Hi. I'm @rUv

One of the strange advantages of building everything in public is the sheer weight of my “prior art” portfolio.

When you step back and look at my GitHub, it is essentially a giant archive (millions of lines deep) of crazy experiments, many becoming a thing years later.

Some polished, some rough, some half baked but functional, at least for me anyway. What matters is that they exist, they ran, and they were shared.

Publicly before most other had even thought about Agents or Swarms..

Since 2021 I have been pushing ideas into the open as fast as I can think of them. Swarm orchestration, agentic memory, self learning vector databases, GNN layers inside the data store, dynamic mincut as a structural signal, proof gated mutations, edge cognition, neural meshes, chip architectures.

Many of these ideas appeared in my repos years before the industry began talking about them seriously.

Patent lawyers have an almost comical reaction when they look at the repo graph.

Millions of downloads every month. Every country. Thousands of monthly commits. Thousands of libraries connected to the same central conceptual stack. Every new project integrates the previous creating a chain of creation.

The typical patent lawyer’s first reaction is utter confusion. Their second is realization that the prior art surface area is enormous. Bigger than most F500 combined. Uniquely focused on Agentic Ai.

Like it or not, anyone filling an agentic patent has to deal with me.

Which seems to upsetting a lot folks. Am I fraud? Well, the code is there, the users and ultimately that’s all that matters to me.

I sometimes joke Edison filed a thousand patents across his entire career. I tend to drop the equivalent of that volume in a weekend. Just because I could.

Not because I am trying to patent everything. The opposite. The strategy is simple. Publish first. Free for all.

Long live ❤️ Open Source.

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296 public repositories · 636 published packages (322 Rust crates · 778k+ crate downloads · 284 npm · 34M+ npm downloads/yr · 8 PyPI · 22 Hugging Face models/spaces) · spanning March 2023 → today. Each project integrates the previous, so the catalog is a single connected chain rather than a pile of one-offs. Everything below is grouped, dated, and tied to a public commit or registry artifact you can click and verify.

Because the whole point of building in public is the provenance. These dossiers tie every system to the genesis commit that first introduced it — hash, author date, and a clickable link — alongside scoped first-of-kind claims with named external prior art.

Org & systems provenance

• ruvnet org-wide prior-art dossier — 248 public repositories, every one tied to its genesis commit (date + link), plus 47 detailed entries and 23 scoped global-first claims.
• RuVector internal-systems dossier — per-crate provenance for the RuVector self-learning vector DB (RVF, RVM, SONA, emergent-time, witness chain).

Claude-Flow / Ruflo — the harness

• Year-One Executive Brief — 31 verified first-mover positions and the harness-not-model thesis (June 2025 – June 2026).
• Prior-Art Dossier — Academic Edition — the 31 firsts sorted into invention / implementation / engineering / integration, with dated industry-comparison tables and calibrated first-claim language.

Distribution surface

• Packages & Libraries Index — every published package across all four registries: 322 crates (778k+ downloads) · 284 npm (34M+ downloads/yr) · 8 PyPI · 22 Hugging Face models/spaces, grouped into 28 project families with links, dates, and per-package download counts. This catches the mono-repo sub-projects (RuVector's 99 crates + 141 npm at 24M downloads, the sublinear/temporal family, ruv-FANN / ruv-swarm, EXO-AI, RuVix kernel, AIMDS, Cognitum, Neural Trader) that a repo-level list misses.

Provenance is fact (click any commit or package); novelty claims are scoped, dated, and listed with prior art so they can be checked or refuted.

The current core stack — each row shows the genesis commit (first public appearance, with date) and a live star badge (auto-updates via shields.io). Newer and larger than most of the catalog below, these were missing from the historical lists. (Row order reflects stars at last edit; the badges themselves stay current.)

Project	What it is	Born	★ (live)	Genesis commit
RuView	Camera-free spatial intelligence, vital-signs & presence from commodity WiFi CSI	2025-06-07		6cab2309
ruflo	Leading agent meta-harness for Claude — multi-agent swarms, self-learning memory	2025-06-02		7c1f9402
RuVector	High-performance real-time self-learning vector + GNN memory DB in Rust	2025-11-19		ea3e70aa
agentic-flow	Easily switch between alternative low-cost AI models in Claude Code/Ag	2024-09-02		4db75395
Bot-Generator-Bot	The ultimate bot generator bot prompt. Use this prompt to create power	2023-04-02		d88a98d8
open-claude-code	Nightly Claude Code CLI decompile — reverse-engineered & rebuilt	2025-02-24		2c25d1cb
daa	Decentralized Autonomous Applications — self-managing apps	2023-03-09		30e53358
rvm	The virtual machine built for the agentic age, in Rust	2026-04-04		f39c3adf
marketing	Agentic marketing swarm	2026-01-13		fe459976
rudevolution	AI semantic decompiler with correctness proofs	2026-04-03		afde93e8
chatgpt_plugin_python	A simple To-do ChatGPT Plugin using python and deployed on replit.	2023-03-23		331803bd
flow-nexus	Competitive agentic platform built entirely on MCP	2025-08-25		c0e84960
rUv-Enterprise-AI-Guide	The rUv Enterprise AI Guide is a comprehensive resource designed to as	2024-05-03		2061c824
sublinear-time-solver	Rust+WASM sublinear-time solver for asymmetric diagonally dominant systems	2025-09-19		316ec6d7
Synaptic-Mesh	Self-evolving peer-to-peer neural fabric where every node is a learning agent	2025-07-13		30463806
openai_devops	This script is a command-line tool that utilizes OpenAI's GPT-3.5 Turb	2023-03-15		d9fafd7e
AiToml	AI-TOML Workflow Specification (aiTWS), a comprehensive and flexible s	2023-03-21		e98be084
agentdb	Vector memory that gets smarter every time your agent uses it	2026-05-06		8b3388b2
ARCADIA	AI-powered game engine for dynamic, personalized experiences in evolvi	2023-04-10		3b73482c
agentic-devops	Agentic DevOps is a powerful, interactive Command-Line Interface (CLI)	2024-06-10		3fef505e
ruvbot	ruvBot is an innovative tool designed to assist users in navigating an	2023-12-06		0372bc2d
Swagger-ChatGPT-Plugin-Creator	ChatGPT Plugin Creator is an open-source project that helps you conver	2023-03-28		790731b9
VIVIAN	Vector Index Virtual Infrastructure for Autonomous Networks	2023-03-31		e8dc86d5
vibecast	Weekly Vibecast Live coding sessions with rUv. Check branches for each	2025-05-01		2fdbbc51

All 247 owned non-fork repositories with a public genesis commit, each tied to its first commit. This is the full, verifiable provenance base — including older and smaller experiments missing from the curated lists above. Stars as of 2026-06-13; genesis date = author date of the repository's first commit (an upper bound on first appearance).

Core frameworks and libraries for building AI-powered applications and intelligent systems.

Projects focused on intelligent agent systems, automation, and autonomous operations.

Projects enhancing communication through AI-driven chatbots, voice interactions, and prompt engineering.

Tools to streamline coding, deployment, and project management.

Projects leveraging AI for data manipulation, analysis, reporting, and predictive modeling.

Projects enhancing user interfaces and experiences through AI.

Tools for cloud development, deployment, and infrastructure management.

Explorations into quantum computing applications and intelligent agents.

Projects involving media capture, processing, and AI-based content analysis.

Exploring swarm intelligence and distributed algorithms.

Projects focused on web development and API integration.

Miscellaneous projects that don't fit into other categories.

• Building a ChatGPT Plugin: AI Web Surfer
  ChatGPT plugins are a powerful way to extend the capabilities of the ChatGPT.This how to build a ChatGPT plugin called "AI Surfer" that allows ChatGPT to surf the internet, summarize articles, and limit token counts using concurrent API connections. We'll also discuss how to deploy the plugin to Replit for free or to other cloud services. https://github.com/ruvnet/Surfer

• ChatGPT OpenAi API Plugin:
  A powerful ChatGPT plugin that integrates with the OpenAI API, enabling creative text generation, conversational AI, model fine-tuning, and more. Enhance ChatGPT's capabilities with seamless access to OpenAI's language models. https://github.com/ruvnet/chatgpt-openai-api-plugin

• ChatGPT Hugging Face Plugin:
  The Hugging Face API plugin for ChatGPT is a powerful integration that allows ChatGPT to interact with the Hugging Face platform, a leading provider of natural language processing (NLP) models, datasets, and tools. https://github.com/ruvnet/Surfer/tree/chatgpt-huggingface-plugin

High-performance Rust libraries and tools for distributed systems, quantum computing, and AI infrastructure.

View all 82 crates at crates.io/users/ruvnet