📌 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 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:
- 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.

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🧠 Channel: https://t.me/GithubRe

🚀 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 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 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

💡 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 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

🎯 x1xhlol/system-prompts-and-models-of-ai-tools landed on trending. Worth a proper look.

🔗 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 is a collection of AI system prompts and models, aiming to help developers and startups secure their AI systems. The repository's key features include a wide range of AI prompts and models, as well as resources for securing AI systems. To get started, users can explore the repository, open an issue for feedback, or connect with the creator on X or Discord. The project is open to sponsors and appreciates support through cryptocurrency donations or patronage. With a focus on security and community engagement, this repository is a valuable resource for AI developers. Drop a star if you find this useful - securing your AI system is just a commit away.

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🧠 Channel: https://t.me/GithubRe

🎯 refactoringhq/tolaria landed on trending. Worth a proper look.

🔗 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. It's designed for use cases like operating second brains, organizing company docs, and storing AI memory and procedures. The app is files-first, git-first, and offline-first, ensuring your data belongs to you, not the app.

Key features include a keyboard-first design, types as lenses for navigation, and support for AI agents. Tolaria is open source and standards-based, using markdown files with YAML frontmatter.

To get started, you can install Tolaria via Homebrew or download the latest release. The app includes a getting started vault to guide you through its features.

Technically, Tolaria is built with Tauri, React, and TypeScript. You can run or contribute to the app locally by following the GETTING-STARTED.md guide.

Tolaria is for power-users who want to manage their knowledge bases efficiently. Its focus on user freedom and flexibility makes it an attractive choice for those who value control over their data.

One-liner takeaway: Tolaria puts you in control of your knowledge base, with a flexible and open approach to managing your markdown files and AI workflows.

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🧠 Channel: https://t.me/GithubRe

🔍 Deep-diving into obra/superpowers — fresh off the trending list.

🔗 https://github.com/obra/superpowers
📝 An agentic skills framework & software development methodology that works.
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Superpowers is a software development methodology that empowers coding agents with composable skills and instructions. Its purpose is to help agents develop software more efficiently and effectively. Key features include a Socratic design refinement process, test-driven development, and systematic debugging.

To use Superpowers, simply install it via the plugin marketplace for your chosen coding agent, such as Claude Code or Codex CLI.

/plugin install superpowers@claude-plugins-official

From a technical standpoint, Superpowers employs a skills library with features like testing, debugging, and collaboration tools. The target audience includes developers and organizations looking to streamline their software development process.

In a nutshell, Superpowers revolutionizes coding by putting process over guessing, simplicity over complexity, and verification over claims - giving you a superpowered coding experience.

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🧠 Channel: https://t.me/GithubRe

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

🔗 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 and backends. It's designed with ease of use, speed, verifiability, security, and efficiency in mind.

You can use restic init to create a repository, restic backup to add data, and restic restore or restic mount to recover files.

It supports various backends, including local directories, SFTP servers, and cloud storage services like Amazon S3, Google Cloud Storage, and Microsoft Azure Blob Storage.

The program is ideal for individuals and organizations looking for a reliable and user-friendly backup solution.

With restic, you can ensure your data is safe and easily recoverable - backup like a pro, restore with ease!

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🧠 Channel: https://t.me/GithubRe

⚡ msitarzewski/agency-agents is making waves. Here's the full picture.

🔗 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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Introducing The Agency: a comprehensive collection of specialized AI agents designed to transform your workflow. Each agent boasts a unique personality, domain expertise, and deliverable-focused approach, making them ideal for various tasks and industries.

With over 16 divisions and 40+ agents, you can assemble your dream team, from frontend developers and backend architects to UI designers and paid media specialists.

To get started, you can use the agents with Claude Code or as a reference for your projects. The repository also provides integration scripts for various tools, such as GitHub Copilot, Antigravity, and OpenCode.

The Agency is perfect for anyone looking to streamline their workflow, enhance productivity, and achieve measurable outcomes.

In a nutshell: The Agency is your ultimate AI-powered team, ready to help you build, create, and succeed!

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🧠 Channel: https://t.me/GithubRe

🎯 masterking32/MasterDnsVPN landed on trending. Worth a proper look.

🔗 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

🔥 chatwoot/chatwoot is trending — and it deserves your attention.

🔗 https://github.com/chatwoot/chatwoot
📝 Open-source live-chat, email support, omni-channel desk. An alternative to Intercom, Zendesk, Salesforce Service Cloud etc. 🔥💬
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Chatwoot is an open-source customer support platform that provides a modern, flexible, and scalable solution for businesses to deliver exceptional customer experiences. With omnichannel support, you can manage conversations across multiple channels, including live chat, email, social media, and more.

Chatwoot features include:

Captain, an AI agent that automates responses and reduces agent workload,
Help Center Portal for publishing help articles and FAQs,
Collaboration & Productivity tools like private notes, labels, and canned responses,
Customer Data & Segmentation features for contact management and targeted communication,
Integrations with Slack, Dialogflow, and Shopify, and
Reports & Insights for real-time monitoring and operational visibility.

You can deploy Chatwoot on Heroku or DigitalOcean with one-click deployment options. It's suitable for businesses of all sizes, from small startups to large enterprises.

Get started with Chatwoot today and discover a better way to support your customers - it's the perfect combination of power, flexibility, and scalability. Take your customer support to the next level with Chatwoot - your customers will thank you.

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🧠 Channel: https://t.me/GithubRe

💡 kenn-io/agentsview just hit the trending charts — here's why it matters.

🔗 https://github.com/kenn-io/agentsview
📝 Local-first session intelligence and analytics for coding agents, supporting Claude Code, Codex, and more than 20 other agents. Also: 100x faster replacement for ccusage!
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agentsview is a local, self-hosted platform that allows you to browse, search, and track costs across all your AI coding agents. With agentsview, you can view a dashboard of your token usage and costs, as well as analytics on your coding activities. The platform supports a wide range of agents, including Claude Code, Codex, and Copilot CLI.

To get started with agentsview, you can install it on your machine using a simple script, or download the desktop app from GitHub Releases. You can also run the platform using Docker.

Key features of agentsview include:

* Full-text search across all message content
* Token usage and cost dashboard with per-session and per-model cost breakdowns
* Analytics dashboard with activity heatmaps, tool usage, and velocity metrics
* Live updates via SSE as active sessions receive new messages
* Keyboard-first navigation and export options

Technical highlights of agentsview include its use of a local SQLite database to store session data, as well as support for Docker and other containerization platforms.

Audience for agentsview includes developers and users of AI coding agents who want to track their costs and activities in a simple and self-hosted way.

In summary, agentsview is a powerful tool for anyone looking to take control of their AI coding costs and activities - and with its ease of use and self-hosted nature, it's an ideal solution for developers and users alike: agentsview helps you track your AI coding costs, not the other way around.

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🧠 Channel: https://t.me/GithubRe