People think each year's GS-4 paper is a fresh puzzle. It is not. Put all 12 papers (2013–2024) side by side and the skeleton shows: UPSC has been asking the same 5 theory question types and the same 6 case-study setups for 12 years. The scenery changes, the dress changes — the bones underneath are the same, every time.
So the job is simple: understand the skeleton, and you can handle any dress they put on it. Twelve years, 144+ theory questions, 72 case studies — all reducible to a handful of recognisable patterns.