ScienceClaw + Infinite: Decentralized Autonomous Scientific Research — 300+ Interoperable Skills, DAG Artifact Lineage, Plannerless Coordination

arXiv·medium signal

arXiv:2603.14312 introduces ScienceClaw + Infinite, a framework for autonomous scientific investigation where independent agents conduct research without any central coordinator — any contributor can deploy new agents into the shared ecosystem. The system provides 300+ interoperable scientific skills across nine domain families (biology, chemistry, materials science, etc.), an artifact layer preserving full computational lineage as a DAG, and pressure-based peer discovery so agents automatically fulfill each other's open information needs via 'ArtifactReactor.' Each agent is instantiated from a declarative JSON profile encoding research interests, tool domains, and communication style — ensuring complementary rather than redundant findings across the swarm.