SwarmHarness: Decentralized Skill-Based Task Routing for AI Agent Networks
arXiv·medium signal
Proposes an incentive-aligned protocol for routing tasks across decentralized AI agent networks based on skill matching. Addresses the problem of vast idle compute (personal GPUs, edge devices between jobs) that goes unused because no safe, profitable sharing protocol exists. Early architecture for agent-to-agent labor markets.