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πŸ“¦ staatsgeheim/mathkernel

MathKernel: The Truth Engine for AI Math

Let an AI math engine verify its own answers. Math Kernel is a Python library that gives large language models a way to do math they can actually trust. Instead of just guessing, it uses different calculation styles, like exact logic or standard numbers, to check its work. It tags every result with a trust label, showing exactly how much you can rely on it. This solves a big problem where AIs confidently get math wrong. It is useful for anyone building tools that need reliable numbers. If you want your AI to be honest about what it knows, this is how you do it.

πŸ“° https://news.ycombinator.com/item?id=49592366

πŸ†” @hackernewsgithubprojects
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πŸ“¦ blessedrebus/krawl

Krawl: The Deception Server That Catches Hackers

Krawl is the web deception server that turns your infrastructure into a trap for attackers. It runs a fake version of your application that looks completely normal on the surface but is actually filled with deliberately weak security holes that anyone with a basic scanner can find. When a hacker probes these vulnerable spots, the system quietly logs their activity and can even ban their IP address across your entire network. The real win here is that you are no longer just blocking bad traffic; you are actively learning how attackers think by watching them walk into a trap.

πŸ“° https://news.ycombinator.com/item?id=47571680

πŸ†” @hackernewsgithubprojects
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πŸ“¦ majoorwaldi/comfyui-majoor-omnicam

Majoor OmniCam: Direct Your AI Video Camera

Majoor OmniCam is the camera layout tool that lets you choreograph your shots before the computer ever renders a single frame. Instead of guessing how a video model will move its camera and hoping for the best, this plug-in gives you a simple three-dimensional stage where you can physically place a virtual lens and animate its movement. You can scrub through time, watch a low-fidelity preview of the motion, and then hand that exact path to any compatible AI model. It solves the headache of trying to describe complex camera moves in text prompts by turning them into visual keyframes.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ kayforkind/reimagine-it

Reimagine It: Design From Your Own Data

A single command can transform a plain web page into a visually stunning, fully functional design system without ever inventing a single detail. This tool, called Reimagine It, solves a common frustration where generic design prompts turn every website into the same sleek, corporate template. Instead of guessing what looks good, it reads the actual text, numbers, and colors already on the page to build a layout that is unique to that specific content. It extracts real facts to create charts, typography, and art that are completely offline and ready to use immediately. This means the final design is not just pretty, but actually accurate to the source material.

πŸ“° https://news.ycombinator.com/item?id=49504599

πŸ†” @hackernewsgithubprojects
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πŸ“¦ 20000419/fauxnix

fauxnix: The Windows Bash Translator

fauxnix lets your AI agent write standard Linux commands that run perfectly on Windows without installing a virtual machine or WSL. Because large language models are trained heavily on Bash, they often write PowerShell code that looks correct but fails in practice. Fauxnix solves this by taking those familiar commands, like listing files or searching for text, and deterministically translating them into native PowerShell. The output mimics the familiar Linux format, giving you clean results and clear error messages instead of confusing Windows stack traces. This makes it a reliable bridge for agents working on your desktop.

πŸ“° https://news.ycombinator.com/item?id=49592864

πŸ†” @hackernewsgithubprojects
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πŸ“¦ mesqme/utanomori

Utanomori: A Painterly Forest Walk

Walk through an endless, hand-painted forest to find three hidden music spirits and hum their melodies back into stone. This browser game, called Utanomori, lets you wander a stylized night world where the ground and trees shift colors as you explore. Instead of fighting enemies, you solve a gentle puzzle by tapping stones in the right order to complete a song. Each spirit you free joins your journey, turning a quiet walk into a musical adventure. It is a calm escape from high-stakes gaming, offering a peaceful, artistic experience right in your browser.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ google/magika

