{"slug":"xuzhougeng-ligandmpnn","source_name":"xuzhougeng/ligandmpnn","name":"Xuzhougeng/Ligandmpnn","description":"Inverse-fold a backbone with ligand, nucleic-acid, and metal context using LigandMPNN (Dauparas et al. 2023, github.com/dauparas/LigandMPNN). Reach for this skill to redesign the residues lining a binding pocket around a bound small molecule or cofactor, to design metal-coordinating sites where the geometry must be respected, or to get threaded designed-sequence PDBs out of any MPNN run.","version":1,"lift":{"pass_rate_delta_pts":39.13,"pass_rate_pct":95.7,"total_cases":23,"passed_cases":22,"tokens_delta_pct":38.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-14T03:02:03.508684+00:00"},"skill_score":0.9565,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":39.13,"with_pass_pct":95.7,"without_pass_pct":56.5,"tokens_delta_pct":38.6,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-14T03:02:03.508684+00:00","run_id":"f6cc3912-8dc3-4055-b337-2ac8d75c83f8","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":"Apache-2.0","install_count":0,"manifest_hash":"030beba486941c5b92ecfae3dbb2a771687516f1368ac15786a9f622d5102e78","raw_url":"https://app.decimal.ai/s/xuzhougeng-ligandmpnn/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/xuzhougeng-ligandmpnn"}