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π¦ kvistgaard/horoi
What is Horoi?
Horoi is the documentation tool that turns messy web ontologies into one clean, readable page. It solves the problem of dense, technical data models by generating a visual diagram and listing every term with its definition on a simple card. Instead of digging through code, you get a clear map of your logic. The name comes from ancient Greek for boundary, reflecting its role in defining terms. If you build structured data, this makes your work instantly understandable to everyone. It is a simple, elegant way to document your digital logic.
π @hackernewsgithubprojects
What is Horoi?
Horoi is the documentation tool that turns messy web ontologies into one clean, readable page. It solves the problem of dense, technical data models by generating a visual diagram and listing every term with its definition on a simple card. Instead of digging through code, you get a clear map of your logic. The name comes from ancient Greek for boundary, reflecting its role in defining terms. If you build structured data, this makes your work instantly understandable to everyone. It is a simple, elegant way to document your digital logic.
π @hackernewsgithubprojects
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π¦ josssphzhou/poki
Poki: The AI Agent That Uses Your Real iPhone
Your phone can now perform complex web searches and summarize results without you touching a single button. Poki is an open-source project that connects an AI agent directly to your physical iPhone through a local server. It requires no jailbreak, no extra hardware, and no cloud middleman. The software reads what is on the screen and performs taps and swipes exactly as you would. It is interesting because it turns a simple phone into a powerful, autonomous tool while keeping your data on your own machine. If you want to see how far personal AI can go on a real device, this project is the place to look.
π @hackernewsgithubprojects
Poki: The AI Agent That Uses Your Real iPhone
Your phone can now perform complex web searches and summarize results without you touching a single button. Poki is an open-source project that connects an AI agent directly to your physical iPhone through a local server. It requires no jailbreak, no extra hardware, and no cloud middleman. The software reads what is on the screen and performs taps and swipes exactly as you would. It is interesting because it turns a simple phone into a powerful, autonomous tool while keeping your data on your own machine. If you want to see how far personal AI can go on a real device, this project is the place to look.
π @hackernewsgithubprojects
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π¦ wangxin-567/weread-book-exporter
WeRead Book Exporter: Your Library, Your Files
Grab every single word from your WeRead library, right from the browser, without losing a single character. Most tools skip text when scrolling fast, but WeRead Book Exporter switches to a double-column view to catch everything, fixing broken sentences and saving your favorite images along the way. It then hands you a beautifully typeset PDF, a standard EPUB for your e-reader, and clean Markdown notes ready for Notion or Obsidian. It even pauses randomly between pages to be polite to the servers. If you want your reading to actually stick, this is how you keep it forever. Give it a try.
π @hackernewsgithubprojects
WeRead Book Exporter: Your Library, Your Files
Grab every single word from your WeRead library, right from the browser, without losing a single character. Most tools skip text when scrolling fast, but WeRead Book Exporter switches to a double-column view to catch everything, fixing broken sentences and saving your favorite images along the way. It then hands you a beautifully typeset PDF, a standard EPUB for your e-reader, and clean Markdown notes ready for Notion or Obsidian. It even pauses randomly between pages to be polite to the servers. If you want your reading to actually stick, this is how you keep it forever. Give it a try.
π @hackernewsgithubprojects
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π¦ tianyu199509/deskbox
DeskBox: The Windows Desktop Organizer
DeskBox turns your cluttered Windows desktop into a clean, organized workspace using native widgets that look right at home. It solves the problem of scattered files and apps by letting you group them into tidy, functional stacks that actually feel like part of the system. The coolest part is how it handles file stacks, letting you organize your files and shortcuts into neat, interactive groups right on your desktop, so everything is exactly where you need it. Itβs free, open-source, and built to make your daily workflow smoother without looking like a third-party app bolted on.
