Github Top Repositories
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🎯 maziyarpanahi/openmed landed on trending. Worth a proper look.
🔗 https://github.com/maziyarpanahi/openmed
📝 open-source healthcare ai
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Unlock the power of local-first healthcare AI with OpenMed, a revolutionary platform that turns clinical text into structured insight with just one line of code. No cloud, no vendor lock-in, and no patient data leaving your network. OpenMed boasts 1,000+ specialized medical models, supports 12 languages, and features 247 PII checkpoints for robust de-identification.
Technical highlights include a
Audience: OpenMed is designed for healthcare professionals, researchers, and developers seeking a secure, scalable, and customizable solution for clinical text analysis.
Takeaway: With OpenMed, you can keep patient data safe and secure while still leveraging the power of AI to improve healthcare outcomes — the future of healthcare AI is local, and it's here.
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🧠 Channel: https://t.me/GithubRe
🔗 https://github.com/maziyarpanahi/openmed
📝 open-source healthcare ai
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Unlock the power of local-first healthcare AI with OpenMed, a revolutionary platform that turns clinical text into structured insight with just one line of code. No cloud, no vendor lock-in, and no patient data leaving your network. OpenMed boasts 1,000+ specialized medical models, supports 12 languages, and features 247 PII checkpoints for robust de-identification.
Technical highlights include a
Python API for easy integration, Apple MLX acceleration for improved performance, and a Swift framework for native iOS and macOS apps. Usage is straightforward, with a simple analyze_text() function for entity extraction and PII de-identification.Audience: OpenMed is designed for healthcare professionals, researchers, and developers seeking a secure, scalable, and customizable solution for clinical text analysis.
Takeaway: With OpenMed, you can keep patient data safe and secure while still leveraging the power of AI to improve healthcare outcomes — the future of healthcare AI is local, and it's here.
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🧠 Channel: https://t.me/GithubRe
Github Top Repositories
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🌟 phuryn/pm-skills caught my eye on GitHub Trending today.
🔗 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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The phuryn/pm-skills GitHub repository is a game-changer for product managers, offering a comprehensive AI-powered toolkit to streamline their workflow. With 68 PM skills and 42 chained workflows across 9 plugins, this marketplace provides a structured approach to product decision-making, from discovery to strategy, execution, launch, growth, and shipping AI-built code.
To get started, simply use
The technical highlights include a modular architecture, with each plugin covering a specific PM domain, and skills that can be invoked using
Whether you're a seasoned product manager or just starting out, this toolkit is an invaluable resource. So why settle for generic AI output when you can have structure and rigor in your product decisions? Take your product management skills to the next level with phuryn/pm-skills - your one-stop-shop for better product decisions.
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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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The phuryn/pm-skills GitHub repository is a game-changer for product managers, offering a comprehensive AI-powered toolkit to streamline their workflow. With 68 PM skills and 42 chained workflows across 9 plugins, this marketplace provides a structured approach to product decision-making, from discovery to strategy, execution, launch, growth, and shipping AI-built code.
To get started, simply use
/discover for new ideas, /strategy for strategic clarity, or /write-prd for writing a PRD. The skills are designed to be compatible with various AI assistants, including Claude Code and Cowork, and can be installed via the CLI or by copying skill folders to the respective directories.The technical highlights include a modular architecture, with each plugin covering a specific PM domain, and skills that can be invoked using
/plugin-name:skill-name or /skill-name. The repository also includes a range of examples and commands to help users get started.Whether you're a seasoned product manager or just starting out, this toolkit is an invaluable resource. So why settle for generic AI output when you can have structure and rigor in your product decisions? Take your product management skills to the next level with phuryn/pm-skills - your one-stop-shop for better product decisions.
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🧠 Channel: https://t.me/GithubRe
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🔍 Deep-diving into NVIDIA/SkillSpector — fresh off the 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 designed to detect vulnerabilities and malicious patterns in AI agent skills before they're installed. With multi-format input capabilities, it can scan various sources such as Git repositories, URLs, zip files, and more. The tool features a
Key features include:
* Detection of
*
* Support for
*
To get started, simply clone the repository, create and activate a virtual environment, and install the required dependencies using
Main audience: Developers and users of AI agent skills, particularly those working with Claude Code, Codex CLI, Gemini CLI, and other AI-powered tools.
In short, SkillSpector is a powerful tool that helps you stay one step ahead of potential security threats in your AI agent skills - scan your skills, secure your AI.
