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π¦ nfzerox/backtocatalina
BackToCatalina Restores the Classic Mac Look
BackToCatalina puts the familiar look of an older Mac back onto your newest machine. While Apple changes the design of every new system release, this tool snaps your Finder and core apps back to the style of Catalina, the version many people still prefer. It works across both Intel and Apple silicon Macs running the latest software. You simply install a package to apply the changes, and your desktop feels like it did years ago. It is a simple way to keep the interface you already know without giving up modern performance. If you miss the old look, this is how you get it back.
π° https://news.ycombinator.com/item?id=48851886
π @hackernewsgithubprojects
BackToCatalina Restores the Classic Mac Look
BackToCatalina puts the familiar look of an older Mac back onto your newest machine. While Apple changes the design of every new system release, this tool snaps your Finder and core apps back to the style of Catalina, the version many people still prefer. It works across both Intel and Apple silicon Macs running the latest software. You simply install a package to apply the changes, and your desktop feels like it did years ago. It is a simple way to keep the interface you already know without giving up modern performance. If you miss the old look, this is how you get it back.
π° https://news.ycombinator.com/item?id=48851886
π @hackernewsgithubprojects
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π¦ jirikrblich/affinity-community-scripts
The One-Click Marketplace for Affinity Scripts
Download and install custom automation tools for Affinity Suite with a single click, bypassing the usual hassle of manually finding and running code. This project serves as the central backend for the Affinity Script Manager app, acting as a curated marketplace where community members can share helpful scripts that automate repetitive design tasks. The standout feature is its incredibly low barrier to entry: if you have written a script, you do not need to know Git or pull requests. You simply open an issue with your code and details, and once the maintainers approve it for safety, it instantly appears in the app for everyone.
π @hackernewsgithubprojects
The One-Click Marketplace for Affinity Scripts
Download and install custom automation tools for Affinity Suite with a single click, bypassing the usual hassle of manually finding and running code. This project serves as the central backend for the Affinity Script Manager app, acting as a curated marketplace where community members can share helpful scripts that automate repetitive design tasks. The standout feature is its incredibly low barrier to entry: if you have written a script, you do not need to know Git or pull requests. You simply open an issue with your code and details, and once the maintainers approve it for safety, it instantly appears in the app for everyone.
π @hackernewsgithubprojects
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π¦ rmcelreath/stat_rethinking_2026
Statistical Rethinking: The 2026 Course
Stop treating your data like a magic black box. Richard McElreath's Statistical Rethinking course flips the script, forcing you to build a causal theory before you touch a single number. The 2026 edition splits the training into two slower tracks, so you can actually absorb the material without burning out. You learn why most statistical estimates are just guesses until you define the assumptions behind them. Itβs practical, not theoretical, focusing on real workflows that work in the messy real world. If you want to stop just crunching numbers and start understanding what they actually mean, this is the place to start.
π @hackernewsgithubprojects
Statistical Rethinking: The 2026 Course
Stop treating your data like a magic black box. Richard McElreath's Statistical Rethinking course flips the script, forcing you to build a causal theory before you touch a single number. The 2026 edition splits the training into two slower tracks, so you can actually absorb the material without burning out. You learn why most statistical estimates are just guesses until you define the assumptions behind them. Itβs practical, not theoretical, focusing on real workflows that work in the messy real world. If you want to stop just crunching numbers and start understanding what they actually mean, this is the place to start.
π @hackernewsgithubprojects
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π¦ tester-army/e2e
How e2e Tests Apps With Words
e2e is the test framework that lets you drive apps with plain English. Usually writing tests means hard-coding every click, which breaks the moment the design changes. Here you just tell an AI agent your goal, like upgrade the account, and it figures out the steps to get there. The coolest part is that it records the path it took, so the next run is instant and costs zero money until the app actually changes. It works on both websites and mobile phones, letting you verify complex flows without writing brittle code. If you want tests that think for themselves, this is a game changer.
π @hackernewsgithubprojects
How e2e Tests Apps With Words
e2e is the test framework that lets you drive apps with plain English. Usually writing tests means hard-coding every click, which breaks the moment the design changes. Here you just tell an AI agent your goal, like upgrade the account, and it figures out the steps to get there. The coolest part is that it records the path it took, so the next run is instant and costs zero money until the app actually changes. It works on both websites and mobile phones, letting you verify complex flows without writing brittle code. If you want tests that think for themselves, this is a game changer.
