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Equation numbering (and references to equations) will only work within a file.
Figures
When you start adding figures to your documentation, keep in mind that binary files can lead to repo size bloat IF they change a lot so don’t add a figure until you are confident its the final version.
Figures should be png format and under 500 pixels on the longest side.
Keep figures in a docs/assets/figures subdirectory.