Magika: The AI File Type Detector

Magika is the AI-powered tool that identifies any file by reading its actual content instead of trusting its name. It solves the problem of mislabeled or hidden files by using a tiny deep learning model to pinpoint exactly what kind of data you have. In just a few milliseconds on a standard computer, it recognizes over two hundred different file types. This accuracy keeps your digital files safe and organized, making it a favorite for security experts and developers. If you want to know what a file really is, Magika gives you the answer in an instant.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ jaromiru/diktafon

Diktafon: Your Voice, Your Rules

Diktafon runs a full AI brain directly inside your phone, meaning your voice notes never leave your device to be processed in a cloud server. This open-source app treats your recordings like physical cassette tapes, where you simply press record, speak your thoughts, and rewind to find them later. The software automatically turns that audio into readable text and creates short summaries right on your hardware, keeping your data completely private while you organize your ideas. You do not need an account, a subscription, or an internet connection to use it. It is a clean, nostalgic way to capture thoughts without worrying about data leaks.

πŸ“° https://news.ycombinator.com/item?id=49005819

πŸ†” @hackernewsgithubprojects
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πŸ“¦ eigenwise/eigenwise-toolshed

Eigenwise Toolshed

Your coding assistant starts every new session completely blind, having forgotten everything it learned about your project's structure just minutes ago. The Eigenwise Toolshed fixes this by automatically building and maintaining a living map of your codebase that loads into every conversation instantly. Instead of wasting time re-explaining your file organization or coding patterns, the AI already knows how your software is built. This collection of tools keeps that knowledge current as you write new code, meaning the assistant picks up exactly where you left off. You stop teaching your robot its own house, and start actually getting work done.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ salesforceairesearch/random-attention

Random Attention: Why Random Beats Smart

Save memory by randomly deleting old thoughts. That’s the whole trick behind Random Attention. When an AI reasons, it keeps a running memory of every token it processes. Most systems use complex math to guess which parts are important. This project proves you don’t need that. It just picks random chunks to keep and tosses the rest. Surprisingly, this simple method matches or beats fancy learned selectors on hard math and coding tasks. It’s also the fastest way to clear space, making long thoughts cheaper and quicker to run. The code includes the engine, tests, and benchmarks to verify these results.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ paberr/ownscribe

ownscribe: Your Private Meeting Recorder

ownscribe captures every word spoken during a video call without sending a single byte to the cloud. This command-line tool records your system audio directly on your Mac, turning conversations into accurate text using local AI models that run entirely on your hardware. You get a full transcript and a structured summary with action items, all stored safely on your device. It even lets you ask natural language questions across all your past meetings to find specific details later. Because everything happens locally, your private discussions never leave your computer. If you want complete control over your data without sacrificing convenience, this tool is the one to try.

πŸ“° https://news.ycombinator.com/item?id=47638532

πŸ†” @hackernewsgithubprojects
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πŸ“¦ omacom/omarchy-plugin-marketplace

The Omarchy Plugin Marketplace Is Here

Omarchy plugins execute unsandboxed code directly on your system, and this community-curated marketplace adds the first layer of automated security screening to help you decide what to trust. It is not just a list of extensions; it is a verification pipeline. Before any plugin appears in the catalog, a scanner statically analyzes the exact code you would install to check for known red flags. This matters because most install commands pull live, changing code, leaving you exposed to silent updates. The marketplace pins that code and tests it first. You get a clear, honest signal about safety, not a badge.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ cozyblaze/portal-agent

Portal Agent: An AI Plays Portal

An artificial intelligence recently spent twenty-three hours playing Portal by itself until the end credits rolled. This project, called Portal agent, documents exactly how that run happened. It provides the specific code and settings used to let a large language model see the game, think through the next move, and control the character without human help. The system pauses the game while the agent plans, then advances the action just enough to show the result. This setup is interesting because it proves a computer can navigate complex, puzzle-based gameplay autonomously for hours on end.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ darksidewalker/comfyui-dasiwa-nodes

