📦 flutter/agent-plugins

Agent Plugins: The Flutter Team's Cheat Sheet for AI Coding

Agent Plugins is the instruction set that finally makes AI coding assistants actually understand Flutter. Maintained by the official Flutter team, this repository solves a massive headache: generic AI agents often guess at best practices, leading to messy, broken, or slow code. Instead of relying on guesswork, these plugins act like a senior engineer’s guide, teaching the AI exactly how to handle tricky tasks like fixing layout errors, writing proper tests, or setting up routing. The coolest part is how it forces the AI to follow strict, repeatable workflows, meaning it stops hallucinating random solutions and starts building apps the way a pro would.

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📦 kassandraoftroy/kohaku-cli

Move Crypto Privately With One Command

Take your Ethereum and move it into private mode without touching a web interface. Kohaku is a command line wallet that connects your seed phrase directly to privacy protocols like Tornado Cash and Railgun. It handles the complex cryptography for you, letting you shield funds to hide balances or unshield them back to public accounts with simple prompts. You even get name management and stealth address support right from your terminal. It is not a casual tool and the developers warn you to test thoroughly, but for anyone wanting real privacy without the browser clutter, it is a fascinating look at how on-chain secrecy actually works.

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📦 firezone/sanstun

Sanstun: The WireGuard Engine

Sanstun is a WireGuard engine that refuses to touch your network cards or clock, handing you raw, parallel-ready crypto operations instead. It strips away the slow, blocking layers that usually throttle data, letting you feed it packets in batches and process them across many cores without locks or hidden buffering. The real surprise is that it is fully deterministic, meaning the same input seed always produces the exact same keys, which makes testing bulletproof and performance predictable. It is the raw engine for building your own ultra-fast, custom virtual private networks. If you want total control over your encrypted tunnel without the usual overhead, this is the tool to study.

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📦 divagr18/qwenpu

The LLM That Runs Inside An LLM

QwenPU is the language model that runs a tiny computer inside its own brain. It takes a popular four billion parameter model and compiles a full RISC-V processor and vector unit directly into its neural network weights. The result is a machine that can execute real C programs without any external hardware. It actually runs Andrej Karpathy’s tiny story writer, which uses this internal computer to generate text. Every step is calculated by the model’s own layers, making it a computer inside a computer. It is still very large and slow, but the concept is wild. A single neural network that thinks and computes at the same time.

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📦 rowow-llc/open-sourced-off-the-shelf-ion-exchange-membrane

Build a $1 Ion Exchange Membrane at Home

Fabricate a functional ion exchange membrane for under one dollar per square foot using materials found in any hardware store. This project provides the complete open-source recipe and patent to create this critical component for electrochemistry without specialized suppliers or industrial equipment. By mixing pulverized water softener resin with standard PVC plastic and common solvents, you can cast your own membrane that filters ions as effectively as expensive commercial alternatives. This dramatically lowers the barrier to entry for recovering precious metals from e-waste or building flow batteries. It turns a costly industrial monopoly into a DIY hobbyist project.

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📦 jaydenteoh/soft-mtp

Soft Multi Token Prediction Speeds Up AI

Soft Multi Token Prediction is the training method that finally makes language models generate text faster without sacrificing quality. The repository provides the official code for a technique that fixes a hidden flaw in how neural networks are taught to predict multiple words at once. Standard methods force the model to treat its internal calculations as separate, which wastes a massive amount of computational power. By using a clever mathematical trick to share information between the model's internal layers, this project allows the network to draft several words simultaneously.

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📦 mikeparcewski/wicked-studio

Wicked Studio: The Control Room for Coding Agents

Wicked Studio is the control room that lets you watch your coding agents work in real time. It solves the problem of flying blind when AI writes your code, because here you start a job with a simple chat, then sit back and observe the agents working inside safe, isolated environments. The coolest part is that you don't have to trust the process blindly; the interface shows you exactly what the agent did, so you can review the evidence and approve only what actually matters before it touches your real files. This turns a mysterious black box into a transparent workspace where you stay in charge of the final result.

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📦 ethbak/icon-composer-mcp

Icon Composer: Liquid Glass Icons via AI

Icon Composer is the tool that turns a flat logo into a living Apple Liquid Glass icon without opening a single design app. It speaks directly to AI assistants, letting you build, tweak, and render high-fidelity icon bundles right from your chat. This solves the tricky problem of matching Apple’s strict design standards by automating the complex rendering pipeline. It is the perfect bridge for developers who want pixel-perfect, store-ready assets without the usual design friction. If you build for Apple platforms, this is your shortcut to professional-looking visuals.

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📦 synchopate/nemotron-30b-cpu-256k

Nemotron 30B CPU 256K

A thirty billion parameter language model now runs entirely on a standard laptop processor without any graphics card, achieving speeds that feel instant for interactive coding. This repository explains how to run Nemotron thirty B on a central processing unit using a hybrid architecture that replaces most attention layers with state space models. This design drastically reduces memory usage, allowing a massive two hundred and fifty six thousand token context window to fit comfortably in system memory. By combining this efficient model with low level system optimizations, the setup handles large context windows at speeds rivaling dedicated hardware.

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📦 bendbss/riposte-frontline-source

Riposte: Frontline

Riposte: Frontline is the open-source first-person shooter that builds every single 3D object from pure math code instead of importing standard 3D model files. You might not expect a full-featured game with dynamic water and complex vegetation to run so smoothly in a plain web browser, but this project proves the engine can handle it all using just JavaScript. It is completely free to download, run locally, or remix for your own projects under a permissive license. The codebase is massive and runs entirely in your browser without any install. If you want to see how game developers build worlds from scratch, grab the source and start exploring.

