Refinement of things is good.

 Okay - this is working.  

 

So yes, the filtering is getting  better and the prompt magic and temperature seems to be "the thing".

It is still generating a cover letter which I'll have to cut out.

I'm not dumping out the skills gap between my CV and the job description.  That can come next after I do some silly escape-code wrangling with the .yaml file and how pdflatex works.

Overall, it does look nice and the data is accurate.