ComfyUI DaSiWa Nodes: The Ultimate Video Node Pack

ComfyUI DaSiWa Nodes is the custom node collection that finally makes high-end video generation feel manageable. It bundles a suite of tools that handle the messy details, like a timeline-based director for complex video prompts and smart upscalers that keep your memory usage low. Instead of fighting with your interface, you get precise control over resolution, audio, and visual quality. It is the kind of toolkit that lets you focus on the art while the software handles the heavy lifting. If you are ready to stop wrestling with your workflow, this pack gives you the professional controls you need to create stunning, consistent results without the usual technical headaches.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ wesleygrimes/omastorm

Omastorm

Omastorm puts a live weather radar directly into your desktop taskbar, and it shows you exactly when that data was captured. Built for the Omarchy Linux environment, it connects to real National Oceanic and Atmospheric Administration feeds so you can watch storms form without guessing if the picture is fresh. The app even tells you if the signal is stale or if you are looking at archived footage. It feels like a pro tool that just happens to live on your screen. If you want honest weather data that respects your system theme, this is the one to watch.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ charlie947/show-me

Show Me: See it, Don't Read It

Stop skimming walls of text to approve your agent's work. Show Me is a Claude skill that forces the AI to render plans, comparisons, and options as a live web page right in your browser. It solves the problem of approving the wrong thing by showing you the actual layout instead of describing it. The coolest part? It doesn't just open the file; it actively brings the browser window to the front and verifies the tab is selected, ensuring you actually see the result before the AI says a word. It is a clever fix for a subtle failure mode that keeps your work honest and visible.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ migsilva89/loadout

Loadout: See what your coding assistants load

Loadout lets you see exactly what your coding assistants are loading, showing every skill, command, subagent, and plugin across every assistant on your machine. The real surprise is that it reads your assistant's own session logs to show you how often each item actually fires, so you know what is truly in use instead of guessing. It solves the problem of having a hidden mess of tools you installed long ago but no longer need, giving you a clear view to manage, edit, or turn off the ones you do not use.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ sadpainy/stuxnet

Stuxnet: The Code That Broke Spinning Tops

Stuxnet is the digital reconstruction that turns the world’s first physical cyber-weapon into readable code for the curious and the cautious. It is not a hack tool; it is a historical artifact. This project takes the famous worm that originally targeted industrial factory equipment and rebuilds its logic into clear, organized source files. Why care? Because it reveals how software can physically break spinning tops by quietly altering their speed. You will not deploy this. Instead, you study its tricks in a safe virtual sandbox. This is how defenders learn to spot the invisible. Takeaway: Read the code to understand the risk, then build better defenses for real-world systems.

πŸ“° https://news.ycombinator.com/item?id=49603546

πŸ†” @hackernewsgithubprojects
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πŸ“¦ cutwire-studios/prism

Prism: The VJ Tool That Actually Makes Sense

Prism turns your computer into a live visual controller for school dances, local gigs, and sports nights. It lets you wire up videos, webcams, and live text overlays on a simple visual grid, then smash a key to trigger them instantly. The coolest part is the instant clip triggering; you map a button on your keyboard to a clip and fire it with zero delay, no complex playlists. It is built to be friendly for beginners who want big, flashy visuals without the usual steep learning curve of professional VJ software.

πŸ†” @hackernewsgithubprojects
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πŸ“¦ mem9-ai/drive9

Drive9 Keeps AI Agent Work Alive After The Sandbox Dies

A single file written by an AI agent in a temporary sandbox can survive after that sandbox is completely destroyed. Drive9 is a server-side workspace that treats an agent's working directory as durable state rather than a disposable local disk. When an agent runs tests, edits code, or saves logs, Drive9 keeps that work safe so a different machine can pick up exactly where the first one stopped. It solves the problem of losing progress when short-lived computing environments shut down. This means developers can let agents run in parallel without worrying about data loss.

πŸ“° https://news.ycombinator.com/item?id=47683665

πŸ†” @hackernewsgithubprojects