The invention discloses a method for producing an autoclaved solid brick taking muck as a raw material and containing aluminous tobermorite and a production technology. The solid brick is prepared from components in percentage by mass as follows: 70%-85% of muck, 12%-20% of cement, 2%-5% of sodium sulfate and 0-0.05% of an additive, and the sum of the mass percentages of all the components is 100%. A preparation method comprises the steps as follows: firstly, the muck is dried, ball-milled and sieved, muck with the particle size smaller than 10 mm is taken as the raw material, then, all the components are weighed and mixed with part of water, uniform mixing is performed, the obtained mixture is conveyed to a forming shop to be pressed, a standard green brick is obtained and subjected to autoclaved curing, and a finished product is obtained. The treatment amount of muck and residual mud is large, the cost is low, the preparation cycle is short, and batch resource utilization of construction waste and the low-carbon city development goal are achieved. Aluminum-containing minerals in the muck react to produce aluminous tobermorite, the good intensity and durability of the green brick are guaranteed, and the product has the good appearance and few defects and meets the requirement of Autoclaved Sand-lime Brick (GB11945-1999) MU20 level performance.