A catalytic system‐controlled divergent reaction strategy was here reported to construct four types of intriguing spiroheterocyclic skeletons from simple and readily available starting materials via a precise chemical bond activation/[n+1] annulation cascade. The tetraazaspiroheterocyclic and trizazspiroheterocyclic scaffolds could be independently constructed by a selective N−N bond activation/[n+1] annulation cascade, a C(sp2)‐H activation/[4+1] annulation and a novel tandem C(sp2)‐H/C(sp3)−H bond activation/[4+1] annulation strategy, along with a broad scope of substrates, moderate to excellent yields and valuable transformations. More importantly, in these transformations, we are the first time to capture a N−N bond activation and a C(sp3)−H bond activation of pyrazolidinones under different catalytic system.