{"slug":"jaechang-hits-libsbml-network-modeling","source_name":"jaechang-hits/libsbml-network-modeling","name":"Jaechang Hits/Libsbml Network Modeling","description":"Build, read, validate, modify SBML biological network models via the libSBML Python API. SBML Levels 1–3, reactions/kinetic laws, species, rules, FBC extension for flux balance, conversion. Interoperates with COBRApy, Tellurium/RoadRunner, COPASI. Use when programmatically constructing ODE or constraint-based metabolic/signaling models in SBML.","version":1,"lift":{"pass_rate_delta_pts":18.18,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":477,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-24T00:00:10.924201+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":18.18,"with_pass_pct":100,"without_pass_pct":81.8,"tokens_delta_pct":477,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-24T00:00:10.924201+00:00","run_id":"af0527de-bf7b-484d-92e9-f3a97b551efe","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":"LGPL-2.1","install_count":0,"manifest_hash":"a729969eff701d03581be7dcf6f3a7f00c62ec55a1fbe8483983653f74f4c7cb","raw_url":"https://app.decimal.ai/s/jaechang-hits-libsbml-network-modeling/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/jaechang-hits-libsbml-network-modeling"}