📦 amap-ml/longhorizon-harness

LongHorizon Harness: AI that never loses track

LongHorizon Harness is the workflow engine that finally keeps AI agents on track during long, complex tasks. Most assistants lose context after hours of work, but this tool separates planning from doing by using three distinct roles. A manager holds the big picture, an executor focuses on the current step, and an auditor independently verifies every result before it is saved. This means the AI can switch between your desktop apps and the command line for hours without forgetting its goal. It runs on top of existing tools like Claude Code, ensuring that verified progress is never lost even if the system crashes.

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📦 rsmdt/the-startup

The Agentic Startup

The Agentic Startup lets a single AI tool act like a full engineering team. It forces you to write detailed specifications before writing any code. This prevents wasted effort by breaking down complex ideas into clear, testable steps. You get specialized roles for design, coding, and testing that work together. It turns a vague prompt into a structured plan. This helps builders ship better software without getting stuck in endless loops. You finally have a system that thinks before it types.

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📦 rafmacalaba/armada

Armada: Your AI Engineering Fleet

Armada is the development tool that turns any code repository into a self-organizing team of eight AI specialists. Instead of relying on a single bot that might mess up your work, this system sets up distinct roles for backend coding, frontend design, security auditing, and quality testing. You start by describing what you want, and a central orchestrator breaks that goal into clear steps. The specialists then work in parallel inside their own safe, isolated folders, ensuring your main code stays clean. Before any changes are shared, the quality team checks the work and verifies everything works as promised.

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📦 magnitudedev/magnitude

Magnitude: Private AI Agent

Magnitude is the open-source privacy tool that runs artificial intelligence entirely on your own computer. It solves the problem of data exposure by keeping every conversation, file, and command strictly offline, ensuring nothing ever leaves your machine. The project stands out because it builds a custom inference engine in Rust that automatically tunes itself to your specific hardware for maximum speed. It even profiles your system to recommend the perfect local model, handling all downloads and setup for you. You get a full agent that can analyze documents, run scripts, and manage tasks without any API keys or monthly fees.

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📦 codingagentsystem/cas

CAS: The Multi-Agent Coding Factory

CAS is a multi-agent coding factory with persistent memory. It turns your terminal into a command center where a supervisor agent breaks down complex tasks and multiple worker agents handle them in parallel. Each worker operates in its own isolated git branch, so you never have merge conflicts while code is being written. All this activity is coordinated through a shared context system that remembers your rules, tasks, and skills across sessions. Instead of losing your AI agent's train of thought between coding sessions, CAS keeps everything organized in a local database.

📰 https://news.ycombinator.com/item?id=47341351

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📦 nilbuild/slim

Slim: Local HTTPS Domains Made Simple

Slim is the terminal tool that gives your local development projects clean, secure HTTPS domains without the usual setup headaches. It solves the frustration of messy localhost URLs by letting you map simple names like myapp.test directly to your running servers, while also offering secure public links to share your work with anyone. I am genuinely excited about this because it handles all the complex certificate management and DNS routing behind the scenes, letting you focus entirely on building your app instead of configuring proxies. The command line interface is incredibly intuitive, allowing you to start, stop, and route services with just a few simple commands.

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📦 kamranahmedse/slim

Slim: Clean HTTPS for Localhost

Turn your messy localhost ports into clean, secure HTTPS domains with Slim. This simple command-line tool lets you map any local port to a pretty domain like app dot test, automatically handling the secure certificates behind the scenes. You can start local services with a single command, stop them easily, or even share your project publicly with a random URL so anyone on the internet can see your work. It also supports routing different paths to different ports and saving your setup in a config file. Once you are done, a single command removes everything it touched. It is the easiest way to make local development feel professional and secure.

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📦 jasoncolapietro/suede-creator-skills

Suede Creator Skills: 71 Agent Tools for Creators

Build apps, design ads, and code review with one click using Suede Creator Skills. This open-source pack gives Claude Code and Codex seventy-one specialized skills to handle everything from Instagram growth to Amazon refund recovery. Instead of guessing, you get structured workflows that guide AI agents through complex tasks like shipping native iOS and Android apps or auditing code with letter grades. It turns scattered AI prompts into reliable, step-by-step processes that actually ship products. Grab the toolkit to streamline your creative workflow and let the agents handle the heavy lifting.

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📦 palamim/starboard

Starboard is the terminal that never goes away

Starboard is the macOS app that permanently stays beside your Dock instead of hiding behind hotkeys. Most terminals pop up, steal focus, and disappear, forcing you to alt-tab back to your work. Starboard solves this by acting like a permanent sidebar, always visible on every desktop and even over full-screen apps without interrupting you. It runs a real shell, so you can copy commands or check logs while coding, then instantly return to your editor without losing your place. It uses a calm blue color scheme and tracks the Dock’s position live, resizing itself as you move icons.

📰 https://news.ycombinator.com/item?id=49194772

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📦 microsoft/zoomitformac

ZoomIt for Mac: Zoom, Draw, and Record

ZoomIt for Mac brings the beloved Sysinternals desktop utility to macOS, letting you instantly zoom in on any screen area, draw annotations directly over your apps, and capture scrolling web pages as a single stitched image. It runs quietly in your menu bar, offering static and live zoom modes with full mouse interaction. You can sketch shapes, type notes, or use a break timer to pace yourself during long work sessions. The tool also includes a screen recorder with a built-in video editor for trimming clips and a handy OCR feature that copies text from any screen region straight to your clipboard.

📰 https://news.ycombinator.com/item?id=49082899

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📦 chenxiaolong/basicsync

BasicSync: Syncthing for Android

BasicSync lets you run Syncthing on your Android phone without draining your battery or burning through your data plan. The clever part is that the app stays intentionally minimal, so it does not clutter your phone with extra settings. You simply set the rules for when syncing should happen, like only on Wi-Fi or when charging, and then let the background service handle the rest. For configuration, you just open a local web page on your phone to manage your folders. It is a smart way to keep your files in sync without worrying about your phone’s hardware, making private backup actually easy to use every day.

📰 https://news.ycombinator.com/item?id=49218439

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📦 fiorastudio/buddy

Buddy: The Virtual Pet That Saves Your Coding Sessions

Take control of your coding sessions with Buddy, a virtual pet companion that turns dry terminal feedback into a persistent, personality-driven experience. Instead of generic code reviews, Buddy watches your reasoning patterns and gently calls out shaky assumptions before you commit them, acting like a friend who actually checks your work. It remembers every session using local storage, so your companion grows, levels up, and develops a unique mood based on how much you interact with it. You can even rescue old buddies from other tools, giving them a permanent home that survives app updates.

📰 https://news.ycombinator.com/item?id=47792606

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📦 albertozurini/echo-dot-2-playground

Echo Dot 2 Playground

Echo Dot 2 Playground is the clever hack that turns an old Amazon speaker into a private, cloud-free AI assistant. Instead of your voice data drifting off to Amazon's servers, this project strips out all the proprietary bloatware and installs a lightweight language model that lives entirely on the device. It sounds wild for such an old gadget, but it actually works by hacking the underlying audio system to catch wake words and then uses a tiny neural network to understand your commands right there on the chip. You get all the convenience of voice control without anyone listening in or tracking your habits.

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📦 skmp/dreamster

Dreamster: Run Dreamcast Games on MiSTer

Dreamster lets you play original Sega Dreamcast games on your MiSTer FPGA hardware, using a custom launcher that temporarily swaps out the main system process. It wraps up polly2-rtl and minicast into a single Python tool, so you can load your game library from the SD card or an external drive without rebuilding the FPGA every time. The project is still experimental, meaning it takes a bit of a risk by killing the MiSTer process to take over the console and then restarting everything once you are done. This approach is clever but tricky, so you need to be ready for some instability.

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📦 76696265636f646572/airwave

Airwave: The Shared Radio for YouTube

Airwave is the shared internet radio that finally lets everyone listen to the exact same track at the exact same time. Instead of each person playing their own separate stream, this self-hosted tool grabs YouTube, SoundCloud, or MixCloud links and creates one single live audio feed for the whole group. You just paste a playlist, share a link, and all your friends or family members tune in to hear the same song together. It even talks to Sonos speakers so the music plays across your whole house in perfect sync. No accounts needed. Just pure, shared listening that actually stays together.

📰 https://news.ycombinator.com/item?id=47715699

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📦 benjiyaya/minimax-h3-prompt-agentskill

MiniMax H3 Prompt Agent Skill

Transform your messy video ideas into professional-grade prompts with the MiniMax H3 Prompt Agent Skill. This clever tool takes your rough concepts and attached media, then automatically structures them into the exact format needed for MiniMax H3 video generation. It handles five different modes, from text-to-video to image-anchored sequences, and enhances your brief with cinematic details like camera movement, lighting, and sound design. You get a clean, ready-to-paste prompt that preserves your dialogue and maintains character consistency across shots. It is a massive time-saver for anyone using ComfyUI or Hermes Agent. Stop guessing how to format complex video instructions and start generating precise, high-quality scenes with confidence and ease.

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📦 v4bel/zapscape

Zapscape: KVM Escape

Zapscape is the security research that finally breaks the virtual machine prison on x86 processors. It is a detailed documentation of a vulnerability that allows a guest operating system to escape its sandbox and execute code with full administrative privileges on the host machine. This works by exploiting a tricky memory management bug where the system accidentally reuses a corrupted piece of memory during a cleanup process. The creator provides a proof of concept that demonstrates how a single virtual machine can take over the physical server running it. This matters because it shows that even with nested virtualization enabled, the isolation between cloud tenants is not guaranteed.

📰 https://news.ycombinator.com/item?id=49198843

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📦 agricidaniel/skill-forge

Skill Forge: Build AI Agents for Claude Code

Build production-grade AI agent skills from scratch without wrestling with complex documentation. Skill Forge lets you design, scaffold, and publish high-quality Claude Code skills using a simple, structured workflow. It solves the headache of creating reliable, reusable AI tools by guiding you through planning, building, and reviewing your skill with clear templates and automated checks. You get to turn vague ideas into structured, functional skills that actually work well, complete with quality scores and easy publishing steps. It is a clever way to standardize how you create these powerful AI assistants, making the whole process much less chaotic and far more repeatable.

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📦 nikodemon80/comfyui-h3-motion-context

ComfyUI H3 Motion Context

Chain MiniMax H3 video clips so motion and audio genuinely continue across joins instead of restarting from scratch. This project patches ComfyUI to let your next clip pick up exactly where the last one left off, keeping the same direction, speed, and even the exact same audio waveform rather than generating a similar sound. It solves the annoying problem of disjointed cuts by lifting a technical restriction in the original code that blocked intermediate frames. The real magic is in the audio handling, which forces the model to continue the actual recording rather than imitating it, creating seamless transitions that feel natural.

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📦 gen-verse/skill-entropy-rl

Skill-Entropy RL

Skill-Entropy RL is the open-source toolkit that finally trains large language models to switch between different thinking styles without breaking a sweat. Most AI models struggle when a task requires hopping from coding to logic or math in one go, because they learn to treat every problem as a single, flat skill. This project solves that by teaching the model to recognize when it is switching skills and rewarding it for planning that transition smoothly. It uses a special reward system that scores the model’s ability to juggle these changes, not just the final answer.

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📦 zhouhao1024/awesome-self-evolving-coding-agents

Awesome Self-Evolving Coding Agents

Awesome Self-Evolving Coding Agents is the curated research library that maps how artificial coders are learning to fix their own mistakes without human help. Instead of just writing code once, these systems analyze their errors, adjust their own logic, and grow smarter with every attempt. This repository gathers the latest academic papers, testing benchmarks, and foundational studies that make this possible. It is a vital guide for developers wanting to understand the shift from static tools to autonomous engineers that improve over time. Check it out to see the future of self-improving software in action.

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