π @hackernewsgithubprojects
DeskBox: The Windows Desktop Organizer
DeskBox turns your cluttered Windows desktop into a clean, organized workspace using native widgets that look right at home. It solves the problem of scattered files and apps by letting you group them into tidy, functional stacks that actually feel like part of the system. The coolest part is how it handles file stacks, letting you organize your files and shortcuts into neat, interactive groups right on your desktop, so everything is exactly where you need it. Itβs free, open-source, and built to make your daily workflow smoother without looking like a third-party app bolted on.
π @hackernewsgithubprojects
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π¦ starman-tech/mousepods
AirPods 3 as a Mouse on Linux
MousePods is the Linux tool that turns your AirPods into a functional computer mouse. For years, developers couldn't figure out how to access the motion sensors inside the third generation AirPods, but this project cracked the code. It documents the specific Apple protocol these headphones use to share their data, which had never been written down before. By intercepting this stream, the software lets you control your cursor simply by tilting your head or moving a single earbud in your hand. It works directly on Linux without needing any Apple devices nearby.
π @hackernewsgithubprojects
AirPods 3 as a Mouse on Linux
MousePods is the Linux tool that turns your AirPods into a functional computer mouse. For years, developers couldn't figure out how to access the motion sensors inside the third generation AirPods, but this project cracked the code. It documents the specific Apple protocol these headphones use to share their data, which had never been written down before. By intercepting this stream, the software lets you control your cursor simply by tilting your head or moving a single earbud in your hand. It works directly on Linux without needing any Apple devices nearby.
π @hackernewsgithubprojects
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π¦ vmaltarello/whyd
Why Did My Linux PC Freeze? Here Is Whyd
When your laptop freezes and you have to force it off, finding out why is usually impossible. Whyd fixes this by reading the system log from the boot before the crash. It cuts through thousands of useless lines to show you exactly what went wrong, like a memory error or a failed service. The coolest part is that it can generate a clean report that hides your private info, so you can paste it directly into a forum for help. It is a simple tool that turns a confusing crash into a clear answer, giving you the exact details needed to fix the issue.
π @hackernewsgithubprojects
Why Did My Linux PC Freeze? Here Is Whyd
When your laptop freezes and you have to force it off, finding out why is usually impossible. Whyd fixes this by reading the system log from the boot before the crash. It cuts through thousands of useless lines to show you exactly what went wrong, like a memory error or a failed service. The coolest part is that it can generate a clean report that hides your private info, so you can paste it directly into a forum for help. It is a simple tool that turns a confusing crash into a clear answer, giving you the exact details needed to fix the issue.
π @hackernewsgithubprojects
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π¦ woniuniuniu/dsh-media-desk
Turn one idea into a full video plan
Take a single line of thought and turn it into a complete video package in seconds. Media Desk is a free plugin that lives inside the DeepSeek Harness app, designed to help content creators move from a fleeting spark to a ready-to-shoot plan without the usual friction. When you open one of your saved ideas and hit the draft button, it instantly generates a spoken script, a catchy title, a cover image, supporting photos, and a six-frame storyboard all at once. Itβs built specifically for people who post daily on platforms like TikTok or YouTube, solving the problem of staring at a blank page.
π @hackernewsgithubprojects
Turn one idea into a full video plan
Take a single line of thought and turn it into a complete video package in seconds. Media Desk is a free plugin that lives inside the DeepSeek Harness app, designed to help content creators move from a fleeting spark to a ready-to-shoot plan without the usual friction. When you open one of your saved ideas and hit the draft button, it instantly generates a spoken script, a catchy title, a cover image, supporting photos, and a six-frame storyboard all at once. Itβs built specifically for people who post daily on platforms like TikTok or YouTube, solving the problem of staring at a blank page.
π @hackernewsgithubprojects
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π¦ meta/astryx
Astryx: The AI Ready Design System
Meta just open sourced Astryx, a design system that powers over thirteen thousand internal apps and is specifically engineered so your AI coding agents can build with it just as easily as you can. It provides more than one hundred and fifty accessible React components, complete with built in theming and a dedicated command line tool that gives both humans and bots the same clear reference for creating consistent, polished interfaces. You are not locked into their styling method either, because you can override the look with whatever CSS approach you prefer, like Tailwind or plain styles.
