📌 Spotted on GitHub Trending: NVIDIA/SkillSpector — let's break it down.
🔗 https://github.com/NVIDIA/SkillSpector
📝 Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks.
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SkillSpector is an open-source security scanner for AI agent skills, detecting vulnerabilities, malicious patterns, and security risks before installation. It features multi-format input, scanning various sources like Git repositories, URLs, zip files, and more.
The scanner uses a two-stage analysis process, combining fast static analysis with optional LLM semantic evaluation. It provides live vulnerability lookups and supports multiple output formats, including terminal, JSON, Markdown, and SARIF reports. A risk scoring system assigns a 0-100 score with severity labels and clear recommendations.
Usage is straightforward, with installation options via pip or Docker. The
SkillSpector is ideal for developers, security researchers, and AI enthusiasts seeking to ensure the safety and security of their AI agent skills. With its robust features and easy usage, SkillSpector is a valuable tool for anyone working with AI agents.
Don't let malicious skills compromise your AI: scan them with SkillSpector first!
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🧠 Channel: https://t.me/GithubRe
🔗 https://github.com/NVIDIA/SkillSpector
📝 Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks.
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SkillSpector is an open-source security scanner for AI agent skills, detecting vulnerabilities, malicious patterns, and security risks before installation. It features multi-format input, scanning various sources like Git repositories, URLs, zip files, and more.
64 vulnerability patterns are identified across 16 categories, including prompt injection, data exfiltration, and privilege escalation. The scanner uses a two-stage analysis process, combining fast static analysis with optional LLM semantic evaluation. It provides live vulnerability lookups and supports multiple output formats, including terminal, JSON, Markdown, and SARIF reports. A risk scoring system assigns a 0-100 score with severity labels and clear recommendations.
Usage is straightforward, with installation options via pip or Docker. The
docker run command allows for easy scanning of local directories or files. LLM analysis can be configured with various providers, such as OpenAI or Anthropic, for enhanced semantic evaluation.SkillSpector is ideal for developers, security researchers, and AI enthusiasts seeking to ensure the safety and security of their AI agent skills. With its robust features and easy usage, SkillSpector is a valuable tool for anyone working with AI agents.
Don't let malicious skills compromise your AI: scan them with SkillSpector first!
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🧠 Channel: https://t.me/GithubRe
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Github Top Repositories
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📌 Spotted on GitHub Trending: meshery/meshery — let's break it down.
🔗 https://github.com/meshery/meshery
📝 Meshery, the cloud native manager
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Meshery is a self-service engineering platform that enables the design and management of Kubernetes-based infrastructure and applications. Its key features include infrastructure lifecycle management, visual and collaborative GitOps, and
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🧠 Channel: https://t.me/GithubRe
🔗 https://github.com/meshery/meshery
📝 Meshery, the cloud native manager
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Meshery is a self-service engineering platform that enables the design and management of Kubernetes-based infrastructure and applications. Its key features include infrastructure lifecycle management, visual and collaborative GitOps, and
support for 380+ cloud native infrastructure integrations. Meshery provides a single pane of glass to manage multiple Kubernetes clusters across different cloud providers, allowing for consistent configuration, operation, and observability. It also offers dry-run deployments to simulate changes without applying them to the cluster, and context-aware policies to enforce configuration best practices. Meshery's workspaces feature enables team collaboration and organization, while its environments feature simplifies connection and credential management. Overall, Meshery is a powerful tool for managing cloud native infrastructure and applications. Try Meshery today and simplify your cloud native management!──────────────────────────────
🧠 Channel: https://t.me/GithubRe
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Github Top Repositories
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⚡ cypress-io/cypress is making waves. Here's the full picture.
🔗 https://github.com/cypress-io/cypress
📝 Fast, easy and reliable testing for anything that runs in a browser.
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The Cypress framework is a game-changer for testing web applications. It's fast, easy, and reliable, allowing you to test anything that runs in a browser. With Cypress, you can write
To get started, simply install Cypress using
One of the key features of Cypress is its real-time reloads and automatic waiting, which makes testing a breeze. It also supports network traffic control, mocking, and stubs, giving you fine-grained control over your tests.
Cypress is perfect for developers, QA engineers, and test automation specialists who want to ensure their web applications are thoroughly tested. With its large community and extensive documentation, you'll never be short on resources.
