🔥 Unclecheng-li/VulnClaw is trending — and it deserves your attention.

🔗 https://github.com/Unclecheng-li/VulnClaw
📝 基于 AI Agent + MCP 工具链 + 渗透 Skill 编排， 配合大语言模型， 自然语言输入 → 自动完成「信息收集 → 漏洞发现 → 漏洞利用 → 报告生成」全流程。
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VulnClaw is an AI-driven penetration testing CLI tool that uses natural language to describe penetration intentions and automatically identifies phases and tools. It features a target-driven solver that uses a blackboard graph state space search and evidence-level anti-illusion gate to ensure realistic conclusions.

Key features include low-coupling plugin runtime, 21 penetration skills, 13 LLM providers, and structured reasoning and adaptive reflection. The tool is suitable for authorized penetration testing, CTF competitions, security teaching, and red team drills.

To get started, you can install VulnClaw using pip install vulnclaw or clone the repository and install from source. The tool provides a CLI and a Web UI mode for easy usage.

Here's a quick start example:
```python
# Install using pip
pip install vulnclaw

# Clone the repository and install from source
git clone https://github.com/Unclecheng-li/VulnClaw.git
cd VulnClaw
pip install -e .
```
With VulnClaw, you can perform penetration testing with ease and efficiency. It's an ideal tool for security professionals and enthusiasts alike.

The takeaway: VulnClaw is revolutionizing the way we perform penetration testing, making it faster, more efficient, and more accurate.

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🧠 Channel: https://xn--r1a.website/GithubRe

⚡ HKUDS/Vibe-Trading is making waves. Here's the full picture.

🔗 https://github.com/HKUDS/Vibe-Trading
📝 "Vibe-Trading: Your Personal Trading Agent"
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Vibe-Trading is a comprehensive trading platform that empowers users with a personal trading agent. It offers comprehensive trading capabilities with just one command. The platform is built using Python 3.11+, FastAPI for the backend, and React 19 for the frontend.

Key features include a Shadow Account for simulating trades, live advisory safety with opt-in pre-trade reviews, and trading connectors for various brokers. The platform also provides research tools for backtesting and analyzing trading strategies.

To get started, users can install the platform using pip install vibe-trading-ai and then follow the docs for setup and usage. The platform has a Discord community for support and discussion.

The Vibe-Trading platform is designed for developers and traders who want to automate their trading strategies and analyze market data. With its robust features and user-friendly interface, it's an ideal solution for anyone looking to take their trading to the next level.

Overall, Vibe-Trading is a powerful platform that offers a wide range of features and tools for traders and developers. Its ease of use and customizability make it an ideal choice for anyone looking to automate their trading strategies.

Takeaway: With Vibe-Trading, you can automate your trading and level up your investment game.

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🧠 Channel: https://xn--r1a.website/GithubRe

🔥 refactoringhq/tolaria is trending — and it deserves your attention.

🔗 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 use cases like operating second brains, organizing company docs, and storing AI memory and procedures.

Key features include a files-first approach, where notes are plain markdown files, and a git-first approach, where every vault is a git repository. This ensures data portability and version history.

The app is offline-first, with no accounts or subscriptions required, and is open source. It's built with Tauri, React, and TypeScript, and has a keyboard-first design for power users.

To get started, you can install Tolaria via Homebrew on macOS or download the latest release for your platform. The app also has a getting started vault that provides a walkthrough of its features.

Technical highlights include a standards-based approach, with notes in markdown format and YAML frontmatter, and support for AI agents like Claude Code and Codex CLI.

Tolaria is suitable for anyone looking for a flexible and customizable knowledge management tool, from personal users to companies.

One-liner takeaway: Tolaria is the ultimate markdown knowledge base manager that puts you in control of your data.

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🧠 Channel: https://xn--r1a.website/GithubRe

📌 Spotted on GitHub Trending: veracrypt/VeraCrypt — let's break it down.

🔗 https://github.com/veracrypt/VeraCrypt
📝 Disk encryption with strong security based on TrueCrypt
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VeraCrypt is a free, open-source disk encryption software based on TrueCrypt 7.1a with additional security enhancements and modifications. It allows users to create encrypted containers to protect their data.

The software supports various operating systems, including Windows, Linux, Mac OS X, FreeBSD, and OpenBSD. For Windows, a detailed guide is provided in the documentation for building VeraCrypt. The 64-bit editions of Windows Vista and later require a digital signature for the VeraCrypt driver to run.

