There has been an apparent association between the risks of complications with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection in patients with a history of existing chronic respiratory diseases during the pandemic of coronavirus disease 2019 (COVID-19). SARS-CoV-2 poses a severe risk in cardiopulmonary management. Moreover, chronic respiratory diseases may further amplify the risk of morbidity and mortality among the afflicted population in the pandemic era. The present review outlines the importance of pulmonary rehabilitation (PR) in persons with chronic respiratory diseases (Chronic obstructive pulmonary disease (COPD) and Asthma) during the COVID-19 era. In this context, amongst the population with a pre-existing pulmonary diagnosis who have contracted SARS-CoV-2, following initial medical management and acute recovery, exercise-based pulmonary rehabilitation (PR) may play a crucial role in long-term management and recovery. The energy conservation techniques will play a pragmatic role in PR of mild to moderate severity cases to counter post-COVID-19 fatigue. Moreover, there is also an urgent need to effectively address post-COVID-19 anxiety and depression, affecting the PR delivery system.