π @hackernewsgithubprojects
Astryx: The AI Ready Design System
Meta just open sourced Astryx, a design system that powers over thirteen thousand internal apps and is specifically engineered so your AI coding agents can build with it just as easily as you can. It provides more than one hundred and fifty accessible React components, complete with built in theming and a dedicated command line tool that gives both humans and bots the same clear reference for creating consistent, polished interfaces. You are not locked into their styling method either, because you can override the look with whatever CSS approach you prefer, like Tailwind or plain styles.
π @hackernewsgithubprojects
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π¦ momusdigital/fnv_decomp
fnv_decomp: The Fallout 4 Engine, Rebuilt
Reverse-engineer the entire source code for the game engine running Fallout 4 and Fallout 76. This repository, named fnv_decomp, contains hundreds of files mapping the low-level C++ architecture of the Creation Engine. It exposes exactly how the developers built the physics, the audio, and the complex lighting systems that make the wasteland run. For modders, this is a goldmine. You can now see the internal logic behind character stats, particle effects, and terrain loading, which lets you fix bugs or build tools that were previously impossible. It is a massive technical achievement that turns a black-box game into an open, readable library.
π @hackernewsgithubprojects
fnv_decomp: The Fallout 4 Engine, Rebuilt
Reverse-engineer the entire source code for the game engine running Fallout 4 and Fallout 76. This repository, named fnv_decomp, contains hundreds of files mapping the low-level C++ architecture of the Creation Engine. It exposes exactly how the developers built the physics, the audio, and the complex lighting systems that make the wasteland run. For modders, this is a goldmine. You can now see the internal logic behind character stats, particle effects, and terrain loading, which lets you fix bugs or build tools that were previously impossible. It is a massive technical achievement that turns a black-box game into an open, readable library.
π @hackernewsgithubprojects
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π¦ dickwu/apple-design-skill
Apple Design Skill
Your AI coding assistant just got a certified design degree from Apple. Apple Design Skill plugs directly into Claude Code, Cursor, or Codex, giving it access to one hundred and twenty-three pages of Appleβs official design rules. It stops your code from looking like a generic template, flagging layout mistakes that would get your app rejected from the App Store. It even checks if your payment buttons meet strict safety standards. This turns a basic chatbot into a strict design auditor. It is the difference between shipping code that works and shipping code that feels like a real Apple product.
π @hackernewsgithubprojects
Apple Design Skill
Your AI coding assistant just got a certified design degree from Apple. Apple Design Skill plugs directly into Claude Code, Cursor, or Codex, giving it access to one hundred and twenty-three pages of Appleβs official design rules. It stops your code from looking like a generic template, flagging layout mistakes that would get your app rejected from the App Store. It even checks if your payment buttons meet strict safety standards. This turns a basic chatbot into a strict design auditor. It is the difference between shipping code that works and shipping code that feels like a real Apple product.
π @hackernewsgithubprojects
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π¦ yt1988/who-are-you
Who Are You: The Site That Tells Websites Who You Are
Websites already know more about you than you think, and Who Are You turns that invisible profiling into plain English. The moment you load it, the site runs over a hundred silent checks without asking for any permission, stitching together your likely city, language, device, and browser fingerprint into a single readable paragraph. The real magic happens when it cross-checks those readings against each other to spot inconsistencies that might reveal you are using a VPN or proxy. It is a quick, self-contained way to see exactly what a website paints you as, and where your privacy setup is quietly leaking.