π @hackernewsgithubprojects
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π¦ yologdev/yoagent
Yoagent: The Rust Agent Loop
yoagent gives your Rust code a brain that actually works. It connects to any major AI provider, lets the model run real commands like reading files or executing code, and keeps looping until the job is done. The coolest part? You can point it at a local model on your own machine, with zero setup and no API keys. Itβs like having a private, offline coding assistant that lives right in your terminal. If youβve ever wanted to build an AI agent in Rust without fighting with glue code, this is your starting line. Give yoagent a spin and watch your code come alive.
π @hackernewsgithubprojects
Yoagent: The Rust Agent Loop
yoagent gives your Rust code a brain that actually works. It connects to any major AI provider, lets the model run real commands like reading files or executing code, and keeps looping until the job is done. The coolest part? You can point it at a local model on your own machine, with zero setup and no API keys. Itβs like having a private, offline coding assistant that lives right in your terminal. If youβve ever wanted to build an AI agent in Rust without fighting with glue code, this is your starting line. Give yoagent a spin and watch your code come alive.
π @hackernewsgithubprojects
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π¦ luxine/calckernel
CalcKernel: A Language for Tiny, Fast Math
CalcKernel is a tiny, statically typed language designed specifically to write small, high-speed math routines that plug into larger apps. It handles the heavy lifting of numerical calculations while your main application manages the interface and data storage. What makes it genuinely interesting is its ability to compile your code directly into WebAssembly or native machine code, using advanced optimizations like vectorization to squeeze maximum speed out of your processor. You get a clear, typed boundary between your logic and the surrounding software, ensuring data stays safe and efficient.
π @hackernewsgithubprojects
CalcKernel: A Language for Tiny, Fast Math
CalcKernel is a tiny, statically typed language designed specifically to write small, high-speed math routines that plug into larger apps. It handles the heavy lifting of numerical calculations while your main application manages the interface and data storage. What makes it genuinely interesting is its ability to compile your code directly into WebAssembly or native machine code, using advanced optimizations like vectorization to squeeze maximum speed out of your processor. You get a clear, typed boundary between your logic and the surrounding software, ensuring data stays safe and efficient.
π @hackernewsgithubprojects
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π¦ alexbeavs-ps1-ports/psxrecomp-ports
PlayStation 1 Games Run Natively on Modern OSes?
A hundred and five classic PlayStation games now run natively on Windows, Linux, and Mac. This is a collection of official build kits, not emulators. You provide your own disc data and system file, and the kit compiles the code directly for your computer. It is a massive technical undertaking to make old hardware code run on modern chips without the usual emulation overhead. The catalog makes it easy to find what you need, complete with screenshots and specific notes on known issues. It is a fascinating look at how far retro porting has come.
π @hackernewsgithubprojects
PlayStation 1 Games Run Natively on Modern OSes?
A hundred and five classic PlayStation games now run natively on Windows, Linux, and Mac. This is a collection of official build kits, not emulators. You provide your own disc data and system file, and the kit compiles the code directly for your computer. It is a massive technical undertaking to make old hardware code run on modern chips without the usual emulation overhead. The catalog makes it easy to find what you need, complete with screenshots and specific notes on known issues. It is a fascinating look at how far retro porting has come.
π @hackernewsgithubprojects
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π¦ scriptedalchemy/grok-bot-cli
Grok Bot CLI: Automate Your AI Agents
Control every aspect of your AI agents right from your terminal with Grok Bot CLI. This tool lets you create, message, and organize your smart assistants entirely through simple text commands, skipping the hassle of clicking through desktop apps all day. The coolest part is the automatic bridge that connects your coding tools directly to your AI, so messages flow between them without you constantly checking back. It turns your command line into a powerful hub for managing complex workflows. If you are tired of manual clicking, this is your new shortcut. Grab the code and start automating your day.
π @hackernewsgithubprojects
Grok Bot CLI: Automate Your AI Agents
Control every aspect of your AI agents right from your terminal with Grok Bot CLI. This tool lets you create, message, and organize your smart assistants entirely through simple text commands, skipping the hassle of clicking through desktop apps all day. The coolest part is the automatic bridge that connects your coding tools directly to your AI, so messages flow between them without you constantly checking back. It turns your command line into a powerful hub for managing complex workflows. If you are tired of manual clicking, this is your new shortcut. Grab the code and start automating your day.
