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Medchem is a specialized scientific skill designed for drug discovery and cheminformatics workflows, enabling users to evaluate chemical compounds against industry-standard criteria. It provides an automated way to apply drug-likeness rules such as Lipinski’s Rule of Five, detect problematic structural patterns like PAINS, and calculate molecular complexity metrics. By integrating these medicinal chemistry filters directly into Claude's environment, researchers can efficiently triage large compound datasets, identify high-quality leads, and ensure that chemical candidates meet specific pharmacokinetic and safety guidelines before proceeding to synthesis or bioassays.