π @hackernewsgithubprojects
Who Are You: The Site That Tells Websites Who You Are
Websites already know more about you than you think, and Who Are You turns that invisible profiling into plain English. The moment you load it, the site runs over a hundred silent checks without asking for any permission, stitching together your likely city, language, device, and browser fingerprint into a single readable paragraph. The real magic happens when it cross-checks those readings against each other to spot inconsistencies that might reveal you are using a VPN or proxy. It is a quick, self-contained way to see exactly what a website paints you as, and where your privacy setup is quietly leaking.
π @hackernewsgithubprojects
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π¦ yooma1/qufz
AntiFraudBlock: Stop Cloud Reporting
Your phone's anti-fraud AI actually uploads your call details to the cloud. AntiFraudBlock is a tool that cuts that connection. It blocks the phone manager app from sending your data to servers, but it leaves all the local safety features working. You still get pop-ups for scams and keep a local history of risky calls. It is a privacy filter that keeps your calls private while still protecting you. This gives you control over what leaves your device. It is a simple way to keep your data on your phone. Check it out to take back your privacy.
π @hackernewsgithubprojects
AntiFraudBlock: Stop Cloud Reporting
Your phone's anti-fraud AI actually uploads your call details to the cloud. AntiFraudBlock is a tool that cuts that connection. It blocks the phone manager app from sending your data to servers, but it leaves all the local safety features working. You still get pop-ups for scams and keep a local history of risky calls. It is a privacy filter that keeps your calls private while still protecting you. This gives you control over what leaves your device. It is a simple way to keep your data on your phone. Check it out to take back your privacy.
π @hackernewsgithubprojects
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π¦ maluramichael/awesome-reverse-engineer-anything
How to Reverse Engineer Anything
Turn any closed program, game, or device into code you can actually read and rebuild. This collection tracks the open-source projects that did exactly that, alongside the specific tools they used to crack the code. It covers everything from running Nintendo Switch games on a Mac to building a Photoshop clone in Rust, all filtered to only include active projects that are genuinely gaining traction. The real hook is seeing the modern workflow: AI agents now drive decompilers and debuggers to analyze behavior down to the binary level.
π @hackernewsgithubprojects
How to Reverse Engineer Anything
Turn any closed program, game, or device into code you can actually read and rebuild. This collection tracks the open-source projects that did exactly that, alongside the specific tools they used to crack the code. It covers everything from running Nintendo Switch games on a Mac to building a Photoshop clone in Rust, all filtered to only include active projects that are genuinely gaining traction. The real hook is seeing the modern workflow: AI agents now drive decompilers and debuggers to analyze behavior down to the binary level.
π @hackernewsgithubprojects
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π¦ hkuds/agentpilot
AgentPilot: The Co-Pilot for Your AI
Guide your AI agents through complex tasks with a smarter, faster co-pilot. AgentPilot acts as a specialized supervisor that uses a nine-billion parameter model to steer your agents' next moves. It solves the problem of agents getting lost or making slow, poor decisions by providing precise, high-speed guidance. This is useful because it makes your AI workflow significantly more reliable and efficient. Think of it as a navigation system that keeps your autonomous workers on the right path. If you want your AI to work better and faster, this is the tool that shows the way. It turns a capable agent into a truly effective team player.
π @hackernewsgithubprojects
AgentPilot: The Co-Pilot for Your AI
Guide your AI agents through complex tasks with a smarter, faster co-pilot. AgentPilot acts as a specialized supervisor that uses a nine-billion parameter model to steer your agents' next moves. It solves the problem of agents getting lost or making slow, poor decisions by providing precise, high-speed guidance. This is useful because it makes your AI workflow significantly more reliable and efficient. Think of it as a navigation system that keeps your autonomous workers on the right path. If you want your AI to work better and faster, this is the tool that shows the way. It turns a capable agent into a truly effective team player.