π @hackernewsgithubprojects
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π¦ whawkinsiv/solo-founder-skills
Solo Founder Skills: Your AI Co-Founder
Turn your messy business ideas into working software by handing the reins to a set of specialized AI skills. Solo Founder Skills gives you a complete playbook for bootstrapping a product, covering everything from initial validation to final deployment. Instead of juggling ten different tools, you get a unified system that guides your coding agent through every step of the journey. The coolest part is the routing system, which tells the AI exactly which skill to use for your current task, saving you from context overload. Itβs like hiring a team of experts but only paying for the advice you need right now.
π @hackernewsgithubprojects
Solo Founder Skills: Your AI Co-Founder
Turn your messy business ideas into working software by handing the reins to a set of specialized AI skills. Solo Founder Skills gives you a complete playbook for bootstrapping a product, covering everything from initial validation to final deployment. Instead of juggling ten different tools, you get a unified system that guides your coding agent through every step of the journey. The coolest part is the routing system, which tells the AI exactly which skill to use for your current task, saving you from context overload. Itβs like hiring a team of experts but only paying for the advice you need right now.
π @hackernewsgithubprojects
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π¦ roandejager/hillock
Hillock: The Memory That Never Lies
Hillock is the local memory engine that refuses to guess. Most AI assistants make up answers when they do not know something, but Hillock uses a mathematical gate to block those questions before they reach the language model. It stores your documents in a compact graph and uses simple math to verify every fact. This means it runs on almost any computer without burning through your graphics card. If it does not have the answer, it tells you honestly instead of inventing one.
π° https://news.ycombinator.com/item?id=49501209
π @hackernewsgithubprojects
Hillock: The Memory That Never Lies
Hillock is the local memory engine that refuses to guess. Most AI assistants make up answers when they do not know something, but Hillock uses a mathematical gate to block those questions before they reach the language model. It stores your documents in a compact graph and uses simple math to verify every fact. This means it runs on almost any computer without burning through your graphics card. If it does not have the answer, it tells you honestly instead of inventing one.
π° https://news.ycombinator.com/item?id=49501209
π @hackernewsgithubprojects
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π¦ portingpete/the-darkness-recomp
The Darkness Recomp: Play on PC, Native
The Darkness Recomp is the native port that finally lets you play the Xbox 360 classic on your PC without emulation. Instead of faking the old hardware, this project translates the game's code directly into modern C++ before you even launch it. The coolest part? It decodes your game files in memory using your computer's built-in security tools, meaning no shady third-party decryptors required. It handles everything from high-resolution rendering to controller support natively. So if you have the disc dump, you can jump right in. This is what real porting looks like when done right: clean, fast, and completely under your control. Give it a try.
π @hackernewsgithubprojects
The Darkness Recomp: Play on PC, Native
The Darkness Recomp is the native port that finally lets you play the Xbox 360 classic on your PC without emulation. Instead of faking the old hardware, this project translates the game's code directly into modern C++ before you even launch it. The coolest part? It decodes your game files in memory using your computer's built-in security tools, meaning no shady third-party decryptors required. It handles everything from high-resolution rendering to controller support natively. So if you have the disc dump, you can jump right in. This is what real porting looks like when done right: clean, fast, and completely under your control. Give it a try.
π @hackernewsgithubprojects
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π¦ yogthos/matryoshka
Matryoshka: The LLM trick that saves 93% of your tokens
Matryoshka is the document analysis tool that lets small AI models process files a hundred times larger than their memory limit. Traditional AI tries to read entire massive files at once and instantly forgets half of them, but Matryoshka uses a clever trick where the AI only looks at tiny, compressed summaries of your data. It never reads the whole thing; instead, it asks for specific pieces only when it really needs to, storing the rest safely in the background. This means you can analyze huge server logs or codebases without expensive, massive context windows, and you get accurate answers without the model hallucinating missing details.
π° https://news.ycombinator.com/item?id=49927552
π @hackernewsgithubprojects
Matryoshka: The LLM trick that saves 93% of your tokens
Matryoshka is the document analysis tool that lets small AI models process files a hundred times larger than their memory limit. Traditional AI tries to read entire massive files at once and instantly forgets half of them, but Matryoshka uses a clever trick where the AI only looks at tiny, compressed summaries of your data. It never reads the whole thing; instead, it asks for specific pieces only when it really needs to, storing the rest safely in the background. This means you can analyze huge server logs or codebases without expensive, massive context windows, and you get accurate answers without the model hallucinating missing details.
π° https://news.ycombinator.com/item?id=49927552
π @hackernewsgithubprojects
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π¦ dtsola/xiaoyaosearch
XiaoyaoSearch: AI File Finder
XiaoyaoSearch turns your local computer files into a searchable brain that understands spoken words and photos. Instead of typing complex keywords, you can simply talk for thirty seconds or upload an image of a chart or screenshot. The software uses artificial intelligence to translate that voice or visual clue into a deep search of your documents, videos, and audio files. It is built for people who want to find specific information without manually digging through folders. This tool bridges the gap between how we naturally ask questions and how computers store data. It gives you a conversational way to retrieve your own work.
π @hackernewsgithubprojects
XiaoyaoSearch: AI File Finder
XiaoyaoSearch turns your local computer files into a searchable brain that understands spoken words and photos. Instead of typing complex keywords, you can simply talk for thirty seconds or upload an image of a chart or screenshot. The software uses artificial intelligence to translate that voice or visual clue into a deep search of your documents, videos, and audio files. It is built for people who want to find specific information without manually digging through folders. This tool bridges the gap between how we naturally ask questions and how computers store data. It gives you a conversational way to retrieve your own work.
π @hackernewsgithubprojects
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π¦ harry7557558/spirula-studio
Spirula Studio: Video to 3D in One Go
Spirula Studio is the 3D capture tool that turns plain video into a solid, usable mesh without forcing you to pick a graphics card brand first. It solves the headache of needing specific hardware for high-quality 3D reconstruction by running the entire training process on either Vulkan or CUDA. You simply feed it a video, and it builds a detailed Gaussian splat, then converts that into a clean mesh you can actually edit. The most surprising part is how it handles the heavy math for both major graphics ecosystems on the same machine. That means your laptop or desktop works, no matter which graphics chip it has.
π° https://news.ycombinator.com/item?id=49895287
π @hackernewsgithubprojects
Spirula Studio: Video to 3D in One Go
Spirula Studio is the 3D capture tool that turns plain video into a solid, usable mesh without forcing you to pick a graphics card brand first. It solves the headache of needing specific hardware for high-quality 3D reconstruction by running the entire training process on either Vulkan or CUDA. You simply feed it a video, and it builds a detailed Gaussian splat, then converts that into a clean mesh you can actually edit. The most surprising part is how it handles the heavy math for both major graphics ecosystems on the same machine. That means your laptop or desktop works, no matter which graphics chip it has.
π° https://news.ycombinator.com/item?id=49895287
π @hackernewsgithubprojects
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π¦ jezweb/claude-skills
Claude Skills: Stop Coding, Start Shipping
Turn plain English into finished software with Claude Skills. This collection of plugins gives your AI coding assistant actual hands, letting it scaffold full-stack apps, generate professional design assets, and even draft business proposals without you writing a single line of code. The real magic is the philosophy behind it: instead of dumping static instructions at the model, these skills teach it specific recipes to produce tangible, working deliverables. You just ask for what you need in natural language, and the system handles the execution. Itβs like having a junior developer who actually knows how to ship.
π @hackernewsgithubprojects
Claude Skills: Stop Coding, Start Shipping
Turn plain English into finished software with Claude Skills. This collection of plugins gives your AI coding assistant actual hands, letting it scaffold full-stack apps, generate professional design assets, and even draft business proposals without you writing a single line of code. The real magic is the philosophy behind it: instead of dumping static instructions at the model, these skills teach it specific recipes to produce tangible, working deliverables. You just ask for what you need in natural language, and the system handles the execution. Itβs like having a junior developer who actually knows how to ship.
π @hackernewsgithubprojects
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π¦ iart-ai/motion-skills
Motion Skills: Teach AI to Animate
Motion Skills turns your AI coding assistant into a professional motion designer by giving it fifty specific instructions for creating smooth video and animation. Instead of guessing, the agent uses these guides to build everything from kinetic text to data charts and social media clips. The coolest part is that the AI checks its own work. It renders a frame, takes a screenshot, and verifies the timing and layout before sending it to you. This means you get clean, polished results without manually fixing jittery animations or bad spacing.
π @hackernewsgithubprojects
Motion Skills: Teach AI to Animate
Motion Skills turns your AI coding assistant into a professional motion designer by giving it fifty specific instructions for creating smooth video and animation. Instead of guessing, the agent uses these guides to build everything from kinetic text to data charts and social media clips. The coolest part is that the AI checks its own work. It renders a frame, takes a screenshot, and verifies the timing and layout before sending it to you. This means you get clean, polished results without manually fixing jittery animations or bad spacing.
π @hackernewsgithubprojects
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π¦ kritishmohapatra/100_days_100_iot_projects
100 Days 100 IoT Projects
The 100 Days 100 IoT Projects is the hands-on challenge that makes hardware programming feel like a daily habit. It is a guided journey where you build a new device every single day using simple boards like the ESP32 and Raspberry Pi Pico. Instead of just reading code, you get the complete circuit diagram and the exact script to run. This is useful because it breaks down complex electronics into small, doable wins. You move from basic lights to smart sensors quickly. The most surprising part is how fast you can go from zero to a working project. You do not need to be an expert to start.
π @hackernewsgithubprojects
100 Days 100 IoT Projects
The 100 Days 100 IoT Projects is the hands-on challenge that makes hardware programming feel like a daily habit. It is a guided journey where you build a new device every single day using simple boards like the ESP32 and Raspberry Pi Pico. Instead of just reading code, you get the complete circuit diagram and the exact script to run. This is useful because it breaks down complex electronics into small, doable wins. You move from basic lights to smart sensors quickly. The most surprising part is how fast you can go from zero to a working project. You do not need to be an expert to start.
π @hackernewsgithubprojects
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π¦ naryuki/dextop
Dextop: Turn Your Phone Into a Desktop
Turn your smartphone into a full desktop computer without touching a single setting. Dextop is an open source app that hacks the hidden system capabilities of Android to create a virtual screen right on your phone. Instead of just mirroring a tablet layout, it builds a real windowed workspace where you can open, move, and resize multiple apps side by side, just like on a PC. It works by talking directly to the operating system to handle mouse movement, keyboard input, and window placement. This is particularly interesting because it lets you use a physical mouse and keyboard to drive a true desktop environment on a device designed for touch.
π @hackernewsgithubprojects
Dextop: Turn Your Phone Into a Desktop
Turn your smartphone into a full desktop computer without touching a single setting. Dextop is an open source app that hacks the hidden system capabilities of Android to create a virtual screen right on your phone. Instead of just mirroring a tablet layout, it builds a real windowed workspace where you can open, move, and resize multiple apps side by side, just like on a PC. It works by talking directly to the operating system to handle mouse movement, keyboard input, and window placement. This is particularly interesting because it lets you use a physical mouse and keyboard to drive a true desktop environment on a device designed for touch.
π @hackernewsgithubprojects
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π¦ tianma-if/edgeever
EdgeEver: Your Free, AI-Powered Notes App
EdgeEver is the self-hosted notes app that finally gives your AI agent the keys to your brain. It is an open source alternative to Evernote that you can run on the free tier of Cloudflare or your own hardware using Docker. The coolest part is that it natively supports the Model Context Protocol, which means your favorite AI assistant can read, search, and organize your notes directly without any paid add-ons. It is not just a digital notebook, but a workspace where your data stays yours and your AI tools work alongside you.
π @hackernewsgithubprojects
EdgeEver: Your Free, AI-Powered Notes App
EdgeEver is the self-hosted notes app that finally gives your AI agent the keys to your brain. It is an open source alternative to Evernote that you can run on the free tier of Cloudflare or your own hardware using Docker. The coolest part is that it natively supports the Model Context Protocol, which means your favorite AI assistant can read, search, and organize your notes directly without any paid add-ons. It is not just a digital notebook, but a workspace where your data stays yours and your AI tools work alongside you.
π @hackernewsgithubprojects
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π¦ leemysw/yovoice
Yovoice: Local Voice Cloning
Yovoice is the local voice tool that lets you clone any voice without touching the cloud. It runs entirely on your own computer, meaning no monthly fees, no data privacy risks, and no waiting on a server. The real magic is that you can type a sentence, pick a voice from your library, and even adjust the emotion of the delivery, all processed right on your machine. It supports both Mac and Windows, giving creators total control over their audio. If you want to make voiceovers that sound natural and stay completely private, this is the open-source project to watch.
π @hackernewsgithubprojects
Yovoice: Local Voice Cloning
Yovoice is the local voice tool that lets you clone any voice without touching the cloud. It runs entirely on your own computer, meaning no monthly fees, no data privacy risks, and no waiting on a server. The real magic is that you can type a sentence, pick a voice from your library, and even adjust the emotion of the delivery, all processed right on your machine. It supports both Mac and Windows, giving creators total control over their audio. If you want to make voiceovers that sound natural and stay completely private, this is the open-source project to watch.
π @hackernewsgithubprojects