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.

當您確定了候選對稱性並需要將它們映射到數學組以進行架構設計時使用。當用戶提到循環群、二面體群、李群、SO(3)、SE(3)、置換群或需要將對稱性形式化為群論語言時調用。提供視覺群理論原理的分類學和數學基礎。 來源：lyndonkl/claude。

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