π @hackernewsgithubprojects
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π¦ musubipapi/airpointer
AirPointer: Your AirPods Case as a Mouse
AirPointer turns the physical motion of a closed AirPods case into precise computer control, using the tiny sensors already built into the device to track position and detect taps. Instead of needing a new mouse or tracking camera, you simply hold the case upright, point it at your screen to move the cursor, and tap the front of the case to click. This solves the problem of needing a separate input device by repurposing hardware you already carry, making it a fascinating example of how existing sensors can be repurposed for entirely new functions.
π @hackernewsgithubprojects
AirPointer: Your AirPods Case as a Mouse
AirPointer turns the physical motion of a closed AirPods case into precise computer control, using the tiny sensors already built into the device to track position and detect taps. Instead of needing a new mouse or tracking camera, you simply hold the case upright, point it at your screen to move the cursor, and tap the front of the case to click. This solves the problem of needing a separate input device by repurposing hardware you already carry, making it a fascinating example of how existing sensors can be repurposed for entirely new functions.
π @hackernewsgithubprojects
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π¦ snap-stanford/memorilla
Memorilla: 16 Tokens That Remember Everything
Squeeze an entire library of past conversations into just sixteen tiny tokens, and watch a standard AI model answer questions it should have no way of knowing. Stanford researchers built Memorilla to solve the problem where chatbots forget everything the moment a conversation gets long. Instead of forcing the AI to read every single document in its history, which is slow and expensive, this system learns to compress all that context into a single, dense memory snippet. Itβs like giving the model a perfect, condensed cheat sheet that only changes based on what you ask.
π° https://news.ycombinator.com/item?id=50391235
π @hackernewsgithubprojects
Memorilla: 16 Tokens That Remember Everything
Squeeze an entire library of past conversations into just sixteen tiny tokens, and watch a standard AI model answer questions it should have no way of knowing. Stanford researchers built Memorilla to solve the problem where chatbots forget everything the moment a conversation gets long. Instead of forcing the AI to read every single document in its history, which is slow and expensive, this system learns to compress all that context into a single, dense memory snippet. Itβs like giving the model a perfect, condensed cheat sheet that only changes based on what you ask.
π° https://news.ycombinator.com/item?id=50391235
π @hackernewsgithubprojects
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π¦ lucas-martinic/polyfork-catalog
Polyfork: 2700 Free 3D Models
Grab two thousand seven hundred free three-dimensional models and drop them straight into your web games or websites. Polyfork Catalog is the public index for a massive library of simple, blocky graphics designed specifically for web developers. The coolest part? You can load a model and actually tweak it with code. Want to change the color or the season on a camper van? Just pass a few settings and the model updates instantly, no complex setup required. It is like having a ready-made toolkit of characters, cars, and buildings that all match in style. You do not need an account or a credit card, just copy the link and build.
π @hackernewsgithubprojects
Polyfork: 2700 Free 3D Models
Grab two thousand seven hundred free three-dimensional models and drop them straight into your web games or websites. Polyfork Catalog is the public index for a massive library of simple, blocky graphics designed specifically for web developers. The coolest part? You can load a model and actually tweak it with code. Want to change the color or the season on a camper van? Just pass a few settings and the model updates instantly, no complex setup required. It is like having a ready-made toolkit of characters, cars, and buildings that all match in style. You do not need an account or a credit card, just copy the link and build.
π @hackernewsgithubprojects
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π¦ morzelowski/fairplayed
FairPlayed: Decrypting iOS Apps Without Jailbreaks
Strip the encryption off any App Store iPhone app you legally own, all without jailbreaking your device. FairPlayed is a clever research tool that sneaks a tiny helper app inside your phone to trick the operating system into handing over the actual code, bypassing the usual locks. It works by using a specific kernel command that Apple forgot to lock down, letting the app read the protected files directly from the system memory. This is wild because it proves that a standard, signed developer app can touch encrypted code that was supposed to be untouchable.
