📌 Spotted on GitHub Trending: koala73/worldmonitor — let's break it down.

🔗 https://github.com/koala73/worldmonitor
📝 Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface
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World Monitor is a real-time global intelligence dashboard that aggregates news, tracks geopolitics, and monitors infrastructure. It features 500+ curated news feeds, a dual map engine, and cross-stream correlation for signal convergence. The platform is built with Vanilla TypeScript, Vite, and Ollama for AI/ML capabilities.

Key features include a Country Instability Index (CII), finance radar, and local AI for offline use. The platform has 6 site variants and supports 25 languages. It's also available as a native desktop app for macOS, Windows, and Linux.

Developers can access the platform through a REST API, CLI, or SDKs for Python, Ruby, and Go. The project is licensed under AGPL-3.0-only and welcomes contributions.

Whether you're a researcher, developer, or simply curious, World Monitor is an invaluable resource for staying informed about global events. Get started today and discover a new way to monitor the world! Stay ahead of the curve with World Monitor — your one-stop shop for global intelligence.

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🧠 Channel: https://t.iss.one/GithubRe

🌟 shiyu-coder/Kronos caught my eye on GitHub Trending today.

🔗 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 specifically designed for the "language" of financial markets, trained on data from over 45 global exchanges. The model leverages a novel two-stage framework, using a specialized tokenizer to quantize continuous, multi-dimensional K-line data into hierarchical discrete tokens, and a large, autoregressive Transformer for pre-training. Kronos is designed to handle the unique, high-noise characteristics of financial data, making it a unified model for diverse quantitative tasks.

Key features of Kronos include:
- A family of pre-trained models with varying capacities to suit different computational and application needs
- A live demo for visualizing forecasting results
- A model zoo with readily accessible models from the Hugging Face Hub
- Finetuning scripts for adapting Kronos to your own datasets

To get started with Kronos, you can:
- Install the dependencies using pip install -r requirements.txt
- Load a pre-trained Kronos model and its corresponding tokenizer from the Hugging Face Hub
- Use the KronosPredictor class for straightforward forecasting

Kronos is suitable for quantitative analysts, data scientists, and researchers working with financial time series data. The model's ability to handle high-noise characteristics of financial data makes it a valuable tool for predicting market trends and making informed investment decisions.

Takeaway: Kronos is a powerful open-source foundation model that can revolutionize the way you analyze and predict financial markets, so start exploring its capabilities today!

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🧠 Channel: https://t.iss.one/GithubRe

⚡ ayghri/i-have-adhd is making waves. Here's the full picture.

🔗 https://github.com/ayghri/i-have-adhd
📝 A skill for your coding agent to stop it from burying the answer. ADHD-friendly output.
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The i-have-adhd GitHub repo is designed to make coding assistants more efficient and ADHD-friendly. Its purpose is to modify the output of coding assistants to be more concise and action-oriented.

To use it, you can install the ayghri/i-have-adhd plugin on your coding assistant, such as Claude Code or Codex, by running specific bash commands.

Here's an example for Claude Code:

claude plugin marketplace add ayghri/i-have-adhd
claude plugin install i-have-adhd@i-have-adhd

The key features of this repo include:

- Leading with the next action
- Numbering multi-step tasks
- Suppressing tangents
- Providing specific time estimates

The main audience for this repo is developers who want to optimize their coding workflow and make the most out of their coding assistants.

In a nutshell, i-have-adhd helps you get straight to the point and take action - no more wading through lengthy explanations!

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🧠 Channel: https://t.iss.one/GithubRe

⚡ Pumpkin-MC/Pumpkin is making waves. Here's the full picture.

🔗 https://github.com/Pumpkin-MC/Pumpkin
📝 Empowering everyone to host fast and efficient Minecraft servers.
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Pumpkin is an open-source Minecraft server built entirely in Rust, focusing on speed, efficiency, and customization. It aims to provide a fast and enjoyable experience while staying true to the core game mechanics.

The key features of Pumpkin include multi-threading for performance, compatibility with the latest Java and Bedrock Minecraft versions, security measures to prevent known exploits, and high customizability. It also has a strong foundation for plugin development.

To get started with Pumpkin, you can follow the Quick Start guide. The project is still under heavy development, but contributions are welcome.

For developers, Pumpkin uses Rust and has a variety of features such as chunk loading, entity spawning, and plugin support. The project is well-documented, with guides available at https://pumpkinmc.org/.

Pumpkin is for anyone looking for a customizable and efficient Minecraft server experience.

In short, Pumpkin is the future of Minecraft servers - fast, secure, and community-driven!

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🧠 Channel: https://t.iss.one/GithubRe

🚀 Meet citrolabs/ego-lite: a gem from today's GitHub trending list.

🔗 https://github.com/citrolabs/ego-lite
📝 The best browser for both you and your AI agents work in parallel.
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Introduction to ego-lite: ego-lite is a browser designed for parallel work between humans and AI agents. It allows agents to run multiple tasks in isolated Spaces, increasing productivity and reducing token usage.

Key Features:
- Dedicated Space for each agent, ensuring isolation and parallel work
- Agents can multitask in separate Spaces, increasing overall efficiency
- High-quality page snapshots for better AI understanding
- ego-browser skill enables any agent to drive the browser

Usage:
To get started, download the macOS app or add the ego-browser skill using npx. Then, use the /ego-browser command in your agent CLI to perform tasks.

Technical Highlights:
- Code base approach for faster task execution
- Compatibility with various agents, including Claude Code and Codex
- Local data storage for privacy

Audience:
ego-lite is designed for users who want to leverage AI agents for browser automation while maintaining a seamless personal browsing experience.

In a nutshell, ego-lite revolutionizes browser automation by enabling humans and AI agents to work together in harmony, making it an indispensable tool for anyone looking to boost productivity.

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🧠 Channel: https://t.iss.one/GithubRe

🔍 Deep-diving into chrislgarry/Apollo-11 — fresh off the trending list.

🔗 https://github.com/chrislgarry/Apollo-11
📝 Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.
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The Apollo-11 GitHub repository is a treasure trove of space exploration history, containing the original guidance computer source code for the Apollo 11 mission's Command and Lunar Modules. This code, written in the yaYUL assembler language, has been meticulously digitized from the original scans and is now available for exploration and contribution. The repository is a collaborative effort, welcoming pull requests to ensure the accuracy of the transcriptions. For those interested in compiling the code, the Virtual AGC project is a valuable resource. With its public domain copyright, this repository is a must-visit for space enthusiasts, historians, and developers alike. Takeaway: Explore the code that made history!

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🧠 Channel: https://t.iss.one/GithubRe