{"slug":"tooluniverse-drug-mechanism-research","source_name":"tooluniverse-drug-mechanism-research","name":"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":16,"pass_rate_pct":20,"total_cases":25,"passed_cases":5,"tokens_delta_pct":123.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-28T08:01:21.603652+00:00"},"skill_score":0.2,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":16,"with_pass_pct":20,"without_pass_pct":4,"tokens_delta_pct":123.9,"turns_delta_pct":0,"total_cases":25,"cases_aggregated":13,"verdict":"mixed","never_hurt":false,"completed_at":"2026-07-28T08:01:21.603652+00:00","run_id":"7df44619-3d0a-4e63-860b-26ea87b735fd","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/tooluniverse-drug-mechanism-research/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/tooluniverse-drug-mechanism-research"}