Autonomous Agents Coordinate Distributed Scientific Discovery via Emergent Artifact Exchange
arXiv·medium signal
ScienceClaw agents coordinate across 300+ skills organized into nine domain families by exchanging structured artifacts—not just messages—enabling distributed scientific discovery without hardcoded routing logic. The investigation pipeline converts a research topic into an ordered skill-invocation chain by inferring which domain families are relevant to the question, then emitting parameters for each step. A concrete open-ended agent architecture reference for practitioners building multi-agent research or analysis pipelines.