The police have identified the detailed leader as Abdul Rahim, who was arrested during an operation by the Afghan intelligence bureau.
According to a police statement, Rahim was in the city to carry out a series of coordinated attacks.
In the past, he had carried out multiple attacks, the statement read.
The Taliban has not commented regarding the arrest so far.