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📦 agent-passport-system/agent-passport-system

Agent Passport: Giving AI Agents a Verifiable Identity

Give any AI agent a cryptographically signed identity that proves exactly what it is allowed to do. The agent passport system is an open protocol and SDK that stops agents from acting on vague trust by checking their permissions before they perform any task. Think of it as a digital badge that a system verifies in milliseconds, ensuring an agent only does what it was specifically hired to do. If the agent tries to step out of bounds, the system blocks the action instantly and leaves a permanent, signed record of the attempt. This gives developers a way to build autonomous tools without handing over the keys to the unknown.

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📦 deibler/openskycam

Point a camera at the sky and let AI find the meteors

Point a cheap camera at the sky and let software hunt for meteors. Open Sky Cam turns a standard internet camera into a twenty-four hour recording system that automatically spots planes, falling stars, and moving objects without sending your private footage to a remote server. Instead of just storing video, the system actually watches the sky for you using AI detection models to find and label things flying past. It separates the interesting stuff, like a falling meteor, from the background noise, so you can browse specific events instead of scrubbing through hours of empty sky.

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📦 bubblebrainbb/bb-video

BB Video Makes Movies From Code

BB Video is the agent skill that turns plain text into fully animated videos without a single frame of stock footage. You just tell the agent what story you want and pick one of twenty-five visual styles, like shadow puppets or pixel art. The magic happens in the background: it writes code that draws every character, sound effect, and musical note from scratch, then renders the whole thing frame by frame in a browser. It even checks its own work to make sure nothing overlaps or looks broken. You do not need to know how to animate or edit video.

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📦 ysuito/rabbitwall

RabbitWall: The Kill Switch for Your AI Network

RabbitWall is the network gateway that lets you watch and control your AI traffic. It sits between your local network and your AI servers, giving you a visual map of every connection. You can see exactly which domains your AI is contacting and where they are located. The standout feature is a simple switch that instantly cuts off all internet access. This stops data from leaving your machines, even if they are already connected. It is perfect for anyone running sensitive AI tools who needs strict control. You get total visibility and instant power to disconnect. Keep your data secure and know exactly what is happening.

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📦 alibaba-damo-academy/rynnunify

RynnUnify: The AI That Dreams Before It Acts

RynnUnify is the embodied AI system that actually imagines the future before it moves its hands. Instead of just recognizing objects, it generates a short video prediction of how a scene will change, then uses that visual preview to plan its next step. This allows the robot to handle complex, multi-step tasks by testing outcomes in its mind before committing to physical actions. It bridges the gap between understanding a scene and physically interacting with it, creating a unified brain for real-world problem solving. The result is a robot that thinks visually, making it far more capable and adaptable in dynamic environments.

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📦 noizai/worldsonus

WorldSonus: Watch, Listen, and Change the Sound

WorldSonus turns silent video clips into synchronized stereo soundtracks that you can actually steer. Instead of just guessing what noises belong on screen, this tool watches the visual motion and listens to your written instructions to generate realistic audio in tiny one-tenth-of-a-second chunks. The coolest part is that you can change the description while the video plays, so the sound updates in real time to match new actions. It works by linking what you see with what you hear, making sure a splash or a train horn lands exactly when it happens on screen.

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📦 something11235/dsh-video-skin

dsh-video-skin

A live video can now play behind your chat window and roll as a sound-on boot animation in the same interface. The project called dsh-video-skin turns a static desktop into a moving surface, letting you drop in your own clips for the background and startup splash. It solves the problem of a boring, flat screen by layering video directly under the UI without any external dependencies. The coolest part is the built-in slider that adjusts transparency in real time, so you can balance visibility and readability instantly. It is a zero-dependency tool for people who want their app to feel like a piece of media rather than just a window.

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📦 betelgeuse-ai/betelgeuse

Betelgeuse: Running Massive AI on a Budget GPU

Run frontier-scale AI models directly on a modest consumer graphics card. Betelgeuse is a specialized fork of a popular local inference engine designed specifically to handle massive mixture-of-experts architectures without needing a data center. Instead of forcing the entire model into limited video memory, it keeps the core structure on the graphics card and intelligently pulls in specific expert modules from your fast local drive only when they are actually needed. This clever paging technique lets a budget setup handle computations that would normally overwhelm it, turning a standard gaming rig into a capable local inference station.

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📦 batterworks/hatchdoor

Hatchdoor: Give AI Access To Your Notes

Hatchdoor lets your AI agent read and edit your personal notes directly from a self-hosted server. It turns a folder of plain text files into a smart interface where a computer can browse, search, and update your documents. This is useful because your AI assistant can actually change your notes without you having to copy and paste everything manually. It acts like a bridge between your local files and the artificial intelligence you use daily. You keep your data on your own computer, giving you full control over your information. This project is great for people who want their AI to interact with their personal knowledge base securely.

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📦 battermanz/hatchdoor

Hatchdoor: Let your AI edit your notes

Hatchdoor is the self-hosted app that lets your AI agents read, search, and edit your personal notes. Most note-taking apps are locked down, but this tool opens up your Obsidian-style vault so any AI assistant you connect to it can actually do work. You get a fast web interface to browse and manage files yourself, plus a backend connection that lets your favorite chatbot find that one specific paragraph you forgot about. It is built for people who want their digital library to be active, not just a static archive.

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