{"slug":"mims-harvard-tooluniverse-natural-product-dereplication","source_name":"mims-harvard/tooluniverse-natural-product-dereplication","name":"Mims Harvard/Tooluniverse Natural Product Dereplication","description":"Dereplicate a putative natural product and assign its chemical taxonomy. Use to answer \"is [compound] a known natural product\", \"what microbe/organism produces [compound]\", \"what chemical class is [compound]\", \"dereplicate this metabolite (by formula/exact mass/InChIKey/SMILES)\", or \"classify this molecule into ChemOnt\". Searches NPAtlas for known microbial natural products (producing organism + literature reference), assigns the ChemOnt kingdom→superclass→class→subclass hierarchy via ClassyFire","version":1,"lift":{"pass_rate_delta_pts":-8,"pass_rate_pct":44,"total_cases":25,"passed_cases":11,"tokens_delta_pct":158.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-06T16:10:27.330898+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":-8,"with_pass_pct":44,"without_pass_pct":52,"tokens_delta_pct":158.1,"turns_delta_pct":0,"total_cases":25,"cases_aggregated":13,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-06T16:10:27.330898+00:00","run_id":"d34fcc8f-52b1-4563-94a8-e8d0926ae5c6","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":"e15916ba9ed02983d4101cfd84ed5cebb827fa7b5ba80623c1cea3cb7f88125e","raw_url":"https://app.decimal.ai/s/mims-harvard-tooluniverse-natural-product-dereplication/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/mims-harvard-tooluniverse-natural-product-dereplication"}