Top 10 repos trending on GitHub this week — what they do, why they matter, and how to use them in your projects.
1. MDX-Tom/gpt-5.6-instruct
1,307 stars this week · Python
This repo provides jailbreak prompts for GPT-5.6 to bypass safety restrictions, enabling unrestricted AI responses for research and testing.
Use case
For developers needing to test AI model boundaries or simulate unrestricted responses for security research, this repo offers pre-built prompts that bypass typical safety filters. For example, a security researcher could use these prompts to test how an AI model handles sensitive topics without being blocked.
Why it's trending
With the increasing focus on AI safety and the release of newer AI models, tools that test and bypass safety mechanisms are becoming more relevant for researchers and developers.
How to use it
Clone the repository: git clone https://github.com/MDX-Tom/gpt-5.6-instruct.git,Navigate to the directory: cd gpt-5.6-instruct,Run the interactive menu script: python codex-instruct.py,Select the desired prompt version (v5 or v35) from the menu,Use the provided prompts in your AI model interactions
How I could use this
- Henry could use these prompts to create a blog post series on AI safety and testing, demonstrating how to responsibly test AI model boundaries.
- For career tools, Henry could develop a resume matcher that uses these prompts to simulate how different AI models handle sensitive or controversial resume content.
- In AI features, Henry could integrate these prompts into a sandbox environment for his blog, allowing users to test AI responses in a controlled setting.
2. vinhhien112/Three.js-Object-Sculptor-Codex-Plugin
1,003 stars this week · Python
This repo enables developers to convert 2D object images into procedural, animation-ready 3D models using Three.js, solving the problem of quickly generating 3D content from reference images.
Use case
For a developer like Henry who wants to add interactive 3D models to his blog without extensive 3D modeling experience, this tool allows him to upload an image of an object (e.g., a unique piece of tech or a personal artifact) and generate a code-only Three.js model. This can enhance blog posts with interactive visuals, making complex topics more engaging.
Why it's trending
The repo is trending due to the growing interest in integrating 3D visuals into web applications, especially with the rise of WebGL and Three.js. The recent updates and demos showcasing complex models like the 'Tower Ship' and 'Ancient Autumn Tree' have attracted attention.
How to use it
- Install the plugin in your Codex environment.,2. Attach an image of the object you want to convert to a 3D model.,3. Run the plugin to generate the procedural Three.js model code.,4. Integrate the generated code into your Next.js project.,5. Customize the model and add interactivity as needed.
How I could use this
- Henry could use this tool to create interactive 3D models of tech gadgets or personal artifacts mentioned in his blog posts, making them more visually engaging.
- For his resume matcher tool, Henry could generate 3D models of icons or symbols representing different skills or technologies, adding a unique visual element to his resume.
- In his AI projects, Henry could use this tool to visualize AI-generated concepts or data structures in 3D, making complex AI topics more accessible and interactive.
3. littledivy/mimic
988 stars this week · Python
mimic intercepts app traffic to generate Python clients, enabling automation of mobile apps without official APIs.
Use case
For a developer like Henry, this solves the problem of automating interactions with apps that lack public APIs. For example, if Henry wants to scrape data from a dating app like Hinge for a blog post on dating trends, he can use mimic to capture his session and generate a Python client to programmatically fetch recommendations and send likes.
Why it's trending
It's trending because it leverages AI to generate clients from captured traffic, making it easier than ever to automate interactions with mobile apps, which is a common need for developers working on data scraping or automation projects.
How to use it
- Install mimic using the provided script:
sh install.sh,2. Runmimic doctorto confirm the proxy and AI are ready,3. Start recording traffic withmimic recordand follow the iPhone setup steps,4. Use the app normally on your iPhone to capture traffic,5. Generate the Python client and use it in your code:
How I could use this
- Henry could use mimic to automate interactions with a fitness app, capturing workout data to create a blog post on fitness trends and personal progress.
- For career tools, Henry could automate interactions with LinkedIn to scrape job postings and generate a personalized job recommendation system.
- In AI projects, Henry could use mimic to capture data from a language learning app, then use that data to train a custom AI model for language translation or tutoring.
4. mereyabdenbekuly-ctrl/clodex-ide
810 stars this week · TypeScript · agentic-ai agentic-ide ai-agents developer-tools
Clodex is a local-first, zero-trust IDE that integrates AI agents for verifiable autonomous software development.
Use case
Clodex solves the problem of trusting AI-generated code by providing a governed execution environment. For example, a developer can use Clodex to generate and verify code snippets locally without relying on cloud-based AI tools, ensuring data privacy and security.
Why it's trending
It's trending due to the increasing demand for local-first and zero-trust development environments, especially with the rise of AI-powered coding assistants.
