Github Top Repositories

🔥 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。 ────────────────────────────── 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. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

⚡ browser-use/video-use is making waves. Here's the full picture. 🔗 https://github.com/browser-use/video-use 📝 Edit videos with coding agents ────────────────────────────── Introducing video-use, a revolutionary tool that allows you to edit videos using Claude Code. This 100% open source project enables you to drop raw footage into a folder, chat with Claude Code, and get a final edited video back. The key features of video-use include: - cutting out filler words and dead space between takes - auto color grading every segment - adding 30ms audio fades at every cut - burning subtitles in your style - generating animation overlays To use video-use, simply paste a setup prompt into Claude Code or any other agent with shell access, and follow the instructions to install the repo, wire up ffmpeg, and register the skill. Technical highlights include the use of two layers to give the LLM everything it needs to cut with word-boundary precision: an audio transcript and a visual composite. The pipeline involves transcribing, packing, reasoning, editing, rendering, and self-evaluation. Audience: this project is perfect for anyone looking to edit videos without the need for presets or menus, including content creators, videographers, and social media enthusiasts. One-liner takeaway: with video-use, you can revolutionize your video editing experience and produce high-quality videos with ease. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

💡 xbtlin/ai-berkshire just hit the trending charts — here's why it matters. 🔗 https://github.com/xbtlin/ai-berkshire 📝 AI 时代的伯克希尔：基于 Claude Code / Codex 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing research framework built for Claude Code / Codex. 4 masters' methodologies + multi-agent adversarial analysis. ────────────────────────────── A Comprehensive Investment Research Framework: AI Berkshire The ai-berkshire repository on GitHub presents a unique investment research framework that leverages AI to analyze companies and industries. This framework is designed to mimic the investment strategies of four renowned value investors: Warren Buffett, Charlie Munger, Zhang Yongping, and Li Lu. Key Features: * /investment-research: A comprehensive research framework that analyzes companies based on seven modules, including business quality, moat, financials, management, and more. * /investment-team: A team-based research approach that utilizes four AI agents to analyze a company in parallel, providing a more comprehensive and nuanced view. * /industry-research: A full-spectrum industry research framework that identifies investment opportunities across an entire industry. * /industry-funnel: A funnel-based approach to screen and select companies within a specific industry. Usage: The framework can be used by installing the required AI client and skills, and then invoking the specific skills using commands. For example:

npm install -g @anthropic-ai/claude-code
git clone https://github.com/xbtlin/ai-berkshire.git
cd ai-berkshire
./scripts/install-claude-commands.sh
/investment-research 腾讯
/earnings-review 腾讯 2025Q4
/industry-funnel AI算力

Technical Highlights: * The framework utilizes a combination of natural language processing (NLP) and machine learning algorithms to analyze companies and industries. * It incorporates a range of data sources, including financial statements, news articles, and industry reports. * The framework is designed to be highly customizable, allowing users to tailor their research approach to their specific needs and preferences. Audience: The AI Berkshire framework is suitable for a range of users, including: * Professional investors and analysts * Individual investors looking to conduct in-depth research * Researchers and academics interested in investment analysis and AI applications Punchy One-Liner Takeaway: The AI Berkshire framework offers a powerful and flexible tool for investment research, enabling users to leverage the collective wisdom of four renowned value investors and uncover hidden gems in the market. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🔍 Deep-diving into logto-io/logto — fresh off the trending list. 🔗 https://github.com/logto-io/logto 📝 🧑‍🚀 Authentication and authorization infrastructure for SaaS and AI apps, built on OIDC and OAuth 2.1 with multi-tenancy, SSO, and RBAC. ────────────────────────────── Logto is the modern, open-source auth infrastructure for SaaS and AI apps, making it easy to build secure, production-ready auth with multi-tenancy, enterprise SSO, and RBAC. It takes the pain out of OIDC and OAuth 2.1, offering pre-built sign-in flows, customizable UIs, and SDKs for 30+ frameworks. Key features include multi-tenancy, enterprise SSO, and RBAC, as well as full support for OIDC, OAuth 2.1, and SAML. To get started, you can pick from Logto Cloud, Launch Logto in GitPod, or local development using Docker Compose or Node.js.

