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UFO Core is an open‑source Python framework that treats autonomous business agents like first‑class OS processes. It defines a lifecycle, message bus, and plug‑in system so developers can compose, schedule, and monitor AI‑driven workflows without reinventing orchestration code.
Naive‑N0.5‑Flash is a publicly released 309‑billion‑parameter Mixture‑of‑Experts transformer that activates only 15.5 billion weights per token, targeting software development and AI research. The model offers near‑GPT‑4‑scale capacity while staying runnable on multi‑GPU rigs, and its open weights let anyone experiment without vendor lock‑in.
Liquid‑Glass Chat UI is a TypeScript‑based React component kit that delivers frosted‑glass chat bubbles, animated portrait avatars, branching story widgets, and a floating message composer. It leverages CSS backdrop‑filter and motion libraries to give web apps a sleek, interactive conversation layer.
Hermes‑Virtual‑Office turns a Next.js front‑end into an interactive 3D workspace where each AI agent occupies a desk, joins meeting rooms that auto‑record minutes, and updates a Kanban board in real time via the Hermes API, all typed in TypeScript.
Muse2api wraps muse.ai behind an OpenAI‑style async API, letting Python code talk to the service as if it were ChatGPT. It swaps mock, Chrome‑DevTools‑Protocol, or raw HTTP backends via a driver layer, making testing and deployment frictionless for LLM engineers.
SpiderBench is an open‑source JavaScript harness that lets developers define crawl scenarios, execute them at scale, and capture core performance signals such as request latency, throughput, and resource consumption, enabling data‑driven tuning of scraping pipelines and fair comparison of different spider implementations.
The tiny‑classifiers repo shows how to spin up a 17 million‑parameter text classifier in about a minute using synthetic labels generated by a large language model. A step‑by‑step tutorial covers data creation, training on a consumer GPU, and benchmarking against a commercial API across ten tasks.
The Offensive‑Security‑AI‑Models repo ships a set of uncensored large language models that have been fine‑tuned on public exploit archives, vulnerability disclosures, and CTF write‑ups. It includes training scripts, model checkpoints, and inference wrappers aimed at red‑teamers and security researchers who need AI‑assisted code generation and threat analysis.
Blueprint‑animation is a lightweight JavaScript demo that turns a before‑after UI redesign into a step‑by‑step animated blueprint. It draws vector outlines over the original layout, then morphs them to the new design, exposing a reusable requestAnimationFrame‑driven pipeline for design walkthroughs.
SkylarKitchen/skills ships a library of function‑callable “skills” that let AI agents generate design artifacts, step‑by‑step 3D build instructions, material lists, and visual HTML output, without hand‑crafting prompts each time. The repo’s plug‑in style makes it easy to extend for any CAD workflow.
