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π¦ opentslm/timerlm
How TimeRLM Finds Tiny Errors in Giant Data
Spotting a glitch in a million data points sounds impossible, but TimeRLM makes it routine by letting an A.I. explore your data like a detective instead of just staring at a chart. Instead of squishing a huge time series into a tiny summary, the model opens a live code window to zoom in, run calculations, and hunt down the exact moment something broke. This is brilliant because it catches minute errors that would vanish in a standard snapshot, turning a massive, messy signal into a solvable puzzle. It is a clever way to give A.I. real investigative tools rather than just raw numbers.
π @hackernewsgithubprojects
How TimeRLM Finds Tiny Errors in Giant Data
Spotting a glitch in a million data points sounds impossible, but TimeRLM makes it routine by letting an A.I. explore your data like a detective instead of just staring at a chart. Instead of squishing a huge time series into a tiny summary, the model opens a live code window to zoom in, run calculations, and hunt down the exact moment something broke. This is brilliant because it catches minute errors that would vanish in a standard snapshot, turning a massive, messy signal into a solvable puzzle. It is a clever way to give A.I. real investigative tools rather than just raw numbers.
π @hackernewsgithubprojects
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π¦ lanrhyme/micyou
MicYou: Use Your Phone as a PC Microphone
MicYou turns your Android phone into a high-quality microphone for your computer by streaming audio over Wi-Fi or USB. It solves the problem of poor built-in PC mics by using your phone's superior hardware for calls and recording. The software routes this audio through a virtual device so any application can use it as if it were a physical plug-in microphone. It even includes AI noise suppression to clean up the sound. This is a simple way to get broadcast-quality audio without buying new equipment. It is a great tool for streamers and anyone needing better voice input.
π @hackernewsgithubprojects
MicYou: Use Your Phone as a PC Microphone
MicYou turns your Android phone into a high-quality microphone for your computer by streaming audio over Wi-Fi or USB. It solves the problem of poor built-in PC mics by using your phone's superior hardware for calls and recording. The software routes this audio through a virtual device so any application can use it as if it were a physical plug-in microphone. It even includes AI noise suppression to clean up the sound. This is a simple way to get broadcast-quality audio without buying new equipment. It is a great tool for streamers and anyone needing better voice input.
π @hackernewsgithubprojects
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π¦ qufei1993/skills-hub
Skills Hub: One App for All AI Coding Tools
A single desktop application now manages skills for over forty different AI coding tools simultaneously. This solves the messy problem of keeping instruction files updated across Cursor, Claude Code, and other assistants, where manual copying leads to version conflicts and wasted effort. The app installs every skill into one central folder, then automatically links them to whichever tools you have active, so you update a capability in one place and see it appear everywhere instantly. This centralized approach removes the need to track down every hidden configuration folder on your computer. It is the definitive way to organize your AI toolkit without the clutter.
π @hackernewsgithubprojects
Skills Hub: One App for All AI Coding Tools
A single desktop application now manages skills for over forty different AI coding tools simultaneously. This solves the messy problem of keeping instruction files updated across Cursor, Claude Code, and other assistants, where manual copying leads to version conflicts and wasted effort. The app installs every skill into one central folder, then automatically links them to whichever tools you have active, so you update a capability in one place and see it appear everywhere instantly. This centralized approach removes the need to track down every hidden configuration folder on your computer. It is the definitive way to organize your AI toolkit without the clutter.
π @hackernewsgithubprojects
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π¦ shopify/claude-for-commerce-examples
Claude for Commerce Examples: The AI That Shops and Sells
Claude for Commerce Examples is the practical blueprint that finally makes AI shopping agents work on real Shopify stores. It connects a customer-facing chatbot to your live catalog, letting buyers search, build carts, and ask policy questions without leaving the page. The real magic is in the merchant side, where the AI reads your inventory and proposes price changes or restocks, but only applies them after you explicitly hit approve. It is the perfect starting kit if you want to build custom AI agents that actually touch your store data, giving you full control over what gets changed and when.
π @hackernewsgithubprojects
Claude for Commerce Examples: The AI That Shops and Sells
Claude for Commerce Examples is the practical blueprint that finally makes AI shopping agents work on real Shopify stores. It connects a customer-facing chatbot to your live catalog, letting buyers search, build carts, and ask policy questions without leaving the page. The real magic is in the merchant side, where the AI reads your inventory and proposes price changes or restocks, but only applies them after you explicitly hit approve. It is the perfect starting kit if you want to build custom AI agents that actually touch your store data, giving you full control over what gets changed and when.
π @hackernewsgithubprojects
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π¦ databricks-industry-solutions/lakehouse-industry-data-models
Forty Industries, One Click
An AI agent just generated forty full data models for different industries, complete with tables and foreign keys. This repo gives you a working blueprint for any business, saving you from drawing database diagrams from scratch. It even fills those tables with realistic sample data, so you can test your code immediately without hunting for real files. Pick an industry like banking or restaurants, and the installer sets up your entire database structure in one go. It is the fastest way to build a working data demo without weeks of manual design. Grab one, install it, and see your data flowing in minutes.
π° https://news.ycombinator.com/item?id=49549309
π @hackernewsgithubprojects
Forty Industries, One Click
An AI agent just generated forty full data models for different industries, complete with tables and foreign keys. This repo gives you a working blueprint for any business, saving you from drawing database diagrams from scratch. It even fills those tables with realistic sample data, so you can test your code immediately without hunting for real files. Pick an industry like banking or restaurants, and the installer sets up your entire database structure in one go. It is the fastest way to build a working data demo without weeks of manual design. Grab one, install it, and see your data flowing in minutes.
π° https://news.ycombinator.com/item?id=49549309
π @hackernewsgithubprojects
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π¦ vedaant00/opendot
The AI Agent You Can Actually Undo
Most terminal AI agents will happily delete a file or run a dangerous command, leaving you to clean up the mess. OpenDot changes the rules by taking a full snapshot of your workspace before it does anything. If the agent messes up, you simply type undo, and your files snap back exactly as they were, down to the byte. It works with any AI model you like, from OpenAI to local runs, and it even warns you before doing things that cannot be reversed. It is like having an AI assistant with a safety net, so you can let it work without holding your breath.
π° https://news.ycombinator.com/item?id=49100984
π @hackernewsgithubprojects
The AI Agent You Can Actually Undo
Most terminal AI agents will happily delete a file or run a dangerous command, leaving you to clean up the mess. OpenDot changes the rules by taking a full snapshot of your workspace before it does anything. If the agent messes up, you simply type undo, and your files snap back exactly as they were, down to the byte. It works with any AI model you like, from OpenAI to local runs, and it even warns you before doing things that cannot be reversed. It is like having an AI assistant with a safety net, so you can let it work without holding your breath.
π° https://news.ycombinator.com/item?id=49100984
π @hackernewsgithubprojects
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π¦ orron/epicinfographics
Epic Infographics: The AI Skill That Kills Generic Charts
Epic Infographics is the open source skill that stops AI from making those boring, generic charts. You know the ones with the blue boxes and random emojis. This tool teaches your AI agent to design data the way a professional studio would. It builds real scenes, like a blueprint or a magazine spread, instead of flat pages. It even animates the final graphic for you. If you are tired of your AI looking like a robot, this is the fix. Go install it and make something that actually looks cool.
π @hackernewsgithubprojects
Epic Infographics: The AI Skill That Kills Generic Charts
Epic Infographics is the open source skill that stops AI from making those boring, generic charts. You know the ones with the blue boxes and random emojis. This tool teaches your AI agent to design data the way a professional studio would. It builds real scenes, like a blueprint or a magazine spread, instead of flat pages. It even animates the final graphic for you. If you are tired of your AI looking like a robot, this is the fix. Go install it and make something that actually looks cool.
π @hackernewsgithubprojects
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π¦ rakanki911/dlss5-swapper
DLSS 5 Swapper: One Click Upgrade
Install DLSS 5 Neural Rendering into your entire game library with a single click. DLSS 5 Swapper is a desktop tool that scans your Steam, Epic, and GOG folders to find compatible titles, then automatically installs the AI upscaling files for you. The real magic is its Feeder mode, which lets you add modern AI graphics to older games that lack native support, effectively future-proofing your entire catalog. It even handles emulators, so you can run retro games with the latest visual tech. If you want your games to look crisp without digging through obscure forums, this tool is your shortcut. It just works.
π @hackernewsgithubprojects
DLSS 5 Swapper: One Click Upgrade
Install DLSS 5 Neural Rendering into your entire game library with a single click. DLSS 5 Swapper is a desktop tool that scans your Steam, Epic, and GOG folders to find compatible titles, then automatically installs the AI upscaling files for you. The real magic is its Feeder mode, which lets you add modern AI graphics to older games that lack native support, effectively future-proofing your entire catalog. It even handles emulators, so you can run retro games with the latest visual tech. If you want your games to look crisp without digging through obscure forums, this tool is your shortcut. It just works.
π @hackernewsgithubprojects
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π¦ darama22/malware-research-hub
Malware Research Hub: 2,700 Real Samples in One Place
Explore fifty-three years of computer history through two thousand seven hundred and sixty-four real malware specimens. Malware Research Hub bundles every major virus family, from the first Creeper worm in nineteen seventy-one to modern ransomware, into one searchable local application. The project solves the chaos of scattered digital archives by indexing encrypted samples and organizing them into a clean, bilingual interface. You can filter by platform or type to see exactly how these threats evolved without touching the actual code. This local tool gives researchers a safe, structured way to study the anatomy of cybercrime. Keep it running offline to explore the timeline of digital danger at your own pace.
π @hackernewsgithubprojects
Malware Research Hub: 2,700 Real Samples in One Place
Explore fifty-three years of computer history through two thousand seven hundred and sixty-four real malware specimens. Malware Research Hub bundles every major virus family, from the first Creeper worm in nineteen seventy-one to modern ransomware, into one searchable local application. The project solves the chaos of scattered digital archives by indexing encrypted samples and organizing them into a clean, bilingual interface. You can filter by platform or type to see exactly how these threats evolved without touching the actual code. This local tool gives researchers a safe, structured way to study the anatomy of cybercrime. Keep it running offline to explore the timeline of digital danger at your own pace.
π @hackernewsgithubprojects
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π¦ daniilsokolyuk/video2dlssnr
Video2dlssnr: The Secret to Game-Grade Video Enhancement
Video2dlssnr is the Windows tool that finally lets you run real-time game graphics magic on your own video files. It takes your raw footage and pushes it through the exact same neural upscaling engine found in modern video games, adding crisp, high-definition detail that standard software just cannot touch. You get a simple command-line utility or a friendly web interface to process clips, keeping every frame on your graphics card for lightning-fast speeds without sacrificing quality. It is the perfect way to take a rough recording and give it a professional, cinematic finish, proving that you do not need a studio to get stunning results.
π @hackernewsgithubprojects
Video2dlssnr: The Secret to Game-Grade Video Enhancement
Video2dlssnr is the Windows tool that finally lets you run real-time game graphics magic on your own video files. It takes your raw footage and pushes it through the exact same neural upscaling engine found in modern video games, adding crisp, high-definition detail that standard software just cannot touch. You get a simple command-line utility or a friendly web interface to process clips, keeping every frame on your graphics card for lightning-fast speeds without sacrificing quality. It is the perfect way to take a rough recording and give it a professional, cinematic finish, proving that you do not need a studio to get stunning results.
π @hackernewsgithubprojects
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π¦ cfal/garcon
Garcon: Run Coding Agents in Your Browser
Garcon lets you run seven different coding agents side by side in a single browser window on your own machine. The biggest surprise is that you can literally message one agent to another, letting them hand off tasks or review each other's work in real time. It turns a messy terminal workflow into a tidy, tiled workspace where you can steer active tasks, review code changes, and ship updates without ever opening a separate app. If you are juggling multiple AI helpers and losing track of who is doing what, this is the control center that keeps them all in check.
π @hackernewsgithubprojects
Garcon: Run Coding Agents in Your Browser
Garcon lets you run seven different coding agents side by side in a single browser window on your own machine. The biggest surprise is that you can literally message one agent to another, letting them hand off tasks or review each other's work in real time. It turns a messy terminal workflow into a tidy, tiled workspace where you can steer active tasks, review code changes, and ship updates without ever opening a separate app. If you are juggling multiple AI helpers and losing track of who is doing what, this is the control center that keeps them all in check.
π @hackernewsgithubprojects
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π¦ coldteadotai/pr-lens
PR Lens: Visualize Code Changes Instantly
PR Lens is the code review tool that shows you the whole picture before you read a single line. Instead of scrolling through hundreds of lines of code, it automatically draws an animated diagram right inside your pull request. This tool maps out exactly which parts of your system are changing, using colors to show what is new, changed, or removed. You can even watch the data flow through these steps in real time. This is huge because it turns a confusing wall of text into a clear visual map, helping you understand the impact of your changes instantly.
π° https://news.ycombinator.com/item?id=49466095
π @hackernewsgithubprojects
PR Lens: Visualize Code Changes Instantly
PR Lens is the code review tool that shows you the whole picture before you read a single line. Instead of scrolling through hundreds of lines of code, it automatically draws an animated diagram right inside your pull request. This tool maps out exactly which parts of your system are changing, using colors to show what is new, changed, or removed. You can even watch the data flow through these steps in real time. This is huge because it turns a confusing wall of text into a clear visual map, helping you understand the impact of your changes instantly.
π° https://news.ycombinator.com/item?id=49466095
π @hackernewsgithubprojects
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π¦ hardbeat920/monocode
MonoCode: One App for All Your Coding Agents
Run every major coding agent from one desktop window. MonoCode sits on top of the command-line tools you already have, like Claude Code, Codex, and Cursor, and gives them a real interface. Instead of juggling separate terminals, you get tabs for your sessions, a built-in editor, and a live terminal right in front of you. The standout feature is the handoff card. When an agent finishes a task, you can instantly pass that context to a different provider in a split pane without losing your place. It is a lightweight layer that turns scattered command-line workflows into a single, manageable workspace.
π @hackernewsgithubprojects
MonoCode: One App for All Your Coding Agents
Run every major coding agent from one desktop window. MonoCode sits on top of the command-line tools you already have, like Claude Code, Codex, and Cursor, and gives them a real interface. Instead of juggling separate terminals, you get tabs for your sessions, a built-in editor, and a live terminal right in front of you. The standout feature is the handoff card. When an agent finishes a task, you can instantly pass that context to a different provider in a split pane without losing your place. It is a lightweight layer that turns scattered command-line workflows into a single, manageable workspace.
π @hackernewsgithubprojects
π₯1
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π¦ bybit-exchange/svg-diagram
Svg-diagram: The House Style for Perfect Diagrams
Turn raw code into polished architecture diagrams that actually look professional. This is svg-diagram, a new tool that hands your AI agent a strict rulebook for drawing charts. Instead of letting the model guess where boxes go, it forces every line, curve, and label to follow one exact visual style. The coolest part is the built-in linter, a zero-dependency checker that scans your finished file and tells you exactly what is wrong, from bad spacing to missing fonts. It turns messy AI output into clean, readable art you can trust. No more squinting at crooked arrows; just ask for a diagram, run the check, and ship it.
π @hackernewsgithubprojects
Svg-diagram: The House Style for Perfect Diagrams
Turn raw code into polished architecture diagrams that actually look professional. This is svg-diagram, a new tool that hands your AI agent a strict rulebook for drawing charts. Instead of letting the model guess where boxes go, it forces every line, curve, and label to follow one exact visual style. The coolest part is the built-in linter, a zero-dependency checker that scans your finished file and tells you exactly what is wrong, from bad spacing to missing fonts. It turns messy AI output into clean, readable art you can trust. No more squinting at crooked arrows; just ask for a diagram, run the check, and ship it.
π @hackernewsgithubprojects
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π¦ royalbhati/sqltoerdiagram
Turn SQL into a Diagram Instantly
Turn raw database code into a clear picture instantly. This browser tool takes your table definitions and draws them out as a map, connecting tables that relate to each other. It solves the problem of squinting at complex text to understand your data structure. Everything runs locally in your browser, so your sensitive database layout never leaves your computer. You can drag tables around, edit names directly on the screen, and even share the entire diagram with a single link. It is a great way to visualize your database without uploading anything. Stop guessing your schema relationships and see your data structure clearly.
π @hackernewsgithubprojects
Turn SQL into a Diagram Instantly
Turn raw database code into a clear picture instantly. This browser tool takes your table definitions and draws them out as a map, connecting tables that relate to each other. It solves the problem of squinting at complex text to understand your data structure. Everything runs locally in your browser, so your sensitive database layout never leaves your computer. You can drag tables around, edit names directly on the screen, and even share the entire diagram with a single link. It is a great way to visualize your database without uploading anything. Stop guessing your schema relationships and see your data structure clearly.
π @hackernewsgithubprojects
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π¦ junchao-cs/solarwm
SolarWM: The One-Clip Trick for Endless Video
SolarWM is the video training framework that turns tiny five-second clips into endless, interactive worlds. It solves the problem of short memory by using a clever three-step recipe that teaches models to predict the future from just a brief glimpse. The surprising part is that these models can roll out for hours without losing the plot, all from training on mere seconds of footage. Itβs a fully open foundation that handles everything from data cleanup to final generation, making it the go-to for building interactive video experiences that actually last. If you want to create video worlds that feel continuous and responsive, this is the toolkit you need to explore.
π @hackernewsgithubprojects
SolarWM: The One-Clip Trick for Endless Video
SolarWM is the video training framework that turns tiny five-second clips into endless, interactive worlds. It solves the problem of short memory by using a clever three-step recipe that teaches models to predict the future from just a brief glimpse. The surprising part is that these models can roll out for hours without losing the plot, all from training on mere seconds of footage. Itβs a fully open foundation that handles everything from data cleanup to final generation, making it the go-to for building interactive video experiences that actually last. If you want to create video worlds that feel continuous and responsive, this is the toolkit you need to explore.
π @hackernewsgithubprojects
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π¦ nolight132/sonora
Stream Everything in One Native App
Play Spotify, YouTube Music, and your local files all inside a single, blazing fast native application. Sonora ditches the slow, memory hungry web browsers for a sleek interface built with Rust, giving you a music player that actually feels instant. The coolest part? It handles gapless playback and synced karaoke lyrics, so your listening experience is smooth and engaging. It runs natively on macOS, Linux, and Windows, meaning no bloat, just pure audio. If you want a music player that respects your hardware and your time, give Sonora a look. It is the lightweight, high-performance upgrade your music library has been waiting for.
π @hackernewsgithubprojects
Stream Everything in One Native App
Play Spotify, YouTube Music, and your local files all inside a single, blazing fast native application. Sonora ditches the slow, memory hungry web browsers for a sleek interface built with Rust, giving you a music player that actually feels instant. The coolest part? It handles gapless playback and synced karaoke lyrics, so your listening experience is smooth and engaging. It runs natively on macOS, Linux, and Windows, meaning no bloat, just pure audio. If you want a music player that respects your hardware and your time, give Sonora a look. It is the lightweight, high-performance upgrade your music library has been waiting for.
π @hackernewsgithubprojects
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π¦ sergebulaev/linkedin-skills
LinkedIn Skills: The AI That Hides Its Robot Voice
LinkedIn Skills is the terminal toolkit that writes LinkedIn posts that actually sound like you. It plugs directly into your coding assistant to draft updates, plan your weekly content, and even audit your drafts. The real magic is its humanizer, which actively strips out robotic words and formatting tells so your writing passes for human. Instead of handing you a generic corporate blur, it gives you specific, engaging copy ready for review. Nothing gets posted until you explicitly approve it. If you want to build a professional presence without sounding like a machine, this is your new drafting partner.
π° https://news.ycombinator.com/item?id=49555534
π @hackernewsgithubprojects
LinkedIn Skills: The AI That Hides Its Robot Voice
LinkedIn Skills is the terminal toolkit that writes LinkedIn posts that actually sound like you. It plugs directly into your coding assistant to draft updates, plan your weekly content, and even audit your drafts. The real magic is its humanizer, which actively strips out robotic words and formatting tells so your writing passes for human. Instead of handing you a generic corporate blur, it gives you specific, engaging copy ready for review. Nothing gets posted until you explicitly approve it. If you want to build a professional presence without sounding like a machine, this is your new drafting partner.
π° https://news.ycombinator.com/item?id=49555534
π @hackernewsgithubprojects
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π¦ philolabs/fable51-worlds
Fable 51 Worlds: Anime Streets in Your Browser
Fable 51 worlds is the code-based tool that turns a simple text prompt into a fully walkable, anime-styled 3D environment. Instead of downloading heavy game assets, this project generates every building, tree, and street detail directly through code using Three.js. The most surprising part is how it creates places like Kyotoβs Higashiyama district without using any pre-made 3D models. It builds the entire scene from scratch, drawing every texture with canvas code so it looks like a hand-painted animation background. You can walk through these digital streets right in your web browser. It is a fascinating look at how code can replace traditional 3D modeling pipelines.
π° https://news.ycombinator.com/item?id=49541458
π @hackernewsgithubprojects
Fable 51 Worlds: Anime Streets in Your Browser
Fable 51 worlds is the code-based tool that turns a simple text prompt into a fully walkable, anime-styled 3D environment. Instead of downloading heavy game assets, this project generates every building, tree, and street detail directly through code using Three.js. The most surprising part is how it creates places like Kyotoβs Higashiyama district without using any pre-made 3D models. It builds the entire scene from scratch, drawing every texture with canvas code so it looks like a hand-painted animation background. You can walk through these digital streets right in your web browser. It is a fascinating look at how code can replace traditional 3D modeling pipelines.
π° https://news.ycombinator.com/item?id=49541458
π @hackernewsgithubprojects
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π¦ cotal-ai/cotal
Cotal: The Shared Space for AI Agents
Cotal is the open standard that lets any number of AI agents coordinate in a shared space where you define the structure. Most tools force a rigid hierarchy, but Cotal lets you build flat teams, supervisor trees, or complex swarms using a simple configuration. The real magic is that every agent can see who else is online and message them directly, whether broadcasting to a group or sending a private note that waits until the recipient is ready. This turns isolated bots into a collaborative team that works across different machines and providers.
π @hackernewsgithubprojects
Cotal: The Shared Space for AI Agents
Cotal is the open standard that lets any number of AI agents coordinate in a shared space where you define the structure. Most tools force a rigid hierarchy, but Cotal lets you build flat teams, supervisor trees, or complex swarms using a simple configuration. The real magic is that every agent can see who else is online and message them directly, whether broadcasting to a group or sending a private note that waits until the recipient is ready. This turns isolated bots into a collaborative team that works across different machines and providers.
π @hackernewsgithubprojects
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π¦ xiaopu-ai/web-design
Web-Design: AI Web Design That Actually Works
Web-Design is the AI coding skill that forces your design decisions to happen before the code does. Instead of blindly generating random interfaces, it extracts a clear, editable design document from a product spec, a website link, or even a single screenshot. This file locks in your colors, typography, and motion rules so the code follows a strict plan rather than guessing. The result is a web page that stays consistent across every page you build, while remaining easy to tweak by hand. It turns the unpredictable nature of AI coding into a controlled, professional design process that you can actually read and own.
π @hackernewsgithubprojects
Web-Design: AI Web Design That Actually Works
Web-Design is the AI coding skill that forces your design decisions to happen before the code does. Instead of blindly generating random interfaces, it extracts a clear, editable design document from a product spec, a website link, or even a single screenshot. This file locks in your colors, typography, and motion rules so the code follows a strict plan rather than guessing. The result is a web page that stays consistent across every page you build, while remaining easy to tweak by hand. It turns the unpredictable nature of AI coding into a controlled, professional design process that you can actually read and own.
π @hackernewsgithubprojects