The document describes various commands and functions in MSW Logo including commands to move and draw with the turtle, set properties of the pen and turtle, create shapes using repetition of commands, and perform mathematical operations. Key commands include FD, BK, RT, LT to move and turn the turtle, REPEAT to repeat a block of commands a set number of times for creating shapes, and mathematical operators and functions like SUM, DIFFERENCE, PRODUCT, and QUOTIENT. Loops and nested repetition allow for complex drawings to be built up through repetition of simple movement and turning commands.