microscopic 3D shapes has remained challenging. Synthesis inherently entangles shape and composition; hence, current assembly routes offer control over either 3D shape or composition, but not both. In principle, chemically converting existing 3D shapes to a specified composition allows control over both the chemical composition and 3D geometry. The viability of this strategy is indicated by naturally occurring geochemical fossilization processes, [1] and laboratory demonstrations of shape-preserving ion-exchange and oxidation/reduction reactions on individual and ensembles of nanocrystals, as well as biominerals. [5,23-28] Nevertheless, conversion of arbitrary microscopic architectures is still challenging as conversion is diffusion-limited and slow, and significant changes in the atomistic unit cells could yield uncontrollable dissolution/ recrystallization, large deformations, and even fracture failure. We recognize that successful conversion reactions require a paradoxical combination of reactivity and stability to enable: i) diffusion of reactants and products in the solid phase, ii) crystal lattice rearrangements and unit-cell volume changes, while iii) preserving the overall 3D shape. We thus hypothesize that nanocomposites consisting of nanocrystals in an amorphous matrix have excellent characteristics to overcome these issues. Traditionally, nanocomposites have mainly been studied for their excellent mechanical properties. [1,2,5,6,13,14] Importantly, coprecipitation of carbonate salts Forging customizable compounds into arbitrary shapes and structures has the potential to revolutionize functional materials, where independent control over shape and composition is essential. Current self-assembly strategies allow impressive levels of control over either shape or composition, but not both, as self-assembly inherently entangles shape and composition. Herein, independent control over shape and composition is achieved by chemical conversion reactions on nanocrystals, which are first self-assembled in nanocomposites with programmable microscopic shapes. The multiscale character of nanocomposites is crucial: nanocrystals (5-50 nm) offer enhanced chemical reactivity, while the composite layout accommodates volume changes of the nanocrystals (≈25%), which together leads to complete chemical conversion with full shape preservation. These reactions are surprisingly materials agnostic, allowing a large diversity of chemical pathways, and development of conversion pathways yielding a wide selection of shape-controlled transition metal chalcogenides (cadmium, manganese, iron, and nickel oxides and sulfides). Finally, the versatility and application potential of this strategy is demonstrated by assembling: 1) a scalable and highly reactive nickel catalyst for the dry reforming of butane, 2) an agile magnetic-controlled particle, and 3) an electron-beam-controlled reversible microactuator with sub-micrometer precision. Previously unimaginable customization of shape and composition is now achievable for assembling advance...