Github Top Repositories

🔍 Deep-diving into huggingface/speech-to-speech — fresh off the trending list. 🔗 https://github.com/huggingface/speech-to-speech 📝 Build local voice agents with open-source models ────────────────────────────── The huggingface/speech-to-speech repo is an open-source pipeline for building voice agents. It consists of four interchangeable components: Voice Activity Detection (VAD), Speech to Text (STT), Language Model (LLM), and Text to Speech (TTS). The pipeline is modular, allowing users to swap out components as needed, and is exposed through an OpenAI Realtime-compatible WebSocket API. The repo provides a range of features, including support for multiple STT and TTS models, as well as the ability to run the pipeline in different modes, such as realtime, local, websocket, and socket. The pipeline is designed to be easy to use, with a simple pip install process and a range of optional backends that can be installed with pip extras. The repo also includes a range of examples and scripts to help users get started. The target audience for this repo appears to be developers who want to build voice agents or other applications that require speech-to-speech functionality. With its modular design and support for multiple models and modes, huggingface/speech-to-speech is a powerful tool for anyone looking to build innovative voice-based applications. Build your own voice agent with huggingface/speech-to-speech and revolutionize the way you interact with technology! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🚀 Meet affaan-m/ECC: a gem from today's GitHub trending list. 🔗 https://github.com/affaan-m/ECC 📝 The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. ────────────────────────────── The ECC repository provides an agent harness operating system, offering a coordinated engineering system and toolbox for agents to write code. It includes 67 agents, 281 skills, and 94 legacy command shims, along with features like hooks, rules, memory, continuous learning, and AgentShield security scanning. ECC works with various harnesses, including Claude Code and Codex, and can be installed through different methods. The recommended default is to install the Claude Code plugin for Claude Code and use the supported sync flow for Codex. The repository is MIT-licensed and open source, with a focus on providing a standardized process for agents to plan, test, implement, review, verify, and remember their work. The goal of ECC is to optimize the context window and persist everything else, making it a valuable tool for those looking to streamline their agent-based workflows. The ECC system is designed to be user-friendly, with a simple installation process and a wide range of features to support agent development. Whether you're working with Claude Code, Codex, or another harness, ECC provides a powerful toolkit to help you get the most out of your agents. Here's a sample

installation command

for Claude Code:

/plugin marketplace add https://github.com/affaan-m/ECC
/plugin install ecc@ecc

In summary, ECC is a powerful tool for agent harness operating systems, providing a wide range of features and a user-friendly installation process. Its focus on optimizing the context window and persisting everything else makes it an ideal choice for those looking to streamline their agent-based workflows. With ECC, you can unlock the full potential of your agents and take your workflows to the next level. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

📌 Spotted on GitHub Trending: andrewyng/aisuite — let's break it down. 🔗 https://github.com/andrewyng/aisuite 📝 Simple, unified interface to multiple Generative AI providers ────────────────────────────── The aisuite GitHub repository offers a lightweight Python library for building applications with large language models (LLMs). It features a unified Chat Completions API across multiple providers, including OpenAI, Anthropic, and Google, allowing for easy switching between them by changing a single string. The library also includes an Agents API with tools and toolkits for building more complex applications. To get started with aisuite, you can install it using pip install aisuite, and then use the Client class to interact with the chat API. For example:

import aisuite as ai
client = ai.Client()
response = client.chat.completions.create(
    model="openai:gpt-4o",
    messages=[{"role": "user", "content": "Hello, how are you?"}],
    temperature=0.75
)
print(response.choices[0].message.content)