How to use it
- Install Node.js 22.23.1 and pnpm 10.30.3.,2. Clone the repository:
git clone https://github.com/mereyabdenbekuly-ctrl/clodex-ide.git,3. Install dependencies:pnpm install,4. Build and run the application:pnpm run dev,5. Start using the IDE with integrated AI agents for code generation and verification.
How I could use this
- Henry could integrate Clodex into his blog to demonstrate how to build secure, AI-assisted development environments, showcasing his expertise in modern development tools.
- For career tools, Henry could use Clodex to create a secure, local-first resume matcher that verifies and suggests improvements to resumes without relying on cloud services.
- For AI features, Henry could leverage Clodex's governed execution to build an AI-powered code review tool that ensures code quality and security before deployment.
5. AlephAITech/WorkBuddyGuide
780 stars this week · Python · codex guide llm workbuddy
This repo provides a practical, open-source guide to mastering WorkBuddy through real-world workflows, helping developers integrate AI into their daily tasks.
Use case
WorkBuddyGuide solves the problem of effectively integrating AI tools into real-world workflows. For example, a developer struggling to automate content creation and management can use this guide to set up a multi-agent AI system that handles tasks like drafting blog posts, managing knowledge bases, and automating social media updates.
Why it's trending
It's trending because WorkBuddy is gaining traction as a versatile AI tool, and this guide offers practical, actionable advice for real-world applications, making it highly relevant for developers looking to leverage AI in their projects.
How to use it
- Visit the online guide at workbuddy.homes for a complete reading experience.,2. Start with the first chapter to install and set up WorkBuddy, following the step-by-step instructions.,3. Explore the second section for case studies relevant to your tasks, such as content automation or knowledge management.,4. Implement the workflows in your projects, using the provided code snippets and guidelines.,5. Contribute your own case studies or improvements by following the contribution guidelines in the repo.
How I could use this
- Henry could use WorkBuddyGuide to create a series of blog posts detailing how to integrate AI into personal blog management, showcasing real-world examples from the guide.
- For career tools, Henry could develop an AI-powered resume matcher that uses WorkBuddy to automate the process of matching job descriptions with candidate resumes, leveraging the multi-agent system design from the guide.
- Henry could implement an AI-driven content automation system for his blog, using WorkBuddy to draft, edit, and publish posts, as well as manage comments and social media updates, based on the workflows provided in the guide.
6. x4gKing/Marzban-Panel
754 stars this week · Dockerfile
This repo provides a streamlined Docker-based deployment for Marzban, a VPN management panel, optimized for Railway with automatic updates and minimal setup.
Use case
Marzban-Panel solves the problem of deploying and maintaining a VPN management dashboard with minimal overhead. For example, if Henry wants to offer secure access to his blog's admin panel or AI tools for collaborators, this repo allows him to deploy a VPN dashboard with automatic updates and minimal maintenance, ensuring secure and controlled access.
Why it's trending
It's trending because it simplifies the deployment of Marzban on Railway, a popular hosting platform, by leveraging Docker and automatic updates, making it easier for developers to manage VPN access without manual intervention.
How to use it
- Fork the repository on GitHub.,2. In Railway, create a new project and deploy from the forked GitHub repo.,3. Wait for the build to complete (this may take a few minutes).,4. (Optional) Add
SUDO_USERNAMEandSUDO_PASSWORDin the Railway Variables tab to create an admin user automatically.,5. Access the Marzban dashboard through the provided Railway URL.
How I could use this
- Henry could use Marzban-Panel to secure access to his blog's admin panel, ensuring that only authorized users can make changes or access sensitive data.
- For career tools, Henry could deploy a private VPN for recruiters or collaborators to access a secure portal with his resume, portfolio, and AI-powered cover letter tools.
- In AI projects, Henry could use Marzban-Panel to manage secure access to AI model APIs or datasets, ensuring that only authenticated users can interact with his AI services.
7. Kappaemme-git/codex-first-customer-finder-skill
699 stars this week · Python · codex codex-skill customer-discovery early-adopters
This repo automates the discovery of potential first customers for startups by analyzing public signals and generating evidence-backed prospect reports.
Use case
For early-stage startups struggling to identify their first customers, this tool analyzes public data to find potential customers who have shown recent interest or pain points related to the product. For example, a startup building a new project management tool can use this to find companies that have recently complained about their current tool on social media or forums.
Why it's trending
It's trending because startups are increasingly looking for data-driven ways to identify early adopters without resorting to invasive data collection methods.
How to use it
Install the skill using the command: npx --yes codex-first-customer-finder-skill@latest,Restart Codex after installation.,Use the skill in Codex with a command like: Use $first-customer-finder to find ten evidence-backed potential first customers for https://example.com and create the final HTML report.,Review the generated HTML report for a list of potential customers, their fit scores, and personalized outreach openers.
How I could use this
- Henry could integrate this tool into his blog to offer a 'Startup Customer Finder' feature, where readers can input their startup URL and get a list of potential first customers, enhancing engagement and providing value to startup-focused content.
