  We describe infinite clusters which arise in nearest-neighbour percolation
for so-called cocycle measures on the square lattice. These measures arise
naturally in the study of random transformations. We show that infinite
clusters have a very specific form and direction. In concrete situations, this
leads to a quick decision whether or not a certain cocycle measure percolates.
We illustrate this with two examples which are interesting in their own right.
