MolClaw integrates 30 specialized domain resources using a three-tier hierarchical architecture of 70 distinct skills. This structure organizes atomic operations into validated pipelines with built-in quality checks and reflection. The system solves the reliability gap in high-complexity drug screening. Researchers can now automate multi-step computational drug discovery workflows via autonomous agents.