Perform constraint-based metabolic modeling and analysis with COBRApy.
npx skills add https://github.com/Hung-3008/agusta --skill cobrapy-hung-3008
Please help me install this Agent Skill. Skill: cobrapy Source: https://github.com/Hung-3008/agusta/tree/main/.agents/skills/cobrapy Command: npx skills add https://github.com/Hung-3008/agusta --skill cobrapy-hung-3008
COBRApy enables researchers to perform constraint-based metabolic modeling and analysis, turning complex metabolic networks into executable workflows.
Load a COBRApy model, run a standard FBA, and inspect the resulting flux distribution.
High-intent search queries and answers about installing and using this skill.
You can perform flux balance analysis (FBA) by loading a genome-scale metabolic model and running optimization to simulate growth under different conditions and inspect the resulting flux distribution.
Constraint-based metabolic modeling in systems biology is used to turn complex metabolic networks into executable workflows, enabling model loading, flux analysis, gene deletions, and media design across diverse organisms.
To simulate gene knockouts and analyze their impact on metabolic growth, you apply gene deletion workflows to a loaded model, allowing you to evaluate the resulting changes in the optimized flux distribution.
Yes, you can perform flux variability analysis (FVA) and flux sampling using ready-to-run workflow templates that evaluate the range of possible fluxes across the metabolic network.
Yes, this approach supports gapfilling to identify missing network reactions and production envelope generation to visualize the relationship between growth rates and product yields.
Constraint-based modeling relies on stoichiometric assumptions and requires a well-curated genome-scale model, meaning it cannot predict dynamic enzyme regulation or kinetics without additional specialized constraints.
dailycafiValidate and curate SBML genome-scale metabolic models with COBRApy workflows.
silversteinPerform constraint-based metabolic modeling with FBA, FVA, and flux sampling.
jaminitachiAnalyze datasets with descriptive statistics, hypothesis testing, and visualization.
zongtingweiAutomate flux balance analysis and metabolic modeling with cobrapy for Python-based workflows.