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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 designed to detect vulnerabilities and malicious patterns in AI agent skills before they're installed. With multi-format input capabilities, it can scan various sources such as Git repositories, URLs, zip files, and more. The tool features a
two-stage analysis process, combining fast static analysis with optional LLM semantic evaluation for more accurate results.Key features include:
* Detection of
64 vulnerability patterns across 16 categories, including prompt injection, data exfiltration, and privilege escalation*
Live vulnerability lookups using SC4 queries to OSV.dev for real-time CVE data* Support for
multiple output formats, including terminal, JSON, Markdown, and SARIF reports*
Risk scoring with a 0-100 score and severity labels for clear recommendationsTo get started, simply clone the repository, create and activate a virtual environment, and install the required dependencies using
make install or make install-dev. Then, use the skillspector scan command to scan your AI agent skills and identify potential security risks.Main audience: Developers and users of AI agent skills, particularly those working with Claude Code, Codex CLI, Gemini CLI, and other AI-powered tools.
In short, SkillSpector is a powerful tool that helps you stay one step ahead of potential security threats in your AI agent skills - scan your skills, secure your AI.
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🧠 Channel: https://t.me/GithubRe
Github Top Repositories
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🔥 soxoj/maigret is trending — and it deserves your attention.
🔗 https://github.com/soxoj/maigret
📝 🕵️♂️ Collect a dossier on a person by username from 3000+ sites
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Maigret is a powerful tool that collects information on a person by username only, checking for accounts on over 3,000 sites. It gathers available information from web pages, extracts IDs, and performs recursive searches. No API keys are required.
Key features include support for 3,000+ sites, embeddable in Python projects, and extraction of information from profile pages and site APIs. It also performs recursive search using discovered usernames and other IDs, filters by tags, detects and bypasses blocks, and works with Tor and I2P websites.
Usage is simple: install with
The target audience includes professional OSINT and social-media analysis tools builders, as well as individuals looking to gather information on a person by username.
Technical highlights include an auto-updated site database, support for Tor and I2P websites, and the ability to check domains.
In short, Maigret is a fast and powerful tool for gathering information on a person by username only, making it a great choice for anyone looking to get started with OSINT. Get started with Maigret and uncover the power of open-source intelligence - your next investigation is just a username away.
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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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Maigret is a powerful tool that collects information on a person by username only, checking for accounts on over 3,000 sites. It gathers available information from web pages, extracts IDs, and performs recursive searches. No API keys are required.
Key features include support for 3,000+ sites, embeddable in Python projects, and extraction of information from profile pages and site APIs. It also performs recursive search using discovered usernames and other IDs, filters by tags, detects and bypasses blocks, and works with Tor and I2P websites.
Usage is simple: install with
pip install maigret and run with maigret YOUR_USERNAME. It's also available as a web interface and can be embedded in Python projects as a library.The target audience includes professional OSINT and social-media analysis tools builders, as well as individuals looking to gather information on a person by username.
Technical highlights include an auto-updated site database, support for Tor and I2P websites, and the ability to check domains.
In short, Maigret is a fast and powerful tool for gathering information on a person by username only, making it a great choice for anyone looking to get started with OSINT. Get started with Maigret and uncover the power of open-source intelligence - your next investigation is just a username away.
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🧠 Channel: https://t.me/GithubRe
💡 x1xhlol/system-prompts-and-models-of-ai-tools just hit the trending charts — here's why it matters.
🔗 https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools
📝 FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit, Same.dev, Trae, Traycer AI, VSCode Agent, Warp.dev, Windsurf, Xcode, Z.ai Code, Dia & v0. (And other Open Sourced) System Prompts, Internal Tools & AI Models
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The system-prompts-and-models-of-ai-tools repository on GitHub is a valuable collection of AI system prompts and models, designed to support developers and startups in the AI space. The repository is maintained by x1xhlol and has gained significant attention from the community, with a growing number of stars and forks.
To get started with the repository, users can simply
Some of the key features of the repository include a wide range of AI system prompts and models, as well as a Discord community where users can connect with each other and get support. The repository also includes a security notice for AI startups, highlighting the importance of securing their data and systems.
From a technical perspective, the repository is well-organized and easy to navigate, with clear instructions and documentation. The code is written in a variety of programming languages, including
The repository is suitable for a wide range of users, including developers, startups, and researchers. Whether you're looking to build an AI-powered application or simply want to learn more about AI system prompts and models, this repository is a great resource to explore.
In summary, the system-prompts-and-models-of-ai-tools repository is a valuable resource for anyone interested in AI, and its contributors are dedicated to making it the most comprehensive collection of AI system prompts and models available - star it and take your AI projects to the next level!
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🧠 Channel: https://t.me/GithubRe
🔗 https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools
📝 FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit, Same.dev, Trae, Traycer AI, VSCode Agent, Warp.dev, Windsurf, Xcode, Z.ai Code, Dia & v0. (And other Open Sourced) System Prompts, Internal Tools & AI Models
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The system-prompts-and-models-of-ai-tools repository on GitHub is a valuable collection of AI system prompts and models, designed to support developers and startups in the AI space. The repository is maintained by x1xhlol and has gained significant attention from the community, with a growing number of stars and forks.
