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I just did a livestream focused on writing good prompts. I was planning to give Claude generic prompts like, “Make a bar chart on this data.” I hoped it would, by default, write some base R code, and then I could give specific instructions such as, “Use the tidyverse,” to have it write ggplot code.

But my experience was the total opposite. It used ggplot by default. This made me wonder if the models are now so good that you need to focus less on writing good prompts (and yes, I do think that using ggplot for plotting is better than using base R). What do you all think? #rstats

I almost always use skills alongside prompts so things like which packages/formatting/structure I want isn't information I include directly in prompts anymore, so I can't really comment on prompting only

But I think historically before using skills, most models returned ggplot2 code if asked for a chart (there are a lot more tutorials online about plotting with ggplot2 compared to base R I think, so I kind of assumed it was a bigger part of any training data).