Github Top Repositories
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📌 Spotted on GitHub Trending: apple/container — let's break it down.
🔗 https://github.com/apple/container
📝 A tool for creating and running Linux containers using lightweight virtual machines on a Mac. It is written in Swift, and optimized for Apple silicon.
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Introducing the apple/container GitHub repo, a tool that lets you create and run Linux containers on your Mac as lightweight virtual machines. It's written in Swift and optimized for Apple silicon.
The tool consumes and produces
To get started, you'll need a Mac with Apple silicon and macOS 26 or later. You can download the latest signed installer package from the
Key features include:
* Creating and running Linux containers as lightweight virtual machines
* Consuming and producing
* Pushing images to standard container registries
The repo is under active development, with a
One-liner takeaway: With the apple/container repo, you can run Linux containers on your Mac with ease, unlocking a world of possibilities for developers and users alike.
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🧠 Channel: https://t.me/GithubRe
🔗 https://github.com/apple/container
📝 A tool for creating and running Linux containers using lightweight virtual machines on a Mac. It is written in Swift, and optimized for Apple silicon.
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Introducing the apple/container GitHub repo, a tool that lets you create and run Linux containers on your Mac as lightweight virtual machines. It's written in Swift and optimized for Apple silicon.
The tool consumes and produces
OCI-compatible container images, allowing you to pull and run images from standard container registries. You can also push images you build to those registries and run them in other OCI-compatible applications.To get started, you'll need a Mac with Apple silicon and macOS 26 or later. You can download the latest signed installer package from the
GitHub release page and follow the installation instructions.Key features include:
* Creating and running Linux containers as lightweight virtual machines
* Consuming and producing
OCI-compatible container images* Pushing images to standard container registries
The repo is under active development, with a
contributing guide available for those who want to get involved. One-liner takeaway: With the apple/container repo, you can run Linux containers on your Mac with ease, unlocking a world of possibilities for developers and users alike.
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🧠 Channel: https://t.me/GithubRe
Github Top Repositories
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💡 apple/container just hit the trending charts — here's why it matters.
🔗 https://github.com/apple/container
📝 A tool for creating and running Linux containers using lightweight virtual machines on a Mac. It is written in Swift, and optimized for Apple silicon.
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Introduction to apple/container: The apple/container tool allows you to create and run Linux containers as lightweight virtual machines on your Mac. It's written in
The tool supports OCI-compatible container images, enabling you to pull and run images from any standard container registry. Key features include low-level container, image, and process management using the
To get started, you'll need a Mac with Apple silicon and macOS 26. You can download the latest signed installer package from the
Technical highlights include the use of
The project is under active development, with contributions welcome and encouraged.
One-liner takeaway: Run Linux containers on your Mac with ease using the apple/container tool.
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🧠 Channel: https://t.me/GithubRe
🔗 https://github.com/apple/container
📝 A tool for creating and running Linux containers using lightweight virtual machines on a Mac. It is written in Swift, and optimized for Apple silicon.
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Introduction to apple/container: The apple/container tool allows you to create and run Linux containers as lightweight virtual machines on your Mac. It's written in
Swift and optimized for Apple silicon. The tool supports OCI-compatible container images, enabling you to pull and run images from any standard container registry. Key features include low-level container, image, and process management using the
Containerization Swift package.To get started, you'll need a Mac with Apple silicon and macOS 26. You can download the latest signed installer package from the
GitHub release page and follow the installation instructions. Technical highlights include the use of
Swift for development and the ability to push and pull images from container registries. The tool is ideal for developers and power users looking to leverage containerization on their Macs.The project is under active development, with contributions welcome and encouraged.
One-liner takeaway: Run Linux containers on your Mac with ease using the apple/container tool.
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🧠 Channel: https://t.me/GithubRe
🎯 addyosmani/agent-skills landed on trending. Worth a proper look.
🔗 https://github.com/addyosmani/agent-skills
📝 Production-grade engineering skills for AI coding agents.
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The addyosmani/agent-skills GitHub repository provides a set of production-grade engineering skills for AI coding agents. These skills encode workflows, quality gates, and best practices that senior engineers use when building software, ensuring that AI agents follow them consistently across every development phase.
The repository includes
To get started, users can install the skills using various methods, such as
The target audience for this repository includes software developers, engineers, and anyone interested in improving their coding skills and workflows. With addyosmani/agent-skills, developers can streamline their development process, ensure consistency, and produce high-quality code.
In short, addyosmani/agent-skills is a powerful tool for developers to improve their coding workflow - automate your coding workflow with agent skills and take your development to the next level.
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🧠 Channel: https://t.me/GithubRe
🔗 https://github.com/addyosmani/agent-skills
📝 Production-grade engineering skills for AI coding agents.
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The addyosmani/agent-skills GitHub repository provides a set of production-grade engineering skills for AI coding agents. These skills encode workflows, quality gates, and best practices that senior engineers use when building software, ensuring that AI agents follow them consistently across every development phase.
