Can we perform sajadatus sahv when we are walking or riding? If not, how should we perform it if during nafilah namaz we commit an act that necessitates sajatus sahv?

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Sajdatul sahv is not wajib in nafilah zamaz at all. it's is only in wajib Namaz.