{"slug":"mims-harvard-tooluniverse-drug-mechanism-research","source_name":"mims-harvard/tooluniverse-drug-mechanism-research","name":"Mims Harvard/Tooluniverse Drug Mechanism Research","description":"Trace drug mechanism of action — primary target → downstream signaling → pathway perturbation → tissue/organ effect → clinical outcome. Uses DrugBank, ChEMBL, KEGG, Reactome, STRING. Use for understanding how a drug works, identifying off-target effects, mechanism-based combination therapy design, and writing mechanism sections of reports.","version":1,"lift":{"pass_rate_delta_pts":13.64,"pass_rate_pct":72.7,"total_cases":22,"passed_cases":16,"tokens_delta_pct":97.2,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-06T15:51:48.873531+00:00"},"skill_score":0.7273,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.64,"with_pass_pct":72.7,"without_pass_pct":59.1,"tokens_delta_pct":97.2,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":17,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-06T15:51:48.873531+00:00","run_id":"d6505fb5-a033-4fc6-9285-eba5d255a755","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":"510ccce00b6f25e8b807afea7425047040e82015e746b5b733ab59a809f5e234","raw_url":"https://app.decimal.ai/s/mims-harvard-tooluniverse-drug-mechanism-research/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/mims-harvard-tooluniverse-drug-mechanism-research"}