Github Top Repositories

💡 virattt/ai-hedge-fund just hit the trending charts — here's why it matters. 🔗 https://github.com/virattt/ai-hedge-fund 📝 An AI Hedge Fund Team ────────────────────────────── The AI Hedge Fund is a proof of concept project that explores the use of AI to make trading decisions. It's an educational project, not intended for real trading or investment. The system employs multiple agents, each with its own strategy, such as value investing, growth investing, and risk analysis. These agents include: - Aswath Damodaran Agent - Ben Graham Agent - Bill Ackman Agent - Cathie Wood Agent - Charlie Munger Agent - Michael Burry Agent - Mohnish Pabrai Agent - Nassim Taleb Agent - Peter Lynch Agent - Phil Fisher Agent - Rakesh Jhunjhunwala Agent - Stanley Druckenmiller Agent - Warren Buffett Agent - Valuation Agent - Sentiment Agent - Fundamentals Agent - Technicals Agent - Risk Manager - Portfolio Manager To use the AI Hedge Fund, you can run it via command line interface or a web application. The project is still evolving, with a vision to become a persistent, always-on AI hedge fund. The project is for educational and research purposes only. You can contribute to the project by forking the repository, creating a feature branch, committing your changes, and creating a pull request. One-liner takeaway: The AI Hedge Fund is a cutting-edge, community-driven project that's pushing the boundaries of AI in finance, and you can be a part of it. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🔥 OpenCut-app/OpenCut is trending — and it deserves your attention. 🔗 https://github.com/OpenCut-app/OpenCut 📝 The open-source CapCut alternative ────────────────────────────── OpenCut is a free and open source video editor designed for web, desktop, and mobile use. Its key features include a plugin-first architecture and a Rust core for seamless performance across different platforms. Currently, the project is being rewritten from the ground up, with exciting new features such as an Editor API, MCP server, and headless mode on the horizon. To get started with development, you can install proto and run the application in web:dev, api:dev, or desktop:dev modes. Although external contributions are not being accepted at this time, you can still join the Discord community to follow along and ask questions. With a focus on open source creator tools, OpenCut is supported by companies like fal.ai. One thing is clear: OpenCut is poised to revolutionize video editing with its innovative approach and open source philosophy - the future of video editing is open. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🔥 Dicklesworthstone/destructive_command_guard is trending — and it deserves your attention. 🔗 https://github.com/Dicklesworthstone/destructive_command_guard 📝 The Destructive Command Guard (dcg) is for blocking dangerous git and shell commands from being executed by agents. ────────────────────────────── Destructive Command Guard is a high-performance hook that protects your code from accidental destruction by AI coding agents. It blocks catastrophic commands like git reset --hard or rm -rf before they execute, and provides clear explanations and safer alternatives. The tool supports a wide range of AI coding agents, including Claude Code, Codex CLI, Gemini CLI, and GitHub Copilot CLI, among others. It features zero-config protection, 50+ security packs, and sub-millisecond latency for seamless integration. To get started, you can install dcg using a simple curl command or a PowerShell installer. The tool is highly customizable, with options to enable or disable specific security packs, and configure agent-specific profiles. For example, you can enable additional protection by adding the following to your ~/.config/dcg/config.toml file:

[packs]
enabled = [
    "database.postgresql",    # Blocks DROP TABLE, TRUNCATE
    "kubernetes.kubectl",     # Blocks kubectl delete namespace
    "cloud.aws",              # Blocks aws ec2 terminate-instances
    "containers.docker",      # Blocks docker system prune
]

If dcg blocks a command you need to run, you can use the DCG_BYPASS=1 environment variable to bypass the block for a single command. Overall, Destructive Command Guard is an essential tool for anyone using AI coding agents, providing a robust safety net against accidental code destruction. With its ease of use, high performance, and customizable features, it's a must-have for developers looking to protect their work. Protect your code with dcg - it's like having a guardian angel for your git repo! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🌟 mattpocock/skills caught my eye on GitHub Trending today. 🔗 https://github.com/mattpocock/skills 📝 Skills for Real Engineers. Straight from my .claude directory. ────────────────────────────── The mattpocock/skills GitHub repository provides a set of skills designed to enhance the productivity of real engineers. These skills are small, easy to adapt, and composable, working with any model and based on decades of engineering experience. The repository offers a range of skills, including /grill-me and /grill-with-docs, which help align users with coding agents, and /tdd and /diagnosing-bugs, which encourage red-green-refactor and disciplined debugging practices. To get started, users can run the skills.sh installer with the command npx skills@latest add mattpocock/skills, then pick the desired skills and follow the setup process. The repository also offers a plug-and-play install as a native Claude Code plugin. The skills are suitable for a wide range of users, from developers and engineers to anyone looking to improve their productivity and coding efficiency. The repository is well-documented, with a Quickstart guide and detailed explanations of each skill. Overall, the mattpocock/skills repository is a valuable resource for anyone looking to streamline their coding workflow and improve their overall productivity. With its flexible and adaptable skills, it's an excellent tool for any developer or engineer. One-liner takeaway: Streamline your coding workflow with mattpocock/skills and take your productivity to the next level! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🚀 Meet Shubhamsaboo/awesome-llm-apps: a gem from today's GitHub trending list. 🔗 https://github.com/Shubhamsaboo/awesome-llm-apps 📝 100+ AI Agent & RAG apps you can actually run — clone, customize, ship. ────────────────────────────── The Shubhamsaboo/awesome-llm-apps GitHub repository is a treasure trove of 100+ open-source AI agents, agent skills, and RAG apps, all hand-built, tested end-to-end, and available under the Apache-2.0 license. This collection works with a variety of models, including Claude, Gemini, GPT, DeepSeek, Llama, and Qwen. To get started, you can clone the repository and run an agent in 30 seconds using a simple command like:

git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git
cd awesome-llm-apps/starter_ai_agents/ai_travel_agent
pip install -r requirements.txt
streamlit run travel_agent.py

The repository is divided into several categories, including Agent Skills, Starter AI Agents, Advanced AI Agents, Always-on Agents, and Multi-agent Teams. Each category offers a range of agents that can be used for various tasks, from project management and travel planning to financial analysis and legal research. Whether you're a developer, researcher, or entrepreneur, this repository has something for everyone. With new templates added weekly, you can stay up-to-date with the latest developments in AI and build innovative applications that solve real-world problems. The key takeaway: Unleash the power of AI with Shubhamsaboo/awesome-llm-apps and start building innovative applications today! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🌟 coreyhaines31/marketingskills caught my eye on GitHub Trending today. 🔗 https://github.com/coreyhaines31/marketingskills 📝 Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering. ────────────────────────────── The coreyhaines31/marketingskills GitHub repository is a collection of AI agent skills focused on various marketing tasks. Its primary purpose is to assist technical marketers and founders with conversion optimization, copywriting, SEO, analytics, and growth engineering. The repository works with several AI coding agents, including Claude Code, OpenAI Codex, Cursor, and Windsurf. It is built by Corey Haines, who also offers hands-on help through his agency, Conversion Factory. To get started, users can install the skills using the CLI install option. The repository includes a range of available skills, such as SEO & content, CRO, copywriting, and growth & retention, which can be used to improve marketing tasks. The skills are designed to cross-reference each other, allowing users to access a wide range of marketing tasks and workflows. The repository is open to contributions, and users can submit new skills or improvements to existing ones. Overall, the coreyhaines31/marketingskills repository is a valuable resource for marketers looking to leverage AI agents to improve their marketing tasks. Takeaway: Supercharge your marketing with AI-powered skills from the coreyhaines31/marketingskills repository! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

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⚡ github/spec-kit is making waves. Here's the full picture. 🔗 https://github.com/github/spec-kit 📝 💫 Toolkit to help you get started with Spec-Driven Development ────────────────────────────── Spec Kit is an open source toolkit that enables you to focus on product scenarios and predictable outcomes, rather than coding every piece from scratch. It introduces a new approach to software development, known as Spec-Driven Development, where specifications become executable, directly generating working implementations. Key features include the Specify CLI, which allows you to initialize projects, create governing principles, and establish technical implementation plans. The toolkit also supports integrations with 30+ AI coding agents, such as GitHub Copilot, and provides a range of slash commands for structured development. To get started, you can install the Specify CLI using uv tool install specify-cli, then initialize a project with specify init my-project. From there, you can use various slash commands to create project principles, specify what you want to build, plan the technical implementation, break down tasks, and execute the implementation. The toolkit is designed for developers who want to build high-quality software faster, with a focus on code quality, testing standards, user experience consistency, and performance requirements. With Spec Kit, you can take your development workflow to the next level and create better software, faster - Spec Kit: where specifications meet implementation. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

⚡ hasaneyldrm/exercises-dataset is making waves. Here's the full picture. 🔗 https://github.com/hasaneyldrm/exercises-dataset 📝 1,324-exercise fitness dataset — animation GIFs, 180×180 thumbnails, muscle-group & equipment data, and step-by-step instructions in 6 languages. The exercise data layer behind the LogPress app. ────────────────────────────── The exercises-dataset repository offers a comprehensive collection of 1,324 fitness exercises, each with detailed metadata, step-by-step instructions in 9 languages, and accompanying animation GIFs and thumbnails. This dataset is ideal for building fitness or workout planning applications, machine learning projects, health and wellness research, and educational demonstrations. Key features include: - 1,324 exercises with category, body-part, equipment, target, and muscle-group data - Animation GIFs and 180×180 thumbnails for every exercise - Step-by-step instructions in 9 languages: English, Spanish, Italian, Turkish, Russian, Chinese, Hindi, Polish, and Korean - Interactive browser for exploring exercises and their metadata - Developer setup guide for integrating the dataset into applications The dataset is well-structured, with each exercise entry containing fields for unique ID, name, category, equipment, instructions, and media. The data is also supplemented with a JSON Schema for validation and a sample record to demonstrate the structure. The exercises-dataset is suitable for various audiences, including fitness app developers, researchers, and educators. Whether you're building a workout planner or conducting research on exercise recognition, this dataset provides a valuable resource. In short, the exercises-dataset is a goldmine for fitness enthusiasts and developers alike, offering a vast, structured, and accessible collection of exercises to power your next project. Drop it into your backend and get moving! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

