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📦 fareedkhan-dev/autonomous-agentic-rag
Autonomous Agentic RAG
Build a search assistant that actually learns how to fix its own mistakes. The autonomous-agentic-rag project moves past rigid, hard-coded setups by letting a team of AI agents continuously rewrite their own instructions. First, specialist agents dig through databases to answer complex queries, while an evaluator scores their work. Then, a diagnostic agent spots the weakest link and an architect agent updates the team's rules to patch the flaw. It basically runs an evolutionary loop to find the best possible strategy, meaning your search assistant gets smarter over time without you writing new code.
🆔 @hackernewsgithubprojects
Autonomous Agentic RAG
Build a search assistant that actually learns how to fix its own mistakes. The autonomous-agentic-rag project moves past rigid, hard-coded setups by letting a team of AI agents continuously rewrite their own instructions. First, specialist agents dig through databases to answer complex queries, while an evaluator scores their work. Then, a diagnostic agent spots the weakest link and an architect agent updates the team's rules to patch the flaw. It basically runs an evolutionary loop to find the best possible strategy, meaning your search assistant gets smarter over time without you writing new code.
🆔 @hackernewsgithubprojects
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📦 zzxscodes/trading-system-notes
Trading System Notes
Trading-system-notes is the open-source knowledge base that demystifies how high-frequency trading platforms achieve near-zero delay. Instead of hidden proprietary code, this repository pulls back the curtain on the exact hardware and software tricks used by top Wall Street engineers. It documents how to configure computer memory, align data to modern microchips, and tune operating systems so programs can process market data in nanoseconds. It is incredibly useful because it compiles scattered industry wisdom on low-latency engineering into one clear guide. If you want to understand how computer systems are pushed to their absolute physical speed limits, this notebook is your perfect starting point.
🆔 @hackernewsgithubprojects
Trading System Notes
Trading-system-notes is the open-source knowledge base that demystifies how high-frequency trading platforms achieve near-zero delay. Instead of hidden proprietary code, this repository pulls back the curtain on the exact hardware and software tricks used by top Wall Street engineers. It documents how to configure computer memory, align data to modern microchips, and tune operating systems so programs can process market data in nanoseconds. It is incredibly useful because it compiles scattered industry wisdom on low-latency engineering into one clear guide. If you want to understand how computer systems are pushed to their absolute physical speed limits, this notebook is your perfect starting point.
🆔 @hackernewsgithubprojects
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📦 kocasariumut/faceanything
Face Anything
Reconstruct detailed, moving 3D face models from any standard video clip or single photo. This system uses a smart approach called canonical point prediction, assigning every pixel a coordinate in a shared 3D space to track facial movements over time. Instead of relying on complex multi-camera setups, it processes standard video frames to generate temporally consistent 3D geometry, camera poses, and colored point clouds. It even automatically isolates faces by removing background clutter. Just feed in a quick clip of someone talking, and you get back an incredibly detailed, rotating 3D portrait showing real-time expressions.
🆔 @hackernewsgithubprojects
Face Anything
Reconstruct detailed, moving 3D face models from any standard video clip or single photo. This system uses a smart approach called canonical point prediction, assigning every pixel a coordinate in a shared 3D space to track facial movements over time. Instead of relying on complex multi-camera setups, it processes standard video frames to generate temporally consistent 3D geometry, camera poses, and colored point clouds. It even automatically isolates faces by removing background clutter. Just feed in a quick clip of someone talking, and you get back an incredibly detailed, rotating 3D portrait showing real-time expressions.
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📦 nexaflowfrance/openfamily
OpenFamily
OpenFamily lets you run a complete digital command center for your household right from your own home server, keeping your private family data entirely under your own control. It is a self-hosted, open-source alternative to commercial organizing apps that puts your shopping lists, chores, meal plans, shared calendars, and household budgets in one place. What makes it incredibly cool is how easily it plugs into other home-server favorites, letting you automatically sync recipes from Mealie or track your groceries through Home Assistant. It is the perfect, privacy-first way to keep your whole household on the same page.
