Look for these patterns to recognize monotonic queue improvement:
DP transition needs min/max over a sliding window: .
Fixed or bounded window size .
You're iterating through positions sequentially.
No complex dependencies between the function and . The improvement works when candidates can be "dominated." If a newer candidate is as good or better than an older one, the older one will never be chosen.