Critique chart with ranked honest fixes
We looked this up in the docs; we have not run it in a bot yet.
Updated 15 Oct 2026.
Attach a chart image or describe one. Critique it against clear data-viz principles (honest scales starting at zero for bars, no dual axes, accessible colors, complete labels). List ranked fixes with reasons. Recheck any numbers against the source data if provided. Return the critique only; do not create a new chart unless I ask. Stop for review.
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Expected result
Ranked list of chart fixes with reasons.
Uses this feature
Credit
Idea from @@HazeyDataFred. Written here in our own words.
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