📦 itsmostafa/system-one-connector

System One Connector: AI Agents Get Real Answers

System One Connector is the model connector that gives your AI agent actual numbers instead of vague guesses. It plugs into tools like Claude Code or Codex so your agent can ask a direct question and get a clear probability back, such as ninety-five percent urgency. Instead of reading a paragraph and hoping for the best, your agent gets a hard answer it can use in logic, like deciding if a ticket needs immediate help. This project solves the problem of AI hesitation by providing fast, cheap, and structured judgment calls, meaning your agent can act on facts rather than feelings.

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📦 ayanamislover/ayanamitaskmanager

Ayanami Task Manager: AI Memory Fix

Ayanami Task Manager solves the biggest headache in AI coding: agents forgetting everything between sessions. Instead of losing project context every time a chat window closes, this local-first tool acts as a shared memory bank for your coding agents. It stores tasks, decisions, and progress in one place so that when a new agent picks up the work, it doesn't have to guess. It’s not just a to-do list; it’s a continuous handoff system that lets different AI models like Codex or Claude read exactly where the last one left off.

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📦 internrobotics/internw0-delta

How InternW0-Delta Teaches Robots to Predict the Future

InternW0-Delta is the robot model that actually watches what happens before it moves its arms. It is a massive open project that teaches machines to predict how the world changes so they can act with better timing. It uses twenty thousand hours of video from humans and robots to build this skill. Instead of just memorizing movements, the system learns the cause and effect of every action. It sees a scene, predicts what will happen next, and then decides exactly where to move. This makes the robot far smarter and more adaptable than simple scripts. It is a huge step toward machines that truly understand their environment.

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📦 sqooky/optimizationlock

OptimizationLock: Max FPS for Deadlock

OptimizationLock is the configuration collection that keeps Deadlock running smooth without looking terrible. It provides a simple way to swap in a pre-tuned file that boosts your frame rate by adjusting the game’s internal settings, like reducing shadow quality or turning off heavy lighting effects. Instead of guessing which lines to change, you pick a preset that fits your computer, whether you want maximum speed or just a bit more performance while keeping the visuals sharp. It even includes an automatic tool that updates your settings whenever the game changes, so you never have to manually fix broken files again.

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📦 elgentidwell/chisel

Build Games Like It's 2003

Chisel Game Engine is an open-source 3D engine that lets you build video games using the same workflow developers used in the early two thousands. It revives a classic era of game creation by providing the core engine code and tools that power the official SDK. While the repo includes a minimal template, the full SDK offers a complete first-person shooter setup, making it a fantastic resource for solo creators or small teams. This project is interesting because it captures the specific feel and technical constraints of a bygone era, allowing you to craft experiences that feel nostalgic yet fully functional today.

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📦 ranxianglei/billion-context

Run Coding Agents for Months, Not Minutes

Stop letting your coding agent forget what it did an hour ago. Billion-context is a proxy that sits between your AI coding tools and the model API, squeezing long conversations into tight summaries so the agent can remember everything without hitting the context wall. It saves roughly five times the tokens and lets a single session run for months, processing billions of tokens without crashing or losing track of your project. It’s the difference between a short-term memory that dies at lunch and a long-term assistant that actually gets the job done all day long.

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📦 people-robots/awesome-video-generation-post-training

How to Keep Video AI From Glitching

Make sure your AI generated videos actually look right, not just cool. This repository is a living map of the latest research on fixing the weird glitches and physics errors that plague video generators. It tracks every major paper and benchmark that teaches these models to understand real world motion and keep objects stable. Instead of guessing why your characters are morphing, you can see exactly how researchers are training models to respect basic reality. It is the definitive guide for anyone who wants their synthetic clips to look genuinely believable rather than just impressive.

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📦 yielded-dev/auth

One Contract for the Whole App: Yielded Auth

Yielded Auth is the authentication library that unifies your server and client into a single shared contract. Instead of managing separate login forms on your website and database rules on your server, this tool lets you define the rules once in plain TypeScript. That single definition automatically powers both sides, so your frontend and backend always agree on who is logged in. It handles passwords, passkeys, and third-party logins like Google without forcing you to rewrite your code every time you change your database. You get one simple way to manage sessions and identity for the entire application.

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📦 facebookincubator/muse-gadget-sdk

Muse Gadget SDK

Muse Gadget SDK is the open source toolkit that turns cheap microcontrollers into smart home companions. You can flash this firmware onto a tiny chip to give it a screen, a voice, and a face. It connects to your Wi-Fi so an AI assistant can show animated characters on a small display or control lights around the room. It is built by hackers for hackers, letting you build custom devices from spare parts without expensive proprietary hardware. If you like tinkering with hardware, this is your playground. Grab a board, flash the code, and see what happens.

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📦 nuvexnetwork/nuvex-services

Nuvex Services: The Empty Scaffold

Nuvex Services is a repository that aggressively refuses to do anything. Every endpoint returns an error, the database schema is empty, and the AI folder contains no actual model. It is a structural blueprint for a blockchain oracle, designed to look complete while actively rejecting all requests. The indexer reports zero status, and the data adapters deny every call. It does not deploy programs or hold truth; it is a negative space. This project is interesting because it defines boundaries before building features, proving that knowing what you are not is just as important as knowing what you are.

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📦 zallaxdev/pokeemerald-3ds-dualscreen

Pokémon Emerald 3Ds Dual Screen

Pokémon Emerald now runs natively on the Nintendo 3DS without an emulator, using both screens to change how you play. The top screen shows the game, while the bottom screen becomes a touch-controlled menu, replacing the old START button. You can even enable a voxel overworld to view the map in 3D, with buildings and terrain modeled from the original art. The project is built locally from your own cartridge dump, so no ROM files are shared online. It’s a clever way to experience Hoenn with a fresh perspective on a handheld console. If you’ve ever owned a 3DS, this is worth a look.

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📦 bootloops-ai/bootloops

BootLoops: Math Tools for AI Agents

An AI agent can now solve complex physics problems with guaranteed accuracy, thanks to BootLoops. This open-source toolkit gives language models a set of verified mathematical instruments, so they can calculate precise numbers for scientific research without guessing. Instead of relying on statistical estimates, the software uses proven methods to check every step and confirm that the results are correct. It is built for anyone using AI to handle difficult math, ensuring that the answers are trustworthy and reproducible. You get a reliable way to let your coding assistant do real science, with the confidence that the numbers are exact.

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📦 charlesfeng0314/jev_sees

JEV Sees: Real-Time Visual Judgments

A single camera feed can now output a live probability score for every pedestrian’s accident risk in a busy street, all within one rapid system call. That is the core capability of JEV Sees, a new tool that connects standard video and depth cameras to a decision engine designed for speed and structure. Instead of generating slow, open-ended descriptions like traditional vision models, this project identifies objects and immediately answers specific, closed questions about the scene. It tracks these objects across video frames, maintaining memory so the system understands movement and context over time.

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📦 primeintellect-ai/prime-envs

Prime Envs: The AI Training Gym

Prime Envs gives researchers a shared playground to test how well artificial intelligence models handle real-world problems. It bundles dozens of specific challenges, like writing code, proving complex math theorems, or navigating a computer terminal, into one consistent package. Instead of juggling different tools for every task, you use a single system to run these tests and measure results. This matters because it helps developers pinpoint exactly where their AI struggles, whether it is solving equations or managing files. Think of it as a standardized gym for machines, ensuring every workout counts. If you want to know what your AI can actually do, this collection is your starting point.

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📦 anctyenly453/abstract-algebra-promo

Abstract Algebra Promo: The Visual Poem

Turn abstract algebra into a living, breathing piece of digital art. This project takes the often-intimidating beauty of mathematical structures and renders them directly onto your screen using WebGL. Instead of dry textbook definitions, you get dynamic animations paired with a procedural soundtrack that reacts to the math. It uses Python libraries like NumPy and SciPy to handle the heavy calculations, while OpenCV and segno help generate the visual and audio elements. The result is a promotional piece that makes complex structural mathematics feel intuitive and beautiful. It is less about solving equations and more about experiencing the aesthetic of pure logic.

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📦 deepseek-ai/dsh-libreoffice-kit

dsh-libreoffice-kit: Turn Office Files into PDFs in Node

Dsh-libreoffice-kit lets you turn Word, Excel, and PowerPoint files into clean PDFs right from your Node dot js code. The tricky part is usually fonts; if the wrong one loads, your layout falls apart. This tool solves that by letting you point to exactly which font folders it should use, so your text stays readable and your pages stay in order. It even works offline without needing a desktop app installed. If you build document processors, this is your missing piece.

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📦 akun-python/autumn-recruitment

How to Hand-Code Your Way Through the AI Interview

Ace your next algorithm interview by writing every core model from scratch. Instead of just memorizing library calls, you actually build things like support vector machines and transformers line by line to truly understand how they work. This repository gives you one hundred and fourteen interactive notebooks covering everything from basic data structures to large language models. The coolest part is that every single notebook runs perfectly without needing a GPU or internet connection, proving you really get the math behind the code. It turns the scary interview process into a manageable checklist you can track.

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📦 d4ncboz/museai

Muse AI: OpenAI Access for Personal Agents

Muse AI turns any standard OpenAI client into a direct bridge for your personal Muse AI agents. It solves the compatibility gap by running a local server that speaks the same language as your favorite coding tools, eliminating the need to rewrite your code. The system manages your account sessions behind a headless browser, handling the complex authentication details so you don't have to. You simply point your existing setup at this new local address and start chatting. It even supports generating images and videos through the same interface.

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📦 idlerunner00/procedural-pixel-creatures

Procedural Pixel Creatures: The AI-Free Creature Generator

Procedural Pixel Creatures is the Godot tool that generates entire animated pixel beasts from pure code without a single pre-drawn sprite. The defining strength here is that every body, limb, and color is calculated mathematically, so you can breed unique variants and watch up to one hundred of them roam hills or swim underwater in real time. Because it runs entirely offline after setup, you get a completely deterministic workshop for designing and testing game assets. If you want to see how true procedural generation works without relying on AI images, this open source project is a fascinating look at how code can breathe life into simple pixels.

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📦 1molchuan/edge-smart-doh

edge-smart-doh: The Smart DNS for Cloudflare Sites

edge-smart-doh is the DNS service that makes Cloudflare-hosted websites load faster for Chinese users by picking the best available IP address based on your specific internet provider. It solves the common problem of slow connections by using real-time data to route you to the closest server, rather than guessing a generic address. This smart routing ensures that when you visit these sites, the connection is direct and quick, avoiding the usual delays. It even adds a layer of privacy protection so your browsing stays secure. If you run a website on Cloudflare, this tool is the simple way to fix those annoying lag issues for your visitors in China.

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