The repository includes
7 slash commands that map to the development lifecycle, allowing users to activate the right skills automatically. For example, /spec defines what to build, /plan plans how to build it, and /build builds incrementally. To get started, users can install the skills using various methods, such as
Claude Code, Cursor, or Antigravity CLI. The repository also includes a set of 24 skills that cover different aspects of software development, from defining and planning to building, verifying, and shipping.The target audience for this repository includes software developers, engineers, and anyone interested in improving their coding skills and workflows. With addyosmani/agent-skills, developers can streamline their development process, ensure consistency, and produce high-quality code.
In short, addyosmani/agent-skills is a powerful tool for developers to improve their coding workflow - automate your coding workflow with agent skills and take your development to the next level.
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🧠 Channel: https://t.me/GithubRe
Github Top Repositories
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📌 Spotted on GitHub Trending: maziyarpanahi/openmed — let's break it down.
🔗 https://github.com/maziyarpanahi/openmed
📝 open-source healthcare ai
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Introduction to OpenMed: OpenMed is a local-first healthcare AI that turns clinical text into structured insight with just one line of code. It features
Key Features:
- Entity extraction: Identify and extract medical entities such as diseases, medications, and anatomy.
- PII de-identification: Detect and de-identify protected health information (PHI) to ensure HIPAA compliance.
- Model variety: Choose from over 1,000 curated models for various medical specialties and languages.
- Cross-platform compatibility: Run OpenMed on CPU, CUDA, Apple Silicon (MLX), and natively in iOS/macOS apps via OpenMedKit.
Technical Highlights:
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-
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Audience:
- Developers: Easily integrate OpenMed into your healthcare applications.
- Researchers: Leverage OpenMed's vast model repository for medical research and analysis.
- Healthcare organizations: Ensure HIPAA compliance and protect patient data with OpenMed's local-first approach.
Takeaway: With OpenMed, you can unlock the power of local-first healthcare AI and
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🧠 Channel: https://t.me/GithubRe
🔗 https://github.com/maziyarpanahi/openmed
📝 open-source healthcare ai
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Introduction to OpenMed: OpenMed is a local-first healthcare AI that turns clinical text into structured insight with just one line of code. It features
1,000+ specialized medical models that run entirely on your own hardware, ensuring no cloud, no vendor lock-in, and no patient data leaving your network.Key Features:
- Entity extraction: Identify and extract medical entities such as diseases, medications, and anatomy.
- PII de-identification: Detect and de-identify protected health information (PHI) to ensure HIPAA compliance.
- Model variety: Choose from over 1,000 curated models for various medical specialties and languages.
- Cross-platform compatibility: Run OpenMed on CPU, CUDA, Apple Silicon (MLX), and natively in iOS/macOS apps via OpenMedKit.
Technical Highlights:
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Python API for easy integration and deployment.-
REST service for scalable and secure API calls.-
Batch processing for efficient processing of large datasets.-
Apple MLX acceleration for significant performance gains on Apple Silicon devices.Audience:
- Developers: Easily integrate OpenMed into your healthcare applications.
- Researchers: Leverage OpenMed's vast model repository for medical research and analysis.
- Healthcare organizations: Ensure HIPAA compliance and protect patient data with OpenMed's local-first approach.
Takeaway: With OpenMed, you can unlock the power of local-first healthcare AI and
transform clinical text into actionable insights without compromising patient data security.──────────────────────────────
🧠 Channel: https://t.me/GithubRe
Github Top Repositories
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🚀 Meet phuryn/pm-skills: a gem from today's GitHub trending list.
🔗 https://github.com/phuryn/pm-skills
📝 PM Skills Marketplace: 100+ agentic skills, commands, and plugins — from discovery to strategy, execution, launch, and growth.
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PM Skills Marketplace is an AI operating system designed to help product managers make better decisions. It offers 68 PM skills and 42 chained workflows across 9 plugins, covering everything from discovery to strategy, execution, launch, growth, and shipping AI-built code.
The marketplace is compatible with
To get started, simply install the marketplace using
Key features include skills that encode proven PM frameworks, commands that chain skills into end-to-end processes, and plugins that group related skills and commands into installable packages.
The marketplace is designed for product managers, entrepreneurs, and anyone looking to improve their product decision-making skills.
One-liner takeaway: PM Skills Marketplace helps you make better product decisions by providing a structured approach to product management, from discovery to shipping AI-built code.
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🧠 Channel: https://t.me/GithubRe
🔗 https://github.com/phuryn/pm-skills
📝 PM Skills Marketplace: 100+ agentic skills, commands, and plugins — from discovery to strategy, execution, launch, and growth.
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PM Skills Marketplace is an AI operating system designed to help product managers make better decisions. It offers 68 PM skills and 42 chained workflows across 9 plugins, covering everything from discovery to strategy, execution, launch, growth, and shipping AI-built code.