To get started with the repository, users can simply
clone the repository and explore the various prompts and models available. The repository also includes a README file with detailed instructions on how to use the repository and contribute to it.Some of the key features of the repository include a wide range of AI system prompts and models, as well as a Discord community where users can connect with each other and get support. The repository also includes a security notice for AI startups, highlighting the importance of securing their data and systems.
From a technical perspective, the repository is well-organized and easy to navigate, with clear instructions and documentation. The code is written in a variety of programming languages, including
Python and JavaScript.The repository is suitable for a wide range of users, including developers, startups, and researchers. Whether you're looking to build an AI-powered application or simply want to learn more about AI system prompts and models, this repository is a great resource to explore.
In summary, the system-prompts-and-models-of-ai-tools repository is a valuable resource for anyone interested in AI, and its contributors are dedicated to making it the most comprehensive collection of AI system prompts and models available - star it and take your AI projects to the next level!
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🧠 Channel: https://t.me/GithubRe
Github Top Repositories
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⚡ refactoringhq/tolaria is making waves. Here's the full picture.
🔗 https://github.com/refactoringhq/tolaria
📝 Desktop app to manage markdown knowledge bases
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Tolaria is a desktop app for managing markdown knowledge bases on macOS, Windows, and Linux. It's designed for operating second brains, organizing company documents, and storing AI assistant memories. The app is built around key principles: files-first, git-first, offline-first, and open source.
To get started, you can install Tolaria via Homebrew or download the latest release. The app offers a
The app's technical highlights include a
One-liner takeaway: Tolaria is a powerful, open-source desktop app that helps you manage your knowledge base with ease, flexibility, and total control over your data.
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🧠 Channel: https://t.me/GithubRe
🔗 https://github.com/refactoringhq/tolaria
📝 Desktop app to manage markdown knowledge bases
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Tolaria is a desktop app for managing markdown knowledge bases on macOS, Windows, and Linux. It's designed for operating second brains, organizing company documents, and storing AI assistant memories. The app is built around key principles: files-first, git-first, offline-first, and open source.
To get started, you can install Tolaria via Homebrew or download the latest release. The app offers a
getting started vault to guide you through its features. Tolaria is built with Tauri, React, and TypeScript, and its codebase is open for contributions.The app's technical highlights include a
keyboard-first design, support for AI agents, and a standards-based approach to notes and data. Tolaria is suitable for power users, developers, and individuals looking for a flexible and customizable knowledge management tool.One-liner takeaway: Tolaria is a powerful, open-source desktop app that helps you manage your knowledge base with ease, flexibility, and total control over your data.
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🧠 Channel: https://t.me/GithubRe
🔥 obra/superpowers is trending — and it deserves your attention.
🔗 https://github.com/obra/superpowers
📝 An agentic skills framework & software development methodology that works.
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Superpowers is a complete software development methodology for coding agents, built on top of a set of composable skills. It's designed to help your agent use its skills effectively, starting from the initial instructions and conversation to tease out a spec, breaking it down into chunks, and implementing a plan with true red/green TDD and simplicity in mind.
Key features include subagent-driven development, systematic debugging, and test-driven development.
The technical highlights of Superpowers include a skills library with testing, debugging, collaboration, and meta skills, all following a philosophy of simplicity, evidence, and systematic approaches.
Audience: Anyone working with coding agents can benefit from Superpowers. Whether you're a developer looking to streamline your workflow or an organization aiming to improve coding efficiency, Superpowers has the potential to revolutionize your coding experience.
In short, Superpowers is the ultimate companion for coding agents, empowering them to work smarter, not harder - give your coding agent superpowers and watch your productivity soar.
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🧠 Channel: https://t.me/GithubRe
🔗 https://github.com/obra/superpowers
📝 An agentic skills framework & software development methodology that works.
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Superpowers is a complete software development methodology for coding agents, built on top of a set of composable skills. It's designed to help your agent use its skills effectively, starting from the initial instructions and conversation to tease out a spec, breaking it down into chunks, and implementing a plan with true red/green TDD and simplicity in mind.
Key features include subagent-driven development, systematic debugging, and test-driven development.
Installation varies by harness, with options for Claude Code, Codex CLI, Codex App, Factory Droid, Gemini CLI, OpenCode, Cursor, and GitHub Copilot CLI. The technical highlights of Superpowers include a skills library with testing, debugging, collaboration, and meta skills, all following a philosophy of simplicity, evidence, and systematic approaches.
Audience: Anyone working with coding agents can benefit from Superpowers. Whether you're a developer looking to streamline your workflow or an organization aiming to improve coding efficiency, Superpowers has the potential to revolutionize your coding experience.
