A three-tier hierarchical architecture enables MolClaw to orchestrate 70 distinct skills across 30 specialized domain resources. The agent integrates tool-level operations into validated pipelines with built-in reflection and quality checks. This structure solves the fragility common in high-complexity drug screening workflows. Researchers can now automate multi-step molecule evaluation with higher consistency.