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π¦ thousandflowers/skillreaper
Skillreaper Finds Your Dead AI Skills
One percent of the tools in your AI agent stack are actually used, while the other ninety-nine percent just sit there burning money. Skillreaper is a local tool that reads your real session transcripts to prove exactly which skills, servers, and subagents are dead weight. It scans your local data without uploading anything, identifying items that never fire so you can prune them and stop paying for useless context. This is about reclaiming your budget and making your agent faster, not guessing. If you are paying for tokens that never do any work, this is the fix.
π° https://news.ycombinator.com/item?id=49168519
π @hackernewsgithubprojects
Skillreaper Finds Your Dead AI Skills
One percent of the tools in your AI agent stack are actually used, while the other ninety-nine percent just sit there burning money. Skillreaper is a local tool that reads your real session transcripts to prove exactly which skills, servers, and subagents are dead weight. It scans your local data without uploading anything, identifying items that never fire so you can prune them and stop paying for useless context. This is about reclaiming your budget and making your agent faster, not guessing. If you are paying for tokens that never do any work, this is the fix.
π° https://news.ycombinator.com/item?id=49168519
π @hackernewsgithubprojects
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π¦ opencyvis/opencyvis-phone
OpenCyvis: The AI Phone That Works In The Background
OpenCyvis is the open-source AI phone that finally lets you keep using your device while the AI works on it. Unlike commercial AI assistants that lock your screen to perform tasks, this project uses a virtual display to run tasks in the background. You can ask it to book a flight or reply to messages, and it handles the taps and typing on a hidden layer while you continue browsing or watching videos. It is fully open source, meaning you can inspect the code, choose your own AI model, and even run everything locally so no data leaves your device.
π° https://news.ycombinator.com/item?id=49381419
π @hackernewsgithubprojects
OpenCyvis: The AI Phone That Works In The Background
OpenCyvis is the open-source AI phone that finally lets you keep using your device while the AI works on it. Unlike commercial AI assistants that lock your screen to perform tasks, this project uses a virtual display to run tasks in the background. You can ask it to book a flight or reply to messages, and it handles the taps and typing on a hidden layer while you continue browsing or watching videos. It is fully open source, meaning you can inspect the code, choose your own AI model, and even run everything locally so no data leaves your device.
π° https://news.ycombinator.com/item?id=49381419
π @hackernewsgithubprojects
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π¦ elie222/botdirectory.ai
BotDirectory.ai: The App Store for AI Agents
BotDirectory.ai lets you copy and paste ready-made prompts to turn your favorite AI agent into a scheduled assistant that actually works for you. Instead of spending hours figuring out how to code a bot to manage your inbox or track your competitors, you just find a prompt on this site, paste it in, and the agent walks you through the setup. It is essentially a directory of hundreds of pre-built bots for tasks like email triage, sales follow-ups, and even grocery planning, all written by a community of developers. This solves the problem of knowing what your AI can do but not knowing how to tell it to do it.
π @hackernewsgithubprojects
BotDirectory.ai: The App Store for AI Agents
BotDirectory.ai lets you copy and paste ready-made prompts to turn your favorite AI agent into a scheduled assistant that actually works for you. Instead of spending hours figuring out how to code a bot to manage your inbox or track your competitors, you just find a prompt on this site, paste it in, and the agent walks you through the setup. It is essentially a directory of hundreds of pre-built bots for tasks like email triage, sales follow-ups, and even grocery planning, all written by a community of developers. This solves the problem of knowing what your AI can do but not knowing how to tell it to do it.
π @hackernewsgithubprojects
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π¦ sk2andy/candy-browser
Candy Browser: Your Phone's Web, On Your Terms
Take control of your mobile web experience by building a browser that listens to your fingers, not just your taps. Candy Browser is an Android app designed to feel intuitive and private, stripping away the noise so you can focus on what you actually read. The standout feature is its gesture-first interface, where swipes and drags replace clumsy buttons for navigating tabs and pages. It handles privacy locally, blocking ads and tracking scripts right on your device without sending data anywhere else. This means faster loading speeds and a cleaner feed, all wrapped in a modern, expressive design that feels fast and responsive.
π @hackernewsgithubprojects
Candy Browser: Your Phone's Web, On Your Terms
Take control of your mobile web experience by building a browser that listens to your fingers, not just your taps. Candy Browser is an Android app designed to feel intuitive and private, stripping away the noise so you can focus on what you actually read. The standout feature is its gesture-first interface, where swipes and drags replace clumsy buttons for navigating tabs and pages. It handles privacy locally, blocking ads and tracking scripts right on your device without sending data anywhere else. This means faster loading speeds and a cleaner feed, all wrapped in a modern, expressive design that feels fast and responsive.
π @hackernewsgithubprojects
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π¦ diyanbogdanov/emend
Emend Proves AI Code Fixes Actually Work
Emend refuses to call a code migration fixed unless it can prove your software still compiles and your tests pass. When you bump a dependency version, standard tools often just guess and break things silently. This project compares the technical documentation of your old and new packages to find exactly which lines of your code are affected. It then uses an AI to fix those specific lines in a safe, temporary environment. Before accepting the changes, it runs your tests again. If anything still fails or the behavior changes, it discards the work and tells you it could not fix it.
π° https://news.ycombinator.com/item?id=49297331
π @hackernewsgithubprojects
Emend Proves AI Code Fixes Actually Work
Emend refuses to call a code migration fixed unless it can prove your software still compiles and your tests pass. When you bump a dependency version, standard tools often just guess and break things silently. This project compares the technical documentation of your old and new packages to find exactly which lines of your code are affected. It then uses an AI to fix those specific lines in a safe, temporary environment. Before accepting the changes, it runs your tests again. If anything still fails or the behavior changes, it discards the work and tells you it could not fix it.
π° https://news.ycombinator.com/item?id=49297331
π @hackernewsgithubprojects
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π¦ josejuanqm/docky
Docky Redesigns Your Mac's Dock
Docky is the dock replacement that finally makes your Mac's dock feel modern and flexible. It solves a simple but persistent problem: Apple's system dock has barely changed in years, leaving power users with limited options to customize how they launch apps and manage windows. Docky lets you completely redesign your dock with widgets, custom layouts, and a live window switcher that shows real previews. The standout feature is its ability to integrate widgets directly into the dock strip, so you can see calendar events, battery status, or music controls without leaving your workflow. It is free, open source, and built natively for both Apple Silicon and Intel Macs.
π @hackernewsgithubprojects
Docky Redesigns Your Mac's Dock
Docky is the dock replacement that finally makes your Mac's dock feel modern and flexible. It solves a simple but persistent problem: Apple's system dock has barely changed in years, leaving power users with limited options to customize how they launch apps and manage windows. Docky lets you completely redesign your dock with widgets, custom layouts, and a live window switcher that shows real previews. The standout feature is its ability to integrate widgets directly into the dock strip, so you can see calendar events, battery status, or music controls without leaving your workflow. It is free, open source, and built natively for both Apple Silicon and Intel Macs.
π @hackernewsgithubprojects
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π¦ google-gemma/awesome-gemma
Awesome Gemma: The Ultimate Map to Google's Open Models
Run Googleβs powerful open models on anything from your pocket to a satellite orbiting Earth, and Awesome Gemma is your map to do exactly that. It cuts through the noise of thousands of tools by organizing everything into one clean, community-driven list. You get direct paths to fine-tune scripts, run the models locally on your own hardware, or deploy them in the cloud, all without hunting through scattered forums. The coolest part? People are using these lightweight models to detect car damage, translate ancient languages, and even analyze satellite photos from space.
π @hackernewsgithubprojects
Awesome Gemma: The Ultimate Map to Google's Open Models
Run Googleβs powerful open models on anything from your pocket to a satellite orbiting Earth, and Awesome Gemma is your map to do exactly that. It cuts through the noise of thousands of tools by organizing everything into one clean, community-driven list. You get direct paths to fine-tune scripts, run the models locally on your own hardware, or deploy them in the cloud, all without hunting through scattered forums. The coolest part? People are using these lightweight models to detect car damage, translate ancient languages, and even analyze satellite photos from space.
π @hackernewsgithubprojects
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π¦ terminator-ssh/terminator-desktop
The SSH Client That Owns Your Data
Terminator is the SSH client that keeps your server keys private even when they sync. Most cloud terminal tools send your sensitive connection details to a third-party server, leaving you vulnerable. Terminator flips the script by encrypting all your data locally before it ever touches a wire. You can run your own sync server if you want, but the app works perfectly offline, meaning no one else ever sees your keys. It is a tiny, lightweight binary that runs on Windows, Mac, and Linux, giving you a fast, secure way to manage hosts without handing over the keys to the cloud.
π @hackernewsgithubprojects
The SSH Client That Owns Your Data
Terminator is the SSH client that keeps your server keys private even when they sync. Most cloud terminal tools send your sensitive connection details to a third-party server, leaving you vulnerable. Terminator flips the script by encrypting all your data locally before it ever touches a wire. You can run your own sync server if you want, but the app works perfectly offline, meaning no one else ever sees your keys. It is a tiny, lightweight binary that runs on Windows, Mac, and Linux, giving you a fast, secure way to manage hosts without handing over the keys to the cloud.
π @hackernewsgithubprojects
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π¦ commandcodeai/slash-design-showcase
Slash Design Showcase: Which AI Has Better Taste?
Stop guessing which AI model has the best eye for design. This open-source project is a massive collection of receipts, where developers took the same creative prompt and ran it through over a dozen different large language models. The result is a side-by-side gallery of working games and websites, built entirely by these AIs without human coding. Itβs not just about seeing which model writes the most code, but which one actually produces something that looks and feels good. You can dig through the files to see how models like Opus, GPT, and Gemini handle specific tasks like building a 3D earth or a racing game.
π @hackernewsgithubprojects
Slash Design Showcase: Which AI Has Better Taste?
Stop guessing which AI model has the best eye for design. This open-source project is a massive collection of receipts, where developers took the same creative prompt and ran it through over a dozen different large language models. The result is a side-by-side gallery of working games and websites, built entirely by these AIs without human coding. Itβs not just about seeing which model writes the most code, but which one actually produces something that looks and feels good. You can dig through the files to see how models like Opus, GPT, and Gemini handle specific tasks like building a 3D earth or a racing game.
π @hackernewsgithubprojects
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π¦ mjoyufull/fsel
fsel: The All-In-One Terminal Launcher
Pull up your favorite app without touching your mouse, right inside your terminal. Fsel is a fast text-based launcher that scans your system for everything you have installed, letting you jump into Firefox or your code editor with just a few keystrokes. It really shines because it acts as a smart filter that learns from your habits. The more you use an app, the higher it climbs in the list, so you stop hunting for things you use daily. It even works as a drop-in replacement for your old menu tools, meaning your existing shortcuts just keep working.
π @hackernewsgithubprojects
fsel: The All-In-One Terminal Launcher
Pull up your favorite app without touching your mouse, right inside your terminal. Fsel is a fast text-based launcher that scans your system for everything you have installed, letting you jump into Firefox or your code editor with just a few keystrokes. It really shines because it acts as a smart filter that learns from your habits. The more you use an app, the higher it climbs in the list, so you stop hunting for things you use daily. It even works as a drop-in replacement for your old menu tools, meaning your existing shortcuts just keep working.
π @hackernewsgithubprojects
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π¦ accio-org/commerceagentbench
The Benchmark That Simulates Real Online Stores
Commerce Agent Bench is the test suite that finally proves AI agents can handle real store management. It builds fully working copies of platforms like Shopify and Amazon, letting software agents publish products, fix invoices, and manage inventory without breaking anything. This solves the problem of testing long, multi-step tasks in safe, repeatable environments that actually behave like the real world. It matters because it shows exactly how well these tools perform when the stakes are high and the steps are long. Use it to see if your agent is ready for the grind.
π @hackernewsgithubprojects
The Benchmark That Simulates Real Online Stores
Commerce Agent Bench is the test suite that finally proves AI agents can handle real store management. It builds fully working copies of platforms like Shopify and Amazon, letting software agents publish products, fix invoices, and manage inventory without breaking anything. This solves the problem of testing long, multi-step tasks in safe, repeatable environments that actually behave like the real world. It matters because it shows exactly how well these tools perform when the stakes are high and the steps are long. Use it to see if your agent is ready for the grind.
π @hackernewsgithubprojects
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π¦ hackerest/pwneye
pwneye: The Tool That Makes Hacking Security Cameras Easy
This tool can literally type a message onto a live video feed from a physical security camera. Pwneye is a command line utility for security professionals who need to test the defenses of network video systems. It handles the messy work of finding cameras on a local network and figuring out which brand they are. The standout feature is its ability to use standard camera management protocols to not just view the feed, but to write text directly onto the screen to prove a vulnerability. It even remembers how to undo the change later so you can restore the original settings.
π° https://news.ycombinator.com/item?id=47837626
π @hackernewsgithubprojects
pwneye: The Tool That Makes Hacking Security Cameras Easy
This tool can literally type a message onto a live video feed from a physical security camera. Pwneye is a command line utility for security professionals who need to test the defenses of network video systems. It handles the messy work of finding cameras on a local network and figuring out which brand they are. The standout feature is its ability to use standard camera management protocols to not just view the feed, but to write text directly onto the screen to prove a vulnerability. It even remembers how to undo the change later so you can restore the original settings.
π° https://news.ycombinator.com/item?id=47837626
π @hackernewsgithubprojects
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π¦ roman-16/proton-cli
Proton CLI: Your Entire Proton Account in the Terminal
One static binary replaces your entire web browser workflow for Proton Mail, Drive, Calendar, Pass, and Contacts. This project handles end-to-end encryption locally on your machine, meaning your secret keys never leave your computer and your password never touches Protonβs servers during the login process. It is designed specifically for people who script their workflows, allowing you to pipe data directly into commands, automate backups with cron jobs, and manage encrypted files without ever opening a web interface. Because it mirrors the exact encryption logic used by official apps, it maintains full security while giving developers the raw, scriptable power of a terminal tool.
π @hackernewsgithubprojects
Proton CLI: Your Entire Proton Account in the Terminal
One static binary replaces your entire web browser workflow for Proton Mail, Drive, Calendar, Pass, and Contacts. This project handles end-to-end encryption locally on your machine, meaning your secret keys never leave your computer and your password never touches Protonβs servers during the login process. It is designed specifically for people who script their workflows, allowing you to pipe data directly into commands, automate backups with cron jobs, and manage encrypted files without ever opening a web interface. Because it mirrors the exact encryption logic used by official apps, it maintains full security while giving developers the raw, scriptable power of a terminal tool.
π @hackernewsgithubprojects
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π¦ 1mrnewton/cutlass
Cutlass: The Video Editor That Takes Orders
Cutlass is an open-source video editor where you can just say what you want, like 'cut out the silence,' and it handles the rest. Itβs built in Rust, so itβs fast and runs locally without needing a cloud subscription. The coolest part? The AI assistant doesnβt just guess; it applies edits using the same standard commands as the timeline, meaning every change is visible, reviewable, and easily undone if you mess up. Itβs currently in early alpha, so expect some rough edges, but the core editing loop is solid.
π @hackernewsgithubprojects
Cutlass: The Video Editor That Takes Orders
Cutlass is an open-source video editor where you can just say what you want, like 'cut out the silence,' and it handles the rest. Itβs built in Rust, so itβs fast and runs locally without needing a cloud subscription. The coolest part? The AI assistant doesnβt just guess; it applies edits using the same standard commands as the timeline, meaning every change is visible, reviewable, and easily undone if you mess up. Itβs currently in early alpha, so expect some rough edges, but the core editing loop is solid.
π @hackernewsgithubprojects
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π¦ paulsp94/omacosy
omacosy: The Tiling Desktop for Mac
Your Mac just stopped feeling like a Mac and started feeling like a power tool. omacosy is a desktop environment that turns macOS into a tiling workspace with a real Super key, letting you fly through windows using trackpad swipes instead of hunting for mouse clicks. It solves the problem of macOS clutter by automatically arranging apps in a dynamic grid, so you never have to drag a window again. The coolest part is how it handles focus; your cursor simply points to any app to activate it, and the whole system idles at just one hundred and fifty-seven megabytes of memory.
π° https://news.ycombinator.com/item?id=49374830
π @hackernewsgithubprojects
omacosy: The Tiling Desktop for Mac
Your Mac just stopped feeling like a Mac and started feeling like a power tool. omacosy is a desktop environment that turns macOS into a tiling workspace with a real Super key, letting you fly through windows using trackpad swipes instead of hunting for mouse clicks. It solves the problem of macOS clutter by automatically arranging apps in a dynamic grid, so you never have to drag a window again. The coolest part is how it handles focus; your cursor simply points to any app to activate it, and the whole system idles at just one hundred and fifty-seven megabytes of memory.
π° https://news.ycombinator.com/item?id=49374830
π @hackernewsgithubprojects
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π¦ glitch-gaming-platform/ai-prompts-for-game-development
The Secret Order for AI Game Devs
AI Prompts for Game Development is the prompt sequence that finally stops your AI from rewriting your whole codebase every time you ask for a new feature. Most people just feed the AI random ideas and end up with messy, duplicated code that breaks everything. This repository gives you the exact, step-by-step prompts to build a game properly, ensuring the AI remembers its previous decisions instead of forgetting them. It saves you massive amounts of time and token costs by keeping your project organized from day one. The best part is seeing a full, playable game prototype come together in just two days.
π° https://news.ycombinator.com/item?id=49288582
π @hackernewsgithubprojects
The Secret Order for AI Game Devs
AI Prompts for Game Development is the prompt sequence that finally stops your AI from rewriting your whole codebase every time you ask for a new feature. Most people just feed the AI random ideas and end up with messy, duplicated code that breaks everything. This repository gives you the exact, step-by-step prompts to build a game properly, ensuring the AI remembers its previous decisions instead of forgetting them. It saves you massive amounts of time and token costs by keeping your project organized from day one. The best part is seeing a full, playable game prototype come together in just two days.
π° https://news.ycombinator.com/item?id=49288582
π @hackernewsgithubprojects
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π¦ mondaycom/hatcha
HATCHA: The CAPTCHA for AI Agents
HATCHA flips the CAPTCHA concept on its head by proving you are not human, making it the perfect gatekeeper for AI agents in an era where bots mimic people. Instead of showing you distorted letters, it throws out brutal math problems, like multiplying five-digit numbers or reversing long strings, which computers solve instantly but humans find maddening. This open-source tool from Monday.com lets you verify AI access without needing a database, using simple cryptographic tokens to keep everything secure and stateless. If you are building tools that talk to AI, this is how you make sure the agent is actually smart enough to get in.
π° https://news.ycombinator.com/item?id=48685677
π @hackernewsgithubprojects
HATCHA: The CAPTCHA for AI Agents
HATCHA flips the CAPTCHA concept on its head by proving you are not human, making it the perfect gatekeeper for AI agents in an era where bots mimic people. Instead of showing you distorted letters, it throws out brutal math problems, like multiplying five-digit numbers or reversing long strings, which computers solve instantly but humans find maddening. This open-source tool from Monday.com lets you verify AI access without needing a database, using simple cryptographic tokens to keep everything secure and stateless. If you are building tools that talk to AI, this is how you make sure the agent is actually smart enough to get in.
π° https://news.ycombinator.com/item?id=48685677
π @hackernewsgithubprojects
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π¦ doby-xu/witheveryone
WithEveryone: Group Photos That Actually Know Who Is Who
WithEveryone can generate a single, coherent photo of five to ten people while making sure every specific face stays exactly who it is. Most group generators today blur identities together, creating a jumbled mess where you cannot tell who is who, but this new research project solves that by assigning a dedicated token to each person and planning their layout before drawing a single pixel. It actively supervises the right face in the right spot, so the result looks like a real group shot rather than a distorted collage. An open source version is currently in training, so the full tools are on the way.
π @hackernewsgithubprojects
WithEveryone: Group Photos That Actually Know Who Is Who
WithEveryone can generate a single, coherent photo of five to ten people while making sure every specific face stays exactly who it is. Most group generators today blur identities together, creating a jumbled mess where you cannot tell who is who, but this new research project solves that by assigning a dedicated token to each person and planning their layout before drawing a single pixel. It actively supervises the right face in the right spot, so the result looks like a real group shot rather than a distorted collage. An open source version is currently in training, so the full tools are on the way.
π @hackernewsgithubprojects
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π¦ awslabs/keys_values
How Keys Values Beats Memory Limits
Keys Values lets large AI models process massive amounts of text without running out of memory. This AWS open-source tool acts like a smart filter for the model's working memory, keeping only the most important details while discarding the rest. Instead of forcing your computer to hold every single word it has ever read, it dynamically decides which pieces of information matter for the current task. This means you can fine-tune powerful models on long documents using standard hardware that would otherwise crash under the weight of data. It turns a massive memory bottleneck into a manageable calculation, making advanced AI training accessible to more researchers and developers.
π @hackernewsgithubprojects
How Keys Values Beats Memory Limits
Keys Values lets large AI models process massive amounts of text without running out of memory. This AWS open-source tool acts like a smart filter for the model's working memory, keeping only the most important details while discarding the rest. Instead of forcing your computer to hold every single word it has ever read, it dynamically decides which pieces of information matter for the current task. This means you can fine-tune powerful models on long documents using standard hardware that would otherwise crash under the weight of data. It turns a massive memory bottleneck into a manageable calculation, making advanced AI training accessible to more researchers and developers.
π @hackernewsgithubprojects
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π¦ solerezhang/gc-opd
GC-OPD: Making AI Reasoning Sharper on Long Tasks
GC-OPD makes small AI models reason better on long documents by fixing how they learn from mistakes. Instead of just copying a teacherβs answers, it uses a clever scoring system that weighs the teacherβs advice against a strict checker. This helps the model understand exactly which words in a long answer were wrong and why. By balancing these two signals, the model learns to be more accurate without needing massive amounts of compute. Itβs a smart, efficient way to boost performance for complex tasks like answering questions from huge documents. If youβre working with AI on long text, this method could save you time and improve your results.
π @hackernewsgithubprojects
GC-OPD: Making AI Reasoning Sharper on Long Tasks
GC-OPD makes small AI models reason better on long documents by fixing how they learn from mistakes. Instead of just copying a teacherβs answers, it uses a clever scoring system that weighs the teacherβs advice against a strict checker. This helps the model understand exactly which words in a long answer were wrong and why. By balancing these two signals, the model learns to be more accurate without needing massive amounts of compute. Itβs a smart, efficient way to boost performance for complex tasks like answering questions from huge documents. If youβre working with AI on long text, this method could save you time and improve your results.
π @hackernewsgithubprojects