curl -fsSL https://raw.githubusercontent.com/logto-io/logto/HEAD/docker-compose.yml | \
docker compose -p logto -f - up

Audience: Developers and teams scaling SaaS, AI, and agent-based platforms. With Logto, you get flexible integration, ready-to-use features, and a developer-first approach. One-liner takeaway: Logto simplifies auth infrastructure, making it easier to build secure, production-ready apps with a few lines of code! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🚀 Meet ripienaar/free-for-dev: a gem from today's GitHub trending list. 🔗 https://github.com/ripienaar/free-for-dev 📝 A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev ────────────────────────────── The free-for-dev GitHub repository is a curated list of software and services offering free tiers for developers. Its purpose is to help infrastructure developers, such as System Administrators and DevOps Practitioners, find useful services without having to search extensively. The repository includes a wide range of services, from Major Cloud Providers like Google Cloud, Amazon Web Services, Microsoft Azure, Oracle Cloud, and IBM Cloud, to Cloud management solutions, Analytics, APIs, CI and CD, and many more. To be included in the list, a service must offer a free tier, not just a free trial, with the free tier being available for at least a year if it is time-bucketed. The list is opinionated and focused on services that are useful for infrastructure developers. The repository is the result of contributions from over 1600 people and is open to Pull Requests to add or remove services. Overall, free-for-dev is a valuable resource for developers looking to take advantage of free services to build, deploy, and manage their applications. With free-for-dev, you can build more and pay less. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

⚡ commaai/openpilot is making waves. Here's the full picture. 🔗 https://github.com/commaai/openpilot 📝 openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 300+ supported cars. ────────────────────────────── openpilot is an operating system for robotics that upgrades the driver assistance system in over 300 supported cars. Its key features include a quick start process with a simple command: . To use openpilot in a car, you'll need a supported device (like a comma four), software (installable via a URL), a supported car, and a car harness. The project has several branches, including a release-mici branch for the latest release and a nightly branch for the bleeding-edge development version. It's developed by comma and the open-source community, with contributions welcome via pull requests and issues on GitHub. From a technical perspective, openpilot observes ISO26262 guidelines and has software-in-the-loop tests that run on every commit. The code is MIT licensed, and the project has a strong focus on safety and testing, with a hardware-in-the-loop test suite and continuous replay of routes in a testing environment. openpilot is perfect for developers, robotics enthusiasts, and car owners looking to upgrade their vehicles with cutting-edge driver assistance technology. Get ready to shift your driving experience into high gear with openpilot - the future of driving is here! ────────────────────────────── 🧠 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 ────────────────────────────── Maigret is a powerful tool that collects information about a person by username only, checking for accounts on over 3,000 sites. It gathers available information from web pages without requiring API keys. The tool supports recursive search, AI analysis mode, and allows filtering by tags. maigret can be used as a Python library and has a web interface for browsing results as a graph and downloading reports. To get started, simply run

pip install maigret

and then

maigret YOUR_USERNAME

. No install? Try the community Telegram bot or a Cloud Shell. Maigret is ideal for OSINT investigators, security researchers, and social media analysts looking to gather insights about individuals or organizations. One-liner takeaway: Maigret is the ultimate username tracker that helps you uncover hidden profiles and connections across the web in minutes. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

