This paper explores the cluster algebra structure of the moduli space of twisted -local systems on a surface. We derive general recurrence relations for cluster variables arising from flips of a triangulation, corresponding to specific sequences of mutations. Our approach is grounded in a detailed combinatorial analysis over the standard -triangulated -gon (with explicit calculations for ). As a generalization, the non-simply-laced type is also considered. We prove the “well-triangulated” property for cluster mutations under flips, which provides a combinatorial framework for understanding the stability and transformation rules of these cluster algebra structures, and compute the monomial counts for the cluster expansion formula.

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