We study local properties of quasi-unipotent overconvergent F-isocryst
als on a curve over a perfect field of positive characteristic p. For
a phi-delta-module over the Robba ring R, we define the slope filtrati
on for Frobenius structures. We prove that an overconvergent F-isocrys
tal is quasi-unipotent if and only if it has the slope filtration for
Frobenius structures locally at every point on the complement of the c
urve.