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π¦ nanako0129/pilotfish
pilotfish
Anthropic's latest tests show a smart orchestrator paired with cheap worker models delivers ninety-six percent of full-frontier performance for under half the cost. That is exactly what pilotfish automates for Claude Code. This clever zero-runtime configuration layers on top of your global settings, putting a premium model in your main session to handle the high-level planning while routing routine tasks like searching, mechanical edits, and test runs to cheaper subagents like Sonnet and Haiku. It even gates non-trivial work behind an independent verifier agent to catch errors before they hit your code. It is the ultimate way to stretch your weekly subscription limits.
π @hackernewsgithubprojects
pilotfish
Anthropic's latest tests show a smart orchestrator paired with cheap worker models delivers ninety-six percent of full-frontier performance for under half the cost. That is exactly what pilotfish automates for Claude Code. This clever zero-runtime configuration layers on top of your global settings, putting a premium model in your main session to handle the high-level planning while routing routine tasks like searching, mechanical edits, and test runs to cheaper subagents like Sonnet and Haiku. It even gates non-trivial work behind an independent verifier agent to catch errors before they hit your code. It is the ultimate way to stretch your weekly subscription limits.
π @hackernewsgithubprojects
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π¦ nytemodeonly/polyterm
polyterm
Track prediction markets directly from your command line without dealing with heavy web browsers or complex interfaces. This terminal application serves as a dedicated intelligence layer for Polymarket, turning raw data into actionable insights. Its standout feature is an arbitrage scanner that automatically matches prices between Polymarket and Kalshi, pointing out immediate discrepancies and guaranteed profit opportunities. You can easily analyze order books, calculate potential returns with built-in calculators, and monitor big-money whale wallets, all inside a beautifully structured interactive terminal screen. It is a completely view-only tool, keeping your personal keys safe while you research.
π @hackernewsgithubprojects
polyterm
Track prediction markets directly from your command line without dealing with heavy web browsers or complex interfaces. This terminal application serves as a dedicated intelligence layer for Polymarket, turning raw data into actionable insights. Its standout feature is an arbitrage scanner that automatically matches prices between Polymarket and Kalshi, pointing out immediate discrepancies and guaranteed profit opportunities. You can easily analyze order books, calculate potential returns with built-in calculators, and monitor big-money whale wallets, all inside a beautifully structured interactive terminal screen. It is a completely view-only tool, keeping your personal keys safe while you research.
π @hackernewsgithubprojects
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π¦ bysiber/cleardisk
ClearDisk
Your Mac is likely hiding up to five hundred gigabytes of forgotten developer caches, but a tiny tool called cleardisk can find and clear them in seconds. This lightweight, open-source macOS menu bar app monitors sixty-three different developer cache pathsβcovering everything from Xcode and npm to Docker and Cargo. It even scans your project folders for stale modules and build files, letting you safely reclaim massive amounts of SSD space by sending them straight to your trash. It is completely free, runs with zero dependencies, and never requests network access, giving you a private, clever way to keep your machine running light.
π @hackernewsgithubprojects
ClearDisk
Your Mac is likely hiding up to five hundred gigabytes of forgotten developer caches, but a tiny tool called cleardisk can find and clear them in seconds. This lightweight, open-source macOS menu bar app monitors sixty-three different developer cache pathsβcovering everything from Xcode and npm to Docker and Cargo. It even scans your project folders for stale modules and build files, letting you safely reclaim massive amounts of SSD space by sending them straight to your trash. It is completely free, runs with zero dependencies, and never requests network access, giving you a private, clever way to keep your machine running light.
π @hackernewsgithubprojects
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π¦ pwilkin/openmoss
OpenMOSS
Run voice cloning and high-quality speech synthesis entirely on your own local hardware using a single self-contained tool. With openmoss, you get a clean C++ translation of a massive audio model pipeline that runs directly on your computer without any complex external dependencies. This project packs a powerful language backbone and an advanced audio codec together, letting you generate realistic speech or copy a target voice using just a short reference audio file. It is incredibly efficient, producing ten seconds of natural speech in just four seconds on a standard graphics card. Grab this tool to run blazing fast local voice generation completely under your control.
