SWML Orchestrator

SWML-Powered Agent Orchestrator

An OpenClaw-based AI agent orchestration framework built strictly on Shunsuke's World Model Logic (SWML) theory. Unlike prompt-based tools (AutoGen, CrewAI), SWML provides a mathematical foundation for agent-environment interactions ($\Omega: I \times W \rightarrow R$).

📖 Theoretical Foundation

The core theory driving this orchestrator is documented in our foundational paper: SWML: The Mathematical Foundation of AI Agent Orchestration (22 pages, 6 Axioms, 5 Theorems, 95% success rate in empirical trials).

Core Formula

$$ \hat{H}_W = \hat{T} + \hat{V} + \hat{W}_{interaction} $$

🚀 Quick Start

(Coming soon)

npm i -g swml
swml start

📂 Architecture

• packages/swml: Core orchestration engine
• apps/*: Interfaces and extensions

📄 License

Apache-2.0