📌 Spotted on GitHub Trending: altic-dev/FluidVoice — let's break it down. 🔗 https://github.com/altic-dev/FluidVoice 📝 FluidVoice - Fastest macOS Offline Dictation app - Voice to Text fully Local. One ⭐ takes us a long way :)) ────────────────────────────── 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. The app supports various speech models, including Nemotron Speech 3.5, Parakeet Flash, and Whisper, and allows users to choose their preferred model based on language and latency needs. Key features include Command Mode for controlling Mac by voice, Write Mode for writing or rewriting text in any text field, Live Preview for real-time transcription overlay, and Multiple Speech Models for flexibility. To install FluidVoice, use Homebrew:

brew install --cask fluidvoice

or download the latest release. The app is designed for individuals who value privacy and want a seamless dictation experience. With its local-first approach, FluidVoice ensures that user data never leaves the machine unless opted-in to a cloud AI provider. Overall, FluidVoice is a powerful tool for anyone looking for a reliable and private dictation solution on macOS. Give your fingers a break and let FluidVoice do the typing for you. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

💡 cupy/cupy just hit the trending charts — here's why it matters. 🔗 https://github.com/cupy/cupy 📝 NumPy & SciPy for GPU ────────────────────────────── CuPy is a NumPy/SciPy-compatible array library for GPU-accelerated computing with Python. It acts as a drop-in replacement to run existing NumPy/SciPy code on NVIDIA CUDA or AMD ROCm platforms. You can use cupy by simply importing it:

import cupy as cp
x = cp.arange(6).reshape(2, 3).astype('f')
print(x.sum(axis=1))

CuPy provides access to low-level CUDA features, including RawKernels and Streams for performance optimization. It's perfect for data scientists, machine learning engineers, and researchers looking to accelerate their computations. You can install CuPy using Pip or Conda, and it's also available as a Docker image. CuPy is MIT-licensed and developed by Preferred Networks and community contributors. CuPy is a game-changer for Python developers: Unleash the power of your GPU with just one import statement! ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

🔥 msitarzewski/agency-agents is trending — and it deserves your attention. 🔗 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. ────────────────────────────── The Agency Agents GitHub repository is a comprehensive collection of AI agent personalities, each with unique expertise, voice, and approach. The purpose of this project is to provide a complete AI agency at your fingertips, offering specialized agents for various domains, including engineering and design. Key features include: - Specialized agents with deep expertise in their domains - Personality-Driven agents with unique voices and approaches - Deliverable-Focused agents that provide real code, processes, and measurable outcomes - Production-Ready agents with battle-tested workflows and success metrics To use the agents, you can: - Install the native Agency Agents app for macOS, Linux, or Windows - Use the command-line interface with various tools like Claude Code, Cursor, or Codex - Browse and copy/adapt agents as reference Technical highlights include: -

scripts/install.sh

for easy installation - Support for multiple tools and platforms - Regular updates and contributions from the community The target audience is anyone looking to leverage AI expertise in their workflow, including developers, designers, and teams. In short, Agency Agents is your dream team of AI specialists, never sleeping, never complaining, and always delivering - transform your workflow with the power of AI, today. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

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💡 simplex-chat/simplex-chat just hit the trending charts — here's why it matters. 🔗 https://github.com/simplex-chat/simplex-chat 📝 SimpleX - the first messaging network operating without user identifiers of any kind - 100% private by design! iOS, Android and desktop apps 📱! ────────────────────────────── SimpleX Chat is a revolutionary messaging platform that prioritizes user privacy, with no identifiers of any kind. Its key features include double ratchet end-to-end encryption and an additional encryption layer to protect messages and metadata. The app is available for Android and iOS, as well as a terminal app for Linux, MacOS, and Windows. To get started, users can install the app, connect with the team, and join user groups. Making a private connection is straightforward: simply share a link with a friend or scan a QR code from their phone. The platform also allows for contribution and translation to help SimpleX grow. With a strong focus on community, SimpleX Chat provides a user guide and encourages feedback and suggestions. Overall, SimpleX Chat is the perfect choice for those seeking a secure and private messaging experience. Take control of your digital privacy with SimpleX Chat - the future of messaging is private. ────────────────────────────── 🧠 Channel: https://t.me/GithubRe

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