Candidates can improve their argumentative skills for UPSC by engaging in regular debates and discussions on current affairs, social issues, and governance. Reading books on logic and reasoning can also enhance their ability to construct coherent arguments. Writing essays and practice answers on various topics helps in structuring thoughts effectively under time constraints. Additionally, reviewing current and historical case studies enables aspirants to develop a well-rounded perspective, preparing them for analytical questioning during the exam.