aisuite is designed to be extensible, with a modular architecture that allows developers to add new providers and tools easily. The repository includes a Contributing Guide and a MIT License, making it easy for developers to get involved and use the library in their projects. Overall, aisuite is a powerful tool for building applications with LLMs, and its unified API and extensible architecture make it a great choice for developers looking to work with multiple providers and tools. So why not harness the power of AI and start building with aisuite today? ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🔥 moeru-ai/airi is trending — and it deserves your attention. 🔗 https://github.com/moeru-ai/airi 📝 💖🧸 Self hosted, you-owned Grok Companion, a container of souls of waifu, cyber livings to bring them into our worlds, wishing to achieve Neuro-sama's altitude. Capable of realtime voice chat, Minecraft, Factorio playing. Web / macOS / Windows supported. ────────────────────────────── The moeru-ai/airi GitHub repository is home to Project AIRI, an innovative endeavor to create a digital companion or cyber waifu that can interact with users in a lifelike manner. Heavily inspired by Neuro-sama, a popular virtual streamer, AIRI aims to provide a unique experience by enabling users to own their digital life and interact with their virtual companion anywhere, anytime. In terms of key features, AIRI boasts a range of capabilities, including the ability to play games, chat, and engage in various activities. The project leverages modern large language models like ChatGPT and Claude to power its conversational abilities. To get started with AIRI, users can download the latest release from the GitHub repository or install it using winget or Scoop on Windows, or Homebrew Cask on macOS. The project also provides a web-based interface for users to interact with their digital companion. From a technical standpoint, AIRI is built using a range of technologies, including Electron for the desktop application and web technologies for the web-based interface. The project also utilizes machine learning models to power its conversational abilities. The AIRI project is suitable for a wide range of users, including developers interested in contributing to the project, users looking for a unique digital companion experience, and researchers interested in exploring the possibilities of AI-driven virtual companions. In summary, the moeru-ai/airi repository is an exciting project that offers a unique digital companion experience, and its open-source nature makes it an excellent opportunity for developers and researchers to contribute and learn. AIRI is revolutionizing the way we interact with digital companions, and it's an project you won't want to miss! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🌟 jenkinsci/jenkins caught my eye on GitHub Trending today. 🔗 https://github.com/jenkinsci/jenkins 📝 Jenkins automation server ────────────────────────────── The Jenkins project is an open-source automation server that helps streamline your development workflow. Its primary purpose is to automate repetitive tasks, allowing you to focus on more critical aspects of your project. With over 2,000 plugins available, Jenkins supports automating various tasks, including building projects, running tests, and deployment. To get started with Jenkins, you can download the official distributions, which are available as WAR files, Docker images, native packages, and installers for various platforms. Jenkins offers two release lines: Weekly and Long-Term Support (LTS), which cater to different user needs. The project is governed by an open-source community, and its source code is available on GitHub. If you're interested in contributing to Jenkins, you can start by reading the Contribution Guidelines and checking out the good first issues. Jenkins is trusted by millions of users and adopted by thousands of companies worldwide. Its license is under the MIT License, making it accessible to everyone. To get the most out of Jenkins, you can explore the official website, which offers documentation, blog posts, and community updates. You can also follow Jenkins on social media to stay connected with the community. In summary, Jenkins is a powerful automation server that can help optimize your development process. With its extensive plugin ecosystem and open-source community, it's an excellent choice for teams and individuals looking to streamline their workflows. Automate your development workflow with Jenkins - and focus on what matters most! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🌟 pascalorg/editor caught my eye on GitHub Trending today. 🔗 https://github.com/pascalorg/editor 📝 Create and share 3D architectural projects. ────────────────────────────── The pascalorg/editor GitHub repository presents a 3D building editor built with React Three Fiber and WebGPU. This editor is part of a larger monorepo, utilizing Turborepo for management, and is designed to be extensible through plugins. Key features include a 3D rendering runtime via React Three Fiber, editing tools for interacting with the 3D environment, and a registry system for efficient access to 3D objects. The editor's architecture is modular, with separate packages for core functionality, viewer logic, and editor tools, ensuring a clear separation of concerns. For usage, developers can install necessary packages and load plugins to extend the editor's capabilities. The repository also highlights technical highlights such as the use of Zustand for state management, Zundo for undo/redo functionality, and three-bvh-csg for Boolean geometry operations. The primary audience for this repository appears to be developers interested in 3D modeling, building information modeling (BIM), and those looking to create custom plugins for the editor. To get started, developers can run the development server with bun dev and explore the provided documentation and examples, including a worked example plugin for creating procedural trees and flowers. In summary, the pascalorg/editor repository offers a powerful tool for 3D building editing, with a modular architecture, extensible through plugins, and a robust set of features for developers to explore - start building your 3D world with pascalorg/editor today! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🚀 Meet ocornut/imgui: a gem from today's GitHub trending list. 🔗 https://github.com/ocornut/imgui 📝 Dear ImGui: Bloat-free Graphical User interface for C++ with minimal dependencies ────────────────────────────── README not available for this repository. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🔍 Deep-diving into mvanhorn/last30days-skill — fresh off the trending list. 🔗 https://github.com/mvanhorn/last30days-skill 📝 AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary ────────────────────────────── Discover the Power of /last30days, an AI agent-led search engine that searches people, not editors. This innovative tool aggregates information from various sources like Reddit, X, YouTube, TikTok, and more, scoring them based on real people's engagement. With /last30days, you can stay up-to-date on the latest news, trends, and topics, getting a brief of what's actually happening in the world. Zero config is required, and the setup wizard unlocks various sources in 30 seconds. The tool is available on multiple platforms, including Codex, Cursor, Copilot, Gemini CLI, and 50+ Agent Skills hosts. Technical highlights include the use of arXiv, Techmeme, and Digg for free, without API keys, and the integration of Reddit's public .json API for real scores and top comments. The target audience for this tool includes anyone looking to stay informed, from developers and researchers to business professionals and individuals interested in staying up-to-date on current events. To get started, simply run /last30days [topic] and let the AI agent judge synthesize the information for you. Use it before a meeting to know the last 30 days' truth about a business or person, or to read hiring signals, find exploding topics, or compare tools. In short, /last30days is the ultimate tool for staying informed and up-to-date in today's fast-paced world. Give it a try and experience the power of people-led search! Stay ahead of the curve with /last30days - the search engine that searches people, not editors. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

