[fancy_pantser]

The instructions need significant tuning. You should construct a few test cases, ranging from minor tweaks (close alignment in CV/job) to highly divergent (librarian applying to medical director of heart clinic).

With a couple quick attempts, it completely changed all of my 8 jobs over 20 years to include mentions of the target job, even if it meant adding unbelievable lies like running a scuba certification program and improving training using my knowledge of library sciences. The instructions may need examples of how to remain truthful and to just skip roles that are hopelessly unrelated instead of fabrication.

You could even suggest it adopt a multi-step process with a self-evaluation if that helps. I made a recipe reformatter that worked that way and it improved the output by finding places it accidentally dropped or changed an ingredient's amount, for example.

[nikolaiST]

Thanks man! I will check it =)