π @hackernewsgithubprojects
OpenMOSS
Run voice cloning and high-quality speech synthesis entirely on your own local hardware using a single self-contained tool. With openmoss, you get a clean C++ translation of a massive audio model pipeline that runs directly on your computer without any complex external dependencies. This project packs a powerful language backbone and an advanced audio codec together, letting you generate realistic speech or copy a target voice using just a short reference audio file. It is incredibly efficient, producing ten seconds of natural speech in just four seconds on a standard graphics card. Grab this tool to run blazing fast local voice generation completely under your control.
π @hackernewsgithubprojects
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π¦ wassermanproductions/blockout
Blockout
AI video generators produce dramatically better clips when you hand them an unambiguous motion reference. Blockout is a clever desktop app that lets you stage grey-box 3D scenes, choreograph camera moves, and block out character paths using a simple timeline and physical marks. It is deliberately not a 3D art tool, focusing entirely on real-world optics, timing, and choreography. When you are done blocking, it exports a synchronized package of reference videos, depth passes, and tailored camera prompts that models like Veo, Kling, and Wan can follow precisely. It is a fantastic way to make sure your AI filmmaker workflow actually shoots the angle you wanted.
π @hackernewsgithubprojects
Blockout
AI video generators produce dramatically better clips when you hand them an unambiguous motion reference. Blockout is a clever desktop app that lets you stage grey-box 3D scenes, choreograph camera moves, and block out character paths using a simple timeline and physical marks. It is deliberately not a 3D art tool, focusing entirely on real-world optics, timing, and choreography. When you are done blocking, it exports a synchronized package of reference videos, depth passes, and tailored camera prompts that models like Veo, Kling, and Wan can follow precisely. It is a fantastic way to make sure your AI filmmaker workflow actually shoots the angle you wanted.
π @hackernewsgithubprojects
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π¦ rvp-group/gsolver
gsolver
The distributed mapping framework that seamlessly blends continuous-time trajectory estimation with decentralized message passing, gsolver is a powerful tool for robotics developers tackling complex spatial mapping tasks. Traditional robot mapping struggles when multiple machines need to coordinate or when camera shutters distort moving images. This project solves that by combining continuous-time motion models with localized belief propagation, letting robots update their maps cooperatively without a single centralized computer. The coolest part is that it offers fully continuous trajectories, meaning you can query the robot's exact position at any fractional millisecond. Check out gsolver to bring decentralized, real-time spatial mapping to your next robotics setup.
π @hackernewsgithubprojects
gsolver
The distributed mapping framework that seamlessly blends continuous-time trajectory estimation with decentralized message passing, gsolver is a powerful tool for robotics developers tackling complex spatial mapping tasks. Traditional robot mapping struggles when multiple machines need to coordinate or when camera shutters distort moving images. This project solves that by combining continuous-time motion models with localized belief propagation, letting robots update their maps cooperatively without a single centralized computer. The coolest part is that it offers fully continuous trajectories, meaning you can query the robot's exact position at any fractional millisecond. Check out gsolver to bring decentralized, real-time spatial mapping to your next robotics setup.
π @hackernewsgithubprojects
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π¦ zhou-weichen/geosubprobe
Geosubprobe
Geosubprobe is the diagnostic toolbox that finally reveals exactly how self-supervised vision models understand the physical, three-dimensional geometry of the images they see. Instead of treating these advanced vision models like black boxes, this tool trains specialized probes to dissect their internal layers and analyze how they represent spatial concepts like depth and surface angles across different datasets. By inserting targeted interventions directly into the model's internal subspaces, researchers can pinpoint where 3D awareness actually forms during training. It is an invaluable way to audit and compare different vision backbones to see which ones build the most accurate mental map of our physical world.
π @hackernewsgithubprojects
Geosubprobe
Geosubprobe is the diagnostic toolbox that finally reveals exactly how self-supervised vision models understand the physical, three-dimensional geometry of the images they see. Instead of treating these advanced vision models like black boxes, this tool trains specialized probes to dissect their internal layers and analyze how they represent spatial concepts like depth and surface angles across different datasets. By inserting targeted interventions directly into the model's internal subspaces, researchers can pinpoint where 3D awareness actually forms during training. It is an invaluable way to audit and compare different vision backbones to see which ones build the most accurate mental map of our physical world.
π @hackernewsgithubprojects
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π¦ yuzu-hub/appscreen
Appscreen
Appscreen is the browser-based design tool that finally makes creating gorgeous App Store screenshots incredibly simple. Instead of wrestling with complex graphic design software, you just drag and drop your raw app images directly into your browser. The coolest feature is its interactive 3D mode, which lets you wrap your screenshots around an iPhone mockup and tilt, rotate, or position it in 3D space with simple mouse drags. You can easily customize gradients, add polished text overlays, and even translate your marketing copy into multiple languages automatically using built-in AI. It is the perfect, hassle-free way to build professional app store graphics in minutes.
π @hackernewsgithubprojects
Appscreen
Appscreen is the browser-based design tool that finally makes creating gorgeous App Store screenshots incredibly simple. Instead of wrestling with complex graphic design software, you just drag and drop your raw app images directly into your browser. The coolest feature is its interactive 3D mode, which lets you wrap your screenshots around an iPhone mockup and tilt, rotate, or position it in 3D space with simple mouse drags. You can easily customize gradients, add polished text overlays, and even translate your marketing copy into multiple languages automatically using built-in AI. It is the perfect, hassle-free way to build professional app store graphics in minutes.
π @hackernewsgithubprojects
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π¦ mims-harvard/athena
Athena AI
Athena is the medical AI assistant that actually researches patient treatment decisions before answering. Instead of relying on raw memorization or guessing like typical chatbots, this system connects directly to a digital library of over two hundred validated biomedical databases and tools. When you ask a complex medical question, the agent takes a step-by-step approach, systematically looking up drug interactions, clinical warnings, and patient dosage guidelines to build its logic. It is so effective that it outperforms massive commercial AI models on treatment-planning tests. It is a fantastic tool for researchers wanting to see how specialized AI can safely reason through complex science.
π @hackernewsgithubprojects
Athena AI
Athena is the medical AI assistant that actually researches patient treatment decisions before answering. Instead of relying on raw memorization or guessing like typical chatbots, this system connects directly to a digital library of over two hundred validated biomedical databases and tools. When you ask a complex medical question, the agent takes a step-by-step approach, systematically looking up drug interactions, clinical warnings, and patient dosage guidelines to build its logic. It is so effective that it outperforms massive commercial AI models on treatment-planning tests. It is a fantastic tool for researchers wanting to see how specialized AI can safely reason through complex science.
π @hackernewsgithubprojects
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π¦ rohitg00/tailclaude
TailClaude
TailClaude is the secure bridge that finally frees Claude Code from the terminal and brings it straight to your web browser. Instead of squinting at SSH terminals on a tiny phone screen, this clever tool lets you publish your coding assistant interface to any device over a secure connection. You can instantly access a beautiful, touch-friendly UI complete with streaming markdown answers, model switching, and real-time cost tracking just by scanning a QR code on your terminal. It is the ultimate way to code on the go without sacrificing the visual comfort of a modern web application.
π @hackernewsgithubprojects
TailClaude
TailClaude is the secure bridge that finally frees Claude Code from the terminal and brings it straight to your web browser. Instead of squinting at SSH terminals on a tiny phone screen, this clever tool lets you publish your coding assistant interface to any device over a secure connection. You can instantly access a beautiful, touch-friendly UI complete with streaming markdown answers, model switching, and real-time cost tracking just by scanning a QR code on your terminal. It is the ultimate way to code on the go without sacrificing the visual comfort of a modern web application.
π @hackernewsgithubprojects
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π¦ shweta-mishra-ai/tokenmizer
Tokenmizer
Keep your AI assistant's memory alive across different chat sessions without wasting thousands of tokens. This local proxy sits between your favorite coding tools and any large language model to build a live knowledge graph of your project decisions. Instead of re-uploading massive files or re-explaining your code history every time you start a new chat, it compresses your context and saves your active decisions into a structured memory graph. You can resume an entire day's work using just a fraction of the usual context window, saving you time and keeping your API costs remarkably low.
π @hackernewsgithubprojects
Tokenmizer
Keep your AI assistant's memory alive across different chat sessions without wasting thousands of tokens. This local proxy sits between your favorite coding tools and any large language model to build a live knowledge graph of your project decisions. Instead of re-uploading massive files or re-explaining your code history every time you start a new chat, it compresses your context and saves your active decisions into a structured memory graph. You can resume an entire day's work using just a fraction of the usual context window, saving you time and keeping your API costs remarkably low.
π @hackernewsgithubprojects
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π¦ dgominski/treematch
Treematch
Counting millions of individual trees from space usually requires flawless, hand-labeled data that takes years for experts to create. A new framework called treematch changes this by using mathematical optimal transport to train AI models on a mix of highly accurate expert maps and highly imperfect, noisy computer-generated guesses. By applying a smart slack mechanism, the algorithm automatically down-weights the noisy labels, meaning it can ingest massive satellite datasets without being thrown off by errors. This opens the door to tracking global forest health and carbon capture on a massive scale using easily accessible satellite imagery.
π @hackernewsgithubprojects
Treematch
Counting millions of individual trees from space usually requires flawless, hand-labeled data that takes years for experts to create. A new framework called treematch changes this by using mathematical optimal transport to train AI models on a mix of highly accurate expert maps and highly imperfect, noisy computer-generated guesses. By applying a smart slack mechanism, the algorithm automatically down-weights the noisy labels, meaning it can ingest massive satellite datasets without being thrown off by errors. This opens the door to tracking global forest health and carbon capture on a massive scale using easily accessible satellite imagery.
π @hackernewsgithubprojects
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π¦ wassermanproductions/motion-previs-studio
Motion Previs Studio
Motion Previs Studio is the open-source desktop app that extracts perfectly clean camera movement and actor poses from any video clip. If you are experimenting with AI-video pipelines, you know how hard it is to get consistent control layers. This app runs completely locally to solve camera tracking while smart-masking out the subject, meaning you get the exact background camera pan or tilt separated from the actor. It instantly exports full production packs with OpenPose skeletons, depth maps, and even Python scripts to recreate the exact setup in Blender. It is an absolute powerhouse for previsualizing your shots before burning generation credits.
π @hackernewsgithubprojects
Motion Previs Studio
Motion Previs Studio is the open-source desktop app that extracts perfectly clean camera movement and actor poses from any video clip. If you are experimenting with AI-video pipelines, you know how hard it is to get consistent control layers. This app runs completely locally to solve camera tracking while smart-masking out the subject, meaning you get the exact background camera pan or tilt separated from the actor. It instantly exports full production packs with OpenPose skeletons, depth maps, and even Python scripts to recreate the exact setup in Blender. It is an absolute powerhouse for previsualizing your shots before burning generation credits.
π @hackernewsgithubprojects
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π¦ amilich/isometric-city
Isometric City
Build and run your own bustling metropolis right in your web browser with isometric-city. This project lets you design a lively, simulated world complete with functioning roads, railways, and flight paths, all rendered beautifully on an HTML5 canvas without relying on bloated external game engines. You will watch autonomous cars navigate traffic lights, see pedestrians walk the streets, and manage zoning to grow your city's economy. The best part is that it even features a built-in theme park mode where you can construct custom roller coasters and watch simulated guests run around. It is a wonderfully polished sandbox that shows just how powerful modern web tools can be.
π @hackernewsgithubprojects
Isometric City
Build and run your own bustling metropolis right in your web browser with isometric-city. This project lets you design a lively, simulated world complete with functioning roads, railways, and flight paths, all rendered beautifully on an HTML5 canvas without relying on bloated external game engines. You will watch autonomous cars navigate traffic lights, see pedestrians walk the streets, and manage zoning to grow your city's economy. The best part is that it even features a built-in theme park mode where you can construct custom roller coasters and watch simulated guests run around. It is a wonderfully polished sandbox that shows just how powerful modern web tools can be.