⚡ Graphify-Labs/graphify is making waves. Here's the full picture. 🔗 https://github.com/Graphify-Labs/graphify 📝 AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph. ────────────────────────────── Graphify is a powerful tool that helps you uncover hidden structures in your files and folders. With its multimodal capabilities, it can read and analyze various file types, including code, PDFs, markdown, images, and more. To use graphify, simply type /graphify in Claude Code, followed by the directory you want to analyze. The tool will then build a knowledge graph and provide you with an interactive graph, wiki articles, and other useful outputs. Graphify is built on top of a robust tech stack, including NetworkX, Leiden, tree-sitter, Claude, and vis.js. It's designed to be user-friendly and flexible, with features like auto-sync and git commit hooks. Whether you're a developer, researcher, or knowledge worker, graphify can help you gain insights and make connections that you never thought possible. So why not give it a try? With graphify, you can turn information into knowledge - and that's a powerful thing. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

⚡ Raphire/Win11Debloat is making waves. Here's the full picture. 🔗 https://github.com/Raphire/Win11Debloat 📝 A simple, lightweight PowerShell script that allows you to remove pre-installed apps, disable telemetry, as well as perform various other changes to declutter and customize your Windows experience. Win11Debloat works for both Windows 10 and Windows 11. ────────────────────────────── Win11Debloat is a lightweight PowerShell script that helps you customize and declutter your Windows experience. With this script, you can remove pre-installed apps, disable telemetry, and remove intrusive interface elements with ease. The script offers a powerful command-line interface, supports Windows Audit mode, and allows you to make changes to other Windows users. You can also export and import your preferred settings for easy application across multiple systems. To use Win11Debloat, you can download and run the script via PowerShell using the & ([scriptblock]::Create((irm "https://debloat.raphi.re/"))) command. Alternatively, you can manually download the script and run it using the traditional or advanced methods. The script offers a wide range of features, including app removal, privacy and suggested content customization, AI feature disablement, and system tweaks. You can also customize the start menu and search, taskbar, and file explorer to your liking. Win11Debloat is perfect for system administrators and power users who want to take control of their Windows experience. The script is easy to use and offers a user-friendly interface that guides you through the customization process. So why not give Win11Debloat a try? With its powerful features and ease of use, it's the perfect tool for anyone looking to debloat and customize their Windows experience. Take control of your Windows experience with Win11Debloat - your one-stop shop for a cleaner, faster, and more personalized Windows experience. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🔍 Deep-diving into Nutlope/hallmark — fresh off the trending list. 🔗 https://github.com/Nutlope/hallmark 📝 Anti-AI-slop design skill for Claude Code, Cursor, and Codex. ────────────────────────────── Hallmark is a design skill for Claude Code, Cursor, and Codex that generates unique, non-template designs. It uses a macrostructure, applies one of twenty themes, and runs through 57 slop-test gates to ensure a custom look. The skill has four main verbs: build new UI, audit existing code, redesign a site, and study a design to extract its DNA. Hallmark's key features include its ability to create self-contained HTML + CSS pages and its custom design option for briefs that don't fit any catalog theme. The skill is easy to install with npx skills add nutlope/hallmark and can be updated by re-running the command. With Hallmark, designers and developers can create unique, AI-generated designs without the template look. The takeaway: Hallmark helps you create custom, non-template designs with ease, making it a game-changer for design and development. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🚀 Meet Shubhamsaboo/awesome-llm-apps: a gem from today's GitHub trending list. 🔗 https://github.com/Shubhamsaboo/awesome-llm-apps 📝 100+ AI Agent & RAG apps you can actually run — clone, customize, ship. ────────────────────────────── The Awesome LLM Apps GitHub repository is a treasure trove of 100+ AI agent and RAG apps that you can clone, customize, and ship as production-ready applications. This cookbook of ready-to-run templates covers a wide range of topics, including AI Agents, Always-on Agents, Multi-agent Teams, MCP Agents, RAG, Voice Agents, Agent Skills, and Fine-tuning. The repository is hand-built, not curated, with every template being original work, tested end-to-end before it ships. The apps are designed to be provider-agnostic, allowing you to switch between different AI providers like Claude, Gemini, OpenAI, and xAI with just a config change. To get started, you can git clone the repository and run your first agent in 30 seconds using the provided streamlit command. The repository also includes step-by-step tutorials on Unwind AI, making it easy for developers to learn and build upon the templates. The Audience for this repository includes developers, researchers, and anyone interested in building and deploying AI-powered applications. With its Apache-2.0 license, you can fork, customize, and ship the apps without any restrictions. In summary, Awesome LLM Apps is a game-changer for anyone looking to build and deploy AI-powered applications quickly and efficiently. So, what are you waiting for? Clone, customize, and ship your first AI app today! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe