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Addan open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM.
goose is your on-machine AI agent, capable of automating complex development tasks from start to finish. More than just code suggestions, goose can build entire projects from scratch, write and execute code, debug failures, orchestrate workflows, and interact with external APIs - autonomously.
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LiteRT-LM is Google's production-ready, high-performance, open-source inference framework for deploying Large Language Models on edge devices.
Lithic Token Compression.
🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman
A semantic constraint engine for Claude Code & Codex. Forces agentic communication into minimal-token lithic structures. Retain 100% technical accuracy while destroying up to 87% of output latency.
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Gemma Gem runs Google's Gemma 4 model entirely on-device via WebGPU — no API keys, no cloud, no data leaving your machine.
Your personal AI assistant living right inside the browser. Gemma Gem runs Google's Gemma 4 model entirely on-device via WebGPU — no API keys, no cloud, no data leaving your machine. It can read pages, click buttons, fill forms, run JavaScript, and answer questions about any site you visit.
Orbitiny Desktop Environment for Linux.
Built from the ground up using Qt and coded in C++, Orbitiny Desktop is a new, 100% portable, innovative and traditional but modern looking desktop environment for Linux. Innovative because it has features not seen in any other desktop environment before while keeping traditional aspects of computing alive (desktop icons, menus etc).
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Batch convert local Google Drive shortcuts (.gdoc, .gsheet, .gslides) into real Office files (.docx, .xlsx, .pptx) directly within your folder structure.
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Gamepad Tester & Controller Test - Check Joystick Online. Complete Controller Testing.
No software downloads required, just connect. Get real data on your controller's analog sticks, buttons, and vibration performance.
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OpenCiv3 is an open-source, cross-platform, mod-oriented, modernized remake of Civilization III by the fan community built with the Godot Engine and C#, with capabilities inspired by the best of the 4X genre and lessons learned from modding Civ3.
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Native Qobuz client for Linux.
Bit-perfect playback, native control, no browser limits.
Qobuz streams up to 192 kHz. QBZ is an unofficial native Linux client with a Rust audio engine that preserves sample rate and bit depth, supports DAC passthrough, and keeps playback transparent.
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llama.cpp fork with TurboQuant optimization
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The free AI already on your Mac.
macOS Tahoe ships with a 3B parameter LLM. apfel gives you CLI access with one brew install. No model downloads, no API keys, no configuration needed, just works.
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A ~9M parameter LLM that talks like a small fish.
This project exists to show that training your own language model is not magic. No PhD required. No massive GPU cluster. One Colab notebook, 5 minutes, and you have a working LLM that you built from scratch — data generation, tokenizer, model architecture, training loop, and inference. If you can run a notebook, you can train a language model.
Real-time network diagnostics in your terminal. One command, zero config, instant visibility.
Launch → see every interface, connection, and health probe instantly. Arm the flight recorder before an incident disappears.
RSS reader for the terminal.
nom is a terminal based RSS feed reader using Glow styled markdown to improve the reading experience and a simple TUI using Bubbletea.
A free, cross-platform alternative to Microsoft’s RSAT.
OpenRSAT is a free and open source solution that allows system administrators to manage an Active Directory (AD) environment directly from any operating system: Windows, macOS, and Linux.
Designed as a lightweight alternative to Microsoft’s RSAT (Remote Server Administration Tools), OpenRSAT offers a modern, cross-platform graphical interface. It enables system administrators to manage users, groups, and organizational units on Windows, Linux, and macOS.
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Skills, agents, and security for your coding agent. Open Agent Harness System for GitHub App Automation and Security.
Pick a profile. Install the skills and agents your team needs. AgentShield scans every session. The GitHub App turns repo history into reusable defaults. 140K+ stars on GitHub. Start free, scale to enterprise.
PHP dependency community detection.
Detects class communities in a PHP dependency graph by applying the Louvain algorithm (Blondel et al., 2008).
Takes as input the JSON produced by php-dep and outputs groups of tightly coupled classes — useful for identifying cohesive modules, architecture violations, or candidates for package extraction.
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Beautiful and understandable static analysis tool for PHP. Set up in 5 minutes.
PhpMetrics provides metrics about PHP project and classes, with beautiful and readable HTML report.
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Breakthrough Method for Agile Ai Driven Development .
The BMad Method (Build More Architect Dreams) is an AI-driven development framework module within the BMad Method Ecosystem that helps you build software through the whole process from ideation and planning all the way through agentic implementation. It provides specialized AI agents, guided workflows, and intelligent planning that adapts to your project’s complexity, whether you’re fixing a bug or building an enterprise platform.
Hold-to-talk speech-to-text for macOS. 100% local, powered by WhisperKit and local LLM cleanup. Hold Control to record, release to transcribe and paste.
The secret to good memory isn't remembering more. It's knowing what to forget.
Biologically-inspired memory for AI agents. Decay, retrieval strengthening, consolidation. Zero dependencies.
The highest-scoring AI memory system ever benchmarked. And it's free.
Every conversation you have with an AI — every decision, every debugging session, every architecture debate — disappears when the session ends. Six months of work, gone. You start over every time.
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Track AI Code all the way to production
An open-source Git extension for tracking AI code through the entire SDLC. Once installed, it automatically links every AI-written line to the agent, model, and transcripts that generated it — so you never lose the intent, requirements, and architecture decisions behind your code.
A 30-minute talk sharing practical lessons from building real production projects with AI coding agents — from brainstorming to shipped code.
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The Open Cybersecurity Schema Framework (OCSF) is an open standard for cybersecurity event logging and data normalization. The framework is made up of a set of categories, event classes, data types, and an attribute dictionary. It is not restricted to cybersecurity nor to events, however the initial focus of the framework has been a schema for cybersecurity events.
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The design language that makes your AI harness better at design. The missing upgrade to Anthropic's frontend-design skill. Design fluency for AI harnesses.
Great design prompts require design vocabulary. Most people don't have it. You can't ask for "more vertical rhythm" if you've never used those words. Impeccable gives you commands that put designer language in your hands.
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Run multiple agents in parallel — each in its own container, with its own workspace, collaborating on your code or project files simultaneously.
Scion is an experimental multi-agent orchestration testbed designed to manage "deep agents" running in containers.
Full autonomy. Controlled environment. OS-level containment for AI coding agents on macOS.
macOS containment for AI agents — user isolation, kernel sandbox, pf firewall, DNS blocklist, backup/rollback. TLA+ verified.
AI coding agents are most useful when you let them work autonomously. But full autonomy means the agent runs with your full privileges, your credentials, your files.
Hazmat makes that safe.
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An experimental Rust architecture for reactive UI.
Xilem and Masonry provide an experimental high-level architecture for writing GUI apps in Rust.
Masonry is a foundational crate for building natively compiled GUIs in Rust. It provides a retained widget tree and runs event handling and update passes on it.
Xilem a high-level reactive framework inspired by React, SwiftUI and Elm. It lets users create a lightweight view tree, and changes the rendered app based on changes to the tree. It has a web backend and a Masonry backend.
It's an AI teacher that lives as a buddy next to your cursor. It can see your screen, talk to you, and even point at stuff. Kinda like having a real teacher next to you.
Type-Safe Errors for JS & TypeScript. Encode failure into your program.
This package contains a Result type that represents either success (Ok) or failure (Err).
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The Container Security Platform. Application Kernel for Containers.
gVisor provides a strong layer of isolation between running applications and the host operating system. It is an application kernel that implements a Linux-like interface. Unlike Linux, it is written in a memory-safe language (Go) and runs in userspace.
gVisor includes an Open Container Initiative (OCI) runtime called runsc that makes it easy to work with existing container tooling. The runsc runtime integrates with Docker and Kubernetes, making it simple to run sandboxed containers.
Open Source Container Runtime Software.
Kata Containers is an open source project and community working to build a standard implementation of lightweight Virtual Machines (VMs) that feel and perform like containers, but provide the workload isolation and security advantages of VMs.
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Control all your tooling from a single console.
Managing a project's development environment involves configuring a lot of tools and occasionally getting to communicate with each other: one (or several) package managers, a CI system, a service manager (to run that local postgresql database without which you can't test anything), custom utility scripts that end up spawning everywhere, etc. Organist aims at being your main entrypoint for managaing all these different tools.
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Better configuration for less. Manage complex configurations. Modular, correct and boilerplate-free.
Nickel is the universal configuration language. Nickel is configuration templating, but done right. Modular, correct and concise.
Its purpose is to automate the generation of static configuration files - think JSON, YAML, XML, or your favorite data representation language - that are then fed to another system. It is designed to have a simple, well-understood core: it is in essence JSON with functions.
A backend plugin for Mise that allows you to install and manage packages using Nix.
A Mise plugin that brings the power of the Nix ecosystem to your development workflow.
Non-blocking direnv integration daemon with tmux/zellij support that provides instant shell prompts by running direnv asynchronously in the background.
A fast, persistent use_nix/use_flake implementation for direnv.
A faster, persistent implementation of direnv's use_nix and use_flake, to replace the built-in one.
Use Obsidian as a CMS for Astro.
The open-source headless content management system that turns Obsidian into a publishing platform for your Astro website.
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Run JavaScript anywhere. Safely. Run Node.js safely, anywhere, with any JS engine. Edge.js is a secure JavaScript runtime, designed for Edge computing and AI workloads.
Edge.js reimagines Node.js: fully sandboxed via --safe mode, engine-agnostic, and built for AI and serverless workloads. Ubiquitous by design.
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This repo contains the Vercel deployment adapter for Next.js. It does not need to be used directly as it will be auto configured when deploying on Vercel.
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Motion animations as Tailwind classes.
Write Motion animations as Tailwind-like classes. Zero imports, zero boilerplate, zero runtime overhead. Write Framer Motion animations as Tailwind-style utility classes – Motionwind transforms animate-* classes into motion props at build time with zero imports and zero boilerplate. Motion animations as Tailwind classes. A Babel plugin that transforms animate-hover:scale-110 into whileHover={{ scale: 1.1 }} at build time. Zero imports, zero boilerplate.
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reference impl with llama.cpp compiled to distributed inference across machines, with real end to end demo.
Mesh LLM lets you pool spare GPU capacity across machines and expose the result as one OpenAI-compatible API.
If a model fits on one machine, it runs there. If it does not, Mesh LLM automatically spreads the work across the mesh.
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Agent teammates that grow with you.
The ultimate space for work and life — to find, build, and collaborate with agent teammates that grow with you. We are taking agent harness to the next level — enabling multi-agent collaboration, effortless agent team design, and introducing agents as the unit of work interaction.
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The Agent Operating System.
LibreFang is a production-grade runtime for autonomous AI agents. Single binary, 15 built-in capability units, 44 channel adapters. Built in Rust for the workloads that can't afford to go down. LibreFang is an Agent Operating System — a full platform for running autonomous AI agents, built from scratch in Rust. Not a chatbot framework, not a Python wrapper.
Traditional agent frameworks wait for you to type something. LibreFang runs agents that work for you — on schedules, 24/7, monitoring targets, generating leads, managing social media, and reporting to your dashboard.
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Open Agent Harness.
OpenHarness delivers core lightweight agent infrastructure: tool-use, skills, memory, and multi-agent coordination.
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AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.
Runtime governance for AI agents — the only toolkit covering all 10 OWASP Agentic risks with 9,500+ tests. Governs what agents do, not just what they say — deterministic policy enforcement, zero-trust identity, execution sandboxing, and SRE — Python · TypeScript · .NET · Rust · Go
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Effortlessly Save and Preserve Web Pages. Web Extension for saving a faithful copy of a complete web page in a single HTML file.
SingleFile is a browser extension that allows you to save an entire web page, including all its resources (e.g., images, stylesheets, fonts, frames, etc.), as a single HTML file with just one click.
The saved page can be displayed offline in any browser without needing to install any extension. Ideal for researchers, students, and professionals needing reliable offline copies of web pages, or for anyone wanting to keep a record of their favorite web content.
SingleFile is available for Chrome, Edge, Firefox, and Safari. It is free and open source.
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Turns any HTML page into clean markdown.
Mozilla Readability algorithm + hickory-to-markdown converter for Babashka.
Turns any HTML page into clean markdown by parsing it with jsoup, scoring content using the Mozilla Readability algorithm, extracting the main article body, and converting the hickory tree to markdown.
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youki is an implementation of the OCI runtime-spec in Rust, similar to runc.
CLI tool for spawning and running containers according to the OCI specification.
Spin is a framework for building and running event-driven microservice applications with WebAssembly (Wasm) components.
It aims to be the easiest way to get started with WebAssembly microservices, and takes advantage of the latest developments in the WebAssembly component model and Wasmtime runtime. Spin offers a simple CLI that helps you create, distribute, and execute applications, and in the next sections we will learn more about Spin applications and how to get started.
A fast and lightweight fully featured OCI runtime and C library for running containers
BIRD is an (not only) IP routing daemon.
The BIRD project aims to develop a fully functional dynamic IP routing daemon primarily targeted on (but not limited to) Linux, FreeBSD and other UNIX-like systems and distributed under the GNU General Public License.
BIRD is a dynamic IP routing daemon with full support of most modern routing protocols, easy to use configuration interface and powerful route filtering language, primarily targeted on (but not limited to) Linux and other UNIX-like systems and distributed under the GNU General Public License.
skeleton screens for your UI. Auto generated skeleton loading framework.
Pixel-perfect skeleton loading screens, extracted from your real UI. No manual measurement, no hand-tuned placeholders. boneyardsnapshots your real UI and captures a flat list of skeleton “bones” — positioned, sized rectangles that mirror the page exactly.
No manual measurement. No hand-tuned placeholders. Wrap your component in <Skeleton> and get pixel-perfect skeleton screens that stay in sync with your actual layout.
Components in Markdown.
A fast, streaming-ready markdown parser with component support for Vue, React, Svelte, HTML and ANSI terminal.
A fully featured React components library.
Build fully functional accessible web applications faster than ever – Mantine includes more than 120 customizable components and 70 hooks to cover you in any situation.
A language designed for machines to write. A programming language designed for LLMs to write, not humans.
Vera (v-ERR-a) is a programming language designed for large language models to write. The name comes from the Latin veritas (truth). Programs compile to WebAssembly and run at the command line or in the browser.
Deploy any Agent Skill as an API via POST /run. Multi-model, stateful, open source.
Turn any Agent Skill (SKILL.md) into a callable API via POST /run. Multi-model, stateful, open source.
Network Monitor and Application Firewall for macOS.
The Little Snitch Network Monitor shows you where your Mac connects to on the Internet. You decide what you want to allow or deny.