pi, and is compatible with Ubuntu, Debian, and other operating systems. It can be installed using a one-liner command, and updates can be done from the UI or terminal.

Technical Highlights:
- amd64 / x86-64, arm64, and armv7 hardware support
- Official support for Debian 12, Ubuntu Server 20.04, and Raspberry Pi OS
- Community support for other operating systems

Audience: CasaOS is designed for individuals and small organizations looking for a personal cloud solution that is easy to use, affordable, and provides autonomy over their data.

In a nutshell: CasaOS is a game-changer for personal cloud solutions, providing a user-friendly, affordable, and autonomous way to manage your data and connect your devices - join the community and take control of your digital life!

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⚡ JCodesMore/ai-website-cloner-template is making waves. Here's the full picture.

🔗 https://github.com/JCodesMore/ai-website-cloner-template
📝 Clone any website with one command using AI coding agents
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The AI Website Cloner Template is a reusable template that helps reverse-engineer any website into a clean, modern Next.js codebase using AI coding agents. With this template, you can point it at a URL, run the /clone-website command, and your AI agent will inspect the site, extract design tokens and assets, write component specs, and dispatch parallel builders to reconstruct every section.

The template supports a variety of AI coding agents, including Claude Code, Codex CLI, and GitHub Copilot. To get started, simply create your own repository from the template, install dependencies, start your AI agent, and run the /clone-website skill.

The template uses a range of technologies, including Next.js 16, shadcn/ui, and Tailwind CSS v4. It also includes a number of features, such as design token extraction, component specs, and parallel building.

The AI Website Cloner Template is ideal for platform migration, lost source code, and learning. However, it is not intended for phishing, impersonation, or passing off someone's design as your own.

In short, the AI Website Cloner Template is a powerful tool for reverse-engineering websites using AI coding agents - clone any website with just one command.

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🚀 Meet Panniantong/Agent-Reach: a gem from today's GitHub trending list.

🔗 https://github.com/Panniantong/Agent-Reach
📝 Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
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简介
Agent Reach 是一个为 AI 代理（如 Claude Code、OpenClaw、Cursor 等）提供互联网能力的工具。它可以帮助你的 AI 代理访问网页、阅读 RSS、搜索 Twitter、观看 YouTube 视频、读取 Reddit 帖子等。

主要特点
- 零配置：大部分平台无需配置，即装即用
- 免费：所有工具开源、所有 API 免费
- 安全：Cookie 只存在本地，不上传不外传
- 兼容性：支持多种 AI 代理，如 Claude Code、OpenClaw、Cursor 等
- 可扩展性：支持添加新平台

使用方法
只需将以下命令复制给你的 AI 代理：
帮我安装 Agent Reach：https://raw.githubusercontent.com/Panniantong/agent-reach/main/docs/install.md
然后，AI 代理就会自己完成剩下的所有事情。

技术亮点
- 使用 yt-dlp 提取 YouTube 视频字幕
- 使用 feedparser 解析 RSS
- 使用 Exa 进行全网搜索
- 支持多种登录方式，包括 Cookie 登录和扫码登录

适用人群
- AI 代理开发者
- AI 爱好者
- 需要为 AI 代理提供互联网能力的用户

总结
Agent Reach 是一个强大的工具，可以帮助你的 AI 代理访问互联网并执行各种任务。它具有零配置、免费、安全、兼容性强和可扩展性等特点。使用 Agent Reach，你可以轻松为你的 AI 代理提供互联网能力，提高其智能化和实用性。关键的一句话：Agent Reach 让你的 AI 代理拥有互联网能力。

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🚀 Meet simplex-chat/simplex-chat: a gem from today's GitHub trending list.

🔗 https://github.com/simplex-chat/simplex-chat
📝 SimpleX - the first messaging network operating without user identifiers of any kind - 100% private by design! iOS, Android and desktop apps 📱!
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Introducing SimpleX Chat, a 100% private messaging platform with no user identifiers. SimpleX Chat offers double ratchet end-to-end encryption and an additional encryption layer to protect your messages and metadata. The platform is available as mobile apps for Android and iOS, as well as a terminal app for Linux, MacOS, and Windows.

To get started, you can install the app from the App Store or Google Play, and then connect to the team or join user groups to ask questions or share ideas. You can also make a private connection with a friend by sharing a link or scanning a QR code.

Technical highlights include a console app available for Linux, MacOS, and Windows, and support for multiple languages. The platform is designed for anyone looking for a secure and private messaging solution, including individuals, communities, and developers.

Audience includes users who value their privacy and want to protect their personal data, as well as developers who want to build on the SimpleX platform.

Takeaway: SimpleX Chat is the ultimate private messaging platform for those who value their security and anonymity - give it a try today!

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🎯 xbtlin/ai-berkshire landed on trending. Worth a proper look.

🔗 https://github.com/xbtlin/ai-berkshire
📝 AI 时代的伯克希尔：基于 Claude Code 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing research framework built on Claude Code. 4 masters' methodologies + multi-agent adversarial analysis.
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Ai Berkshire is an open-source investment research framework that leverages AI to redefine the depth and efficiency of investment research. It combines the methodologies of four investing masters - Warren Buffett, Charlie Munger, Zhang Lei, and Li Lu - into a systematic and structured approach, utilizing AI agents to implement professional-level investment research.

Key Features:
- Investment Research: Comprehensive analysis of a company's business model, moat, management, and valuation.
- Industry Research: Full-spectrum research of an industry, including its structure, trends, and key players.
- Investment Team: Simulates a team of four AI agents researching a company in parallel, providing a comprehensive report.
- Checklist: A six-step filter to quickly determine if a company is worth in-depth research.

Technical Highlights:
- Utilizes Claude Code and Codex for AI-powered research.
- Employs a mirror test to ensure research conclusions are clear and concise.
- Incorporates a financial rigor mechanism to verify data accuracy.

Audience:
- Individual investors seeking a structured approach to investment research.
- Professional investors looking to leverage AI for more efficient research.

Punchy One-Liner Takeaway: With Ai Berkshire, ordinary people can obtain "decision-ready" research reports, not just "looks-good" analyses.

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