{"slug":"tooluniverse-vaccine-design","source_name":"tooluniverse-vaccine-design","name":"Tooluniverse Vaccine Design","description":"Computational vaccine candidate design: peptide/subunit vaccines via MHC-I/MHC-II epitope prediction (IEDB), population HLA coverage optimization, B-cell epitope identification, and cross-strain conservation analysis. Use for vaccine epitope prediction, HLA allele coverage, multi-epitope construct design, and immunogenicity assessment. Combines predicted MHC binding with experimentally validated IEDB epitopes for higher-confidence designs.","version":1,"lift":{"pass_rate_delta_pts":31.82,"pass_rate_pct":31.8,"total_cases":22,"passed_cases":7,"tokens_delta_pct":154.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-27T23:34:20.188161+00:00"},"skill_score":0.3182,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":31.82,"with_pass_pct":31.8,"without_pass_pct":0,"tokens_delta_pct":154.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":18,"verdict":"mixed","never_hurt":false,"completed_at":"2026-07-27T23:34:20.188161+00:00","run_id":"24115163-8ca8-459b-aeba-9a363838081b","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":null,"content_status":"clean","indexable":true},"license":"Apache-2.0","install_count":0,"manifest_hash":"6a2a84b5e9976197ff3bf27c5e0009b526c2d2460731375a924b6967b69a41c1","raw_url":"https://app.decimal.ai/s/tooluniverse-vaccine-design/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/tooluniverse-vaccine-design"}