On Linux and Mac OS X, the build process requires various dependencies, including GNU Make, GNU C++ Compiler, and wxWidgets. The VeraCrypt source code contains pre-built EFI binaries, and its EFI Boot Loader is licensed under LGPL.

VeraCrypt is ideal for individuals and organizations looking for a reliable and secure way to protect their sensitive data. With its cross-platform compatibility and robust features, VeraCrypt is an excellent choice for anyone concerned about data security.

To get started with VeraCrypt, users can follow the provided build guides and instructions for their respective operating systems. The software is well-suited for users who value their privacy and want to ensure that their data remains secure.
Take control of your data security with VeraCrypt - the ultimate disk encryption solution!

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🧠 Channel: https://xn--r1a.website/GithubRe

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🌟 usestrix/strix caught my eye on GitHub Trending today.

🔗 https://github.com/usestrix/strix
📝 Open-source AI penetration testing tool to find and fix your app’s vulnerabilities.
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Introducing Strix, the open-source AI pentesting tool that acts like a real hacker to find and fix your app's vulnerabilities. With autonomous AI agents, Strix offers a full pentesting toolkit, multi-agent orchestration, and real exploit validation out of the box.

Key features include:
- Full pentesting toolkit for reconnaissance, exploitation, and validation
- Multi-agent orchestration for collaborative and scalable testing
- Real exploit validation with working proof-of-concepts, not false positives
- Developer-first CLI for actionable findings and remediation guidance
- Auto-fix & reporting for generating patches and compliance-ready pentest reports

To get started, simply run:

curl -sSL https://strix.ai/install | bash

Then, configure your AI provider and run your first security assessment with:

strix --target ./app-directory

Strix is perfect for application security testing, rapid penetration testing, bug bounty automation, and CI/CD integration. With its comprehensive vulnerability scanner and graph of agents, Strix identifies and validates a wide range of security vulnerabilities.

Join the Strix community for support, updates, and to contribute to the project.
Remember: use Strix ethically and legally, and only test apps you own or have permission to test.
Takeaway: With Strix, you can automate security testing and find vulnerabilities before they find you.

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🧠 Channel: https://xn--r1a.website/GithubRe

💡 msitarzewski/agency-agents just hit the trending charts — here's why it matters.

🔗 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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The Agency: AI Specialists is a collection of meticulously crafted AI agent personalities, each with unique expertise, voice, and approach. The agents are specialized, personality-driven, deliverable-focused, and production-ready.

You can use them via the Agency Agents native app for macOS, Linux, and Windows, which browses the roster and installs agents into various tools like Claude Code, Cursor, and Codex with a click. Alternatively, you can install agents using scripts or copy and adapt them manually.

The Engineering Division includes agents like Frontend Developer, Backend Architect, and AI Engineer, while the Design Division features agents like UI Designer and UX Researcher.

Key features include easy installation, a wide range of specialized agents, and a native app for seamless integration.

The target audience includes developers, designers, and teams seeking to augment their workflow with AI-powered specialists.

Here's a bash example to get you started:

brew install --cask msitarzewski/agency-agents/agency-agents

The takeaway: Transform your workflow with The Agency's AI specialists - your dream team, always available, never sleeping.

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🧠 Channel: https://xn--r1a.website/GithubRe

💡 altic-dev/FluidVoice just hit the trending charts — here's why it matters.

🔗 https://github.com/altic-dev/FluidVoice
📝 FluidVoice - Fastest macOS Offline Dictation app - Voice to Text fully Local. One ⭐ takes us a long way :))
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FluidVoice is an open-source voice-to-text dictation app for macOS that utilizes on-device AI enhancement for smart formatting, context-aware capitalization, and post-processing. It features multiple speech models, including Nemotron Speech 3.5, Parakeet Flash, and Whisper, allowing users to choose the model that best fits their language and latency needs.

To get started, simply brew install --cask fluidvoice and follow the onboarding process to set up your preferred voice model and optional Fluid Intelligence for local AI enhancement. The app is designed with local-first principles, ensuring your voice and text data never leave your machine unless you opt-in to a cloud AI provider.

Key features include command mode for controlling your Mac by voice, write mode for dictating text directly into any app, and a live preview overlay with notch support. The app also offers adaptive theming, global hotkey support, and per-app configuration for customized dictation experiences.

FluidVoice is perfect for individuals seeking a fast, private, and customizable dictation solution. With its open-source nature and active community, the app is continually evolving to meet the needs of its users.

In short, FluidVoice is the ultimate voice-to-text dictation app for macOS - dictate with ease, and never look back.

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🧠 Channel: https://xn--r1a.website/GithubRe