Skin aging is a multifactorial, dynamically regulated biological process modulated by the synergistic interplay of intrinsic genetic programming and extrinsic environmental stressors. Chronological skin aging is dominated by molecular signatures such as telomere attrition, mitochondrial dysfunction, epigenetic drift, and fibroblast senescence. Extrinsic factors such as UV-induced photooxidation, pollution, lifestyle toxins accelerate ROS surge, DNA photolesions, and extracellular matrix fragmentation. Extrinsic and intrinsic pathways converge to cause epidermal thinning, collagen degradation, barrier dysfunction, pigmentation heterogeneity and inflammaging-driven microenvironmental collapse. In this review, we decode the structural, cellular, molecular, and biomechanical axes of skin aging, highlighting ROS-driven MAPK (Mitogen-activated protein kinase)/NF-κB (Nuclear factor kappa-B) activation, PI3K/Akt-mTOR (Phosphoinositide 3-kinase/Mechanistic target of rapamycin) dysregulation, TGF-β/Smad (Transforming growth factor-β/SMAD signaling) impairment, Wnt/β-catenin (Wnt signaling pathway/β-catenin) decline, mechanotransduction failure, and sirtuin-mediated mitochondrial compromise as central mediators. We also discuss skin dysbiosis‑driven lipid barrier disruption, and senescence‑associated secretory phenotype‑driven inflammaging as underlying factors for systemic inflammatory disorder-like phenotype in aged skin. Cutting-edge diagnostic advances - Cutometer®-based elasticity mapping, corneometry, AI-assisted histopathology etc are discussed for aiding rapid and objective precision in quantifying biological age. Mechanism of action and application of emerging and innovative dermato-therapeutics - probiotic/postbiotic-based microbiome modulation, nanoformulation-driven targeted delivery, epigenetic reprogramming, senolytics, and mitochondrial revitalization are discussed in terms of their current limitations (specificity, stability), highlighting future scope for action. In summary, skin aging is a multidimensional process, orchestrated at a molecular level, and clinically actionable-one that will enable the next leap in personalized anti-aging innovation and precision dermatology frameworks.