Visualization Check

Iterative review cycle using a context-free subagent as a naive reader. The subagent sees ONLY the image — no study context, no axis explanations, no expected conclusions. If the subagent can't understand the figure, a real reader won't either.

When to Use

• After generating a figure (R, Python, or any tool)
• Before submitting figures for publication
• When a plot feels unclear but you can't pinpoint why
• When you want objective "fresh eyes" feedback

Workflow

digraph viz_check {
  rankdir=TB;
  node [shape=box];

  start [label="User provides image path\n(and optionally the generating script)" shape=doublecircle];