It was an optional session where Dhoni, Kedar Jadhav, Manish Pandey, Shardul Thakur, Yuzvendra Chahal and Jasprit Bumrah looked like hitting the right notes ahead of what will be the start of a long limited-overs' engagement for the Men in Blue.
The spotlight though was on the 36-year-old Dhoni, who now has to fend off questions about his future with alarming regularity.
Today, he warmed up by facing different bowlers in the nets, both Indian and local Sri Lankan bowlers.
Even earlier this past week, chief selector MSK Prasad came to his aid, likening him to Andre Agassi in his latter years.
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"He played till 36 and won so many Grand Slams," he had said of the former USA tennis player.
Agassi's last Grand Slam win came at the 2003 Australian Open, and he finished runners-up at the 2005 US Open, at ages 32 and 35 respectively.
Then, there are the individual statistics to ponder over. However it is never easy to judge a batsman like Dhoni on form, as he bats lower down the order wherein the impact made is higher than even averages swelled by unbeaten innings.
It can be seen in his partnership with Yuvraj Singh at Cuttack against England as both batsmen turned back the clock to hit hundreds or the one against Sri Lanka in the Champions Trophy encounter at the Oval, where he helped push the score past 300 after the Indian top-order faltered.
In comparison, an individual athlete to a team sport performance though, Prasad did stretch the analogy a bit.
However, it cannot be denied that Dhoni continues to maintain an impactful presence in the Indian dressing room.
Much of it is to do with his high standards of fitness, comparable to the youngsters in the Indian squad, certainly miles ahead of the likes of Yuvraj and Suresh Raina.
And so, Dhoni returns to the Indian side, looking to answer a few questions about his impending future.