π @hackernewsgithubprojects
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π¦ vinayaklatthe/microsoft-security-skills
Microsoft Security Skills
Your AI assistant can now give precise, expert-level Microsoft security guidance instead of generic safety advice. The microsoft-security-skills project is a packaged capability layer that loads eighty-eight curated security skills directly into compatible AI coding tools like GitHub Copilot, Claude Code, and Cursor. It solves the massive headache of AI hallucination by grounding your assistant in official, public Microsoft documentation. Rather than giving vague recommendations, your agent gets step-by-step decision trees and guardrails to design solid conditional access baselines, set up data loss prevention, and configure firewalls without making costly configuration mistakes. It is an instant expertise upgrade for your daily workflow.
π @hackernewsgithubprojects
Microsoft Security Skills
Your AI assistant can now give precise, expert-level Microsoft security guidance instead of generic safety advice. The microsoft-security-skills project is a packaged capability layer that loads eighty-eight curated security skills directly into compatible AI coding tools like GitHub Copilot, Claude Code, and Cursor. It solves the massive headache of AI hallucination by grounding your assistant in official, public Microsoft documentation. Rather than giving vague recommendations, your agent gets step-by-step decision trees and guardrails to design solid conditional access baselines, set up data loss prevention, and configure firewalls without making costly configuration mistakes. It is an instant expertise upgrade for your daily workflow.
π @hackernewsgithubprojects
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π¦ muratcankoylan/agent-skills-for-context-engineering
Agent Skills for Context Engineering
Your AI agents are likely wasting their limited attention budget on useless tokens, causing them to forget critical instructions mid-conversation. The agent-skills-for-context-engineering repository solves this by providing a highly optimized collection of plug-and-play skills designed to manage an LLM's context window. Instead of basic prompting, it introduces smart strategies like progressive disclosure, which only loads full skill details when absolutely necessary. This keeps the agent's attention sharp and prevents performance degradation over long sessions. It is a brilliant way to build highly efficient, reliable agent systems that actually stay on track.
π @hackernewsgithubprojects
Agent Skills for Context Engineering
Your AI agents are likely wasting their limited attention budget on useless tokens, causing them to forget critical instructions mid-conversation. The agent-skills-for-context-engineering repository solves this by providing a highly optimized collection of plug-and-play skills designed to manage an LLM's context window. Instead of basic prompting, it introduces smart strategies like progressive disclosure, which only loads full skill details when absolutely necessary. This keeps the agent's attention sharp and prevents performance degradation over long sessions. It is a brilliant way to build highly efficient, reliable agent systems that actually stay on track.
π @hackernewsgithubprojects
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π¦ miguok/fable-harness
Fable Harness
Fable Harness is the behavioral protocol that finally makes your AI coding assistant work like a disciplined engineer. Instead of letting your agent make sloppy, unverified guesses, this clever tool injects a strict routine directly into your coding sessions. Its signature move is a multi-party adversarial review. Before making any critical decision, it spins up three independent sub-agents in parallelβa skeptic, a red-team, and a simplifierβwho aggressively cross-examine the plan from every angle. It even blocks the agent from finishing a task if it modified code without running an automated test, keeping your pipeline safe and your agent honest.
π @hackernewsgithubprojects
Fable Harness
Fable Harness is the behavioral protocol that finally makes your AI coding assistant work like a disciplined engineer. Instead of letting your agent make sloppy, unverified guesses, this clever tool injects a strict routine directly into your coding sessions. Its signature move is a multi-party adversarial review. Before making any critical decision, it spins up three independent sub-agents in parallelβa skeptic, a red-team, and a simplifierβwho aggressively cross-examine the plan from every angle. It even blocks the agent from finishing a task if it modified code without running an automated test, keeping your pipeline safe and your agent honest.