🆔 @hackernewsgithubprojects
OpenFamily
OpenFamily lets you run a complete digital command center for your household right from your own home server, keeping your private family data entirely under your own control. It is a self-hosted, open-source alternative to commercial organizing apps that puts your shopping lists, chores, meal plans, shared calendars, and household budgets in one place. What makes it incredibly cool is how easily it plugs into other home-server favorites, letting you automatically sync recipes from Mealie or track your groceries through Home Assistant. It is the perfect, privacy-first way to keep your whole household on the same page.
🆔 @hackernewsgithubprojects
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📦 dammyjay93/interface-design
Interface Design
AI coding agents are notorious for building interfaces with inconsistent spacing, drifting button heights, and chaotic color palettes that change every single session. The interface-design repository solves this by acting as a dedicated design engineer for tools like Claude Code and Codex, giving your agent a persistent visual memory. It automatically saves your UI decisions to a local markdown file, ensuring every new page or component strictly matches your established spacing grids, depth strategies, and surface treatments. Instead of starting from scratch every time you prompt, your agent instantly loads your custom system to keep dashboards and admin panels perfectly unified. It is the ultimate way to build clean, professional...
🆔 @hackernewsgithubprojects
Interface Design
AI coding agents are notorious for building interfaces with inconsistent spacing, drifting button heights, and chaotic color palettes that change every single session. The interface-design repository solves this by acting as a dedicated design engineer for tools like Claude Code and Codex, giving your agent a persistent visual memory. It automatically saves your UI decisions to a local markdown file, ensuring every new page or component strictly matches your established spacing grids, depth strategies, and surface treatments. Instead of starting from scratch every time you prompt, your agent instantly loads your custom system to keep dashboards and admin panels perfectly unified. It is the ultimate way to build clean, professional...
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📦 autobrr/qui
qui
Managing multiple qBittorrent downloads across different servers usually means keeping a dozen browser tabs open and constantly toggling between them. This is where qui steps in, combining all of your separate download instances into a single, incredibly fast dashboard. Packaged as a lightweight application with absolutely no external dependencies, it lets you control every server from one central place while keeping your interface clean. It even includes clever features like automatically cross-seeding matching files across different trackers and running automated cleanup rules. If you run multiple download setups and want a simpler way to control them, this tool is definitely worth checking out.
🆔 @hackernewsgithubprojects
qui
Managing multiple qBittorrent downloads across different servers usually means keeping a dozen browser tabs open and constantly toggling between them. This is where qui steps in, combining all of your separate download instances into a single, incredibly fast dashboard. Packaged as a lightweight application with absolutely no external dependencies, it lets you control every server from one central place while keeping your interface clean. It even includes clever features like automatically cross-seeding matching files across different trackers and running automated cleanup rules. If you run multiple download setups and want a simpler way to control them, this tool is definitely worth checking out.
🆔 @hackernewsgithubprojects
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📦 wh-2099/mermaid-skill
Mermaid Skill for Claude Code
You can now generate twenty-three different types of Mermaid diagrams directly inside Claude Code using simple text prompts. The mermaid-skill repository is a clever extension that integrates with your terminal assistant, allowing you to quickly spin up flowcharts, database designs, or sequence diagrams with simple commands. Instead of fighting with complex syntax, this tool automatically references its own pre-packaged documentation to structure, lay out, and style your diagrams perfectly. It even uses a background process to keep its syntax guides synchronized with the official Mermaid project. It is like having a professional designer in your terminal who instantly turns raw ideas into clean, visual architecture maps.
🆔 @hackernewsgithubprojects
Mermaid Skill for Claude Code
You can now generate twenty-three different types of Mermaid diagrams directly inside Claude Code using simple text prompts. The mermaid-skill repository is a clever extension that integrates with your terminal assistant, allowing you to quickly spin up flowcharts, database designs, or sequence diagrams with simple commands. Instead of fighting with complex syntax, this tool automatically references its own pre-packaged documentation to structure, lay out, and style your diagrams perfectly. It even uses a background process to keep its syntax guides synchronized with the official Mermaid project. It is like having a professional designer in your terminal who instantly turns raw ideas into clean, visual architecture maps.
