symmetry-group-identifier

SKILL.md

This skill helps you map identified symmetries to mathematical groups. Once you know what transformations should leave your predictions unchanged, this skill formalizes them into the language of group theory.

Why groups matter: Neural network architectures are built around specific symmetry groups. Knowing your group tells you exactly which architecture patterns to use.

Gather the identified symmetries from the discovery phase. List each identified transformation and whether it requires invariance or equivariance. Note confidence levels. If symmetries haven't been discovered yet, work with user to identify them through domain analysis first.

当您已确定候选对称性并需要将它们映射到数学组以进行架构设计时使用。当用户提到循环群、二面体群、李群、SO(3)、SE(3)、置换群或需要将对称性形式化为群论语言时调用。提供视觉群理论原理的分类学和数学基础。 来源：lyndonkl/claude。

查看原文