{"slug":"bio-molecular-descriptors","source_name":"bio-molecular-descriptors","name":"Bio Molecular Descriptors","description":"Calculates molecular descriptors and fingerprints using RDKit. Computes Morgan fingerprints (ECFP), MACCS keys, Lipinski properties, QED drug-likeness, TPSA, and 3D conformer descriptors. Use when featurizing molecules for machine learning or filtering by drug-likeness criteria.","version":1,"lift":{"pass_rate_delta_pts":22.73,"pass_rate_pct":27.3,"total_cases":22,"passed_cases":6,"tokens_delta_pct":61.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-24T08:22:32.628366+00:00"},"skill_score":0.2727,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":22.73,"with_pass_pct":27.3,"without_pass_pct":4.5,"tokens_delta_pct":61.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-07-24T08:22:32.628366+00:00","run_id":"9f5b9089-0a45-4432-b20e-d8e588fbbb12","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":null,"install_count":0,"manifest_hash":"68fc74fc2fb451cde1ccfdfc99a79e6651c5f0120323529e8c1c52653ac5c51c","raw_url":"https://app.decimal.ai/s/bio-molecular-descriptors/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/bio-molecular-descriptors"}