π° https://news.ycombinator.com/item?id=50292529
π @hackernewsgithubprojects
FairPlayed: Decrypting iOS Apps Without Jailbreaks
Strip the encryption off any App Store iPhone app you legally own, all without jailbreaking your device. FairPlayed is a clever research tool that sneaks a tiny helper app inside your phone to trick the operating system into handing over the actual code, bypassing the usual locks. It works by using a specific kernel command that Apple forgot to lock down, letting the app read the protected files directly from the system memory. This is wild because it proves that a standard, signed developer app can touch encrypted code that was supposed to be untouchable.
π° https://news.ycombinator.com/item?id=50292529
π @hackernewsgithubprojects
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π¦ hyperstitioncc/hyperkernel
Hyperkernel: One Kernel For Everything
Hyperkernel is the GPU runtime that runs entire neural networks inside a single, unbroken kernel launch. Usually, every tiny step in a model like a robot arm moving or a protein folding requires a separate trip to the graphics card, which creates massive delays. Here, the whole process, from reading input to outputting the result, happens at once with zero interruptions. This means a robot can react instantly, or a computer can generate video and DNA sequences without the usual lag. It turns complex AI models into fast, single instructions. If you want to see how software can eliminate waiting time entirely, this project shows you exactly how.
π @hackernewsgithubprojects
Hyperkernel: One Kernel For Everything
Hyperkernel is the GPU runtime that runs entire neural networks inside a single, unbroken kernel launch. Usually, every tiny step in a model like a robot arm moving or a protein folding requires a separate trip to the graphics card, which creates massive delays. Here, the whole process, from reading input to outputting the result, happens at once with zero interruptions. This means a robot can react instantly, or a computer can generate video and DNA sequences without the usual lag. It turns complex AI models into fast, single instructions. If you want to see how software can eliminate waiting time entirely, this project shows you exactly how.
π @hackernewsgithubprojects
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π¦ dsx-ai-factory/nvke
NVKE: The GPU Cluster Factory
NVKE is the management plane that turns raw GPU hardware into a self-service Kubernetes service. Instead of wrestling with manual cluster setup, it acts as a factory that provisions independent, isolated clusters on demand for different customers. The standout feature is its node identity system: every machine proves who it is using its built-in security chip before it is allowed to join the network. This ensures that only your trusted hardware ever touches the system, which is critical when running high-value AI workloads on your own infrastructure.
π° https://news.ycombinator.com/item?id=50387738
π @hackernewsgithubprojects
NVKE: The GPU Cluster Factory
NVKE is the management plane that turns raw GPU hardware into a self-service Kubernetes service. Instead of wrestling with manual cluster setup, it acts as a factory that provisions independent, isolated clusters on demand for different customers. The standout feature is its node identity system: every machine proves who it is using its built-in security chip before it is allowed to join the network. This ensures that only your trusted hardware ever touches the system, which is critical when running high-value AI workloads on your own infrastructure.
π° https://news.ycombinator.com/item?id=50387738
π @hackernewsgithubprojects
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π¦ thinkflowlab/opendirector
OpenDirector: The AI Video Editor That Works Like a Teammate
OpenDirector runs a complete film production studio directly inside your web browser, with every file stored locally on your machine. The most surprising capability is that the built-in AI assistant holds the same creative permissions as you, allowing it to generate assets, edit media, and arrange the timeline just like a human editor. This workspace solves the fragmentation of video tools by connecting chat-based generation, a visual canvas, and a rendering engine into one seamless loop. You describe your vision, the agent executes the work, and you simply review the results.
π @hackernewsgithubprojects
OpenDirector: The AI Video Editor That Works Like a Teammate
OpenDirector runs a complete film production studio directly inside your web browser, with every file stored locally on your machine. The most surprising capability is that the built-in AI assistant holds the same creative permissions as you, allowing it to generate assets, edit media, and arrange the timeline just like a human editor. This workspace solves the fragmentation of video tools by connecting chat-based generation, a visual canvas, and a rendering engine into one seamless loop. You describe your vision, the agent executes the work, and you simply review the results.
π @hackernewsgithubprojects