⚡ shiyu-coder/Kronos is making waves. Here's the full picture.

🔗 https://github.com/shiyu-coder/Kronos
📝 Kronos: A Foundation Model for the Language of Financial Markets
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Kronos is the first open-source foundation model for financial candlesticks, trained on data from over 45 global exchanges. It's a decoder-only model, pre-trained for the "language" of financial markets, handling high-noise characteristics of financial data with a novel two-stage framework. Kronos uses a specialized tokenizer to quantize continuous data into hierarchical discrete tokens, which are then used to train a large, autoregressive Transformer.

For usage, you can install the dependencies with pip install -r requirements.txt and load a pre-trained model and tokenizer from the Hugging Face Hub. The model can be used for forecasting with the KronosPredictor class, which handles data preprocessing, normalization, prediction, and inverse normalization.

Some technical highlights of Kronos include its novel two-stage framework, hierarchical discrete tokens, and autoregressive Transformer. Kronos is designed for financial data analysis and can be fine-tuned on your own data.

The intended audience for Kronos includes quantitative analysts, data scientists, and financial researchers who want to analyze and forecast financial data.

In summary: Kronos is a powerful tool for financial data analysis, and with its open-source availability, it's a game-changer for anyone looking to forecast market trends - forecast your way to financial insight with Kronos!

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🧠 Channel: https://t.iss.one/GithubRe

🎯 Automattic/harper landed on trending. Worth a proper look.

🔗 https://github.com/Automattic/harper
📝 Offline, privacy-first grammar checker. Fast, open-source, Rust-powered
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Introducing Harper, an English grammar checker designed to be private, fast, and accurate.
Created to address the shortcomings of existing tools, Harper is completely private, taking milliseconds to lint a document and using less than 1/50th of LanguageTool's memory footprint.
You can use Harper via WebAssembly and it supports various editors, including Visual Studio Code, Neovim, and Emacs.
The project is extensible to support other languages and welcomes contributions.
With its harper-ls and harper.js integrations, Harper is a great tool for anyone looking for a reliable grammar checker.
Join the community and contribute to make Harper even better - Harper: grammar checking, just right.

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🧠 Channel: https://t.iss.one/GithubRe

🎯 likec4/likec4 landed on trending. Worth a proper look.

🔗 https://github.com/likec4/likec4
📝 Visualize, collaborate, and evolve the software architecture with always actual and live diagrams from your code
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LikeC4 is a modeling language for describing software architecture, along with tools to generate diagrams from the model. It's inspired by C4 Model and Structurizr DSL, but offers flexibility to customize or define your own notation, element types, and nested levels.

Key features include:
- live diagrams generated from your code
- collaboration on software architecture
- extensive customization options

To get started, you can use the CLI by running npx likec4 start to preview your architecture model.

The project is perfectly tailored to your needs, with a range of resources available, including a tutorial, Discord community, and GitHub discussions.

From a technical standpoint, LikeC4 is a MIT-licensed open source project with a VSCode extension available. It's written in various programming languages, including:

JavaScript

The project is supported by the community, with options to contribute financially to help grow and improve it.

The target audience for LikeC4 includes software architects, developers, and teams looking to visualize, collaborate on, and evolve their software architecture.

LikeC4 is all about empowering you to create and communicate your software architecture with ease. So why not give it a try - your software architecture has never looked better!

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🧠 Channel: https://t.iss.one/GithubRe

⚡ citrolabs/ego-lite is making waves. Here's the full picture.

🔗 https://github.com/citrolabs/ego-lite
📝 The best browser for both you and your AI agents work in parallel.
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Introducing ego lite, a revolutionary browser designed for humans and AI agents to work together in parallel. This browser allows you to work on your tasks while your AI agents run multiple browser tasks in their own isolated Spaces, increasing efficiency and reducing collisions.

To get started with ego-lite, simply download the macOS app or add the ego-browser skill using npx. Then, run your first task by typing /ego-browser followed by your desired action.

Some of the key features of ego-lite include a dedicated Space for every agent, multitasking capabilities, and the strongest page Snapshot on the market. The browser also offers reusable skills, compressed semantic input, and controllable external agents.

Technical highlights of ego-lite include its code base, not CLI base, for faster runs with fewer tokens on complex tasks, and its ability to inherit Chrome's data. The browser is designed for daily use and is free, with a MIT License.

Audience for ego-lite includes anyone looking to streamline their workflow with AI agents, including developers, researchers, and businesses.

In summary, ego-lite is a game-changer for anyone looking to work efficiently with AI agents. With its unique features and technical capabilities, it's an essential tool for anyone looking to take their productivity to the next level: Work smarter, not harder, with ego lite.

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🧠 Channel: https://t.iss.one/GithubRe

📌 Spotted on GitHub Trending: yorukot/superfile — let's break it down.

🔗 https://github.com/yorukot/superfile
📝 Pretty fancy and modern terminal file manager
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Superfile is an open-source project that provides a powerful file management system. Its purpose is to make file operations more efficient and convenient. The key features of superfile include a user-friendly interface, support for various file systems, and customization options.

To use superfile, you can install it on your system using the provided installation scripts or packages. The project supports macOS, Linux, and Windows operating systems. Once installed, you can start superfile using the spf command.

From a technical standpoint, superfile is built using golang and provides a build.sh script for compiling the source code. The project also includes a range of plugins and themes that can be used to extend its functionality and customize its appearance.

Superfile is designed for developers and power users who need a flexible and customizable file management system. The project is community-driven and welcomes contributions from developers and users alike.

In summary, superfile is a powerful and customizable file management system that is perfect for developers and power users - give it a try and take your file operations to the next level!

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🧠 Channel: https://t.iss.one/GithubRe

🌟 ruvnet/RuView caught my eye on GitHub Trending today.

🔗 https://github.com/ruvnet/RuView
📝 π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video.
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RuView is a WiFi sensing platform that transforms radio signals into spatial intelligence, allowing you to detect people, track movement, and monitor rooms through walls, without cameras or wearables. Key features include presence and occupancy detection, vital sign measurement, activity recognition, environment mapping, and sleep quality monitoring. Usage is straightforward, with options for Docker, ESP32-S3 hardware, or a full system with Cognitum Seed. Technical highlights include edge intelligence, multi-frequency mesh scanning, and 3D point cloud fusion. This project is suitable for developers, researchers, and smart home enthusiasts. With RuView, you can turn ordinary WiFi into a contactless sensor, making it a game-changer for various applications. RuView is all about revolutionizing spatial intelligence with WiFi.

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🧠 Channel: https://t.iss.one/GithubRe

🔥 CoreBunch/Instatic is trending — and it deserves your attention.

🔗 https://github.com/CoreBunch/Instatic
📝 The open-source alternative to Webflow, Framer and WordPress. Agentic self-hosted visual CMS outputting clean static pages. Users, roles, plugins, content, database, it's all there.
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Instatic is a self-hosted CMS that combines a visual editor, content engine, and publisher in one Bun server. It generates clean, semantic HTML and compact CSS, with no framework runtime or builder attributes. Key features include a canvas editor, Core Framework design-token engine, visual components, templates, loops, forms, and an AI agent that edits pages. Deployment options include one-click deployment to Railway, Render, or Docker/VPS, with guides for VPS, Postgres, HTTPS, and backups. Instatic is suitable for developers, designers, and content creators who want a self-hosted CMS with a high degree of customizability and control. With Instatic, you can own your site and love building it.

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🧠 Channel: https://t.iss.one/GithubRe