The marketplace is compatible with
Claude Code and Cowork, and its skills can also be used with other AI assistants like Gemini CLI, OpenCode, Cursor, and Kiro. To get started, simply install the marketplace using
claude plugin marketplace add phuryn/pm-skills or codex plugin marketplace add phuryn/pm-skills, then install individual plugins like pm-toolkit@pm-skills or pm-product-strategy@pm-skills. Key features include skills that encode proven PM frameworks, commands that chain skills into end-to-end processes, and plugins that group related skills and commands into installable packages.
The marketplace is designed for product managers, entrepreneurs, and anyone looking to improve their product decision-making skills.
One-liner takeaway: PM Skills Marketplace helps you make better product decisions by providing a structured approach to product management, from discovery to shipping AI-built code.
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🧠 Channel: https://t.me/GithubRe
🚀 Meet NVIDIA/SkillSpector: a gem from today's GitHub trending list.
🔗 https://github.com/NVIDIA/SkillSpector
📝 Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks.
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SkillSpector is a security scanner for AI agent skills, designed to detect vulnerabilities, malicious patterns, and security risks before installing agent skills. It offers multi-format input, allowing users to scan Git repos, URLs, zip files, directories, or single files. The scanner features
To use SkillSpector, users can follow the
SkillSpector also supports large language model (LLM) analysis for more comprehensive risk assessment. Users can configure an OpenAI-compatible LLM endpoint for semantic analysis, and the tool provides options for skipping LLM analysis for faster, static analysis only.
The target audience for SkillSpector includes developers and users of AI agent skills who want to ensure the security and safety of their skills before installing them. With its robust feature set and easy-to-use interface, SkillSpector is an essential tool for anyone looking to protect themselves from potential security risks associated with AI agent skills.
Don't install AI agent skills without scanning them first with SkillSpector.
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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 a security scanner for AI agent skills, designed to detect vulnerabilities, malicious patterns, and security risks before installing agent skills. It offers multi-format input, allowing users to scan Git repos, URLs, zip files, directories, or single files. The scanner features
64 vulnerability patterns across 16 categories, including prompt injection, data exfiltration, and privilege escalation. To use SkillSpector, users can follow the
quick start guide, which involves installing the tool using make install or make install-dev for development dependencies. The tool can be used to scan skills using the skillspector scan command, with options for different output formats, such as JSON, Markdown, and SARIF reports.SkillSpector also supports large language model (LLM) analysis for more comprehensive risk assessment. Users can configure an OpenAI-compatible LLM endpoint for semantic analysis, and the tool provides options for skipping LLM analysis for faster, static analysis only.
The target audience for SkillSpector includes developers and users of AI agent skills who want to ensure the security and safety of their skills before installing them. With its robust feature set and easy-to-use interface, SkillSpector is an essential tool for anyone looking to protect themselves from potential security risks associated with AI agent skills.
Don't install AI agent skills without scanning them first with SkillSpector.
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🧠 Channel: https://t.me/GithubRe
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Github Top Repositories
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💡 soxoj/maigret just hit the trending charts — here's why it matters.
🔗 https://github.com/soxoj/maigret
📝 🕵️♂️ Collect a dossier on a person by username from 3000+ sites
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Introducing Maigret, a powerful tool for gathering information on a person by username only. It checks for accounts on a massive number of sites and collects available data from web pages, all without requiring API keys. Maigret supports over 3,000 sites, including social media platforms, forums, and more.
To get started, simply install
Key features include:
- Support for 3,000+ sites, with the ability to filter by tags (site categories, countries)
- Embeddable in Python projects for custom integration
- Extraction of available information from profile pages and site APIs
- Recursive search using discovered usernames and other IDs
- Detection and partial bypassing of blocks, censorship, and CAPTCHA
Maigret is perfect for OSINT professionals, social media analysts, and anyone looking to gather information on a person or entity. With its robust features and ease of use, Maigret is an essential tool for anyone looking to uncover hidden information.
In short, Maigret is a game-changer for online investigations – try it out and uncover the power of username-based searching.
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🧠 Channel: https://t.me/GithubRe
🔗 https://github.com/soxoj/maigret
📝 🕵️♂️ Collect a dossier on a person by username from 3000+ sites
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Introducing Maigret, a powerful tool for gathering information on a person by username only. It checks for accounts on a massive number of sites and collects available data from web pages, all without requiring API keys. Maigret supports over 3,000 sites, including social media platforms, forums, and more.
To get started, simply install
maigret using pip install maigret and run maigret YOUR_USERNAME in your terminal. For a more detailed analysis, you can use the --ai flag, which utilizes an OpenAI-compatible API to generate a concise investigation summary.Key features include:
- Support for 3,000+ sites, with the ability to filter by tags (site categories, countries)
- Embeddable in Python projects for custom integration
- Extraction of available information from profile pages and site APIs
- Recursive search using discovered usernames and other IDs
- Detection and partial bypassing of blocks, censorship, and CAPTCHA
Maigret is perfect for OSINT professionals, social media analysts, and anyone looking to gather information on a person or entity. With its robust features and ease of use, Maigret is an essential tool for anyone looking to uncover hidden information.
In short, Maigret is a game-changer for online investigations – try it out and uncover the power of username-based searching.
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🧠 Channel: https://t.me/GithubRe
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