cyberneticlibrary

Create publication-ready custom visualizations

matplotlibskillsetup L227,559
K-Dense-AI/scientific-agent-skills
What it does

Execute matplotlib operations

Best for

Creating publication-quality scientific plots with full customization control.

Inputs
  • · Python script or notebook
Outputs
  • · Contact/interaction matrix
  • · Plots/visualizations (PNG/PDF/SVG)
Requires
  • · Python 3.10+
  • · Matplotlib
  • · MATLAB or GNU Octave
Preconditions
  • · Python 3.10+ installed
  • · Dependencies installed (pip/uv)
Failure modes
  • · Package version conflicts
  • · Memory limits on large data
  • · Incompatible data formats
Trust signals
  • · Maintained in K-Dense-AI/scientific-agent-skills
  • · Citable references provided