Simulate anything, for $1 & less than 10 min - Universal Swarm Intelligence Engine

A professional Python framework for testing prompt strength, quality, and real autonomous-agent effectiveness.

💬 A CLI app that lets you watch conversations between two LLMs (all running locally using Ollama)

【2025 Soul AI Agent Competition —— 3rd Prize】A multi-agent social simulation engine that turns static text — novels, lore documents — into interactive, co-creatable living worlds with an Orchestrator-Performer architecture.

Marketing AI Chief of Staff. Multi-agent social simulation with LightRAG knowledge graphs. Preview how your content spreads before you publish. Ollama local LLM supported.

The WYRD Protocol Architecture. The goal is to move the "World Model" out of the LLM's fleeting memory and into a structured Entity-Component-System (ECS). World-class foundation for deterministic AI world-modeling. Light-weight agnostic world-modeling system designed for the next generation of AGI, AI gaming, AI RPGs, and AI charactor systems.

Autonomous LLM-powered simulation exploring LLM agent behavior with subjective memory and emergent narratives through multi-phase intention-arbitration-memory ticks. Arbiter resolves scenes, memory degrades via FIFO summarization, simulation mutates even in empty locations.

🌍 WorldSim AI — AI-powered world simulation engine. Generate, explore & interact with dynamic virtual worlds. For research, gaming & creative storytelling.

This repository contains a simulation of boids, demonstrating flocking behavior. The simulation models the collective movement of agents (boids) to mimic the natural behavior of birds flocking, fish schooling, or herding animals. This project showcases principles of swarm intelligence and artificial life.

🧮 PINN Enterprise Platform - AI-Powered Physics Simulations with CopilotKit-style Research Canvas UI. Complete serverless architecture with RAG-powered code generation, 3D visualization, and global edge deployment.

Qyvaria OS and Qyvaria AI Software: an open-source AI engineering platform with qyvaria.py kernel corpus, local AI workflows, agents, monitoring, prompt generation, QyChat, AI BIOS, and hard-logic automation.

🌌 ChaosChain-AI: Next-Gen Supply Chain AI Simulator Advanced AI control tower combining chaotic demand modeling, Monte Carlo simulations, and multi-factor risk scoring. Features real-time monitoring, predictive analytics, and automated mitigation across global supply chains. 🔬 Research | 🏭 Supply Chain AI | 🤖 Machine Learning |📊 Simulation

An LLM-powered conversational simulation framework for Discord, featuring autonomous action planning, safety filtering, and multi-provider LLM integration for research and controlled testing.

Multi-Agent OS for LLM-powered NPCs — AI characters live, wander, and talk autonomously in a pixel-art 2D world. Supports MCP protocol, skill system, multi-LLM (DeepSeek/OpenAI/Claude), and real-time collaboration chains.

Simulate and visualize Continuous Thought Machines (CTMs) — biologically-inspired neurons with memory and phase-based synchronization. A Streamlit app for exploring neural dynamics, built for learning, research, and a bit of fun.

presim-matrix-core

A sophisticated, TUI-based simulation platform for studying emergent social behaviors in AI agents. Features headless mode for reproducible experiments, structured logging, and dynamic voice generation.

Agentic Simulation for HackerNews

A parallel universe social sandbox powered by multi-agent AI simulation. Each user generates a digital twin agent that lives, socializes, and builds relationships autonomously in a virtual world.

Backprop Bandits is a terminal-based strategy game where players train, battle, and optimize miniature GPT models. It features an interactive CLI for managing compute energy, visualizing real-time loss curves and gradients, and competing to build the most efficient learner from scratch.