The commission posted video footage of the male suspect.
Several buildings were raided as armed soldiers patrolled the capital.
The journalist was killed by a local al-Qaeda affiliate, an inquiry commission concluded.
Rilwan was beheaded and his body was sunk, a presidential commission found.
The group recruits locals to fight in Syria.
The murders of a moderate scholar, blogger and the abduction of a journalist were connected.