- For career tools, Henry could use this to build a 'Job Seeker Signal Finder' that identifies companies showing public signals of hiring for specific roles, helping job seekers target their applications more effectively.
- In AI features, Henry could use the underlying methodology to create an 'AI-Powered Content Suggestion Engine' that analyzes public signals to suggest blog topics or content ideas based on what potential readers are currently discussing or showing interest in.
8. cosmtrek/mindwalk
676 stars this week · Go
Visualizes AI coding sessions as 3D maps to show how agents navigate and understand codebases.
Use case
When debugging or reviewing AI-generated code changes, it's hard to trace how the agent arrived at its solution. Mindwalk solves this by replaying sessions in 3D, showing which files the agent explored, read, or edited. For example, if an AI refactored a React component but missed dependencies, you can see where it 'looked' and where it didn't.
Why it's trending
AI coding agents are increasingly used in real projects, but their decision-making is opaque. This tool addresses that gap with a novel visualization approach, making it timely for developers integrating AI into workflows.
How to use it
- Install the tool:,
sh, curl -fsSL https://raw.githubusercontent.com/cosmtrek/mindwalk/master/scripts/install.sh | sh, export PATH="$HOME/.local/bin:$PATH",,2. Runmindwalkto scan default session directories (~/.claude/projectsand~/.codex/sessions).,3. Open the UI in your browser to view 3D replays of sessions. Use--portto specify a port or--no-opento skip auto-opening.,4. For a specific session, usemindwalk open <session.jsonl>.
How I could use this
- Henry could use Mindwalk to create a blog post series analyzing how AI agents navigate his Next.js codebase, highlighting inefficiencies or blind spots in their refactoring.
- For career tools, Henry could integrate Mindwalk to visualize how AI agents review his portfolio projects, showing potential employers how he collaborates with AI.
- In his AI-powered blog, Henry could use Mindwalk to generate 'AI understanding maps' for each post, showing readers how the AI interpreted and modified the codebase to create the content.
9. pengchujin/jzsub
672 stars this week · Python · bilingual codex subtitles video
Automates high-quality video downloads with bilingual subtitles for content creators and educators.
Use case
Solves the problem of manually downloading videos and generating bilingual subtitles, which is time-consuming and often requires multiple tools. For example, a language teacher can quickly generate subtitled videos for their students without needing to use separate tools for downloading, translating, and embedding subtitles.
Why it's trending
The rise of multilingual content creation and the need for efficient video processing tools make this repo relevant. The integration of GPT for translation and the support for multiple platforms add to its appeal.
How to use it
Install the package using pip: pip install jzsub,Run the command with a video URL: jzsub https://www.youtube.com/watch?v=example,Specify the target language if needed: jzsub https://www.youtube.com/watch?v=example --target-lang fr,Use the --deliver option to choose the output format: jzsub https://www.youtube.com/watch?v=example --deliver video,For advanced users, customize the subtitle font and style by modifying the configuration file.
How I could use this
- Henry could use JZSub to automatically generate bilingual subtitles for his blog's video content, making it more accessible to a global audience.
- For career tools, Henry could create a service that automatically generates subtitled video resumes or portfolio videos, helping job seekers stand out.
- In AI projects, Henry could integrate JZSub with a video summarization tool, creating a pipeline that downloads, subtitles, and summarizes educational videos for quick learning.
10. x4gKing/Marzban-Node
645 stars this week · Dockerfile
This repo provides a Railway-compatible Dockerfile for deploying Marzban-Node with minimal configuration.
Use case
Marzban-Node is a tool for managing and deploying proxy nodes, but it can be challenging to set up on platforms like Railway. This repo solves that by providing a pre-configured Dockerfile that clones the latest Marzban-Node source and applies patches to make it work seamlessly on Railway. For example, if you're building a service that requires proxy management and want to deploy it on Railway, this repo simplifies the process.
Why it's trending
It's trending because Railway is gaining popularity for its ease of use in deploying containerized applications, and Marzban-Node is a powerful tool for proxy management. The combination of the two is attractive for developers looking to streamline their deployment process.
How to use it
Fork the repository to your GitHub account.,Create a new service on Railway and link it to your forked repository.,Deploy the service on Railway.,After deployment, add the service host and port in the Marzban panel under Node Settings.,Optionally, set the environment variables SERVICE_TLS=true and SSL_CLIENT_CERT_FILE if you want the node to manage TLS.
How I could use this
- Henry could use this to deploy a proxy management service for his blog, ensuring secure and efficient content delivery.
- For career tools, Henry could create a service that uses proxy nodes to scrape job listings from various regions, providing localized job search results.
- In AI projects, Henry could use this to manage proxy nodes for distributed AI model training, ensuring efficient data transfer and model synchronization.