Perform constraint-based metabolic modeling with COBRApy using FBA and FVA.
npx skills add https://github.com/hxk622/TokenDance --skill cobrapy-hxk622
Please help me install this Agent Skill. Skill: cobrapy Source: https://github.com/hxk622/TokenDance/tree/main/backend/app/skills/builtin/scientific/research-tools/cobrapy Command: npx skills add https://github.com/hxk622/TokenDance --skill cobrapy-hxk622
This Skill enables users to perform complex analyses on metabolic models, crucial for understanding cellular metabolism, predicting phenotypes, and designing metabolic engineering strategies.
Use the cobrapy skill to load the 'ecoli' model and calculate its baseline growth rate.
High-intent search queries and answers about installing and using this skill.
Flux balance analysis is performed by loading a metabolic model and simulating metabolic flux distributions under given conditions to optimize objectives like cellular growth rate.
Simulating gene knockouts involves modeling specific gene deletions within a metabolic network to predict their resulting effects on cellular metabolism and target compound production.
Metabolic modeling supports SBML, JSON, and YAML model formats for loading, saving, and manipulating metabolic networks in systems biology and metabolic engineering research.
Flux variability analysis determines the range of possible flux values for reactions within a metabolic model, helping identify bottlenecks and alternative pathway capacities.
Media design and gapfilling allow you to design minimal media required for microbial growth and identify missing reactions within metabolic models to complete network pathways.
Constraint-based metabolic modeling is used to understand cellular metabolism and predict phenotypes, enabling the design of effective metabolic engineering strategies for target compound production.
TurnaboutHeroPerform ML modeling, causal inference, and time-series analysis with scikit-learn and statsmodels.
LeonChaoXRun FBA, FVA, flux sampling, and deletion studies on SBML metabolic models.
dailycafiPerform constraint-based metabolic simulations on genome-scale models with cobrapy.
robinbarvaagPerform constraint-based metabolic modeling with COBRApy for FBA, FVA, and gene knockouts.
