The oriented attachment (OA) growth is versatile for structuring materials with desired physiochemical properties, but the mesoscale details of how primary building blocks evolve into a higher-level superstructure remain largely unresolved. Here, we discover a distinct OA growth pathway of a low-sensitivity, high-energetic material, i.e., 2,6-diamino-3,5-dinitropyrazine-1oxide (LLM-105), by a controlled polymer-assisted crystallization approach. The evolution of the crystal morphology with time shows that LLM-105 mesocrystals composed of mutually oriented nanocrystals form first via OA growth and subsequent transform into single crystals via crystallographic fusion. The length-todiameter (L/D) ratio of LLM-105 mesocrystals could be tuned by varying the polymer additive (poly(vinyl alcohol), PVA) concentration, such that plate-like morphology with improved coherence strength can be obtained. Both process analysis technology and molecular dynamics simulations indicate that the OA mainly occurs on the (020), ( 110), and (1−10) faces of primary LLM-105 nanocrystals, where PVA chains are less present. The hydrogen bonding interactions (N−H LLM-105 •••O−H PVA and/or N−O LLM-105 •••H−O PVA ) are considered the main driving force for the selective chain attachment on the (10−1) face of LLM-105 nanocrystals. This new mechanistic understanding of LLM-105 crystallization provides extra potential for the morphology-dependent property control of energetic crystals.