🔥 xbtlin/ai-berkshire is trending — and it deserves your attention.

🔗 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 是一个基于 Claude Code 的投资研究框架，旨在将巴菲特、芒格、段永平、李录四位价值投资大师的方法论系统化、结构化，通过 AI Agent 实现专业级投资研究。这个框架不仅可以帮助您进行深度研究，还可以提供财报分析、行业筛选、持仓管理和思维工具等功能。

主要特点：

* 使用 4个Agent并行 研究一家公司，模拟真实投研团队协作
* 四大师视角对抗，提供多角度的分析
* 结构化反偏见机制，确保分析的质量和决策的纪律
* 金融数据的精确性，提供可靠的数据支持

输出示例：

| 公司 | 通过? | 能力圈 | 好生意 | 护城河 | 管理层 | 安全边际 | 综合 |
|------|:-----:|:------:|:------:|:------:|:------:|:-------:|:----:|
| 腾讯 | 通过 | ★★★★★ | ★★★★★ | ★★★★★ | ★★★★★ | ★★★★☆ | 4.7 |
| 美团 | 通过 | ★★★★☆ | ★★★★☆ | ★★★★☆ | ★★★★★ | ★★★★★ | 4.3 |

适用人群：

* 投资者
* 研究员
* 量化分析师

使用方法：

* 安装 Claude Code 和 AI Berkshire 的 Skills
* 使用 /investment-research、/investment-team 等命令调用相应的 Skills

总结：

AI Berkshire 是一个功能强大的投资研究框架，可以帮助您进行深度研究、财报分析、行业筛选、持仓管理和思维工具等。其 4个Agent并行 的研究方式、四大师视角对抗 的分析方法、结构化反偏见机制 和 金融数据的精确性 都是其突出的特点。通过 AI Berkshire，您可以获得更好的投资决策支持。

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🧠 Channel: https://t.iss.one/GithubRe

💡 calesthio/OpenMontage just hit the trending charts — here's why it matters.

🔗 https://github.com/calesthio/OpenMontage
📝 World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio.
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Introducing OpenMontage, the first open-source, agentic video production system. This innovative platform allows you to create stunning videos by simply describing what you want in plain language. The agent handles everything from research and scripting to asset generation, editing, and final composition.

Key Features:
- Start from a reference video or a blank prompt
- Automatic script generation and narration
- AI-powered image and video generation
- Free stock footage and music integration
- Real-time subtitle generation and burn-in
- Support for various AI coding assistants

Technical Highlights:
- Python 3.10+ and Node.js 18+ support
- FFmpeg for post-production and encoding
- Remotion and HyperFrames for composition

Audience:
OpenMontage is designed for anyone looking to create high-quality videos without extensive video production experience. It's perfect for content creators, marketers, educators, and developers who want to leverage AI-powered video production.

With OpenMontage, you can create stunning videos at a fraction of the cost and time. Try it out and discover a new world of video production possibilities - your next video is just a prompt away.

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🧠 Channel: https://t.iss.one/GithubRe

🔥 aws/agent-toolkit-for-aws is trending — and it deserves your attention.

🔗 https://github.com/aws/agent-toolkit-for-aws
📝 Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS
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The Agent Toolkit for AWS is a powerful tool that enables AI coding agents to build, deploy, and manage applications on AWS. It provides a set of plugins and skills that work with popular coding agents like Claude Code, Codex, Cursor, and Kiro. The toolkit offers a range of features, including service selection, CDK/CloudFormation, serverless, containers, storage, observability, billing, and SDK usage.

To get started, users can install plugins like aws-core, aws-agents, and aws-data-analytics using their coding agent's marketplace or by adding the toolkit's repository as a team marketplace. The toolkit also includes a set of rules files that provide recommended project-level configuration for using AWS effectively.

The AWS MCP Server is a key component of the toolkit, providing full AWS API coverage, sandboxed script execution, real-time documentation access, and enterprise controls. The toolkit is designed for developers, DevOps teams, and anyone looking to leverage AI coding agents to streamline their workflows on AWS.

With its robust features and user-friendly setup, the Agent Toolkit for AWS is a game-changer for anyone looking to unlock the full potential of AI-powered coding. One-liner takeaway: Supercharge your coding workflow with the Agent Toolkit for AWS and unlock the power of AI-driven development on the cloud.

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🧠 Channel: https://t.iss.one/GithubRe

📌 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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🧠 Channel: https://t.iss.one/GithubRe

🔥 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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🧠 Channel: https://t.iss.one/GithubRe

💡 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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🧠 Channel: https://t.iss.one/GithubRe

⚡ 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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🧠 Channel: https://t.iss.one/GithubRe

🚀 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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🧠 Channel: https://t.iss.one/GithubRe