📌 Spotted on GitHub Trending: apache/cassandra — let's break it down. 🔗 https://github.com/apache/cassandra 📝 Open source transactional distributed database. Linear scalability and proven fault-tolerance on commodity hardware or cloud infrastructure without compromising performance. ────────────────────────────── README not available for this repository. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

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🔍 Deep-diving into vudovn/ag-kit — fresh off the trending list. 🔗 https://github.com/vudovn/ag-kit 📝 No description. ────────────────────────────── The AG Kit is a comprehensive, open-source toolkit for building agent-based systems with Google Antigravity as its primary runtime. It provides a set of predefined rules, skills, and workflows to streamline development and ensure consistent, reliable results. Key features include: - Specialist routing with 20 role definitions - Persistent context management - Orchestration with Antigravity integration - A native safety hook to prevent accidental data loss To get started, simply run npx @vudovn/ag-kit init or install the CLI globally with npm install -g @vudovn/ag-kit. Verify your workspace with npm run check:agents and npm run check:antigravity. This toolkit is designed for developers and teams already familiar with Antigravity and looking to enhance their workflow with a more structured, agent-based approach. The AG Kit is fully extensible, allowing you to customize and extend its capabilities as needed. The takeaway: AG Kit is the ultimate productivity booster for Antigravity developers, providing a robust framework for building complex, agent-driven systems with ease. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🔍 Deep-diving into bradautomates/claude-video — fresh off the trending list. 🔗 https://github.com/bradautomates/claude-video 📝 Give Claude the ability to watch any video. /watch downloads, extracts frames, transcribes, hands it all to Claude. ────────────────────────────── Claude Video is a skill that lets you paste a video URL or local path and ask a question, allowing Claude to watch the video and provide an answer. Key features include: - Zero config to start - Automatic installation of yt-dlp and ffmpeg on first run - Caption support for most public videos - Whisper API key only required when a video has no captions - Ability to analyze someone else's content, diagnose a bug from a video, summarize a video, cut the hype out of an update video, and turn a playlist into notes Usage involves pasting a URL or local path and asking a question. Claude fetches captions, downloads the video, extracts frames, pulls a timestamped transcript, and reads every frame as an image to provide an answer. Technical highlights include: - yt-dlp for video downloads - ffmpeg for frame extraction - Whisper API for transcript extraction when captions are not available - Frame deduplication to reduce token cost This skill is useful for anyone looking to analyze video content, including marketers, developers, and researchers. With Claude Video, you can see what's in a video without having to watch it yourself - giving you the power to watch without watching! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🎯 jenkinsci/jenkins landed on trending. Worth a proper look. 🔗 https://github.com/jenkinsci/jenkins 📝 Jenkins automation server ────────────────────────────── Jenkins is the leading open-source automation server, built with Java, and provides over 2,000 plugins to support automating virtually anything. Its purpose is to automate development workflows, allowing humans to focus on tasks that matter most. Key features include building projects, running tests, static code analysis, and deployment. To get started, you can download official distributions as WAR files, Docker images, native packages, and installers for various platforms. Jenkins offers two release lines: Weekly and Long-Term Support (LTS). Technical highlights include a large community of contributors and a wide range of plugins. The target audience is developers and companies looking to automate their software delivery pipelines. To start contributing, read the CONTRIBUTING.md guide, check the good first issues, and join the Gitter chat for questions and help. In short: Jenkins helps you automate repetitive tasks, saving time and optimizing your development process - automate your workflow with Jenkins and focus on what matters most! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🌟 alibaba/open-code-review caught my eye on GitHub Trending today. 🔗 https://github.com/alibaba/open-code-review 📝 Open-source & free — Battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in fine-tuned ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible. ────────────────────────────── Open Code Review is an AI-powered code review CLI tool that helps developers identify code defects. It reads Git diffs, sends changed files to a configurable LLM, and generates structured review comments. Key features include precise file selection, smart file bundling, and fine-grained rule matching. To get started, simply configure a model endpoint and install the CLI using npm install -g @alibaba-group/open-code-review. The tool supports various platforms, including Windows, macOS, and Linux, and can be integrated with agents like Claude Code, Codex, and Cursor. From a technical standpoint, Open Code Review achieves higher precision and F1 scores than general-purpose agents while consuming fewer tokens. It also supports CI/CD integration and provides a session viewer to browse and replay review sessions. The tool is designed for developers and teams who want to improve their code review process. It's easy to use and provides a quick start guide to get you up and running quickly. In short, Open Code Review is a powerful tool that helps you write better code - and that's a pretty big deal! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe