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π¦ google-gemma/gemma-translator
Gemma Translator
Turn a Raspberry Pi into a pocket-sized voice translator that works completely offline. You hold a key to record a phrase, and the device instantly listens, translates it into the other personβs language, and speaks it back in real time. It runs the heavy lifting locally using Gemma and speech models, so there is no cloud needed and no internet connection required. The interface looks like a retro terminal, designed specifically for small screens where two people can sit face to face and chat across different languages. It is a clever, self-contained hack for breaking down language barriers anywhere.
π° https://news.ycombinator.com/item?id=49202123
π @hackernewsgithubprojects
Gemma Translator
Turn a Raspberry Pi into a pocket-sized voice translator that works completely offline. You hold a key to record a phrase, and the device instantly listens, translates it into the other personβs language, and speaks it back in real time. It runs the heavy lifting locally using Gemma and speech models, so there is no cloud needed and no internet connection required. The interface looks like a retro terminal, designed specifically for small screens where two people can sit face to face and chat across different languages. It is a clever, self-contained hack for breaking down language barriers anywhere.
π° https://news.ycombinator.com/item?id=49202123
π @hackernewsgithubprojects
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π¦ webfuse-com/awesome-claude
Awesome Claude: The Ultimate Guide Collection
Awesome Claude is a curated collection of everything related to the Claude AI assistant. It gathers official Anthropic resources, developer tools, community guides, and helpful extensions into one easy-to-find list. Instead of hunting across the web for coding tips or model comparisons, you get a single, organized directory covering everything from beginner courses to advanced coding agents. It is a simple, free resource for anyone wanting to learn how to work better with Claude. Check it out if you want to speed up your workflow today.
π @hackernewsgithubprojects
Awesome Claude: The Ultimate Guide Collection
Awesome Claude is a curated collection of everything related to the Claude AI assistant. It gathers official Anthropic resources, developer tools, community guides, and helpful extensions into one easy-to-find list. Instead of hunting across the web for coding tips or model comparisons, you get a single, organized directory covering everything from beginner courses to advanced coding agents. It is a simple, free resource for anyone wanting to learn how to work better with Claude. Check it out if you want to speed up your workflow today.
π @hackernewsgithubprojects
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π¦ pinchtodebug/everythingquicksearch
Everything Quick Search
Everything Quick Search is the Windows launcher that finally bridges the gap between file hunting and app launching, turning your desktop into one unified search bar. Instead of juggling separate tools for finding files and opening programs, it taps into the lightning-fast Everything engine to index your entire drive and present results in a single, clean window. You can toggle regex filtering to hunt down complex file patterns, navigate with simple keyboard shortcuts, and instantly open whatever you need without leaving the search interface. It is a brilliant way to reclaim your workflow, making file management as fast and fluid as launching an app.
π @hackernewsgithubprojects
Everything Quick Search
Everything Quick Search is the Windows launcher that finally bridges the gap between file hunting and app launching, turning your desktop into one unified search bar. Instead of juggling separate tools for finding files and opening programs, it taps into the lightning-fast Everything engine to index your entire drive and present results in a single, clean window. You can toggle regex filtering to hunt down complex file patterns, navigate with simple keyboard shortcuts, and instantly open whatever you need without leaving the search interface. It is a brilliant way to reclaim your workflow, making file management as fast and fluid as launching an app.
π @hackernewsgithubprojects
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π¦ guqiong96/lvllm
LvLLM Runs Huge AI Models on Your CPU
LvLLM lets you run massive AI models that usually need expensive graphics cards by cleverly using your computerβs regular memory and processor. It splits the workload so the graphics card handles some tasks while the central processor handles the rest. This hybrid approach means you can run huge language models without needing a room full of GPUs. It is a special tweak for the popular vLLM engine that balances the load across your hardware. If you are running out of graphics memory, this project is a clever way to keep your AI running smoothly on the hardware you already own.
π @hackernewsgithubprojects
LvLLM Runs Huge AI Models on Your CPU
LvLLM lets you run massive AI models that usually need expensive graphics cards by cleverly using your computerβs regular memory and processor. It splits the workload so the graphics card handles some tasks while the central processor handles the rest. This hybrid approach means you can run huge language models without needing a room full of GPUs. It is a special tweak for the popular vLLM engine that balances the load across your hardware. If you are running out of graphics memory, this project is a clever way to keep your AI running smoothly on the hardware you already own.
π @hackernewsgithubprojects
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π¦ gundulabs/gaze
Gaze: Face Unlock for Linux
Gaze is the facial recognition system that finally lets you log into Linux with a glance. Most Linux users are stuck typing passwords or relying on fingerprints, but this tool turns your standard webcam into a secure biometric scanner. It runs entirely on your machine, capturing your face, building a local model, and verifying your identity without sending data to the cloud. The coolest part is how quietly it works in the background. You can simply look at your screen when you wake your laptop, and the system checks your face in milliseconds. If it matches, your session unlocks automatically.
π° https://news.ycombinator.com/item?id=49202832
π @hackernewsgithubprojects
Gaze: Face Unlock for Linux
Gaze is the facial recognition system that finally lets you log into Linux with a glance. Most Linux users are stuck typing passwords or relying on fingerprints, but this tool turns your standard webcam into a secure biometric scanner. It runs entirely on your machine, capturing your face, building a local model, and verifying your identity without sending data to the cloud. The coolest part is how quietly it works in the background. You can simply look at your screen when you wake your laptop, and the system checks your face in milliseconds. If it matches, your session unlocks automatically.
π° https://news.ycombinator.com/item?id=49202832
π @hackernewsgithubprojects
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π¦ reporails/cli
cli
cli is the diagnostic tool that finally grades your AI agentβs instruction manuals. Most developers just dump a massive instructions file and hope for the best, but this tool actually reads those rules and spots the confusing bits, contradictions, and missing details before they cause chaos. It checks everything against over a hundred different guidelines tailored for agents like Claude or Cursor, giving you a simple quality score and clear fixes. You run it, see what is broken, tweak your docs, and watch your score climb. It turns vague direction into clear, reliable code that agents can actually follow. Stop guessing and start building better instructions today.
π @hackernewsgithubprojects
cli
cli is the diagnostic tool that finally grades your AI agentβs instruction manuals. Most developers just dump a massive instructions file and hope for the best, but this tool actually reads those rules and spots the confusing bits, contradictions, and missing details before they cause chaos. It checks everything against over a hundred different guidelines tailored for agents like Claude or Cursor, giving you a simple quality score and clear fixes. You run it, see what is broken, tweak your docs, and watch your score climb. It turns vague direction into clear, reliable code that agents can actually follow. Stop guessing and start building better instructions today.
π @hackernewsgithubprojects
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π¦ open-mercato/cezar
Cezar: The AI Coding Team You Can Watch
Cezar is the coding agent orchestrator that finally lets you run a whole team of AIs in parallel without babysitting them. Type a task, pick a backend like Claude or Codex, and watch it execute live in your browser while it builds isolated copies of your code to avoid conflicts. You can queue up multiple jobs to run autonomously and even compare different AI attempts side by side to pick the best result. It runs locally or on a cheap server so you can fix issues on GitHub while you are away.
π° https://news.ycombinator.com/item?id=49194719
π @hackernewsgithubprojects
Cezar: The AI Coding Team You Can Watch
Cezar is the coding agent orchestrator that finally lets you run a whole team of AIs in parallel without babysitting them. Type a task, pick a backend like Claude or Codex, and watch it execute live in your browser while it builds isolated copies of your code to avoid conflicts. You can queue up multiple jobs to run autonomously and even compare different AI attempts side by side to pick the best result. It runs locally or on a cheap server so you can fix issues on GitHub while you are away.
π° https://news.ycombinator.com/item?id=49194719
π @hackernewsgithubprojects
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π¦ miaai-lab/unsloth-qwen3.6-35b-nvfp4-dgx-spark
Unsloth Qwen3.6 on DGX Spark
Unsloth Qwen3.6 on DGX Spark is the specialized server that runs a massive AI model at blazing speeds on NVIDIA's compact supercomputer. It packages the Qwen3.6 model into a ready-to-run container using a clever trick called mixed precision, which slices the AI into different memory styles to fit perfectly on the Spark hardware without choking the system. The real magic is a custom fix that forces the GPU to use its fastest math paths for specific tasks while automatically switching gears for the rest, preventing crashes that usually kill this kind of setup.
π @hackernewsgithubprojects
Unsloth Qwen3.6 on DGX Spark
Unsloth Qwen3.6 on DGX Spark is the specialized server that runs a massive AI model at blazing speeds on NVIDIA's compact supercomputer. It packages the Qwen3.6 model into a ready-to-run container using a clever trick called mixed precision, which slices the AI into different memory styles to fit perfectly on the Spark hardware without choking the system. The real magic is a custom fix that forces the GPU to use its fastest math paths for specific tasks while automatically switching gears for the rest, preventing crashes that usually kill this kind of setup.
π @hackernewsgithubprojects
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π¦ masterfuf/taktik-bot
Taktik Bot Automates Social Media on Real Android Devices
Taktik Bot is the social media automation tool that controls real Android phones to handle Instagram and TikTok tasks for you. Instead of hacking into official servers or risking your account with suspicious API calls, this software uses Python and Android debugging tools to physically interact with your phone. It acts like a digital pair of hands, automatically liking posts, sending direct messages, and scraping user data just as a human would while scrolling through the app. The real magic happens with its AI features, which can analyze user profiles to score their relevance and even write smart replies to incoming messages.
π @hackernewsgithubprojects
Taktik Bot Automates Social Media on Real Android Devices
Taktik Bot is the social media automation tool that controls real Android phones to handle Instagram and TikTok tasks for you. Instead of hacking into official servers or risking your account with suspicious API calls, this software uses Python and Android debugging tools to physically interact with your phone. It acts like a digital pair of hands, automatically liking posts, sending direct messages, and scraping user data just as a human would while scrolling through the app. The real magic happens with its AI features, which can analyze user profiles to score their relevance and even write smart replies to incoming messages.
π @hackernewsgithubprojects
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π¦ theamusing/perfectpixel
Perfect Pixel
Perfect Pixel turns messy, wobbly AI pixel art into crisp, clean grids by automatically finding the hidden pattern. Standard scaling just blurs everything, but this tool scans your image to spot the exact cell size and snaps the colors into perfect alignment. It even works with ComfyUI, so you can plug it right into your workflow. It is a quick fix for those frustratingly distorted pixel styles. Check it out.
π @hackernewsgithubprojects
Perfect Pixel
Perfect Pixel turns messy, wobbly AI pixel art into crisp, clean grids by automatically finding the hidden pattern. Standard scaling just blurs everything, but this tool scans your image to spot the exact cell size and snaps the colors into perfect alignment. It even works with ComfyUI, so you can plug it right into your workflow. It is a quick fix for those frustratingly distorted pixel styles. Check it out.
π @hackernewsgithubprojects
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π¦ demongatanjieu/anomalous_model_browser
Anomalous Model Browser: The Fix It All Plugin
Anomalous Model Browser fixes broken ComfyUI workflows instantly by scanning your local files and auto-repairing missing connections with a single click. This free, zero-dependency tool scans Civitai for metadata, builds a local gallery, and lets you drag and drop images directly onto your canvas to reload their workflows. It even includes a smart notebook that translates prompts and auto-wires compatible models and LoRAs for you. No more hunting for paths or guessing which files go where. You get a clean, side-docking interface that keeps your workspace tidy while handling the heavy lifting. It is the easiest way to manage models and never worry about broken links again.
π @hackernewsgithubprojects
Anomalous Model Browser: The Fix It All Plugin
Anomalous Model Browser fixes broken ComfyUI workflows instantly by scanning your local files and auto-repairing missing connections with a single click. This free, zero-dependency tool scans Civitai for metadata, builds a local gallery, and lets you drag and drop images directly onto your canvas to reload their workflows. It even includes a smart notebook that translates prompts and auto-wires compatible models and LoRAs for you. No more hunting for paths or guessing which files go where. You get a clean, side-docking interface that keeps your workspace tidy while handling the heavy lifting. It is the easiest way to manage models and never worry about broken links again.
π @hackernewsgithubprojects
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π¦ tajd/economist-style-guide-plugin
Economist Style Guide Plugin
Tom Dickson has built a Claude Code plugin that edits your writing to match The Economist's editorial standards, focusing on clarity, precision, and brevity. It automatically detects vague language like "significant" or "many," and flags passive voice, suggesting active alternatives instead. The tool also respects your existing dialect, so it will not force British or American spelling, matching the document's existing conventions instead. It checks for common errors like affect and effect, ensures numbers are formatted correctly, and removes filler words that clutter your message. This helps technical writers and marketers produce sharper, more professional content without needing to memorize complex style rules.
π° https://news.ycombinator.com/item?id=49117510
π @hackernewsgithubprojects
Economist Style Guide Plugin
Tom Dickson has built a Claude Code plugin that edits your writing to match The Economist's editorial standards, focusing on clarity, precision, and brevity. It automatically detects vague language like "significant" or "many," and flags passive voice, suggesting active alternatives instead. The tool also respects your existing dialect, so it will not force British or American spelling, matching the document's existing conventions instead. It checks for common errors like affect and effect, ensures numbers are formatted correctly, and removes filler words that clutter your message. This helps technical writers and marketers produce sharper, more professional content without needing to memorize complex style rules.
π° https://news.ycombinator.com/item?id=49117510
π @hackernewsgithubprojects
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π¦ lidangzzz/goal-driven
Goal-Driven
Build a self-driving coding system that runs for over a hundred hours without anyone touching the keyboard. This project uses a simple two-agent setup where a master agent constantly watches a worker agent solve hard math or coding tasks. The master checks every five minutes to see if the worker is still active or if the solution finally meets your strict success rules. If the worker gets stuck or quits, the master just spins up a fresh copy to keep going until the job is done.
π @hackernewsgithubprojects
Goal-Driven
Build a self-driving coding system that runs for over a hundred hours without anyone touching the keyboard. This project uses a simple two-agent setup where a master agent constantly watches a worker agent solve hard math or coding tasks. The master checks every five minutes to see if the worker is still active or if the solution finally meets your strict success rules. If the worker gets stuck or quits, the master just spins up a fresh copy to keep going until the job is done.
π @hackernewsgithubprojects
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π¦ adudeguyman/comfyui-fantastic-minimaxh3-promptbuilder
ComfyUI Fantastic MiniMax H3 Prompt Builder
Fix the messy prompt writing for MiniMax H3 video generation by using ComfyUI Fantastic MiniMax H3 Prompt Builder. This tool replaces the missing open-source rewriter with a guided editor that handles every prompt mode, from simple text to complex reference media. You get live error checking that flags bad shot timings or missing references before you even hit render, plus a drag-and-drop media loader that auto-generates those annoying tag numbers for you. Just click a thumbnail to insert a reference tag, and the builder handles the rest of the strict formatting MiniMax demands.
π @hackernewsgithubprojects
ComfyUI Fantastic MiniMax H3 Prompt Builder
Fix the messy prompt writing for MiniMax H3 video generation by using ComfyUI Fantastic MiniMax H3 Prompt Builder. This tool replaces the missing open-source rewriter with a guided editor that handles every prompt mode, from simple text to complex reference media. You get live error checking that flags bad shot timings or missing references before you even hit render, plus a drag-and-drop media loader that auto-generates those annoying tag numbers for you. Just click a thumbnail to insert a reference tag, and the builder handles the rest of the strict formatting MiniMax demands.
π @hackernewsgithubprojects
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π¦ accio-org/realreplicabench
RealReplicaBench: AI Benchmark for Long-Horizon Tasks
RealReplicaBench tests how well AI agents handle complex, multi-step tasks across dozens of real-world business environments. Instead of simple quizzes, this project provides high-fidelity, stateful replicas of services like Gmail, Slack, and Shopify, allowing developers to see if an AI can actually get work done. It solves a major problem in testing, which is that most benchmarks are too short or fake to show true capability. You can watch an AI navigate real documents, manage supplier lists, and handle procurement workflows just like a human would. This makes it a powerful tool for measuring whether artificial intelligence is ready for the heavy lifting of daily business operations.
π @hackernewsgithubprojects
RealReplicaBench: AI Benchmark for Long-Horizon Tasks
RealReplicaBench tests how well AI agents handle complex, multi-step tasks across dozens of real-world business environments. Instead of simple quizzes, this project provides high-fidelity, stateful replicas of services like Gmail, Slack, and Shopify, allowing developers to see if an AI can actually get work done. It solves a major problem in testing, which is that most benchmarks are too short or fake to show true capability. You can watch an AI navigate real documents, manage supplier lists, and handle procurement workflows just like a human would. This makes it a powerful tool for measuring whether artificial intelligence is ready for the heavy lifting of daily business operations.
π @hackernewsgithubprojects
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π¦ onetoken-oss/k3flight
K3 Flight: Running a Massive AI Model on a Laptop
K3 Flight lets you run a 2.8 trillion parameter AI model using only your computerβs CPU and about 55 gigabytes of RAM. Most people think you need a fancy graphics card to run big language models, but this project proves otherwise by keeping the massive 929 gigabyte file on your hard drive and only loading tiny pieces into memory as needed. It uses a clever scheduling system to pull just the right data for each step, making it possible to execute complex tasks on standard Linux hardware without expensive gear.
π @hackernewsgithubprojects
K3 Flight: Running a Massive AI Model on a Laptop
K3 Flight lets you run a 2.8 trillion parameter AI model using only your computerβs CPU and about 55 gigabytes of RAM. Most people think you need a fancy graphics card to run big language models, but this project proves otherwise by keeping the massive 929 gigabyte file on your hard drive and only loading tiny pieces into memory as needed. It uses a clever scheduling system to pull just the right data for each step, making it possible to execute complex tasks on standard Linux hardware without expensive gear.
π @hackernewsgithubprojects
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π¦ tristanbrotherton/openclaw-voice-call-realtime
OpenClaw Voice Call Realtime
Give your AI assistant a phone. This OpenClaw plugin connects Twilio and OpenAI Realtime so your assistant can place real calls, navigate IVR menus, and book reservations naturally. It presses phone keys, captures outcomes, and handles graceful hangups. The voice AI asks your local agent mid-call for calendar checks or smart home status, then relays the answer back to the caller. Every call gets a full transcript and summary. It solves the gap where AI can email but can't call the dry cleaner. Your assistant finally gets ears, a voice, and the judgment to hang up when the job is done.
π° https://news.ycombinator.com/item?id=48830588
π @hackernewsgithubprojects
OpenClaw Voice Call Realtime
Give your AI assistant a phone. This OpenClaw plugin connects Twilio and OpenAI Realtime so your assistant can place real calls, navigate IVR menus, and book reservations naturally. It presses phone keys, captures outcomes, and handles graceful hangups. The voice AI asks your local agent mid-call for calendar checks or smart home status, then relays the answer back to the caller. Every call gets a full transcript and summary. It solves the gap where AI can email but can't call the dry cleaner. Your assistant finally gets ears, a voice, and the judgment to hang up when the job is done.
π° https://news.ycombinator.com/item?id=48830588
π @hackernewsgithubprojects
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π¦ nkxx188/comfyui-minimaxh3-easy
ComfyUI-MiniMaxH3-Easy: One Input for All Media
ComfyUI-MiniMaxH3-Easy is the video generator that finally stops forcing you to wire up separate inputs for every image, video, and audio clip you want to use. It solves the messy node spaghetti problem by letting you dump multiple media files into a single port, automatically tracking their order and keeping things tidy. The real magic happens when you type an at sign to instantly pick a reference image or video from a popup, so you never have to manually type complex tags or worry about which file the AI is looking at.
π @hackernewsgithubprojects
ComfyUI-MiniMaxH3-Easy: One Input for All Media
ComfyUI-MiniMaxH3-Easy is the video generator that finally stops forcing you to wire up separate inputs for every image, video, and audio clip you want to use. It solves the messy node spaghetti problem by letting you dump multiple media files into a single port, automatically tracking their order and keeping things tidy. The real magic happens when you type an at sign to instantly pick a reference image or video from a popup, so you never have to manually type complex tags or worry about which file the AI is looking at.
π @hackernewsgithubprojects
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π¦ quickdrawjs/quickdraw
Quickdraw: The free infinite canvas whiteboard SDK
Quickdraw is the infinite-canvas whiteboard SDK that finally gives you a full drawing board without charging a single cent. Most whiteboard tools cost thousands annually or tie you to expensive licenses, but Quickdraw is open source and free for commercial use, even letting you remove its tiny badge with one line of code. It drops a polished editor into React, React Native, or plain JavaScript apps in seconds, offering pressure-sensitive ink, bendable arrows, and shapes that wobble like real hand drawings. The real magic is its data model: every stroke sends a simple JSON diff, making it trivial to sync boards across devices or save them to your database.
π @hackernewsgithubprojects
Quickdraw: The free infinite canvas whiteboard SDK
Quickdraw is the infinite-canvas whiteboard SDK that finally gives you a full drawing board without charging a single cent. Most whiteboard tools cost thousands annually or tie you to expensive licenses, but Quickdraw is open source and free for commercial use, even letting you remove its tiny badge with one line of code. It drops a polished editor into React, React Native, or plain JavaScript apps in seconds, offering pressure-sensitive ink, bendable arrows, and shapes that wobble like real hand drawings. The real magic is its data model: every stroke sends a simple JSON diff, making it trivial to sync boards across devices or save them to your database.
π @hackernewsgithubprojects
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π¦ freedomintelligence/awesome-economic-world-models
Awesome Economic World Models Explained
Awesome Economic World Models is the curated library that maps the future of economic simulation. It collects key research and tools to help you build AI agents that understand market dynamics. Instead of guessing, these models let machines predict how economies behave. It is useful because it organizes complex papers into clear levels of capability. You start with simple rules and move toward self-evolving digital twins. This repository is interesting because it shows how we can simulate entire economies rather than just reacting to data. It bridges the gap between abstract theory and practical machine learning. You get a roadmap for creating smarter financial AI.
π @hackernewsgithubprojects
Awesome Economic World Models Explained
Awesome Economic World Models is the curated library that maps the future of economic simulation. It collects key research and tools to help you build AI agents that understand market dynamics. Instead of guessing, these models let machines predict how economies behave. It is useful because it organizes complex papers into clear levels of capability. You start with simple rules and move toward self-evolving digital twins. This repository is interesting because it shows how we can simulate entire economies rather than just reacting to data. It bridges the gap between abstract theory and practical machine learning. You get a roadmap for creating smarter financial AI.
π @hackernewsgithubprojects