In short, Superpowers is the ultimate companion for coding agents, empowering them to work smarter, not harder - give your coding agent superpowers and watch your productivity soar.
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🧠 Channel: https://t.me/GithubRe
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⚡ restic/restic is making waves. Here's the full picture.
🔗 https://github.com/restic/restic
📝 Fast, secure, efficient backup program
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Restic is a fast, efficient, and secure backup program that supports multiple operating systems, including Linux, macOS, and Windows. It's designed with ease of use, speed, verifiability, security, and efficiency in mind, making it a reliable choice for backing up your data.
To get started, you can
From a technical standpoint, restic uses cryptography to ensure data confidentiality and integrity, and it's built to be efficient, with features like deduplication and incremental backups. The project is also committed to reproducible builds, ensuring that the released binaries can be reproduced from the source code.
Whether you're a developer or just looking for a reliable backup solution, restic is worth checking out. With its robust feature set and commitment to security and efficiency, it's a great choice for anyone looking to protect their data.
Takeaway: Restic is the backup solution you've been looking for - fast, secure, and easy to use.
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🧠 Channel: https://t.me/GithubRe
🔗 https://github.com/restic/restic
📝 Fast, secure, efficient backup program
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Restic is a fast, efficient, and secure backup program that supports multiple operating systems, including Linux, macOS, and Windows. It's designed with ease of use, speed, verifiability, security, and efficiency in mind, making it a reliable choice for backing up your data.
To get started, you can
init a repository, backup your files, and then restore or mount them as needed. Restic also supports various backends, including local directories, SFTP servers, and cloud storage services like Amazon S3, Google Cloud Storage, and Microsoft Azure Blob Storage.From a technical standpoint, restic uses cryptography to ensure data confidentiality and integrity, and it's built to be efficient, with features like deduplication and incremental backups. The project is also committed to reproducible builds, ensuring that the released binaries can be reproduced from the source code.
Whether you're a developer or just looking for a reliable backup solution, restic is worth checking out. With its robust feature set and commitment to security and efficiency, it's a great choice for anyone looking to protect their data.
Takeaway: Restic is the backup solution you've been looking for - fast, secure, and easy to use.
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🧠 Channel: https://t.me/GithubRe
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📌 Spotted on GitHub Trending: msitarzewski/agency-agents — let's break it down.
🔗 https://github.com/msitarzewski/agency-agents
📝 A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.
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Welcome to The Agency, your one-stop-shop for AI specialists. This repository offers a diverse range of specialized agents, each with its own unique personality, domain expertise, and deliverables. From
To get started, you can
The Agency Roster is divided into several divisions, including Engineering, Design, and Paid Media. Each division offers a range of agents with specialized skills, such as
Whether you're looking to
So why wait? Explore The Agency today and discover how these AI specialists can help you achieve your goals. Assemble your dream team and start building something amazing!
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🧠 Channel: https://t.me/GithubRe
🔗 https://github.com/msitarzewski/agency-agents
📝 A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.
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Welcome to The Agency, your one-stop-shop for AI specialists. This repository offers a diverse range of specialized agents, each with its own unique personality, domain expertise, and deliverables. From
frontend developers to UX researchers, and from PPC campaign strategists to brand guardians, you'll find the perfect agent to transform your workflow.To get started, you can
install all agents using the provided scripts or copy and adapt individual agents to suit your needs. The repository also supports integration with various tools like Claude Code, GitHub Copilot, and OpenCode.The Agency Roster is divided into several divisions, including Engineering, Design, and Paid Media. Each division offers a range of agents with specialized skills, such as
backend architects, UI designers, and PPC campaign strategists.Whether you're looking to
build a modern web app, create a brand identity, or optimize your ad spend, The Agency has got you covered. With its production-ready workflows and measurable outcomes, you can trust that your projects are in good hands.So why wait? Explore The Agency today and discover how these AI specialists can help you achieve your goals. Assemble your dream team and start building something amazing!
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🧠 Channel: https://t.me/GithubRe
💡 masterking32/MasterDnsVPN just hit the trending charts — here's why it matters.
🔗 https://github.com/masterking32/MasterDnsVPN
📝 Advanced DNS tunneling VPN for censorship bypass, optimized beyond DNSTT and SlipStream with low-overhead ARQ, resolver load balancing, high packet-loss stability and speed.
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README not available for this repository.
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🧠 Channel: https://t.me/GithubRe
🔗 https://github.com/masterking32/MasterDnsVPN
📝 Advanced DNS tunneling VPN for censorship bypass, optimized beyond DNSTT and SlipStream with low-overhead ARQ, resolver load balancing, high packet-loss stability and speed.
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README not available for this repository.
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🧠 Channel: https://t.me/GithubRe