MolClaw: An Autonomous Agent with Hierarchical Skills for Drug Molecule Evaluation, Screening, and Optimization

In three linesMolClaw is an autonomous agent with a three-tier hierarchical architecture (70 skills) for drug molecule evaluation, screening, and optimization. It integrates 30+ specialized resources and achieves state-of-the-art performance on MolBench, a benchmark spanning 8 to 50+ sequential tool calls. Gains concentrate on structured workflow orchestration rather than ad hoc scripting.

Summary generated by Claude — human-verified