🆔 @hackernewsgithubprojects
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📦 leerob/pixo
Pixo
Compress your images to incredibly small sizes without depending on bloated external libraries. This project brings you a blazing fast image compressor built entirely from scratch in Rust, supporting both PNG and JPEG formats. Instead of wrapping heavy legacy tools, it implements the math and logic itself, allowing you to run it anywhere from a lightweight command line tool to a tiny WebAssembly binary in your web browser. It packs advanced features like palette quantization for lossy PNGs and smart trellis quantization for JPEG, making your files remarkably compact. It is the ultimate tool for developers who want ultra-clean code and tiny bundle sizes.
🆔 @hackernewsgithubprojects
Pixo
Compress your images to incredibly small sizes without depending on bloated external libraries. This project brings you a blazing fast image compressor built entirely from scratch in Rust, supporting both PNG and JPEG formats. Instead of wrapping heavy legacy tools, it implements the math and logic itself, allowing you to run it anywhere from a lightweight command line tool to a tiny WebAssembly binary in your web browser. It packs advanced features like palette quantization for lossy PNGs and smart trellis quantization for JPEG, making your files remarkably compact. It is the ultimate tool for developers who want ultra-clean code and tiny bundle sizes.
🆔 @hackernewsgithubprojects
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📦 tonyd2wild/deepseek-v4-flash-dspark-1m-nvfp4-kv-2x-dgx-spark
deepseek-v4-flash-dspark-1m-nvfp4-kv-2x-dgx-spark
Run massive AI models with a massive one-million-token context window on just two nodes. This project provides a validated recipe to serve the DeepSeek V4 Flash model with speculative decoding across a pair of high-performance servers. By utilizing a highly compressed attention cache format, it fits nearly two million total tokens into active memory. It specifically solves the problem of model degradation, like endless loops or random text drift, when running high-concurrency agent workflows. Now, developers can easily handle multiple long-context sessions simultaneously without crashing their hardware or sacrificing speed. Give this setup a spin to scale your local AI agents.
🆔 @hackernewsgithubprojects
deepseek-v4-flash-dspark-1m-nvfp4-kv-2x-dgx-spark
Run massive AI models with a massive one-million-token context window on just two nodes. This project provides a validated recipe to serve the DeepSeek V4 Flash model with speculative decoding across a pair of high-performance servers. By utilizing a highly compressed attention cache format, it fits nearly two million total tokens into active memory. It specifically solves the problem of model degradation, like endless loops or random text drift, when running high-concurrency agent workflows. Now, developers can easily handle multiple long-context sessions simultaneously without crashing their hardware or sacrificing speed. Give this setup a spin to scale your local AI agents.
🆔 @hackernewsgithubprojects
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📦 balukosuri/andrej-karpathy-s-autoresearch-as-a-universal-skill
Andrej Karpathy's Autoresearch as a Universal Skill
Drop this self-improving prompt optimizer into any code repository, and it automatically scans your codebase, suggests what to optimize, defines clear evaluation metrics, and runs an autonomous loop that makes your prompts better over time while you sleep. Inspired by Andrej Karpathy's method of letting an AI agent autonomously run and evaluate code experiments, this universal tool brings that exact evolutionary process to prompt engineering. Instead of manually tweaking prompts based on vibes, the system defines strict binary yes-or-no criteria to grade performance, runs continuous tests, keeps what works, and throws away what doesn't. It is the ultimate hands-off way to build battle-tested prompts for any project.
🆔 @hackernewsgithubprojects
Andrej Karpathy's Autoresearch as a Universal Skill
Drop this self-improving prompt optimizer into any code repository, and it automatically scans your codebase, suggests what to optimize, defines clear evaluation metrics, and runs an autonomous loop that makes your prompts better over time while you sleep. Inspired by Andrej Karpathy's method of letting an AI agent autonomously run and evaluate code experiments, this universal tool brings that exact evolutionary process to prompt engineering. Instead of manually tweaking prompts based on vibes, the system defines strict binary yes-or-no criteria to grade performance, runs continuous tests, keeps what works, and throws away what doesn't. It is the ultimate hands-off way to build battle-tested prompts for any project.
🆔 @hackernewsgithubprojects
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📦 vasilyevdm/ai-agent-handbook
ai-agent-handbook
The ai-agent-handbook is the master engineering reference that finally pulls back the curtain on how thirty of the biggest AI agent frameworks actually work under the hood. Instead of surface-level tutorials, this project did a deep dive into real production codebases like LangGraph and Claude Code to figure out why agents fail and how to fix them. The coolest takeaway is how they handle context rot, showing that agent performance drops when the context window is only a quarter full because bloated tools eat up all the memory. It is a goldmine of real architectural patterns for building smarter, leaner AI systems.
📰 https://news.ycombinator.com/item?id=47461861
🆔 @hackernewsgithubprojects
ai-agent-handbook
The ai-agent-handbook is the master engineering reference that finally pulls back the curtain on how thirty of the biggest AI agent frameworks actually work under the hood. Instead of surface-level tutorials, this project did a deep dive into real production codebases like LangGraph and Claude Code to figure out why agents fail and how to fix them. The coolest takeaway is how they handle context rot, showing that agent performance drops when the context window is only a quarter full because bloated tools eat up all the memory. It is a goldmine of real architectural patterns for building smarter, leaner AI systems.
📰 https://news.ycombinator.com/item?id=47461861
🆔 @hackernewsgithubprojects
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📦 timoncool/higgsaudio-studio
Higgs Audio Studio
Generate expressive speech and fully direct your own audiobooks and podcasts locally with a clever desktop application. higgsaudio-studio packages a powerful voice generator and a local brain that acts as your personal text director, automatically inserting emotion and sound effect tags to make the audio feel incredibly alive. You can clone voices, host multi-speaker dialogues with perfect volume leveling, and keep character voices consistent throughout long audiobooks. The best part is that everything runs completely offline on your own machine with no subscription fees. Grab your microphone and start creating professional-grade audiobooks in your room today.
🆔 @hackernewsgithubprojects
Higgs Audio Studio
Generate expressive speech and fully direct your own audiobooks and podcasts locally with a clever desktop application. higgsaudio-studio packages a powerful voice generator and a local brain that acts as your personal text director, automatically inserting emotion and sound effect tags to make the audio feel incredibly alive. You can clone voices, host multi-speaker dialogues with perfect volume leveling, and keep character voices consistent throughout long audiobooks. The best part is that everything runs completely offline on your own machine with no subscription fees. Grab your microphone and start creating professional-grade audiobooks in your room today.
🆔 @hackernewsgithubprojects
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📦 tachikomared/character-animation-creator-skill
character-animation-creator-skill
character-animation-creator-skill is the game development tool that turns text prompts or reference images into fully animated, pixel-art spritesheets. If you are building an indie game, this project makes it easy to generate matching walk, idle, and attack animations from a single concept picture. Instead of drawing every frame by hand, it coordinates with AI image generators to create horizontal frame strips, cleans up messy background colors, snaps the pixel grid, and packages everything into clean sheets. It automatically handles multiple resolutions and eight-direction movements so your characters are ready to drop straight into your favorite game engine.
🆔 @hackernewsgithubprojects
character-animation-creator-skill
character-animation-creator-skill is the game development tool that turns text prompts or reference images into fully animated, pixel-art spritesheets. If you are building an indie game, this project makes it easy to generate matching walk, idle, and attack animations from a single concept picture. Instead of drawing every frame by hand, it coordinates with AI image generators to create horizontal frame strips, cleans up messy background colors, snaps the pixel grid, and packages everything into clean sheets. It automatically handles multiple resolutions and eight-direction movements so your characters are ready to drop straight into your favorite game engine.
🆔 @hackernewsgithubprojects
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📦 serenakeyitan/awesome-notebooklm-prompts
awesome-notebooklm-prompts
awesome-notebooklm-prompts is the curated directory that finally rescues your AI presentations from looking like boring corporate templates. This collection gathers highly creative, field-tested prompts sourced from design communities and power users to completely transform how you generate slides. By feeding these precise design specifications into NotebookLM, you can instantly turn raw text, research, or notes into beautiful, highly stylized decks. Instead of generic bullets, you get distinct visual themes like sharp-edged minimalism, retro-developer grids, bold newspaper layouts, and vibrant street styles. It is the ultimate shortcut to making automated slides look incredibly intentional and professionally designed.
🆔 @hackernewsgithubprojects
awesome-notebooklm-prompts
awesome-notebooklm-prompts is the curated directory that finally rescues your AI presentations from looking like boring corporate templates. This collection gathers highly creative, field-tested prompts sourced from design communities and power users to completely transform how you generate slides. By feeding these precise design specifications into NotebookLM, you can instantly turn raw text, research, or notes into beautiful, highly stylized decks. Instead of generic bullets, you get distinct visual themes like sharp-edged minimalism, retro-developer grids, bold newspaper layouts, and vibrant street styles. It is the ultimate shortcut to making automated slides look incredibly intentional and professionally designed.
🆔 @hackernewsgithubprojects
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📦 karaage0703/xangi
xangi
xangi is the chat assistant hub that finally bridges your favorite messaging platforms directly to powerful local and cloud agent backends. Instead of being locked into a single interface, you can talk to your assistant through Discord, Slack, Telegram, LINE, or even a simple local browser window. Under the hood, it routes your requests to smart developer tools like Claude Code, Cursor, or local offline models. It even broadcasts live updates over a local stream so physical desktop smart toys can react to its thoughts. It is the ultimate way to self-host a fully automated, connected digital brain.
🆔 @hackernewsgithubprojects
xangi
xangi is the chat assistant hub that finally bridges your favorite messaging platforms directly to powerful local and cloud agent backends. Instead of being locked into a single interface, you can talk to your assistant through Discord, Slack, Telegram, LINE, or even a simple local browser window. Under the hood, it routes your requests to smart developer tools like Claude Code, Cursor, or local offline models. It even broadcasts live updates over a local stream so physical desktop smart toys can react to its thoughts. It is the ultimate way to self-host a fully automated, connected digital brain.
🆔 @hackernewsgithubprojects
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📦 keivalya/mini-vla
Mini-VLA
Mini-VLA is an educational robot brain that makes learning robot control accessible by packing a complete vision-language-action model into about one hundred and fifty lines of core code. Instead of dealing with massive, complex AI systems, you can see exactly how a robot combines camera images, text instructions, and its own physical state to decide how to move. It uses a clever setup to mix this sensory information and guide the robot's physical actions step-by-step. It is a brilliant, bite-sized playground for anyone wanting to understand how modern robots actually think and translate words into real physical motion.
🆔 @hackernewsgithubprojects
Mini-VLA
Mini-VLA is an educational robot brain that makes learning robot control accessible by packing a complete vision-language-action model into about one hundred and fifty lines of core code. Instead of dealing with massive, complex AI systems, you can see exactly how a robot combines camera images, text instructions, and its own physical state to decide how to move. It uses a clever setup to mix this sensory information and guide the robot's physical actions step-by-step. It is a brilliant, bite-sized playground for anyone wanting to understand how modern robots actually think and translate words into real physical motion.
🆔 @hackernewsgithubprojects
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📦 turbostarter/loading-ui
Loading UI
Loading UI is the component library that finally makes building beautiful, polished loading states for your web apps incredibly simple. It is a curated, open-source collection of modern spinners, loaders, and animations designed specifically for web developers. Instead of wrestling with complex CSS or heavy libraries, you can browse through a variety of sleek, pre-designed loading animations to instantly match your app's style. It solves the headache of creating custom transitions from scratch, giving your users a delightful experience while they wait. You can easily find a design you love, grab the code, and drop it straight into your project.
🆔 @hackernewsgithubprojects
Loading UI
Loading UI is the component library that finally makes building beautiful, polished loading states for your web apps incredibly simple. It is a curated, open-source collection of modern spinners, loaders, and animations designed specifically for web developers. Instead of wrestling with complex CSS or heavy libraries, you can browse through a variety of sleek, pre-designed loading animations to instantly match your app's style. It solves the headache of creating custom transitions from scratch, giving your users a delightful experience while they wait. You can easily find a design you love, grab the code, and drop it straight into your project.
🆔 @hackernewsgithubprojects
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📦 maddog241/mvinverse
mvinverse
Reconstruct detailed 3D scene geometry and materials from a sequence of images in just a few seconds. A new open-source project called mvinverse makes this possible by skipping the slow, traditional optimization process entirely. Instead, it uses a smart attention mechanism to look across multiple views and directly predict consistent material and surface properties. If you have ever tried to turn photos into 3D assets, you know how easily reflections and lighting can ruin the results. By processing everything in a single, fast forward pass, this tool keeps colors and textures perfectly aligned across every angle. It is an incredibly fast way to turn regular images into accurate 3D materials.
🆔 @hackernewsgithubprojects
mvinverse
Reconstruct detailed 3D scene geometry and materials from a sequence of images in just a few seconds. A new open-source project called mvinverse makes this possible by skipping the slow, traditional optimization process entirely. Instead, it uses a smart attention mechanism to look across multiple views and directly predict consistent material and surface properties. If you have ever tried to turn photos into 3D assets, you know how easily reflections and lighting can ruin the results. By processing everything in a single, fast forward pass, this tool keeps colors and textures perfectly aligned across every angle. It is an incredibly fast way to turn regular images into accurate 3D materials.
🆔 @hackernewsgithubprojects
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📦 pacifio/ui
ui
ui is the design language that teaches AI coding agents how to build beautiful, dense, AMOLED-black interfaces. Instead of manually copying and pasting CSS components, this project operates as a specialized skill for tools like Claude Code. It provides a structured set of design rules and token references that guide your favorite AI assistant to generate consistent, ultra-compact layouts in plain HTML, Tailwind, or React. It solves the messy, inconsistent UI code that agents typically write by giving them a clear aesthetic framework to follow. You get pixel-perfect, dark-mode designs built directly by your AI companion.
🆔 @hackernewsgithubprojects
ui
ui is the design language that teaches AI coding agents how to build beautiful, dense, AMOLED-black interfaces. Instead of manually copying and pasting CSS components, this project operates as a specialized skill for tools like Claude Code. It provides a structured set of design rules and token references that guide your favorite AI assistant to generate consistent, ultra-compact layouts in plain HTML, Tailwind, or React. It solves the messy, inconsistent UI code that agents typically write by giving them a clear aesthetic framework to follow. You get pixel-perfect, dark-mode designs built directly by your AI companion.
🆔 @hackernewsgithubprojects
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📦 b1u3b01t/design-playground
Design Playground
You can now visually redesign your React components using local AI, right inside your Next.js project. A developer-focused tool called design-playground installs nested inside your existing app folder, leaving your main package configuration completely untouched. Once started, it automatically scans your workspace to find your React components and loads them onto an infinite, interactive canvas. From there, you can drag your components around, write a quick prompt, and watch Cursor or Claude Code generate layout and style variations side-by-side. When you find a design you like, you simply copy the generated code directly back into your project.
📰 https://news.ycombinator.com/item?id=48750398
🆔 @hackernewsgithubprojects
Design Playground
You can now visually redesign your React components using local AI, right inside your Next.js project. A developer-focused tool called design-playground installs nested inside your existing app folder, leaving your main package configuration completely untouched. Once started, it automatically scans your workspace to find your React components and loads them onto an infinite, interactive canvas. From there, you can drag your components around, write a quick prompt, and watch Cursor or Claude Code generate layout and style variations side-by-side. When you find a design you like, you simply copy the generated code directly back into your project.
📰 https://news.ycombinator.com/item?id=48750398
🆔 @hackernewsgithubprojects
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📦 elinglijiaoqiao/presentation-ppt-maker
Presentation PPT Maker
Presentation-ppt-maker is a structured slide generator that turns a pile of academic papers into a complete, ready-to-present slide deck. Instead of relying on a single AI prompt that might hallucinate facts or create chaotic layouts, this tool coordinates four specialized agents to extract figures, organize claims, draft a slide-by-slide narrative, and programmatically generate the final presentation file. Its standout strength is a mandatory visual verification gate that actually opens image files to ensure figures match the slide text before placing them, automatically splitting crowded slides if a diagram is too small to read. You get perfectly cited, beautifully organized slides with complete speaker notes ready for your next talk.
🆔 @hackernewsgithubprojects
Presentation PPT Maker
Presentation-ppt-maker is a structured slide generator that turns a pile of academic papers into a complete, ready-to-present slide deck. Instead of relying on a single AI prompt that might hallucinate facts or create chaotic layouts, this tool coordinates four specialized agents to extract figures, organize claims, draft a slide-by-slide narrative, and programmatically generate the final presentation file. Its standout strength is a mandatory visual verification gate that actually opens image files to ensure figures match the slide text before placing them, automatically splitting crowded slides if a diagram is too small to read. You get perfectly cited, beautifully organized slides with complete speaker notes ready for your next talk.
🆔 @hackernewsgithubprojects