"Shine N Peace" clocks in at one minute and 31 seconds. Nettspend co-wrote the song with M.A.G. and Xion Orion, who handled the song's production, while Nettspend handled the mixing and mastering.[1] Vivian Medithi of The Fader wrote how "Shine N Peace" was considered to be a fan-favorite due to its "frenzied groove and unceasing handclaps."[2] Colin Joyce of the same magazine wrote how "blissed out, blistered, and relentlessly euphoric" the track is; he also wrote how, amidst the "flurry of snares and a slipstream of trance synths", he provides "ecstatic bars about loyalty and a life of crime." Joyce finished off the review with a positive note, saying how Nettspend, like his Novagang collective, has the ability to "stop time and levitate when he wants to."[3] Taye Rowland-Dixon of Verge Magazine wrote how "Shine N Peace" features a "unique blend of melodic sensibilities and gritty, raw delivery," paired with "themes of resilience and ambition woven into the lyrics." Dixon ended the review on a positive note, writing how the song sees Nettspend as an artist with a distinct voice and aesthetic.[4]