{"slug":"jaechang-hits-cobrapy-metabolic-modeling","source_name":"jaechang-hits/cobrapy-metabolic-modeling","name":"Jaechang Hits/Cobrapy Metabolic Modeling","description":"Constraint-based (COBRA) analysis of genome-scale metabolic models: FBA, FVA, knockouts, flux sampling, production envelopes, gapfilling, media optimization. Use for strain design, essential gene ID, flux analysis. For kinetic modeling use tellurium; for visualization use Escher.","version":1,"lift":{"pass_rate_delta_pts":13.04,"pass_rate_pct":100,"total_cases":23,"passed_cases":23,"tokens_delta_pct":250.6,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-24T11:34:15.724067+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.04,"with_pass_pct":100,"without_pass_pct":87,"tokens_delta_pct":250.6,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-24T11:34:15.724067+00:00","run_id":"ff6e0660-ada4-4696-aa06-c7190f8f7936","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":"GPL-2.0","install_count":0,"manifest_hash":"d2554ceff427da7de74603503645e2547f853d49281418175984c1d599892ade","raw_url":"https://app.decimal.ai/s/jaechang-hits-cobrapy-metabolic-modeling/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/jaechang-hits-cobrapy-metabolic-modeling"}