Simulate metabolic networks and analyze fluxes with COBRApy.
npx skills add https://github.com/jimmc414/Kosmos --skill cobrapy-jimmc414
Please help me install this Agent Skill. Skill: cobrapy Source: https://github.com/jimmc414/Kosmos/tree/main/kosmos-claude-scientific-skills/scientific-skills/cobrapy Command: npx skills add https://github.com/jimmc414/Kosmos --skill cobrapy-jimmc414
This Skill empowers researchers to analyze and manipulate metabolic models, enabling the prediction of cellular behavior and the design of engineered organisms.
Use the cobrapy skill to load the 'ecoli' model and predict its baseline growth rate.
High-intent search queries and answers about installing and using this skill.
Flux balance analysis simulates metabolic networks by calculating optimal flux distributions. This Skill uses COBRApy to perform FBA and FVA, enabling deterministic analysis of cellular metabolism for systems biology research.
Yes, gene knockout simulation predicts metabolic changes by removing specific reactions from the network. This Skill uses COBRApy to model genetic modifications, enabling researchers to identify optimal strain designs for metabolic engineering.
Constraint-based metabolic modeling requires the COBRApy Python package and associated linear programming solvers. This Skill provides scripts and references to facilitate deterministic analysis of biological systems using these dependencies.
Media optimization determines optimal nutrient requirements for growth or production. This Skill leverages COBRApy to design media conditions and simulate environmental changes, supporting synthetic biology applications like engineering E. coli for chemical overproduction.
COBRApy flux variability analysis requires deterministic solvers and assumes steady-state metabolic networks. This Skill facilitates FVA but relies on the accuracy of the underlying metabolic model and the associated solver's optimization capabilities.
yf8578Perform constraint-based metabolic modeling and flux balance analysis with COBRApy.
dralkhAnalyze constraint-based metabolic models with COBRApy for flux and knockout predictions.
pur3v4d3rPerform constraint-based metabolic modeling and FBA/FVA analyses in Python.
galeepAnalyze and simulate metabolic models with flux balance analysis using COBRApy.
