营销与写作

cobrapy

k-dense-ai/scie…t-skills

Performs constraint-based metabolic modeling with COBRApy, including FBA, pFBA, FVA, gene knockouts, flux sampling, growth media, production envelopes, gap filling, and SBML model validation for systems biology and metabolic engineering.

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安装命令

npx skills add https://github.com/k-dense-ai/scientific-agent-skills --skill cobrapy

SKILL.md

COBRApy - Constraint-Based Reconstruction and Analysis

When to use

Use for loading/building metabolic networks, optimizing their steady-state fluxes, knockout screens, medium design, feasible-space sampling, and gap-filling hypotheses. FBA is a constraint-based prediction; it does not infer kinetic rates or establish experimental growth, thermodynamic feasibility, or flux identifiability.

Setup and reproducibility

Targets cobra 0.32.1 (import cobra), checked against its released source and current documentation.

uv pip install "cobra==0.32.1"
# Optional SciPy support for MATLAB I/O and array operations:
uv pip install "cobra[array]==0.32.1"