π @hackernewsgithubprojects
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π¦ techenthusiast167/d4rk_intel-osint-investigative-toolkit
D4rk Intel OSINT Investigative Toolkit
An open-source intelligence toolkit can piece together a complete digital footprint using only publicly available internet records. The d4rk_intel-osint-investigative-toolkit brings together a curated collection of scripts, resources, and investigative methodologies to help analysts track down open-source information. Instead of wasting hours manually searching across dozens of disconnected databases, investigators and journalists can use these structured resources to quickly gather and analyze public data for ethical research. This toolkit simplifies complex online investigations, making it easier than ever for researchers to uncover hidden connections across the web and verify digital evidence efficiently.
π @hackernewsgithubprojects
D4rk Intel OSINT Investigative Toolkit
An open-source intelligence toolkit can piece together a complete digital footprint using only publicly available internet records. The d4rk_intel-osint-investigative-toolkit brings together a curated collection of scripts, resources, and investigative methodologies to help analysts track down open-source information. Instead of wasting hours manually searching across dozens of disconnected databases, investigators and journalists can use these structured resources to quickly gather and analyze public data for ethical research. This toolkit simplifies complex online investigations, making it easier than ever for researchers to uncover hidden connections across the web and verify digital evidence efficiently.
π @hackernewsgithubprojects
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π¦ dicklesworthstone/franken_ocr
franken_ocr
You can now run a powerful three-billion parameter document-parsing model on a basic CPU using nothing but a single, lightweight Rust binary. The project is called franken_ocr, and it is a pure-Rust, CPU-only engine designed specifically to run Baiduβs Unlimited-OCR model. Instead of relying on bloated machine learning frameworks, Python, or heavy GPUs, it uses custom-written, highly optimized kernels and a specialized mixed int4 and int8 quantization format. By stripping away general-purpose framework overhead and focusing on this single modelβs exact shapes, it delivers incredibly fast, memory-safe text extraction on standard hardware. It is a brilliant glimpse into the future of ultra-portable, self-contained local AI.
π @hackernewsgithubprojects
franken_ocr
You can now run a powerful three-billion parameter document-parsing model on a basic CPU using nothing but a single, lightweight Rust binary. The project is called franken_ocr, and it is a pure-Rust, CPU-only engine designed specifically to run Baiduβs Unlimited-OCR model. Instead of relying on bloated machine learning frameworks, Python, or heavy GPUs, it uses custom-written, highly optimized kernels and a specialized mixed int4 and int8 quantization format. By stripping away general-purpose framework overhead and focusing on this single modelβs exact shapes, it delivers incredibly fast, memory-safe text extraction on standard hardware. It is a brilliant glimpse into the future of ultra-portable, self-contained local AI.
π @hackernewsgithubprojects
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π¦ it-baer/proxmorph
ProxMorph
You can now customize your Proxmox dashboard with twenty-two stunning native themes like Dracula, Catppuccin, and Nord. ProxMorph integrates directly into the built-in color theme selector for Proxmox VE, Backup Server, and Datacenter Manager. It goes way beyond basic style sheets, featuring a clever hybrid engine that injects custom JavaScript to style your charts and even adds real-time hardware sensor monitoring for temperatures, fan speeds, and UPS status right on your node summary. Best of all, an automatic update hook keeps your themes perfectly patched even after system updates. Run the quick one-liner installer and make your hypervisor look incredible.
π @hackernewsgithubprojects
ProxMorph
You can now customize your Proxmox dashboard with twenty-two stunning native themes like Dracula, Catppuccin, and Nord. ProxMorph integrates directly into the built-in color theme selector for Proxmox VE, Backup Server, and Datacenter Manager. It goes way beyond basic style sheets, featuring a clever hybrid engine that injects custom JavaScript to style your charts and even adds real-time hardware sensor monitoring for temperatures, fan speeds, and UPS status right on your node summary. Best of all, an automatic update hook keeps your themes perfectly patched even after system updates. Run the quick one-liner installer and make your hypervisor look incredible.
π @hackernewsgithubprojects