From a technical standpoint, Cypress is built using
In short, Cypress is the ultimate testing framework for web applications - and with its ease of use and extensive features, it's a must-have tool for any developer or tester. Fast, easy, and reliable testing? Yes, please!
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🧠 Channel: https://t.me/GithubRe
🔗 https://github.com/cypress-io/cypress
📝 Fast, easy and reliable testing for anything that runs in a browser.
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The Cypress framework is a game-changer for testing web applications. It's fast, easy, and reliable, allowing you to test anything that runs in a browser. With Cypress, you can write
end-to-end tests, integration tests, and unit tests with ease.To get started, simply install Cypress using
npm install cypress --save-dev or yarn add cypress --dev. Then, you can begin writing tests using the cypress command.One of the key features of Cypress is its real-time reloads and automatic waiting, which makes testing a breeze. It also supports network traffic control, mocking, and stubs, giving you fine-grained control over your tests.
Cypress is perfect for developers, QA engineers, and test automation specialists who want to ensure their web applications are thoroughly tested. With its large community and extensive documentation, you'll never be short on resources.
From a technical standpoint, Cypress is built using
JavaScript and supports a wide range of browsers, including Chrome, Firefox, and Edge. It also integrates seamlessly with CI/CD pipelines like Jenkins and CircleCI.In short, Cypress is the ultimate testing framework for web applications - and with its ease of use and extensive features, it's a must-have tool for any developer or tester. Fast, easy, and reliable testing? Yes, please!
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🧠 Channel: https://t.me/GithubRe
Github Top Repositories
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🚀 Meet GorvGoyl/Clone-Wars: a gem from today's GitHub trending list.
🔗 https://github.com/GorvGoyl/Clone-Wars
📝 100+ open-source clones of popular sites like Airbnb, Amazon, Instagram, Netflix, Tiktok, Spotify, Whatsapp, Youtube etc. See source code, demo links, tech stack, github stars.
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The GorvGoyl/Clone-Wars GitHub repository is a treasure trove of open-source clones and alternatives of popular sites like Airbnb, Amazon, Instagram, and more. With over 100+ clones, this repository provides a great learning resource for developers, featuring source code, tutorials, demo links, and tech stacks. The repository is divided into two tables: Clones with Tutorials and Clones and Alternatives, each offering a unique set of projects to explore.
The Clones with Tutorials table offers full-stack clones with links to free tutorials, making it easy for developers to learn and build upon existing projects. Some notable clones include Airbnb, Instagram, and Netflix, built using various tech stacks such as
The Clones and Alternatives table features open-source alternatives to popular software, including 1Password and LastPass, with projects built using
This repository is perfect for developers looking to learn from existing projects, and for those who want to contribute to the open-source community. The maintainer is also looking for contributors to help keep the list up-to-date, making it a great opportunity for developers to get involved.
In short, the GorvGoyl/Clone-Wars repository is a goldmine for developers looking to learn, build, and contribute to open-source projects - so why not join the clone wars and start exploring today!
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🧠 Channel: https://t.me/GithubRe
🔗 https://github.com/GorvGoyl/Clone-Wars
📝 100+ open-source clones of popular sites like Airbnb, Amazon, Instagram, Netflix, Tiktok, Spotify, Whatsapp, Youtube etc. See source code, demo links, tech stack, github stars.
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The GorvGoyl/Clone-Wars GitHub repository is a treasure trove of open-source clones and alternatives of popular sites like Airbnb, Amazon, Instagram, and more. With over 100+ clones, this repository provides a great learning resource for developers, featuring source code, tutorials, demo links, and tech stacks. The repository is divided into two tables: Clones with Tutorials and Clones and Alternatives, each offering a unique set of projects to explore.
The Clones with Tutorials table offers full-stack clones with links to free tutorials, making it easy for developers to learn and build upon existing projects. Some notable clones include Airbnb, Instagram, and Netflix, built using various tech stacks such as
React, Next.js, and GraphQL.The Clones and Alternatives table features open-source alternatives to popular software, including 1Password and LastPass, with projects built using
C#, Xamarin, and Dart. This table also includes a variety of 2048 game clones, built using different tech stacks like React, Flutter, and Dart.This repository is perfect for developers looking to learn from existing projects, and for those who want to contribute to the open-source community. The maintainer is also looking for contributors to help keep the list up-to-date, making it a great opportunity for developers to get involved.
In short, the GorvGoyl/Clone-Wars repository is a goldmine for developers looking to learn, build, and contribute to open-source projects - so why not join the clone wars and start exploring today!
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🧠 Channel: https://t.me/GithubRe
🔥 Introduction-to-Autonomous-Robots/Introduction-to-Autonomous-Robots is trending — and it deserves your attention.
🔗 https://github.com/Introduction-to-Autonomous-Robots/Introduction-to-Autonomous-Robots
📝 Introduction to Autonomous Robots
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The Introduction-to-Autonomous-Robots GitHub repository is an open textbook that focuses on the computational principles of autonomous robots. The book is available for purchase on Amazon, and the source code is released under Creative Commons 4.0 for non-commercial use with proper attribution.
The key features of this repository include the ability to compile the book into a
This repository is ideal for students, teachers, and researchers in the field of autonomous robotics.
Get started with autonomous robots and take your skills to the next level - compile the book and dive into the world of robotics today!
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🧠 Channel: https://t.me/GithubRe
🔗 https://github.com/Introduction-to-Autonomous-Robots/Introduction-to-Autonomous-Robots
📝 Introduction to Autonomous Robots
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The Introduction-to-Autonomous-Robots GitHub repository is an open textbook that focuses on the computational principles of autonomous robots. The book is available for purchase on Amazon, and the source code is released under Creative Commons 4.0 for non-commercial use with proper attribution.
The key features of this repository include the ability to compile the book into a
PDF using Latex or Overleaf. To compile, you can use the following Latex commands:pdflatex -interaction=nonstopmode book.tex
bibtex book
pdflatex -interaction=nonstopmode book.tex
pdflatex -interaction=nonstopmode book.tex
This repository is ideal for students, teachers, and researchers in the field of autonomous robotics.
Get started with autonomous robots and take your skills to the next level - compile the book and dive into the world of robotics today!
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🧠 Channel: https://t.me/GithubRe
Github Top Repositories
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🎯 shiyu-coder/Kronos landed on trending. Worth a proper look.
🔗 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 financial markets, trained on data from over 45 global exchanges. It's a decoder-only model that leverages a novel two-stage framework to handle the unique characteristics of financial data. The model is pre-trained on hierarchical discrete tokens and can be fine-tuned for various quantitative tasks.
Key features include a specialized tokenizer for quantizing continuous K-line data, a large autoregressive Transformer for pre-training, and a family of pre-trained models with varying capacities. The model can be used for forecasting, and a live demo is available to visualize the forecasting results.
To get started, users can install the required dependencies, load a pre-trained model and tokenizer, and use the
The target audience for Kronos includes quantitative researchers, traders, and financial institutions looking to leverage the power of foundation models for financial market analysis and prediction. With its open-source nature and flexibility, Kronos has the potential to democratize access to advanced financial modeling techniques.
In short, Kronos is a game-changer for financial market analysis, and its power can be forecasted to revolutionize the way we approach quantitative finance.
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🧠 Channel: https://t.me/GithubRe
🔗 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 financial markets, trained on data from over 45 global exchanges. It's a decoder-only model that leverages a novel two-stage framework to handle the unique characteristics of financial data. The model is pre-trained on hierarchical discrete tokens and can be fine-tuned for various quantitative tasks.
Key features include a specialized tokenizer for quantizing continuous K-line data, a large autoregressive Transformer for pre-training, and a family of pre-trained models with varying capacities. The model can be used for forecasting, and a live demo is available to visualize the forecasting results.
To get started, users can install the required dependencies, load a pre-trained model and tokenizer, and use the
KronosPredictor class to make forecasts. The model supports both single-series and batch predictions, and example scripts are provided for fine-tuning and backtesting.The target audience for Kronos includes quantitative researchers, traders, and financial institutions looking to leverage the power of foundation models for financial market analysis and prediction. With its open-source nature and flexibility, Kronos has the potential to democratize access to advanced financial modeling techniques.
In short, Kronos is a game-changer for financial market analysis, and its power can be forecasted to revolutionize the way we approach quantitative finance.
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🧠 Channel: https://t.me/GithubRe
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🌟 music-assistant/server caught my eye on GitHub Trending today.
🔗 https://github.com/music-assistant/server
📝 Music Assistant is a free, opensource Media library manager that connects to your streaming services and a wide range of connected speakers. The server is the beating heart, the core of Music Assistant and must run on an always-on device like a Raspberry Pi, a NAS or an Intel NUC or alike.
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The Music Assistant Server is the core of a free, open-source media library manager that connects to your streaming services and a wide range of connected speakers. Its key features include managing your media library and integrating with Home Assistant for automation. To use it, you can run the server as a Home Assistant Add-on or a Docker container, following the installation instructions on the Music Assistant website. From a technical standpoint, the server is built with
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🧠 Channel: https://t.me/GithubRe
🔗 https://github.com/music-assistant/server
📝 Music Assistant is a free, opensource Media library manager that connects to your streaming services and a wide range of connected speakers. The server is the beating heart, the core of Music Assistant and must run on an always-on device like a Raspberry Pi, a NAS or an Intel NUC or alike.
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The Music Assistant Server is the core of a free, open-source media library manager that connects to your streaming services and a wide range of connected speakers. Its key features include managing your media library and integrating with Home Assistant for automation. To use it, you can run the server as a Home Assistant Add-on or a Docker container, following the installation instructions on the Music Assistant website. From a technical standpoint, the server is built with
python and relies on external dependencies like ffmpeg. This project is ideal for those interested in home automation and media management. The takeaway: Streamline your media experience with Music Assistant Server, the perfect harmony of automation and entertainment.──────────────────────────────
🧠 Channel: https://t.me/GithubRe
🎯 Free-TV/IPTV landed on trending. Worth a proper look.
🔗 https://github.com/Free-TV/IPTV
📝 M3U Playlist for free TV channels
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The Free-TV/IPTV repository on GitHub provides a curated M3U playlist for free TV channels from around the world. The playlist includes channels that are freely available over the air or on the internet, with a focus on quality over quantity. The channels are carefully selected to ensure they meet certain criteria, such as being in HD, having only one URL per channel, and being officially provided for free.
To use the playlist, simply point your IPTV player to the
The repository also includes a list of feed sources that are used to find up-to-date URLs for the channels, including YouTube and Dailymotion. The channels are organized into groups, and each group has its own .md file that lists the channels and their corresponding URLs.
The repository has a clear philosophy that guides the selection of channels, including a focus on mainstream channels, no adult or paid content, and only channels that are officially provided for free. The repository also has a set of guidelines for pull requests and issues, to ensure that the playlist is updated and maintained correctly.
Overall, the Free-TV/IPTV repository is a valuable resource for anyone looking for a curated list of free TV channels from around the world. With its focus on quality and its careful selection of channels, it provides a great way to access a wide range of free TV content.
Get ready to cut the cord and enjoy free TV with Free-TV/IPTV!
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🧠 Channel: https://t.me/GithubRe
🔗 https://github.com/Free-TV/IPTV
📝 M3U Playlist for free TV channels
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The Free-TV/IPTV repository on GitHub provides a curated M3U playlist for free TV channels from around the world. The playlist includes channels that are freely available over the air or on the internet, with a focus on quality over quantity. The channels are carefully selected to ensure they meet certain criteria, such as being in HD, having only one URL per channel, and being officially provided for free.
To use the playlist, simply point your IPTV player to the
https://raw.githubusercontent.com/Free-TV/IPTV/master/playlist.m3u8 URL. The playlist is generated using a Python script and is updated regularly to ensure that the channels are working properly.The repository also includes a list of feed sources that are used to find up-to-date URLs for the channels, including YouTube and Dailymotion. The channels are organized into groups, and each group has its own .md file that lists the channels and their corresponding URLs.
The repository has a clear philosophy that guides the selection of channels, including a focus on mainstream channels, no adult or paid content, and only channels that are officially provided for free. The repository also has a set of guidelines for pull requests and issues, to ensure that the playlist is updated and maintained correctly.
Overall, the Free-TV/IPTV repository is a valuable resource for anyone looking for a curated list of free TV channels from around the world. With its focus on quality and its careful selection of channels, it provides a great way to access a wide range of free TV content.
Get ready to cut the cord and enjoy free TV with Free-TV/IPTV!
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🧠 Channel: https://t.me/GithubRe